Paolo NapoletanoAssociate Professor

DISCo (Department of Informatics, Systems and Communication)
University of Milan-Bicocca
Viale Sarca 336, Building U14

Room 1014,  tel: +390264487842

Biography

Paolo Napoletano is associate professor of Computer Science at Department of Informatics, Systems and Communication of the University of Milano-Bicocca where he coordinates several research activities in the area of photo sharing and storage service, Internet of Things and Intelligent Vehicles within projects supported by both industry and public institutions. He has got the Italian National Academic Qualification as Full Professor of Computer Engineering (09/H1) in November 2020. He joined the Imaging and Vision Laboratory of the University of Milano-Bicocca in 2012. From 2007 to 2012 he worked as research associate at University of Salerno (Italy) focusing on information retrieval and data mining. In 2007, he received a Doctor of Philosophy degree (PhD) in Information Engineering from the University of Salerno (Italy) with a thesis focused on Computational Vision and Pattern Recognition. In 2003, he received a Master’s degree in Telecommunications Engineering from the University of Naples Federico II, with a thesis focused on Transmission of Electromagnetic Fields. His current research interests focus on signal, image and video analysis and understanding, multimedia information processing and management and machine learning for multi-modal data classification and understanding. He is Associate Editor of the Neurocomputing Elsevier Journal, IET Signal Processing, MDPI Sensors Journal and MDPI Smart Cities Journal. His past teaching duties included Computer Design and Architecture, Computer Networks, Database and Information Systems and Service Science. At the University of Milano-Bicocca he is Professor of Internet of Things, Foundation of Computer Science and Databases.

Publications

Journal Articles

45.

T1K+: A Database for Benchmarking Color Texture Classification and Retrieval Methods
(Claudio Cusano, Paolo Napoletano, Raimondo Schettini) In Sensors, volume 21, number 3, 2021.

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@article{cusano2021t1k+,
 author = {Cusano, Claudio and Napoletano, Paolo and Schettini, Raimondo},
 year = {2021},
 title = {T1K+: A Database for Benchmarking Color Texture Classification and Retrieval Methods},
 volume = {21},
 number = {3},
 journal = {Sensors},
 url = {https://www.mdpi.com/1424-8220/21/3/1010},
 pdf = {/download/sensors-21-01010.pdf},
 doi = {10.3390/s21031010},
 issn = {1424-8220}}
44.

No Reference, Opinion Unaware Image Quality Assessment by Anomaly Detection
(Marco Leonardi, Paolo Napoletano, Raimondo Schettini, Alessandro Rozza) In Sensors, volume 21, number 3, 2021.

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@article{leonardi-no-reference,
 author = {Leonardi, Marco and Napoletano, Paolo and Schettini, Raimondo and Rozza, Alessandro},
 year = {2021},
 title = {No Reference, Opinion Unaware Image Quality Assessment by Anomaly Detection},
 volume = {21},
 number = {3},
 journal = {Sensors},
 url = {https://www.mdpi.com/1424-8220/21/3/994},
 pdf = {/download/sensors-21-00994.pdf},
 doi = {10.3390/s21030994},
 issn = {1424-8220}}
43.

A Novel 1-D CCANet for ECG Classification
(Ian-Christopher Tanoh, Paolo Napoletano) In Applied Sciences, volume 11, number 6, 2021.

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@article{tanoh2021anovel,
 author = {Tanoh, Ian-Christopher and Napoletano, Paolo},
 year = {2021},
 title = {A Novel 1-D CCANet for ECG Classification},
 volume = {11},
 number = {6},
 journal = {Applied Sciences},
 url = {https://www.mdpi.com/2076-3417/11/6/2758},
 pdf = {/download/applsci-11-02758.pdf},
 doi = {10.3390/app11062758},
 issn = {2076-3417}}
42.

Disentangling Image distortions in deep feature space
(Simone Bianco, Luigi Celona, Paolo Napoletano) In Pattern Recognition Letters, volume 148, pp. 128-135, 2021.

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@article{bianco2021disent,
 author = {Bianco, Simone and Celona, Luigi and Napoletano, Paolo},
 year = {2021},
 pages = {128-135},
 title = {Disentangling Image distortions in deep feature space},
 volume = {148},
 journal = {Pattern Recognition Letters},
 pdf = {http://www.ivl.disco.unimib.it/wp-content/uploads/2021/06/bianco_prletters2021_disentangling.pdf},
 doi = {https://doi.org/10.1016/j.patrec.2021.05.008},
 issn = {0167-8655}}
41.

Semi-supervised Anomaly Detection for Visual Quality Inspection
(Paolo Napoletano, Flavio Piccoli, Raimondo Schettini) In Expert Systems with Applications, pp. 115275, Elsevier, 2021.

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@article{napoletano2021semi,
 author = {Napoletano, Paolo and Piccoli, Flavio and Schettini, Raimondo},
 year = {2021},
 pages = {115275},
 title = {Semi-supervised Anomaly Detection for Visual Quality Inspection},
 publisher = {Elsevier},
 journal = {Expert Systems with Applications},
 pdf = {https://www.sciencedirect.com/science/article/pii/S0957417421007065}}
40.

Trends in human activity recognition using smartphones
(Anna Ferrari, Daniela Micucci, Marco Mobilio, Paolo Napoletano) In Journal of Reliable Intelligent Environments, pp. 1-25, Springer, 2021.

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@article{ferrari2021trends,
 author = {Ferrari, Anna and Micucci, Daniela and Mobilio, Marco and Napoletano, Paolo},
 year = {2021},
 pages = {1-25},
 title = {Trends in human activity recognition using smartphones},
 publisher = {Springer},
 journal = {Journal of Reliable Intelligent Environments},
 pdf = {https://link.springer.com/content/pdf/10.1007/s40860-021-00147-0.pdf}}
39.

A LoRa-Based Mesh Network for Peer-to-Peer Long-Range Communication
(Riccardo Berto, Paolo Napoletano, Marco Savi) In Sensors, volume 21, number 13, pp. 4314, Multidisciplinary Digital Publishing Institute, 2021.

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@article{berto2021lora,
 author = {Berto, Riccardo and Napoletano, Paolo and Savi, Marco},
 year = {2021},
 pages = {4314},
 title = {A LoRa-Based Mesh Network for Peer-to-Peer Long-Range Communication},
 volume = {21},
 number = {13},
 publisher = {Multidisciplinary Digital Publishing Institute},
 journal = {Sensors},
 pdf = {https://www.mdpi.com/1424-8220/21/13/4314/pdf}}
38.

A grid anchor based cropping approach exploiting image aesthetics, geometric composition, and semantics
(Luigi Celona, Gianluigi Ciocca, Paolo Napoletano) In Expert Systems With Applications, volume 186, pp. 115852, Elsevier, 2021.

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@article{celona2021grid,
 author = {Celona, Luigi and Ciocca, Gianluigi and Napoletano, Paolo},
 year = {2021},
 pages = {115852},
 title = {A grid anchor based cropping approach exploiting image aesthetics, geometric composition, and semantics},
 volume = {186},
 publisher = {Elsevier},
 isbn = {0957-4174},
 journal = {Expert Systems With Applications},
 pdf = {/download/celona_eswa2021_autocropping.pdf},
 doi = {10.1016/j.eswa.2021.115852}}
37.

On the Personalization of Classification Models for Human Activity Recognition
(Anna Ferrari, Daniela Micucci, Marco Mobilio, Paolo Napoletano) In IEEE Access, pp. 1-1, 2020.

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@article{ferrari2020-on-the-personalization,
 author = {Ferrari, Anna and Micucci, Daniela and Mobilio, Marco and Napoletano, Paolo},
 year = {2020},
 pages = {1-1},
 title = {On the Personalization of Classification Models for Human Activity Recognition},
 journal = {IEEE Access},
 keywords = {Personalization, Human, Activity, Recognition, ADL, Similarity, Machine, Learning, Smartphone},
 pdf = {https://ieeexplore.ieee.org/ielx7/6287639/6514899/08995531.pdf},
 doi = {10.1109/ACCESS.2020.2973425},
 issn = {2169-3536}}
36.

State Recognition of Food Images using Deep Features
(Gianluigi Ciocca, Giovanni Micali, Paolo Napoletano) In IEEE Access, volume 8, pp. 32003-32017, 2020.

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@article{ciocca2020-state-recognition,
 author = {Ciocca, Gianluigi and Micali, Giovanni and Napoletano, Paolo},
 year = {2020},
 pages = {32003-32017},
 title = {State Recognition of Food Images using Deep Features},
 volume = {8},
 journal = {IEEE Access},
 keywords = {Image, State, Recognition, Food, State, Recognition, Object, State, Recognition, Image, Understanding, Image, Classification, CNN-based, features},
 pdf = {https://ieeexplore.ieee.org/ielx7/6287639/6514899/08998272.pdf},
 doi = {10.1109/ACCESS.2020.2973704},
 issn = {2169-3536}}
35.

A Novel Approach to Data Augmentation for Pavement Distress Segmentation
(Davide Mazzini, Paolo Napoletano, Flavio Piccoli, Raimondo Schettini) In Computers in Industry, volume 121, pp. 103225, Elsevier, 2020.

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@article{mazzini2020-a-novel,
 author = {Mazzini, Davide and Napoletano, Paolo and Piccoli, Flavio and Schettini, Raimondo},
 year = {2020},
 pages = {103225},
 title = {A Novel Approach to Data Augmentation for Pavement Distress Segmentation},
 volume = {121},
 publisher = {Elsevier},
 journal = {Computers in Industry},
 pdf = {https://reader.elsevier.com/reader/sd/pii/S0166361519310516?token=3FBA3E5AB701C176A5E6F0D998A6CD57454D4A4C142E7E1B616EE91D1C038EEC752E222A5706A6CABF87EE04E0A1743C},
 doi = {https://doi.org/10.1016/j.compind.2020.103225},
 issn = {0166-3615}}
34.

Comparative Evaluation of Hand-Crafted Image Descriptors vs. Off-the-Shelf CNN-Based Features for Colour Texture Classification under Ideal and Realistic Conditions
(Raquel Bello-Cerezo, Francesco Bianconi, Francesco Di Maria, Paolo Napoletano, Fabrizio Smeraldi) In Applied Sciences, volume 9, number 4, 2019.

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@article{bello-cerezo2019-comparative-evaluation,
 author = {Bello-Cerezo, Raquel and Bianconi, Francesco and Di Maria, Francesco and Napoletano, Paolo and Smeraldi, Fabrizio},
 year = {2019},
 title = {Comparative Evaluation of Hand-Crafted Image Descriptors vs. Off-the-Shelf CNN-Based Features for Colour Texture Classification under Ideal and Realistic Conditions},
 volume = {9},
 number = {4},
 journal = {Applied Sciences},
 url = {http://www.mdpi.com/2076-3417/9/4/738},
 pdf = {https://www.mdpi.com/2076-3417/9/4/738/pdf},
 doi = {10.3390/app9040738},
 issn = {2076-3417}}
33.

Positive technology for elderly well-being: a review
(Giuliano Grossi, Raffaella Lanzarotti, Paolo Napoletano, Nicoletta Noceti, Francesca Odone) In Pattern Recognition Letters, 2019.

BibTex 

@article{grossi2019intelligent-systems,
 author = {Grossi, Giuliano and Lanzarotti, Raffaella and Napoletano, Paolo and Noceti, Nicoletta and Odone, Francesca},
 year = {2019},
 title = {Positive technology for elderly well-being: a review},
 journal = {Pattern Recognition Letters}}
32.

Biometric Recognition Using Multimodal Physiological Signals
(Simone Bianco, Paolo Napoletano) In IEEE Access, volume 7, pp. 83581-83588, 2019.

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@article{bianco2019-biometric,
 author = {Bianco, Simone and Napoletano, Paolo},
 year = {2019},
 pages = {83581-83588},
 title = {Biometric Recognition Using Multimodal Physiological Signals},
 volume = {7},
 journal = {IEEE Access},
 keywords = {Physiology, Databases, Heart, rate, Electrocardiography, Face, recognition, Handwriting, recognition, Speech, recognition, Biometric, identification, multimodal, physiological, signals, machine, learning, convolutional, neural, network, hyperparameters, optimization},
 pdf = {/download/bianco2019biometric.pdf},
 doi = {10.1109/ACCESS.2019.2923856},
 issn = {2169-3536}}
31.

Multitask Painting Categorization by Deep Multibranch Neural Network
(Simone Bianco, Davide Mazzini, Paolo Napoletano, Raimondo Schettini) In Expert Systems with Applications, volume 135, pp. 90-101, 2019.

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@article{bianco2019-multitask,
 author = {Bianco, Simone and Mazzini, Davide and Napoletano, Paolo and Schettini, Raimondo},
 year = {2019},
 pages = {90-101},
 title = {Multitask Painting Categorization by Deep Multibranch Neural Network},
 volume = {135},
 journal = {Expert Systems with Applications},
 pdf = {/download/Multitask_painting_categorization_by_deep_multibranch_neural_network.pdf},
 doi = {10.1016/j.eswa.2019.05.036},
 issn = {0957-4174},
 projectref = {http://www.ivl.disco.unimib.it/activities/paintings/}}
30.

CNN-based refactoring of hand-designed filters for texture analysis: a classic revisited
(Francesco Bianconi, Claudio Cusano, Paolo Napoletano, Raimondo Schettini) In IEEE Access, pp. 1-1, 2019.

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@article{bianconi-cnn-based2019,
 author = {Bianconi, Francesco and Cusano, Claudio and Napoletano, Paolo and Schettini, Raimondo},
 year = {2019},
 pages = {1-1},
 title = {CNN-based refactoring of hand-designed filters for texture analysis: a classic revisited},
 journal = {IEEE Access},
 pdf = {https://ieeexplore.ieee.org/document/8918055},
 doi = {10.1109/ACCESS.2019.2956863},
 issn = {2169-3536}}
29.

Visual descriptors for content-based retrieval of remote sensing images
(Paolo Napoletano) In International Journal of Remote Sensing, volume 39, number 5, pp. 1-34, Taylor and Francis, 2018.

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@article{napoletanoCBIR,
 author = {Napoletano, Paolo},
 year = {2018},
 pages = {1-34},
 title = {Visual descriptors for content-based retrieval of remote sensing images},
 volume = {39},
 number = {5},
 publisher = {Taylor and Francis},
 journal = {International Journal of Remote Sensing},
 pdf = {/download/napoletano2018CBIR.pdf},
 doi = {/10.1080/01431161.2017.1399472},
 projectref = {http://www.ivl.disco.unimib.it/activities/cbir-rs/}}
28.

Anomaly Detection in Nanofibrous Materials by CNN-Based Self-Similarity
(Paolo Napoletano, Flavio Piccoli, Raimondo Schettini) In Sensors, volume 18, number 1, MDPI, 2018.

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@article{Napoletano2018anomaly,
 author = {Napoletano, Paolo and Piccoli, Flavio and Schettini, Raimondo},
 year = {2018},
 title = {Anomaly Detection in Nanofibrous Materials by CNN-Based Self-Similarity},
 volume = {18},
 number = {1},
 publisher = {MDPI},
 journal = {Sensors},
 url = {http://www.mdpi.com/1424-8220/18/1/209},
 pdf = {/download/Napoletano2018anomaly.pdf},
 doi = {10.3390/s18010209},
 issn = {1424-8220}}
27.

On the use of deep learning for blind image quality assessment
(Simone Bianco, Luigi Celona, Paolo Napoletano, Raimondo Schettini) In Signal, Image and Video Processing, volume 12, number 2, pp. 355-362, 2018.

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@article{Bianco2018,
 author = {Bianco, Simone and Celona, Luigi and Napoletano, Paolo and Schettini, Raimondo},
 year = {2018},
 month = {2},
 year = {2018},
 pages = {355-362},
 title = {On the use of deep learning for blind image quality assessment},
 volume = {12},
 number = {2},
 journal = {Signal, Image and Video Processing},
 url = {https://doi.org/10.1007/s11760-017-1166-8},
 pdf = {http://www.ivl.disco.unimib.it/wp-content/uploads/2016/09/DeepIQExtended.pdf},
 doi = {10.1007/s11760-017-1166-8},
 issn = {1863-1711},
 projectref = {http://www.ivl.disco.unimib.it/activities/deep-image-quality/}}
26.

CNN-based Features for Retrieval and Classification of Food Images
(Gianluigi Ciocca, Paolo Napoletano, Raimondo Schettini) In Computer Vision and Image Understanding, volume 176--177, pp. 70-77, Elsevier, 2018.

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@article{ciocca2018cnn-based,
 author = {Ciocca, Gianluigi and Napoletano, Paolo and Schettini, Raimondo},
 year = {2018},
 pages = {70-77},
 title = {CNN-based Features for Retrieval and Classification of Food Images},
 volume = {176--177},
 publisher = {Elsevier},
 journal = {Computer Vision and Image Understanding},
 pdf = {/download/CVIU-food.pdf},
 doi = {10.1016/j.cviu.2018.09.001},
 projectref = {http://www.ivl.disco.unimib.it/activities/food475db/}}
25.

UniMiB AAL: An Android Sensor Data Acquisition and Labeling Suite
(Davide Ginelli, Daniela Micucci, Marco Mobilio, Paolo Napoletano) In Applied Sciences, volume 8, number 8, 2018.

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@article{ginelli2018-unimib,
 author = {Ginelli, Davide and Micucci, Daniela and Mobilio, Marco and Napoletano, Paolo},
 year = {2018},
 title = {UniMiB AAL: An Android Sensor Data Acquisition and Labeling Suite},
 volume = {8},
 number = {8},
 journal = {Applied Sciences},
 url = {http://www.mdpi.com/2076-3417/8/8/1265},
 pdf = {/download/ginelli2018unimib.pdf},
 doi = {10.3390/app8081265},
 issn = {2076-3417},
 projectref = {http://www.sal.disco.unimib.it/technologies/unimib-aal/}}
24.

Benchmark Analysis of Representative Deep Neural Network Architectures
(Simone Bianco, Remi Cadene, Luigi Celona, Paolo Napoletano) In IEEE Access, volume 6, number 1, pp. 64270-64277, 2018.

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@article{8506339,
 author = {Bianco, Simone and Cadene, Remi and Celona, Luigi and Napoletano, Paolo},
 year = {2018},
 pages = {64270-64277},
 title = {Benchmark Analysis of Representative Deep Neural Network Architectures},
 volume = {6},
 number = {1},
 journal = {IEEE Access},
 keywords = {Computational, modeling, Graphics, processing, units, Computational, complexity, Memory, management, Embedded, systems, Deep, neural, networks, convolutional, neural, networks, image, recognition},
 pdf = {/download/08506339.pdf},
 doi = {10.1109/ACCESS.2018.2877890},
 issn = {2169-3536},
 projectref = {https://celuigi.github.io/models-comparison.pytorch/}}
23.

Food recognition: a new dataset, experiments and results
(Gianluigi Ciocca, Paolo Napoletano, Raimondo Schettini) In IEEE Journal of Biomedical and Health Informatics, volume 21, number 3, pp. 588-598, IEEE, 2017.

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@article{cioccaJBHI,
 author = {Ciocca, Gianluigi and Napoletano, Paolo and Schettini, Raimondo},
 year = {2017},
 pages = {588-598},
 title = {Food recognition: a new dataset, experiments and results},
 volume = {21},
 number = {3},
 publisher = {IEEE},
 journal = {IEEE Journal of Biomedical and Health Informatics},
 pdf = {/download/JBHI2016_r1.pdf},
 doi = {10.1109/JBHI.2016.2636441},
 projectref = {http://www.ivl.disco.unimib.it/activities/food-recognition/}}
22.

UniMiB SHAR: a new dataset for human activity recognition using acceleration data from smartphones
(Daniela Micucci, Marco Mobilio, Paolo Napoletano) In Applied Sciences, volume 7, number 10, MDPI, 2017.

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@article{napoletanoUNIMIB-SHAR2016,
 author = {Micucci, Daniela and Mobilio, Marco and Napoletano, Paolo},
 year = {2017},
 title = {UniMiB SHAR: a new dataset for human activity recognition using acceleration data from smartphones},
 volume = {7},
 number = {10},
 publisher = {MDPI},
 journal = {Applied Sciences},
 url = {http://www.mdpi.com/2076-3417/7/10/1101},
 pdf = {/download/UNIMIB-SHAR.pdf},
 doi = {10.3390/app7101101},
 issn = {2076-3417},
 projectref = {http://www.sal.disco.unimib.it/technologies/unimib-shar/}}
21.

Visual recognition of aircraft mechanical parts for smart maintenance
(Claudio Cusano, Paolo Napoletano) In Computers in Industry, volume 86, pp. 26-33, Elsevier, 2017.

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@article{Cusano2017visual-recognition,
 author = {Cusano, Claudio and Napoletano, Paolo},
 year = {2017},
 pages = {26-33},
 title = {Visual recognition of aircraft mechanical parts for smart maintenance},
 volume = {86},
 publisher = {Elsevier},
 journal = {Computers in Industry},
 url = {//www.sciencedirect.com/science/article/pii/S0166361517300040},
 pdf = {/download/CI_Cusano2017.pdf},
 doi = {/10.1016/j.compind.2017.01.001},
 issn = {0166-3615}}
20.

Improving CNN-based Texture Classification by Color Balancing
(Simone Bianco, Claudio Cusano, Paolo Napoletano, Raimondo Schettini) In Journal of Imaging, volume 33, number 3, MDPI, 2017.

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@article{bianco2017improving-cnn,
 author = {Bianco, Simone and Cusano, Claudio and Napoletano, Paolo and Schettini, Raimondo},
 year = {2017},
 title = {Improving CNN-based Texture Classification by Color Balancing},
 volume = {33},
 number = {3},
 publisher = {MDPI},
 journal = {Journal of Imaging},
 pdf = {http://www.mdpi.com/2313-433X/3/3/33/pdf},
 projectref = {http://www.ivl.disco.unimib.it/activities/rawfoot-db-raw-food-texture-database/}}
19.

Improved Opponent Colour Local Binary Patterns: An effective local image descriptor for colour texture classification
(Raquel Bello-Cerezo, Francesco Bianconi, Paolo Napoletano) In Journal of Electronic Imaging, volume 27, pp. 27-27, {SPIE}, 2017.

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@article{bianconi2017improved-opponent,
 author = {Bello-Cerezo, Raquel and Bianconi, Francesco and Paolo, Napoletano},
 year = {2017},
 pages = {27-27},
 title = {Improved Opponent Colour Local Binary Patterns: An effective local image descriptor for colour texture classification},
 volume = {27},
 publisher = {{SPIE}},
 journal = {Journal of Electronic Imaging},
 url = {http://dx.doi.org/10.1117/1.JEI.27.1.011002},
 pdf = {/download/BianconiJei2017.pdf},
 doi = {10.1117/1.JEI.27.1.011002},
 projectref = {http://www.ivl.disco.unimib.it/activities/rawfoot-db-raw-food-texture-database/}}
18.

Falls as anomalies? An experimental evaluation using smartphone accelerometer data
(Daniela Micucci, Marco Mobilio, Paolo Napoletano, Francesco Tisato) In Journal of Ambient Intelligence and Humanized Computing, volume 8, number 1, pp. 87-99, 2017.

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@article{napoletano-falls2015,
 author = {Micucci, Daniela and Mobilio, Marco and Napoletano, Paolo and Tisato, Francesco},
 year = {2017},
 pages = {87-99},
 title = {Falls as anomalies? An experimental evaluation using smartphone accelerometer data},
 volume = {8},
 number = {1},
 journal = {Journal of Ambient Intelligence and Humanized Computing},
 url = {http://dx.doi.org/10.1007/s12652-015-0337-0},
 pdf = {/download/napoletano_falls2016.pdf},
 doi = {0.1007/s12652-015-0337-0},
 issn = {1868-5145}}
17.

Combining multiple features for color texture classification
(Claudio Cusano, Paolo Napoletano, Raimondo Schettini) In Journal of Electronic Imaging, volume 25, number 6, pp. 1-9, {SPIE}, 2016.

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@article{cusano2016combining-multiple,
 author = {Cusano, Claudio and Napoletano, Paolo and Schettini, Raimondo},
 year = {2016},
 pages = {1-9},
 title = {Combining multiple features for color texture classification},
 volume = {25},
 number = {6},
 publisher = {{SPIE}},
 journal = {Journal of Electronic Imaging},
 pdf = {/download/CusanoJei2016.pdf},
 doi = {10.1117/1.JEI.25.6.061410},
 projectref = {http://www.ivl.disco.unimib.it/activities/rawfoot-db-raw-food-texture-database/}}
16.

Evaluating color texture descriptors under large variations of controlled lighting conditions
(Claudio Cusano, Paolo Napoletano, Raimondo Schettini) In Journal of the Optical Society of America A, volume 33, number 1, pp. 17-30, OSA, 2016.

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@article{Cusano16,
 author = {Cusano, Claudio and Napoletano, Paolo and Schettini, Raimondo},
 year = {2016},
 month = {1},
 pages = {17-30},
 title = {Evaluating color texture descriptors under large variations of controlled lighting conditions},
 volume = {33},
 number = {1},
 publisher = {OSA},
 journal = {Journal of the Optical Society of America A},
 keywords = {Image, analysis, Pattern, recognition, Color, Image, recognition, algorithms, and, filters},
 pdf = {/download/cusano_josaa2016.pdf},
 doi = {10.1364/JOSAA.33.000017},
 projectref = {http://www.ivl.disco.unimib.it/activities/rawfoot-db-raw-food-texture-database/}}
15.

An interactive tool for manual, semi-automatic and automatic video annotation
(Simone Bianco, Gianluigi Ciocca, Paolo Napoletano, Raimondo Schettini) In Computer Vision and Image Understanding, volume 131, pp. 88-99, Elsevier, 2015.

Download BibTex Doi Project Page 

@article{bianco2015interactive,
 author = {Bianco, Simone and Ciocca, Gianluigi and Napoletano, Paolo and Schettini, Raimondo},
 year = {2015},
 pages = {88-99},
 title = {An interactive tool for manual, semi-automatic and automatic video annotation},
 volume = {131},
 publisher = {Elsevier},
 journal = {Computer Vision and Image Understanding},
 pdf = {/download/bianco2015interactive.pdf},
 doi = {10.1016/j.cviu.2014.06.015},
 projectref = {http://www.ivl.disco.unimib.it/research/ivat/}}
14.

Improving relevance feedback-based query expansion by the use of a weighted word pairs approach
(Francesco Colace, Massimo {De Santo}, Luca Greco, Paolo Napoletano) In Journal of the Association for Information Science and Technology, Wiley Online Library, 2015.

Download BibTex Doi 

@article{colace2015improving,
 author = {Colace, Francesco and {De Santo}, Massimo and Greco, Luca and Napoletano, Paolo},
 year = {2015},
 month = {2330},
 title = {Improving relevance feedback-based query expansion by the use of a weighted word pairs approach},
 publisher = {Wiley Online Library},
 journal = {Journal of the Association for Information Science and Technology},
 pdf = {/download/colace2015improving.pdf},
 doi = {http://dx.doi.org/10.1002/asi.23331}}
13.

Weighted Word Pairs for query expansion
(Francesco Colace, Massimo {De Santo}, Luca Greco, Paolo Napoletano) In Information Processing & Management, volume 51, number 1, pp. 179-193, Elsevier, 2015.

Download BibTex Doi 

@article{colace2015weighted,
 author = {Colace, Francesco and {De Santo}, Massimo and Greco, Luca and Napoletano, Paolo},
 year = {2015},
 month = {0306},
 pages = {179-193},
 title = {Weighted Word Pairs for query expansion},
 volume = {51},
 number = {1},
 publisher = {Elsevier},
 journal = {Information Processing \& Management},
 pdf = {/download/colace2015weighted.pdf},
 doi = {http://dx.doi.org/10.1016/j.ipm.2014.07.004}}
12.

Attentive Monitoring of Multiple Video Streams Driven by a Bayesian Foraging Strategy
(Paolo Napoletano, Giuseppe Boccignone, Francesco Tisato) In IEEE Transactions on Image Processing, volume 24, number 11, pp. 3266-3281, 2015.

Download BibTex Doi Project Page 

@article{napoletano2015attentive-monitoring,
 author = {Napoletano, Paolo and Boccignone, Giuseppe and Tisato, Francesco},
 year = {2015},
 month = {1},
 pages = {3266-3281},
 title = {Attentive Monitoring of Multiple Video Streams Driven by a Bayesian Foraging Strategy},
 volume = {24},
 number = {11},
 journal = {IEEE Transactions on Image Processing},
 pdf = {/download/napoletano2015attentive-monitoring.pdf},
 doi = {http://dx.doi.org/10.1109/TIP.2015.2431438},
 issn = {1057-7149},
 projectref = {http://www.ivl.disco.unimib.it/activities/multicamera-monitoring/}}
11.

Remote Sensing Image Classification Exploiting Multiple Kernel Learning
(Claudio Cusano, Paolo Napoletano, Raimondo Schettini) In IEEE Geoscience and Remote Sensing Letters, volume 12, number 11, pp. 2331-2335, 2015.

Download BibTex Doi 

@article{cusanoremote,
 author = {Cusano, Claudio and Napoletano, Paolo and Schettini, Raimondo},
 year = {2015},
 month = {1},
 pages = {2331-2335},
 title = {Remote Sensing Image Classification Exploiting Multiple Kernel Learning},
 volume = {12},
 number = {11},
 journal = {IEEE Geoscience and Remote Sensing Letters},
 keywords = {geophysical, techniques, image, classification, land, use, remote, sensing, kernel, learning, land, use, classification, remote, sensing, image, classification, Accuracy, Kernel, Optimization, Remote, sensing, Satellites, Standards, Training, Multiple, kernel, learning, MKL, remote, sensing, image, classification},
 pdf = {/download/cusano2015remote-sensing.pdf},
 doi = {10.1109/LGRS.2015.2476365},
 issn = {1545-598X}}
10.

Text classification using a few labeled examples
(Francesco Colace, Massimo De Santo, Luca Greco, Paolo Napoletano) In Computers in Human Behavior, volume 30, pp. 689-697, Elsevier, 2014.

Download BibTex Doi 

@article{colace2014text,
 author = {Colace, Francesco and De Santo, Massimo and Greco, Luca and Napoletano, Paolo},
 year = {2014},
 pages = {689-697},
 title = {Text classification using a few labeled examples},
 volume = {30},
 publisher = {Elsevier},
 journal = {Computers in Human Behavior},
 pdf = {/download/colace2014text.pdf},
 doi = {http://dx.doi.org/10.1016/j.chb.2013.07.043}}
9.

Combining local binary pattern and Local Color Contrast for texture classification under varying illumination
(Claudio Cusano, Paolo Napoletano, Raimondo Schettini) In Journal of the Optical Society of America A, volume 31, number 7, pp. 1453-1461, OSA, 2014.

Download BibTex Doi 

@article{napoletano2014texture,
 author = {Cusano, Claudio and Napoletano, Paolo and Schettini, Raimondo},
 year = {2014},
 month = {108},
 pages = {1453-1461},
 title = {Combining local binary pattern and Local Color Contrast for texture classification under varying illumination},
 volume = {31},
 number = {7},
 publisher = {OSA},
 journal = {Journal of the Optical Society of America A},
 pdf = {/download/napoletano2014texture.pdf},
 doi = {10.1364/JOSAA.31.001453},
 issn = {1084-7529}}
8.

Visuomotor Characterization of Eye Movements in a Drawing Task
(Ruben Coen Cagli, Paolo Coraggio, Paolo Napoletano, Odelia Schwartz, Mario Ferraro, Giuseppe Boccignone) In Vision Research, volume 49, number 8, pp. 810-818, Elsevier, 2009.

Download BibTex Doi 

@article{coen2009visuomotor-characterization,
 author = {Coen Cagli, Ruben and Coraggio, Paolo and Napoletano, Paolo and Schwartz, Odelia and Ferraro, Mario and Boccignone, Giuseppe},
 year = {2009},
 month = {0042},
 pages = {810-818},
 title = {Visuomotor Characterization of Eye Movements in a Drawing Task},
 volume = {49},
 number = {8},
 publisher = {Elsevier},
 journal = {Vision Research},
 pdf = {/download/coen2009visuomotor-characterization.pdf},
 doi = {http://dx.doi.org/10.1016/j.visres.2009.02.016}}
7.

What the draughtsman's hand tells the draughtsman's eye: A sensorimotor account of drawing
(Ruben Coen Cagli, Paolo Coraggio, Paolo Napoletano, Giuseppe Boccignone) In International Journal of Pattern Recognition and Artificial Intelligence (IJPRAI), volume 22, pp. 1015-1029, 2008.

Download BibTex Doi 

@article{cagli2008what-the,
 author = {Coen Cagli, Ruben and Coraggio, Paolo and Napoletano, Paolo and Boccignone, Giuseppe},
 year = {2008},
 month = {0218},
 pages = {1015-1029},
 title = {What the draughtsman's hand tells the draughtsman's eye: A sensorimotor account of drawing},
 volume = {22},
 journal = {International Journal of Pattern Recognition and Artificial Intelligence (IJPRAI)},
 pdf = {/download/cagli2008what-the.pdf},
 doi = {http://dx.doi.org/10.1142/S021800140800665X}}
6.

Bayesian Integration of Face and Low-Level Cues for Foveated Video Coding
(Giuseppe Boccignone, Angelo Marcelli, Paolo Napoletano, Gianluca Di Fiore, Giovanni Iacovoni, Salvatore Morsa) In IEEE Transactions on Circuits and Systems for Video Technology, volume 18, number 12, pp. 1727-1740, IEEE, 2008.

Download BibTex Doi 

@article{boccignone2008bayesian-integration,
 author = {Boccignone, Giuseppe and Marcelli, Angelo and Napoletano, Paolo and Di Fiore, Gianluca and Iacovoni, Giovanni and Morsa, Salvatore},
 year = {2008},
 month = {1051},
 pages = {1727-1740},
 title = {Bayesian Integration of Face and Low-Level Cues for Foveated Video Coding},
 volume = {18},
 number = {12},
 publisher = {IEEE},
 journal = {IEEE Transactions on Circuits and Systems for Video Technology},
 pdf = {/download/boccignone2008bayesian-integration.pdf},
 doi = {http://dx.doi.org/10.1109/TCSVT.2008.2005798}}
5.

Embedding diffusion in variational bayes: A technique for segmenting images
(Giuseppe Boccignone, Paolo Napoletano, Mario Ferraro) In International Journal of Pattern Recognition and Artificial Intelligence, volume 22, number 05, pp. 811-827, World Scientific, 2008.

Download BibTex Doi 

@article{boccignone2008embedding-diffusion,
 author = {Boccignone, Giuseppe and Napoletano, Paolo and Ferraro, Mario},
 year = {2008},
 pages = {811-827},
 title = {Embedding diffusion in variational bayes: A technique for segmenting images},
 volume = {22},
 number = {05},
 publisher = {World Scientific},
 journal = {International Journal of Pattern Recognition and Artificial Intelligence},
 pdf = {/download/boccignone2008embedding-diffusion.pdf},
 doi = {http://dx.doi.org/10.1142/S0218001408006533}}
4.

A multiresolution diffused expectation-maximization algorithm for medical image segmentation
(Giuseppe Boccignone, Paolo Napoletano, Vittorio Caggiano, Mario Ferraro) In Computers in Biology and Medicine, volume 37, number 1, pp. 83-96, Elsevier, 2007.

Download BibTex Doi 

@article{boccignone2007a-multiresolution,
 author = {Boccignone, Giuseppe and Napoletano, Paolo and Caggiano, Vittorio and Ferraro, Mario},
 year = {2007},
 month = {0010},
 pages = {83-96},
 title = {A multiresolution diffused expectation-maximization algorithm for medical image segmentation},
 volume = {37},
 number = {1},
 publisher = {Elsevier},
 journal = {Computers in Biology and Medicine},
 url = {http://dx.medra.org/10.1016/j.compbiomed.2005.10.002},
 pdf = {/download/boccignone2007a-multiresolution.pdf},
 doi = {10.1016/j.compbiomed.2005.10.002}}
3.

DrawBot: a bio-inspired robotic portraitist
(Ruben Coen Cagli, Paolo Coraggio, Paolo Napoletano) In Digital Creativity, volume 18, number 1, pp. 24-33, Routledge, 2007.

Download BibTex Doi 

@article{cagli2007drawbot-a,
 author = {Coen Cagli, Ruben and Coraggio, Paolo and Napoletano, Paolo},
 year = {2007},
 month = {1462},
 pages = {24-33},
 title = {DrawBot: a bio-inspired robotic portraitist},
 volume = {18},
 number = {1},
 publisher = {Routledge},
 journal = {Digital Creativity},
 pdf = {/download/cagli2007drawbot-a.pdf},
 doi = {10.1080/14626260701252442}}
2.

Bayesian propagation for perceiving moving objects
(Giuseppe Boccignone, Angelo Marcelli, Paolo Napoletano, Vittorio Caggiano, Gianluca Di Fiore) In International Journal of Pattern Recognition and Artificial Intelligence (IJPRAI), volume 20, number 6, pp. 835-847, World Scientific Publishing Co., 2006.

Download BibTex Doi 

@article{boccignone2006bayesian-propagation,
 author = {Boccignone, Giuseppe and Marcelli, Angelo and Napoletano, Paolo and Caggiano, Vittorio and Di Fiore, Gianluca},
 year = {2006},
 month = {0218},
 pages = {835-847},
 title = {Bayesian propagation for perceiving moving objects},
 volume = {20},
 number = {6},
 publisher = {World Scientific Publishing Co.},
 journal = {International Journal of Pattern Recognition and Artificial Intelligence (IJPRAI)},
 pdf = {/download/boccignone2006bayesian-propagation.pdf},
 doi = {http://dx.doi.org/10.1142/S0218001406004995}}
1.

Diffused expectation maximisation for image segmentation
(Giuseppe Boccignone, Mario Ferraro, Paolo Napoletano) In Electronics Letters, volume 40, pp. 1107-1108, IET, 2004.

Download BibTex Doi 

@article{boccignone2004diffused-expectation,
 author = {Boccignone, Giuseppe and Ferraro, Mario and Napoletano, Paolo},
 year = {2004},
 month = {0013},
 pages = {1107-1108},
 title = {Diffused expectation maximisation for image segmentation},
 volume = {40},
 publisher = {IET},
 journal = {Electronics Letters},
 pdf = {/download/boccignone2004diffused-expectation.pdf},
 doi = {http://dx.doi.org/10.1049/el:20045792}}

Books, Special Issues, and Proceedings

2.

Special Section Guest Editorial: Color in Texture and Material Recognition
(Raimondo Schettini, Joost Weijer, Claudio Cusano, Paolo Napoletano) volume 25 of Journal of Electronic Imaging, number 6, pp. 061401-061401, International Society for Optics and Photonics, 2016.

BibTex 

@book{schettini2016special,
 author = {Schettini, Raimondo and van de Weijer, Joost and Cusano, Claudio and Napoletano, Paolo},
 year = {2016},
 pages = {061401-061401},
 title = {Special Section Guest Editorial: Color in Texture and Material Recognition},
 volume = {25},
 number = {6},
 publisher = {International Society for Optics and Photonics},
 series = {Journal of Electronic Imaging}}
1.

Informatica per le arti visive, la musica e lo spettacolo
(Massimo De Santo, Francesco Colace, Paolo Napoletano) Italy, McGraw-Hill Company, 2012.

BibTex 

@book{desanto2012informatica-per,
 author = {De Santo, Massimo and Colace, Francesco and Napoletano, Paolo},
 year = {2012},
 title = {Informatica per le arti visive, la musica e lo spettacolo},
 publisher = {McGraw-Hill Company},
 series = {ISBN: 978-88-386-6574-5},
 address = {Italy},
 keywords = {english, title, Computer, Science, for, Visual, Arts, Music, and, Theatre}}

Conference Papers

64.

Iconic-Based Retrieval of Grocery Images via Siamese Neural Network
(Gianluigi Ciocca, Paolo Napoletano, Simone Giuseppe Locatelli) In Pattern Recognition. ICPR International Workshops and Challenges, Cham, pp. 269-281, Springer International Publishing, 2021.

BibTex 

@inproceedings{ciocca21-iconic,
 author = {Ciocca, Gianluigi and Napoletano, Paolo and Locatelli, Simone Giuseppe},
 year = {2021},
 pages = {269-281},
 title = {Iconic-Based Retrieval of Grocery Images via Siamese Neural Network},
 publisher = {Springer International Publishing},
 address = {Cham},
 booktitle = {Pattern Recognition. ICPR International Workshops and Challenges}}
63.

Multi-task Learning for Supervised and Unsupervised Classification of Grocery Images
(Gianluigi Ciocca, Paolo Napoletano, Simone Giuseppe Locatelli) In Pattern Recognition. ICPR International Workshops and Challenges, Cham, pp. 325-338, Springer International Publishing, 2021.

BibTex 

@inproceedings{ciocca21-multitask,
 author = {Ciocca, Gianluigi and Napoletano, Paolo and Locatelli, Simone Giuseppe},
 year = {2021},
 pages = {325-338},
 title = {Multi-task Learning for Supervised and Unsupervised Classification of Grocery Images},
 publisher = {Springer International Publishing},
 address = {Cham},
 booktitle = {Pattern Recognition. ICPR International Workshops and Challenges}}
62.

Personalized Models in Human Activity Recognition using Deep Learning
(Hamza Amrani, Daniela Micucci, Paolo Napoletano) In 2020 25th International Conference on Pattern Recognition (ICPR), pp. 9682-9688, 2021.

BibTex 

@inproceedings{amrani2021personalized,
 author = {Amrani, Hamza and Micucci, Daniela and Napoletano, Paolo},
 year = {2021},
 pages = {9682-9688},
 title = {Personalized Models in Human Activity Recognition using Deep Learning},
 organization = {IEEE},
 booktitle = {2020 25th International Conference on Pattern Recognition (ICPR)}}
61.

AESA Adaptive Beamforming Using Deep Learning
(Simone Bianco, Maurizio Feo, Paolo Napoletano, Giovanni Petraglia, Alberto Raimondi, Pietro Vinetti) In 2020 IEEE Radar Conference, pp. in press, 2020.

BibTex 

@inproceedings{bianco2019-aesa,
 author = {Bianco, Simone and Feo, Maurizio and Napoletano, Paolo and Petraglia, Giovanni and Raimondi, Alberto and Vinetti, Pietro},
 year = {2020},
 pages = {in press},
 title = {AESA Adaptive Beamforming Using Deep Learning},
 organization = {IEEE},
 booktitle = {2020 IEEE Radar Conference}}
60.

Evaluation of Automatic Image Color Theme Extraction Methods
(Gianluigi Ciocca, Paolo Napoletano, Raimondo Schettini) In Computational Color Imaging, volume 11418 of Lecture Notes in Computer Science, pp. 165-179, Springer International Publishing, 2019.

BibTex Doi 

@inproceedings{ciocca2019colorthemes,
 author = {Ciocca, Gianluigi and Napoletano, Paolo and Schettini, Raimondo},
 editor = {Tominaga, Shoji and Schettini, Raimondo and Tr{\\\\\\\'e}meau, Alain and Horiuchi, Takahiko},
 year = {2019},
 pages = {165-179},
 title = {Evaluation of Automatic Image Color Theme Extraction Methods},
 volume = {11418},
 publisher = {Springer International Publishing},
 series = {Lecture Notes in Computer Science},
 booktitle = {Computational Color Imaging},
 doi = {10.1007/978-3-030-13940-7_13}}
59.

Multimodal Car Driver Stress Recognition
(Simone Bianco, Paolo Napoletano, Raimondo Schettini) In Proceedings of the 13th EAI International Conference on Pervasive Computing Technologies for Healthcare, pp. 302-307, 2019.

BibTex 

@inproceedings{bianco2019-multimodal,
 author = {Bianco, Simone and Napoletano, Paolo and Schettini, Raimondo},
 year = {2019},
 pages = {302-307},
 title = {Multimodal Car Driver Stress Recognition},
 organization = {ACM},
 booktitle = {Proceedings of the 13th EAI International Conference on Pervasive Computing Technologies for Healthcare}}
58.

A blockchain technology for privacy protection and probative value preservation of vehicle driver data
(Claudio Ferretti, Alberto Leporati, Francesco Morano, Paolo Napoletano, Raimondo Schettini) In Proceedings of 23d IEEE ISCT International Symposium on Consumer Technologies, 2019.

BibTex 

@inproceedings{ferretti2019-a-blockchain,
 author = {Ferretti, Claudio and Leporati, Alberto and Morano, Francesco and Napoletano, Paolo and Schettini, Raimondo},
 year = {2019},
 title = {A blockchain technology for privacy protection and probative value preservation of vehicle driver data},
 booktitle = {Proceedings of 23d IEEE ISCT International Symposium on Consumer Technologies}}
57.

On the Homogenization of Heterogeneous Inertial-based Databases for Human Activity Recognition
(Anna Ferrari, Daniela Micucci, Mobilio Marco, Paolo Napoletano) In Proceedings of IEEE SERVICES Workshop on Big Data for Public Health Policy Making, 2019.

BibTex 

@inproceedings{ferrari2019-on-the,
 author = {Ferrari, Anna and Micucci, Daniela and Marco, Mobilio and Napoletano, Paolo},
 year = {2019},
 title = {On the Homogenization of Heterogeneous Inertial-based Databases for Human Activity Recognition},
 booktitle = {Proceedings of IEEE SERVICES Workshop on Big Data for Public Health Policy Making}}
56.

Hand-crafted Features vs Residual Networks for Human Activities Recognition using Accelerometer
(Anna Ferrari, Daniela Micucci, Mobilio Marco, Paolo Napoletano) In Proceedings of 23d IEEE ISCT International Symposium on Consumer Technologies, 2019.

BibTex 

@inproceedings{ferrari2019-hand-crafted,
 author = {Ferrari, Anna and Micucci, Daniela and Marco, Mobilio and Napoletano, Paolo},
 year = {2019},
 title = {Hand-crafted Features vs Residual Networks for Human Activities Recognition using Accelerometer},
 booktitle = {Proceedings of 23d IEEE ISCT International Symposium on Consumer Technologies}}
55.

A Framework for Long-Term Data Collection to Support Automatic Human Activity Recognition
(Anna Ferrari, Daniela Micucci, Mobilio Marco, Paolo Napoletano) In Proceedings of Intelligent Environments: Workshop on Reliable Intelligent Environment (IE 19), 2019.

BibTex 

@inproceedings{ferrari2019,
 author = {Ferrari, Anna and Micucci, Daniela and Marco, Mobilio and Napoletano, Paolo},
 year = {2019},
 title = {A Framework for Long-Term Data Collection to Support Automatic Human Activity Recognition},
 booktitle = {Proceedings of Intelligent Environments: Workshop on Reliable Intelligent Environment (IE 19)}}
54.

Combining Saliency Estimation methods
(Marco Buzzelli, Simone Bianco, Gianluigi Ciocca) In Image Analysis and Processing - ICIAP 2019, volume 11752 of Lecture Notes in Computer Science, pp. 326-336, Springer, 2019.

Download BibTex Doi 

@inproceedings{buzzelli2019combining-saliency,
 author = {Buzzelli, Marco and Bianco, Simone and Ciocca, Gianluigi},
 year = {2019},
 pages = {326-336},
 title = {Combining Saliency Estimation methods},
 volume = {11752},
 publisher = {Springer},
 series = {Lecture Notes in Computer Science},
 booktitle = {Image Analysis and Processing - ICIAP 2019},
 pdf = {/download/2019a_Combining_Saliency_Estimation_Methods.pdf},
 doi = {10.1007/978-3-030-30645-8_30}}
53.

Analyzing color harmony of food images
(Gianluigi Ciocca, Paolo Napoletano, Raimondo Schettini, Artese Maria Teresa, Isabella Gagliardi) In 27th Color and Imaging Conference, pp. 369-374, 2019.

BibTex Doi 

@inproceedings{ciocca2019harmony,
 author = {Ciocca, Gianluigi and Napoletano, Paolo and Schettini, Raimondo and Artese Maria Teresa, and Gagliardi, Isabella},
 year = {2019},
 pages = {369-374},
 title = {Analyzing color harmony of food images},
 booktitle = {27th Color and Imaging Conference},
 doi = {10.2352/issn.2169-2629.2019.27.66}}
52.

Image Memorability using Diverse Visual Features and Soft Attention
(Marco Leonardi, Luigi Celona, Paolo Napoletano, Simone Bianco, Raimondo Schettini, Franco Manessi, Alessandro Rozza) In Image Analysis and Processing - ICIAP 2019, pp. 171-180, Springer, 2019.

BibTex Doi 

@inproceedings{leonardi2019imem,
 author = {Leonardi, Marco and Celona, Luigi and Napoletano, Paolo and Bianco, Simone and Schettini, Raimondo and Manessi, Franco and Rozza, Alessandro},
 year = {2019},
 pages = {171-180},
 title = {Image Memorability using Diverse Visual Features and Soft Attention},
 publisher = {Springer},
 series = {Lecture Notes in Computer Science},
 isbn = {978-3-030-30645-8},
 booktitle = {Image Analysis and Processing - ICIAP 2019},
 doi = {10.1007/978-3-030-30645-8_16}}
51.

Autocropping: A Closer Look at Benchmark Datasets
(Luigi Celona, Gianluigi Ciocca, Paolo Napoletano, Raimondo Schettini) In Image Analysis and Processing - ICIAP 2019, volume 11752 of Lecture Notes in Computer Science, pp. 315-325, Springer, 2019.

BibTex Doi 

@inproceedings{celona2019autocropping,
 author = {Celona, Luigi and Ciocca, Gianluigi and Napoletano, Paolo and Schettini, Raimondo},
 year = {2019},
 pages = {315-325},
 title = {Autocropping: A Closer Look at Benchmark Datasets},
 volume = {11752},
 publisher = {Springer},
 series = {Lecture Notes in Computer Science},
 isbn = {978-3-030-30645-8},
 booktitle = {Image Analysis and Processing - ICIAP 2019},
 doi = {10.1007/978-3-030-30645-8_29}}
50.

Human Activities Recognition Using Accelerometer and Gyroscope
(Anna Ferrari, Daniela Micucci, Marco Mobilio, Paolo Napoletano) In European Conference on Ambient Intelligence, pp. 357-362, 2019.

BibTex 

@inproceedings{ferrari2019-human,
 author = {Ferrari, Anna and Micucci, Daniela and Mobilio, Marco and Napoletano, Paolo},
 year = {2019},
 pages = {357-362},
 title = {Human Activities Recognition Using Accelerometer and Gyroscope},
 organization = {Springer},
 booktitle = {European Conference on Ambient Intelligence}}
49.

Activity monitoring from RGB input for indoor action recognition systems
(Gianluigi Ciocca, Alessio Elmi, Paolo Napoletano, Raimondo Schettini) In International Conference on Consumer Electronics - Berlin (ICCE-Berlin), pp. 1-4, 2018.

BibTex Doi 

@inproceedings{ciocca2018activity-monitoring,
 author = {Ciocca, Gianluigi and Elmi, Alessio and Napoletano, Paolo and Schettini, Raimondo},
 year = {2018},
 pages = {1-4},
 title = {Activity monitoring from RGB input for indoor action recognition systems},
 organization = {IEEE},
 booktitle = {International Conference on Consumer Electronics - Berlin (ICCE-Berlin)},
 doi = {10.1109/ICCE-Berlin.2018.8576233}}
48.

IVLFood-WS: Recognizing food in the wild using Deep Learning
(Gianluigi Ciocca, Paolo Napoletano, Raimondo Schettini) In International Conference on Consumer Electronics - Berlin (ICCE-Berlin), pp. 1-6, 2018.

BibTex Doi 

@inproceedings{ciocca2018ivlfood-ws,
 author = {Ciocca, Gianluigi and Napoletano, Paolo and Schettini, Raimondo},
 year = {2018},
 pages = {1-6},
 title = {IVLFood-WS: Recognizing food in the wild using Deep Learning},
 organization = {IEEE},
 booktitle = {International Conference on Consumer Electronics - Berlin (ICCE-Berlin)},
 doi = {10.1109/ICCE-Berlin.2018.8576207}}
47.

Recognition of driver distractions using deep learning
(Leonel Cuevas, Paolo Napoletano, Raimondo Schettini) In International Conference on Consumer Electronics - Berlin (ICCE-Berlin), pp. -, 2018.

BibTex 

@inproceedings{cuevas2018recognition,
 author = {Cuevas, Leonel and Napoletano, Paolo and Schettini, Raimondo},
 year = {2018},
 pages = {-},
 title = {Recognition of driver distractions using deep learning},
 organization = {IEEE},
 booktitle = {International Conference on Consumer Electronics - Berlin (ICCE-Berlin)}}
46.

Combining heart and breathing rate for car driver stress recognition
(Paolo Napoletano, Stefano Rossi) In International Conference on Consumer Electronics - Berlin (ICCE-Berlin), pp. -, 2018.

BibTex 

@inproceedings{napoletano2018combining,
 author = {Napoletano, Paolo and Rossi, Stefano},
 year = {2018},
 pages = {-},
 title = {Combining heart and breathing rate for car driver stress recognition},
 organization = {IEEE},
 booktitle = {International Conference on Consumer Electronics - Berlin (ICCE-Berlin)}}
45.

Discriminative Deep Audio Feature Embedding for Speaker Recognition in the Wild
(Simone Bianco, Elia Cereda, Paolo Napoletano) In 2018 IEEE 8th International Conference on Consumer Electronics - Berlin (ICCE-Berlin), pp. 1-5, 2018.

BibTex Doi 

@inproceedings{bianco2018discriminative,
 author = {Bianco, Simone and Cereda, Elia and Napoletano, Paolo},
 year = {2018},
 pages = {1-5},
 title = {Discriminative Deep Audio Feature Embedding for Speaker Recognition in the Wild},
 organization = {IEEE},
 booktitle = {2018 IEEE 8th International Conference on Consumer Electronics - Berlin (ICCE-Berlin)},
 doi = {10.1109/ICCE-Berlin.2018.8576237},
 issn = {2166-6822}}
44.

Automated Pruning for Deep Neural Network Compression
(Franco Manessi, Alessandro Rozza, Simone Bianco, Paolo Napoletano, Raimondo Schettini) In 2018 24th International Conference on Pattern Recognition (ICPR), pp. 657-664, 2018.

BibTex Doi 

@inproceedings{manessi2018automated,
 author = {Manessi, Franco and Rozza, Alessandro and Bianco, Simone and Napoletano, Paolo and Schettini, Raimondo},
 year = {2018},
 pages = {657-664},
 title = {Automated Pruning for Deep Neural Network Compression},
 booktitle = {2018 24th International Conference on Pattern Recognition (ICPR)},
 doi = {10.1109/ICPR.2018.8546129},
 issn = {1051-4651}}
43.

Visual-based sentiment logging in magic smart mirrors
(Simone Bianco, Luigi Celona, Paolo Napoletano) In 2018 IEEE 8th International Conference on Consumer Electronics - Berlin (ICCE-Berlin), pp. 1-4, 2018.

BibTex Doi 

@inproceedings{bianco2018visualbased,
 author = {Bianco, Simone and Celona, Luigi and Napoletano, Paolo},
 year = {2018},
 pages = {1-4},
 title = {Visual-based sentiment logging in magic smart mirrors},
 organization = {IEEE},
 booktitle = {2018 IEEE 8th International Conference on Consumer Electronics - Berlin (ICCE-Berlin)},
 doi = {10.1109/ICCE-Berlin.2018.8576217},
 issn = {2166-6822}}
42.

Improved Opponent Colour Local Binary Patterns for Colour Texture Classification
(Francesco Bianconi, Raquel Bello-Cerezo, Paolo Napoletano, Francesco Di Maria) In International Workshop on Computational Color Imaging, pp. 272-281, 2017.

BibTex 

@inproceedings{bianconi2017improved,
 author = {Bianconi, Francesco and Bello-Cerezo, Raquel and Napoletano, Paolo and Di Maria, Francesco},
 year = {2017},
 pages = {272-281},
 title = {Improved Opponent Colour Local Binary Patterns for Colour Texture Classification},
 organization = {Springer},
 booktitle = {International Workshop on Computational Color Imaging}}
41.

Hand-Crafted vs Learned Descriptors for Color Texture Classification
(Paolo Napoletano) In International Workshop on Computational Color Imaging, pp. 259-271, 2017.

BibTex 

@inproceedings{napoletano2017hand,
 author = {Napoletano, Paolo},
 year = {2017},
 pages = {259-271},
 title = {Hand-Crafted vs Learned Descriptors for Color Texture Classification},
 organization = {Springer},
 booktitle = {International Workshop on Computational Color Imaging}}
40.

On the Importance of Domain Adaptation in Texture Classification
(Barbara Caputo, Claudio Cusano, Martina Lanzi, Paolo Napoletano, Raimondo Schettini) In New Trends in Image Analysis and Processing -- ICIAP 2017, volume - of Lecture Notes in Computer Science, pp. -, Springer International Publishing, 2017.

BibTex 

@inproceedings{caputoTexture,
 author = {Caputo, Barbara and Cusano, Claudio and Lanzi, Martina and Napoletano, Paolo and Schettini, Raimondo},
 year = {2017},
 pages = {-},
 title = {On the Importance of Domain Adaptation in Texture Classification},
 volume = {-},
 publisher = {Springer International Publishing},
 series = {Lecture Notes in Computer Science},
 booktitle = {New Trends in Image Analysis and Processing -- ICIAP 2017}}
39.

Learning CNN-based Features for Retrieval of Food Images
(Gianluigi Ciocca, Paolo Napoletano, Raimondo Schettini) In New Trends in Image Analysis and Processing -- ICIAP 2017: ICIAP International Workshops, WBICV, SSPandBE, 3AS, RGBD, NIVAR, IWBAAS, and MADiMa 2017, Catania, Italy, September 11-15, 2017, Revised Selected Papers, Cham, pp. 426-434, Springer International Publishing, 2017.

Download BibTex Doi Project Page 

@inproceedings{ciocca2017Learning-CNN,
 author = {Ciocca, Gianluigi and Napoletano, Paolo and Schettini, Raimondo},
 editor = {Battiato, Sebastiano and Farinella, Giovanni Maria and Leo, Marco and Gallo, Giovanni},
 year = {2017},
 pages = {426-434},
 title = {Learning CNN-based Features for Retrieval of Food Images},
 publisher = {Springer International Publishing},
 address = {Cham},
 isbn = {978-3-319-70742-6},
 booktitle = {New Trends in Image Analysis and Processing -- ICIAP 2017: ICIAP International Workshops, WBICV, SSPandBE, 3AS, RGBD, NIVAR, IWBAAS, and MADiMa 2017, Catania, Italy, September 11-15, 2017, Revised Selected Papers},
 pdf = {/download/Ciocca2017learning-cnn.pdf},
 doi = {10.1007/978-3-319-70742-6_41},
 projectref = {http://www.ivl.disco.unimib.it/activities/food524db/}}
38.

Predicting Image Aesthetics with Deep Learning
(Simone Bianco, Luigi Celona, Paolo Napoletano, Raimondo Schettini) In Advanced Concepts for Intelligent Vision Systems: 17th International Conference (ACIVS 2016), volume 10016, pp. 117-125, Springer International Publishing, 2016.

Download BibTex Doi 

@inproceedings{Bianco2016predicting-image,
 author = {Bianco, Simone and Celona, Luigi and Napoletano, Paolo and Schettini, Raimondo},
 year = {2016},
 pages = {117-125},
 title = {Predicting Image Aesthetics with Deep Learning},
 volume = {10016},
 publisher = {Springer International Publishing},
 isbn = {978-3-319-48680-2},
 booktitle = {Advanced Concepts for Intelligent Vision Systems: 17th International Conference (ACIVS 2016)},
 pdf = {/download/Bianco2016predicting-image.pdf},
 doi = {10.1007/978-3-319-48680-2_11}}
37.

Food Recognition and Leftover Estimation for Daily Diet Monitoring
(Gianluigi Ciocca, Paolo Napoletano, Raimondo Schettini) In New Trends in Image Analysis and Processing -- ICIAP 2015 Workshops, volume 9281 of Lecture Notes in Computer Science, pp. 334-341, Springer International Publishing, 2015.

BibTex Doi 

@inproceedings{ciocca2015food-recognition,
 author = {Ciocca, Gianluigi and Napoletano, Paolo and Schettini, Raimondo},
 editor = {Murino, Vittorio and Puppo, Enrico and Sona, Diego and Cristani, Marco and Sansone, Carlo},
 year = {2015},
 pages = {334-341},
 title = {Food Recognition and Leftover Estimation for Daily Diet Monitoring},
 volume = {9281},
 publisher = {Springer International Publishing},
 series = {Lecture Notes in Computer Science},
 booktitle = {New Trends in Image Analysis and Processing -- ICIAP 2015 Workshops},
 doi = {10.1007/978-3-319-23222-5_41}}
36.

Local Angular Patterns for Color Texture Classification
(Claudio Cusano, Paolo Napoletano, Raimondo Schettini) In New Trends in Image Analysis and Processing -- ICIAP 2015 Workshops, volume 9281 of Lecture Notes in Computer Science, pp. 111-118, Springer International Publishing, 2015.

BibTex Project Page 

@inproceedings{cusano2015local-angular,
 author = {Cusano, Claudio and Napoletano, Paolo and Schettini, Raimondo},
 editor = {Murino, Vittorio and Puppo, Enrico and Sona, Diego and Cristani, Marco and Sansone, Carlo},
 year = {2015},
 pages = {111-118},
 title = {Local Angular Patterns for Color Texture Classification},
 volume = {9281},
 publisher = {Springer International Publishing},
 series = {Lecture Notes in Computer Science},
 booktitle = {New Trends in Image Analysis and Processing -- ICIAP 2015 Workshops},
 projectref = {http://www.ivl.disco.unimib.it/activities/rawfoot-db-raw-food-texture-database/}}
35.

An attentive multi-camera system
(Paolo Napoletano, Francesco Tisato) In Image Processing: Machine Vision Applications VII, volume 9024, pp. 90240-, SPIE, 2014.

BibTex Doi 

@inproceedings{napoletano2014attentive-multicamera,
 author = {Napoletano, Paolo and Tisato, Francesco},
 year = {2014},
 pages = {90240-},
 title = {An attentive multi-camera system},
 volume = {9024},
 publisher = {SPIE},
 booktitle = {Image Processing: Machine Vision Applications VII},
 doi = {10.1117/12.2042652}}
34.

Query expansion through weighted word Pairs
(Francesco Colace, Massimo De Santo, Luca Greco, Paolo Napoletano) In 22nd Italian Symposium on Advanced Database Systems, SEBD 2014, pp. 399-406, 2014.

BibTex 

@inproceedings{Colace2014399,
 author = {Colace, Francesco and De Santo, Massimo and Greco, Luca and Napoletano, Paolo},
 year = {2014},
 pages = {399-406},
 title = {Query expansion through weighted word Pairs},
 booktitle = {22nd Italian Symposium on Advanced Database Systems, SEBD 2014}}
33.

On the Use of MKL for Cooking Action Recognition
(Simone Bianco, Gianluigi Ciocca, Paolo Napoletano) In Image Processing: Machine Vision Applications VII, volume 9024, pp. 90240G, SPIE, 2014.

BibTex Doi 

@inproceedings{bianco2014on-the,
 author = {Bianco, Simone and Ciocca, Gianluigi and Napoletano, Paolo},
 year = {2014},
 pages = {90240G},
 title = {On the Use of MKL for Cooking Action Recognition},
 volume = {9024},
 publisher = {SPIE},
 booktitle = {Image Processing: Machine Vision Applications VII},
 doi = {10.1117/12.2041939}}
32.

Illuminant Invariant Descriptors for Color Texture Classification
(Claudio Cusano, Paolo Napoletano, Raimondo Schettini) In Computational Color Imaging, Fourth International Workshop, volume 7786 of Lecture Notes in Computer Science, pp. 239-249, Springer Berlin / Heidelberg, 2013.

BibTex Doi 

@inproceedings{cusano2013illuminant-invariant,
 author = {Cusano, Claudio and Napoletano, Paolo and Schettini, Raimondo},
 year = {2013},
 pages = {239-249},
 title = {Illuminant Invariant Descriptors for Color Texture Classification},
 volume = {7786},
 publisher = {Springer Berlin / Heidelberg},
 series = {Lecture Notes in Computer Science},
 isbn = {978-3-642-36699-4},
 booktitle = {Computational Color Imaging, Fourth International Workshop},
 doi = {10.1007/978-3-642-36700-7_19}}
31.

A semi-automatic annotation tool for cooking video
(Simone Bianco, Gianluigi Ciocca, Paolo Napoletano, Raimondo Schettini, Roberto Margherita, Gianluca Marini, Giorgio Gianforme, Giuseppe Pantaleo) In Image Processing: Machine Vision Applications VI, volume 8661, pp. 866112, SPIE, 2013.

BibTex Doi Project Page 

@inproceedings{bianco2013semiautomatic-annotation,
 author = {Bianco, Simone and Ciocca, Gianluigi and Napoletano, Paolo and Schettini, Raimondo and Margherita, Roberto and Marini, Gianluca and Gianforme, Giorgio and Pantaleo, Giuseppe},
 year = {2013},
 pages = {866112},
 title = {A semi-automatic annotation tool for cooking video},
 volume = {8661},
 publisher = {SPIE},
 booktitle = {Image Processing: Machine Vision Applications VI},
 doi = {10.1117/12.2003878},
 projectref = {http://www.ivl.disco.unimib.it/research/ivat/}}
30.

Intensity and color descriptors for texture classification
(Claudio Cusano, Paolo Napoletano, Raimondo Schettini) In Image Processing: Machine Vision Applications VI, volume 8661, pp. 866113, SPIE, 2013.

BibTex Doi 

@inproceedings{cusano2013intensity-color,
 author = {Cusano, Claudio and Napoletano, Paolo and Schettini, Raimondo},
 year = {2013},
 pages = {866113},
 title = {Intensity and color descriptors for texture classification},
 volume = {8661},
 publisher = {SPIE},
 booktitle = {Image Processing: Machine Vision Applications VI},
 doi = {10.1117/12.2006070}}
29.

Cooking action recognition with iVAT: an interactive video annotation tool
(Simone Bianco, Gianluigi Ciocca, Paolo Napoletano, Raimondo Schettini, Roberto Margherita, Gianluca Marini, Giuseppe Pantaleo) In 17th International Conference on Image Analysis and Processing (ICIAP 2013), volume 8157 of Lecture Notes in Computer Science, pp. 631-641, Springer Berlin / Heidelberg, 2013.

BibTex Doi Project Page 

@inproceedings{bianco2013cooking-action,
 author = {Bianco, Simone and Ciocca, Gianluigi and Napoletano, Paolo and Schettini, Raimondo and Margherita, Roberto and Marini, Gianluca and Pantaleo, Giuseppe},
 year = {2013},
 pages = {631-641},
 title = {Cooking action recognition with iVAT: an interactive video annotation tool},
 volume = {8157},
 publisher = {Springer Berlin / Heidelberg},
 series = {Lecture Notes in Computer Science},
 booktitle = {17th International Conference on Image Analysis and Processing (ICIAP 2013)},
 doi = {10.1007/978-3-642-41184-7_64},
 projectref = {http://www.ivl.disco.unimib.it/research/ivat/}}
28.

On the robustness of color texture descriptors across illuminants
(Simone Bianco, Claudio Cusano, Paolo Napoletano, Raimondo Schettini) In 17th International Conference on Image Analysis and Processing (ICIAP 2013), volume 8157 of Lecture Notes in Computer Science, pp. 652-662, Springer Berlin / Heidelberg, 2013.

BibTex 

@inproceedings{bianco2013robustness-color,
 author = {Bianco, Simone and Cusano, Claudio and Napoletano, Paolo and Schettini, Raimondo},
 year = {2013},
 pages = {652-662},
 title = {On the robustness of color texture descriptors across illuminants},
 volume = {8157},
 publisher = {Springer Berlin / Heidelberg},
 series = {Lecture Notes in Computer Science},
 booktitle = {17th International Conference on Image Analysis and Processing (ICIAP 2013)}}
27.

Improving text retrieval accuracy by using a minimal relevance feedback
(Francesco Colace, Massimo De Santo, Luca Greco, Paolo Napoletano) In Knowledge Discovery, Knowledge Engineering and Knowledge Management, volume 348 of Communications in Computer and Information Science, pp. 126-140, Springer Berlin Heidelberg, 2013.

BibTex 

@inproceedings{colace2012improving-text,
 author = {Colace, Francesco and De Santo, Massimo and Greco, Luca and Napoletano, Paolo},
 editor = {Fred, Ana and Dietz, J and Liu, K and Filipe, Jose},
 year = {2013},
 pages = {126-140},
 title = {Improving text retrieval accuracy by using a minimal relevance feedback},
 volume = {348},
 publisher = {Springer Berlin Heidelberg},
 series = {Communications in Computer and Information Science},
 isbn = {978-3-642-37185-1},
 booktitle = {Knowledge Discovery, Knowledge Engineering and Knowledge Management}}
26.

Learning to classify text using a few labeled examples
(Francesco Colace, Massimo De Santo, Luca Greco, Paolo Napoletano) In Knowledge Discovery, Knowledge Engineering and Knowledge Management, volume 348 of Communications in Computer and Information Science, pp. 200-214, Springer Berlin Heidelberg, 2013.

BibTex 

@inproceedings{colace2012learning-to,
 author = {Colace, Francesco and De Santo, Massimo and Greco, Luca and Napoletano, Paolo},
 editor = {Fred, Ana and Dietz, JanL.G. and Liu, Kecheng and Filipe, Joaquim},
 year = {2013},
 pages = {200-214},
 title = {Learning to classify text using a few labeled examples},
 volume = {348},
 publisher = {Springer Berlin Heidelberg},
 series = {Communications in Computer and Information Science},
 isbn = {978-3-642-37185-1},
 booktitle = {Knowledge Discovery, Knowledge Engineering and Knowledge Management}}
25.

A Query Expansion Method based on a Weighted Word Pairs Approach
(Francesco Colace, Massimo De Santo, Luca Greco, Paolo Napoletano) In Proceedings of the 3nd Italian Information Retrieval (IIR), volume 964 of CEUR Workshop Proceedings, CEUR-WS.org, 2013.

BibTex 

@inproceedings{iir2013,
 author = {Colace, Francesco and De Santo, Massimo and Greco, Luca and Napoletano, Paolo},
 year = {2013},
 title = {A Query Expansion Method based on a Weighted Word Pairs Approach},
 volume = {964},
 publisher = {CEUR-WS.org},
 series = {CEUR Workshop Proceedings},
 booktitle = {Proceedings of the 3nd Italian Information Retrieval (IIR)}}
24.

Informal Lightweight Knowledge Extraction from Documents
(Francesco Colace, Massimo Santo, Paolo Napoletano) In Recent Progress in Data Engineering and Internet Technology, volume 156 of Lecture Notes in Electrical Engineering, pp. 181-186, Springer Berlin Heidelberg, 2013.

BibTex Doi 

@inproceedings{ColaceSC13,
 author = {Colace, Francesco and Santo, Massimo and Napoletano, Paolo},
 editor = {Gaol, Ford Lumban},
 year = {2013},
 pages = {181-186},
 title = {Informal Lightweight Knowledge Extraction from Documents},
 volume = {156},
 publisher = {Springer Berlin Heidelberg},
 series = {Lecture Notes in Electrical Engineering},
 isbn = {978-3-642-28806-7},
 booktitle = {Recent Progress in Data Engineering and Internet Technology},
 url = {http://dx.doi.org/10.1007/978-3-642-28807-4_25},
 doi = {10.1007/978-3-642-28807-4_25}}
23.

Mixed Graph of Terms: beyond the bags of words representation of a text
(Paolo Napoletano, Massimo De Santo, Antonio Pietrosanto, Consolatina Liguori, Vincenzo Paciello, Francesco Polese) In Proceedings of the 45th Hawaii International Conference on System Sciences, pp. i-, IEEE Computer Society, 2012.

BibTex Doi 

@inproceedings{napoletano2012mixed-graph,
 author = {Napoletano, Paolo and De Santo, Massimo and Pietrosanto, Antonio and Liguori, Consolatina and Paciello, Vincenzo and Polese, Francesco},
 year = {2012},
 pages = {i-},
 title = {Mixed Graph of Terms: beyond the bags of words representation of a text},
 publisher = {IEEE Computer Society},
 booktitle = {Proceedings of the 45th Hawaii International Conference on System Sciences},
 doi = {10.1109/HICSS.2012.432}}
22.

Text classification using a graph of terms
(Paolo Napoletano, Francesco Colace, Massimo De Santo, Luca Greco) In Proceedings of the The Sixth International Conference on Complex, Intelligent, and Software Intensive Systems (CISIS), pp. 1070-1079, IEEE Computer Society, 2012.

BibTex Doi 

@inproceedings{napoletano2012text-classification,
 author = {Napoletano, Paolo and Colace, Francesco and De Santo, Massimo and Greco, Luca},
 year = {2012},
 pages = {1070-1079},
 title = {Text classification using a graph of terms},
 publisher = {IEEE Computer Society},
 booktitle = {Proceedings of the The Sixth International Conference on Complex, Intelligent, and Software Intensive Systems (CISIS)},
 doi = {10.1109/CISIS.2012.183}}
21.

Ontological Filtering for Sentiment Analysis
(Francesco Colace, Massimo De Santo, Paolo Napoletano, C Becchi, S K Chang) In Proceedings of the 18th International Conference on Distributed Multimedia Systems, DMS, BEST PAPER AWARD, pp. 60-66, Knowledge Systems Institute, 2012.

BibTex 

@inproceedings{ColaceSNBC12,
 author = {Colace, Francesco and De Santo, Massimo and Napoletano, Paolo and Becchi, C and Chang, S K},
 year = {2012},
 pages = {60-66},
 title = {Ontological Filtering for Sentiment Analysis},
 note = {BEST PAPER AWARD},
 publisher = {Knowledge Systems Institute},
 isbn = {1-891706-32-2},
 booktitle = {Proceedings of the 18th International Conference on Distributed Multimedia Systems, DMS}}
20.

A new text classification technique using small training sets
(Fabio Clarizia, Francesco Colace, Massimo De Santo, Luca Greco, Paolo Napoletano) In Proceedings of 11th International Conference on Intelligent Systems Design and Applications, pp. 1038-1043, IEEE Computer Society, 2011.

BibTex 

@inproceedings{clarizia2011a-new,
 author = {Clarizia, Fabio and Colace, Francesco and De Santo, Massimo and Greco, Luca and Napoletano, Paolo},
 year = {2011},
 pages = {1038-1043},
 title = {A new text classification technique using small training sets},
 publisher = {IEEE Computer Society},
 series = {ISBN: 978-1-4577-1676-8},
 booktitle = {Proceedings of 11th International Conference on Intelligent Systems Design and Applications}}
19.

Mixed Graph of Terms for Query Expansion
(Fabio Clarizia, Francesco Colace, Massimo De Santo, Luca Greco, Paolo Napoletano) In Proceedings of 11th International Conference on Intelligent Systems Design and Applications, pp. 581-586, IEEE Computer Society, 2011.

BibTex 

@inproceedings{clarizia2011mixed-graph,
 author = {Clarizia, Fabio and Colace, Francesco and De Santo, Massimo and Greco, Luca and Napoletano, Paolo},
 year = {2011},
 pages = {581-586},
 title = {Mixed Graph of Terms for Query Expansion},
 publisher = {IEEE Computer Society},
 series = {ISBN: 978-1-4577-1676-8},
 booktitle = {Proceedings of 11th International Conference on Intelligent Systems Design and Applications}}
18.

A Novel Query Expansion Technique based on a Mixed Graph of Terms
(Fabio Clarizia, Francesco Colace, Massimo De Santo, Luca Greco, Paolo Napoletano) In Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, pp. 84-93, SciTePress, 2011.

BibTex 

@inproceedings{clarizia2011a-novel,
 author = {Clarizia, Fabio and Colace, Francesco and De Santo, Massimo and Greco, Luca and Napoletano, Paolo},
 year = {2011},
 pages = {84-93},
 title = {A Novel Query Expansion Technique based on a Mixed Graph of Terms},
 publisher = {SciTePress},
 series = {ISBN: 978-989-8425-79-9},
 booktitle = {Proceedings of the International Conference on Knowledge Discovery and Information Retrieval}}
17.

A novel supervised text classifier from a small training set
(Francesco Colace, Fabio Clarizia, Massimo De Santo, Luca Greco, Paolo Napoletano) In Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, pp. 545-553, SciTePress, 2011.

Download BibTex 

@inproceedings{colace2011a-novel,
 author = {Colace, Francesco and Clarizia, Fabio and De Santo, Massimo and Greco, Luca and Napoletano, Paolo},
 year = {2011},
 pages = {545-553},
 title = {A novel supervised text classifier from a small training set},
 publisher = {SciTePress},
 series = {ISBN: 978-989-8425-79-9},
 booktitle = {Proceedings of the International Conference on Knowledge Discovery and Information Retrieval},
 pdf = {/download/SSTM_2011_5.pdf}}
16.

Improving Text Retrieval Accuracy Using a Graph of Terms
(Fabio Clarizia, Francesco Colace, Massimo De Santo, Luca Greco, Paolo Napoletano) In Proceedings of the 17th International Conference on Distributed Multimedia Systems, pp. 42-47, Knowledge Systems Institute Graduate School, 2011.

BibTex 

@inproceedings{clarizia2011improving-text,
 author = {Clarizia, Fabio and Colace, Francesco and De Santo, Massimo and Greco, Luca and Napoletano, Paolo},
 year = {2011},
 pages = {42-47},
 title = {Improving Text Retrieval Accuracy Using a Graph of Terms},
 publisher = {Knowledge Systems Institute Graduate School},
 series = {ISBN: 1-891706-29-2},
 booktitle = {Proceedings of the 17th International Conference on Distributed Multimedia Systems}}
15.

An Adaptive Optimisation Method for Automatic Lightweight Ontology Extraction
(Fabio Clarizia, Luca Greco, Paolo Napoletano) In Enterprise Information Systems, volume 73 of Lecture Notes in Business Information Processing, ISBN: 978-3-642-19802-1, pp. 357-371, Springer Berlin Heidelberg, 2011.

BibTex 

@inproceedings{clarizia2011an-adaptive,
 author = {Clarizia, Fabio and Greco, Luca and Napoletano, Paolo},
 editor = {Filipe, Joaquim and Cordeiro, Jos{\'e} and Aalst, Wil and Mylopoulos, John and Rosemann, Michael and Shaw, Michael J and Szyperski, Clemens},
 year = {2011},
 pages = {357-371},
 title = {An Adaptive Optimisation Method for Automatic Lightweight Ontology Extraction},
 volume = {73},
 publisher = {Springer Berlin Heidelberg},
 series = {Lecture Notes in Business Information Processing, ISBN: 978-3-642-19802-1},
 isbn = {978-3-642-19802-1},
 booktitle = {Enterprise Information Systems}}
14.

A new technique for identification of relevant web pages in informational queries results
(Fabio Clarizia, Luca Greco, Paolo Napoletano) In Proceedings of the 12th International Conference on Enterprise Information Systems: Databases and Information Systems Integration, pp. 70-79, SciTePress, 2010.

BibTex 

@inproceedings{clarizia2010a-new,
 author = {Clarizia, Fabio and Greco, Luca and Napoletano, Paolo},
 editor = {Cordeiro, Jos{\'e} and Filipe, Joaquim},
 year = {2010},
 month = {8},
 pages = {70-79},
 title = {A new technique for identification of relevant web pages in informational queries results},
 publisher = {SciTePress},
 series = {978-989-8425-06-5},
 booktitle = {Proceedings of the 12th International Conference on Enterprise Information Systems: Databases and Information Systems Integration}}
13.

Probabilistic models for semantic representation
(Francesco Colace, Massimo De Santo, Paolo Napoletano) In Proceedings of the 1st International Workshop on Ontology for e-Technologies, volume 1 of ISBN: 9789898111968, pp. 20-28, SciTePress, 2009.

BibTex 

@inproceedings{colace2009probabilistic-model,
 author = {Colace, Francesco and De Santo, Massimo and Napoletano, Paolo},
 editor = {PRESS, INSTICC},
 year = {2009},
 month = {19},
 pages = {20-28},
 title = {Probabilistic models for semantic representation},
 volume = {1},
 publisher = {SciTePress},
 series = {ISBN: 9789898111968},
 booktitle = {Proceedings of the 1st International Workshop on Ontology for e-Technologies}}
12.

Semantic indexing of web pages via probabilistic method - In Search of Semantics Project
(Fabio Clarizia, Francesco Colace, Massimo De Santo, Paolo Napoletano) In Proceedings of the 11th International Conference on Enterprise Information Systems: Databases and Information Systems Integration, volume 4 of ISBN: 978-989-8111-87-6, pp. 134-140, SciTePress, 2009.

BibTex 

@inproceedings{clarizia2009semantic-indexing,
 author = {Clarizia, Fabio and Colace, Francesco and De Santo, Massimo and Napoletano, Paolo},
 editor = {PRESS, INSTICC},
 year = {2009},
 month = {6},
 pages = {134-140},
 title = {Semantic indexing of web pages via probabilistic method - In Search of Semantics Project},
 volume = {4},
 publisher = {SciTePress},
 series = {ISBN: 978-989-8111-87-6},
 booktitle = {Proceedings of the 11th International Conference on Enterprise Information Systems: Databases and Information Systems Integration}}
11.

Product Configurator: an Ontological Approach
(Francesco Colace, Massimo De Santo, Paolo Napoletano) In Proceedings of 9th International Conference on Intelligent Systems Design and Applications, pp. 908-912, IEEE Computer Society, 2009.

BibTex Doi 

@inproceedings{colace2009product-configurator,
 author = {Colace, Francesco and De Santo, Massimo and Napoletano, Paolo},
 year = {2009},
 month = {12},
 year = {2009},
 pages = {908-912},
 title = {Product Configurator: an Ontological Approach},
 publisher = {IEEE Computer Society},
 series = {ISBN: 978-1-4244-4735-0},
 booktitle = {Proceedings of 9th International Conference on Intelligent Systems Design and Applications},
 doi = {10.1109/ISDA.2009.236}}
10.

A probabilistic method for text analysis
(Fabio Clarizia, Massimo De Santo, Paolo Napoletano) In Proceedings of 9th International Conference on Intelligent Systems Design and Applications, pp. 932-937, IEEE Computer Society, 2009.

BibTex Doi 

@inproceedings{clarizia2009a-probabilistic,
 author = {Clarizia, Fabio and De Santo, Massimo and Napoletano, Paolo},
 year = {2009},
 month = {12},
 year = {2009},
 pages = {932-937},
 title = {A probabilistic method for text analysis},
 publisher = {IEEE Computer Society},
 series = {ISBN: 978-1-4244-4735-0},
 booktitle = {Proceedings of 9th International Conference on Intelligent Systems Design and Applications},
 doi = {doi.ieeecomputersociety.org/10.1109/ISDA.2009.26}}
9.

A note on methodology in designing Ontology Management Systems
(Francesco Colace, Massimo De Santo, Paolo Napoletano) In Papers from the AAAI Spring Symposium Symbiotic Relationships between Semantic Web and Knowledge Engineering, volume 1 of ISBN: 978-1-57735-363-8, pp. 20-30, AAAI, 2008.

BibTex 

@inproceedings{colace2008a-note,
 author = {Colace, Francesco and De Santo, Massimo and Napoletano, Paolo},
 editor = {Sleeman, Derek and Musen, Mark},
 year = {2008},
 pages = {20-30},
 title = {A note on methodology in designing Ontology Management Systems},
 volume = {1},
 publisher = {AAAI},
 series = {ISBN: 978-1-57735-363-8},
 organization = {Technical Report SS-08-07},
 booktitle = {Papers from the AAAI Spring Symposium Symbiotic Relationships between Semantic Web and Knowledge Engineering}}
8.

Sensorimotor coupling via dynamic bayesian networks
(Ruben Coen Cagli, Paolo Napoletano, Paolo Coraggio, Giuseppe Boccignone) In IEEE International Conference on Robotics and Automations, USA, pp. 1582-1587, IEEE, 2008.

BibTex Doi 

@inproceedings{coen2008-sensorimotor-coupling,
 author = {Coen Cagli, Ruben and Napoletano, Paolo and Coraggio, Paolo and Boccignone, Giuseppe},
 year = {2008},
 month = {19},
 pages = {1582-1587},
 title = {Sensorimotor coupling via dynamic bayesian networks},
 publisher = {IEEE},
 series = {ISBN: 978-1-4244-1646-2},
 address = {USA},
 booktitle = {IEEE International Conference on Robotics and Automations},
 url = {http://dx.medra.org/10.1109/ROBOT.2008.4543427},
 doi = {10.1109/ROBOT.2008.4543427}}
7.

The Bayesian Draughtsman: A Model for Visuomotor Coordination in Drawing
(Ruben Coen Cagli, Paolo Napoletano, Paolo Coraggio, Giuseppe Boccignone) In Advances in Brain, Vision, and Artificial Intelligence, volume 4729 of Lecture Notes in Computer Science, ISBN: 978-3-540-75554-8, pp. 161-170, Springer-Verlag GmbH, 2007.

BibTex Doi 

@inproceedings{coen2007the-bayesian,
 author = {Coen Cagli, Ruben and Napoletano, Paolo and Coraggio, Paolo and Boccignone, Giuseppe},
 editor = {Mele, Francesco and Ramella, Giuliana and Santillo, Silvia and Ventriglia, Francesco},
 year = {2007},
 pages = {161-170},
 title = {The Bayesian Draughtsman: A Model for Visuomotor Coordination in Drawing},
 volume = {4729},
 publisher = {Springer-Verlag GmbH},
 series = {Lecture Notes in Computer Science, ISBN: 978-3-540-75554-8},
 isbn = {978-3-540-75554-8},
 booktitle = {Advances in Brain, Vision, and Artificial Intelligence},
 url = {http://dx.medra.org/10.1007/978-3-540-75555-5_16},
 doi = {10.1007/978-3-540-75555-5_16}}
6.

A Variational Bayes Approach to Image Segmentation
(Giuseppe Boccignone, Mario Ferraro, Paolo Napoletano) In Advances in Brain, Vision, and Artificial Intelligence, volume 4729 of Lecture Notes in Computer Science, ISBN: 978-3-540-75554-8, pp. 234-243, Springer-Verlag GmbH, 2007.

BibTex Doi 

@inproceedings{boccignone2007a-variational,
 author = {Boccignone, Giuseppe and Ferraro, Mario and Napoletano, Paolo},
 editor = {Mele, Francesco and Ramella, Giuliana and Santillo, Silvia and Ventriglia, Francesco},
 year = {2007},
 pages = {234-243},
 title = {A Variational Bayes Approach to Image Segmentation},
 volume = {4729},
 publisher = {Springer-Verlag GmbH},
 series = {Lecture Notes in Computer Science, ISBN: 978-3-540-75554-8},
 isbn = {978-3-540-75554-8},
 booktitle = {Advances in Brain, Vision, and Artificial Intelligence},
 url = {http://dx.medra.org/10.1007/978-3-540-75555-5_22},
 doi = {10.1007/978-3-540-75555-5_22}}
5.

Motion Estimation via Belief Propagation
(Giuseppe Boccignone, Angelo Marcelli, Paolo Napoletano, Mario Ferraro) In 14th International Conference on Image Analysis and Processing, pp. 55-60, IEEE Computer Society, 2007.

BibTex Doi 

@inproceedings{boccignone2007motion-estimation,
 author = {Boccignone, Giuseppe and Marcelli, Angelo and Napoletano, Paolo and Ferraro, Mario},
 editor = {Cucchiara, Rita},
 year = {2007},
 month = {10},
 pages = {55-60},
 title = {Motion Estimation via Belief Propagation},
 publisher = {IEEE Computer Society},
 series = {ISBN: 978-0-7695-2877-9},
 booktitle = {14th International Conference on Image Analysis and Processing},
 url = {http://dx.medra.org/10.1109/ICIAP.2007.4362757},
 doi = {10.1109/ICIAP.2007.4362757}}
4.

Inference of moving forms via Belief Propagation
(Giuseppe Boccignone, Angelo Marcelli, Paolo Napoletano, Mario Ferraro) In 18th International Conference on Pattern Recognition, volume 2 of ISBN: 0-7695-2521-0, pp. 191-194, IEEE Computer Society, 2006.

BibTex Doi 

@inproceedings{boccignone2006inference-of,
 author = {Boccignone, Giuseppe and Marcelli, Angelo and Napoletano, Paolo and Ferraro, Mario},
 year = {2006},
 month = {20},
 pages = {191-194},
 title = {Inference of moving forms via Belief Propagation},
 volume = {2},
 publisher = {IEEE Computer Society},
 series = {ISBN: 0-7695-2521-0},
 booktitle = {18th International Conference on Pattern Recognition},
 url = {http://dx.medra.org/10.1109/ICPR.2006.710},
 doi = {10.1109/ICPR.2006.710}}
3.

A Bayesian Approach to Situated Vision
(Giuseppe Boccignone, Vittorio Caggiano, Gianluca Di Fiore, Paolo Napoletano) In Brain, Vision, and Artificial Intelligence: First International Symposium, volume 3704 of Lecture Notes in Computer Science, ISBN: 3-540-29282-9, BERLIN -- DEU, pp. 367-376, Springer-Verlag GmbH, 2005.

BibTex Doi 

@inproceedings{boccignone2005a-bayesian,
 author = {Boccignone, Giuseppe and Caggiano, Vittorio and Di Fiore, Gianluca and Napoletano, Paolo},
 editor = {De Gregorio, Massimo and Di Maio, Vito and Frucci, Maria and Musio, Carlo},
 year = {2005},
 pages = {367-376},
 title = {A Bayesian Approach to Situated Vision},
 volume = {3704},
 publisher = {Springer-Verlag GmbH},
 series = {Lecture Notes in Computer Science, ISBN: 3-540-29282-9},
 address = {BERLIN -- DEU},
 isbn = {3-540-29282-9},
 booktitle = {Brain, Vision, and Artificial Intelligence: First International Symposium},
 url = {http://dx.medra.org/10.1007/11565123},
 doi = {10.1007/11565123}}
2.

Image Segmentation via Multiresolution Diffused Expectation-Maximisation
(Giuseppe Boccignone, Vittorio Caggiano, Paolo Napoletano, Mario Ferraro) In IEEE International Conference on Image Processing, 2005, volume 1 of ISBN: 0-7803-9134-9, pp. 289-292, IEEE Computer Society, 2005.

BibTex Doi 

@inproceedings{boccignone2005image-segmentation,
 author = {Boccignone, Giuseppe and Caggiano, Vittorio and Napoletano, Paolo and Ferraro, Mario},
 year = {2005},
 month = {11},
 pages = {289-292},
 title = {Image Segmentation via Multiresolution Diffused Expectation-Maximisation},
 volume = {1},
 publisher = {IEEE Computer Society},
 series = {ISBN: 0-7803-9134-9},
 booktitle = {IEEE International Conference on Image Processing, 2005},
 url = {http://dx.medra.org/10.1109/ICIP.2005.1529744},
 doi = {10.1109/ICIP.2005.1529744}}
1.

An architectural model for combining spatial-based and object-based information for attentive video analysis
(Giuseppe Boccignone, Vittorio Caggiano, Angelo Marcelli, Paolo Napoletano, Gianluca Di Fiore) In Proceedings. Seventh International Workshop on Computer Architecture for Machine Perception, pp. 116-121, IEEE Computer Society, 2005.

BibTex Doi 

@inproceedings{boccignone2005an-architectural,
 author = {Boccignone, Giuseppe and Caggiano, Vittorio and Marcelli, Angelo and Napoletano, Paolo and Di Fiore, Gianluca},
 year = {2005},
 month = {7},
 year = {2005},
 pages = {116-121},
 title = {An architectural model for combining spatial-based and object-based information for attentive video analysis},
 publisher = {IEEE Computer Society},
 series = {ISBN: 0-7695-2255-6},
 booktitle = {Proceedings. Seventh International Workshop on Computer Architecture for Machine Perception},
 url = {http://dx.medra.org/10.1109/CAMP.2005.10},
 doi = {10.1109/CAMP.2005.10}}

Other Publications

7.

{IAT} - Image Annotation Tool: Manual
(Gianluigi Ciocca, Paolo Napoletano, Raimondo Schettini) volume abs/1502.05212, 2015.

Download BibTex Project Page 

@misc{ciocca2015iat-image,
 author = {Ciocca, Gianluigi and Napoletano, Paolo and Schettini, Raimondo},
 year = {2015},
 title = {{IAT} - Image Annotation Tool: Manual},
 volume = {abs/1502.05212},
 journal = {CoRR},
 pdf = {http://arxiv.org/pdf/1502.05212v1.pdf},
 projectref = {http://www.ivl.disco.unimib.it/research/imgann/}}
6.

Evoluzione dei sistemi di Information Retrieval: dalle keywords alle ontologie
(Francesco Colace, Paolo Napoletano) Nrue Lacepede, Parigi, France, pp. 55-66, ALAIN BAUDRY & Cieene, 2012.

BibTex 

@misc{napolet2012,
 author = {Colace, Francesco and Napoletano, Paolo},
 year = {2012},
 pages = {55-66},
 title = {Evoluzione dei sistemi di Information Retrieval: dalle keywords alle ontologie},
 publisher = {ALAIN BAUDRY & Cieene},
 address = {Nrue Lacepede, Parigi, France},
 isbn = {9782357550933}}
5.

Knowledge based Service Systems
(Massimo De Santo, Antonio Pietrosanto, Paolo Napoletano, Luca Carrubbo) in Gummesson, E., Mele, C., Polese, F. (a cura di), System Theory and Service Science: Integrating three perspectives in a new service agenda, Giannini, Napoli, 14-17 giugno, ISBN13: 978-88-7431-525-3, 2011.

BibTex 

@misc{Polese,
 author = {De Santo, Massimo and Pietrosanto, Antonio and Napoletano, Paolo and Carrubbo, Luca},
 year = {2011},
 title = {Knowledge based Service Systems},
 isbn = {9788874314522},
 howpublished = {in Gummesson, E., Mele, C., Polese, F. (a cura di), System Theory and Service Science: Integrating three perspectives in a new service agenda, Giannini, Napoli, 14-17 giugno, ISBN13: 978-88-7431-525-3}}
4.

Becoming smarter: towards a new generation of Service Systems
(Paolo Napoletano, Luca Carrubbo) in Impresa Ambiente e Management, vol.4 pp 229-270, ISSN: 1972-2036, volume 3, pp. 415-438, 2010.

BibTex 

@misc{napoletano2010becoming,
 author = {Napoletano, Paolo and Carrubbo, Luca},
 year = {2010},
 pages = {415-438},
 title = {Becoming smarter: towards a new generation of Service Systems},
 volume = {3},
 issn = {1972-2036},
 howpublished = {in Impresa Ambiente e Management, vol.4 pp 229-270, ISSN: 1972-2036}}
3.

From evolutionary and brain processes to computer applications
(Angelo Marcelli, Giuseppe Boccignone, Antonio Della Cioppa, Paolo Napoletano, Antonio Parziale, Adolfo Santoro, Rosa Senatore) 2010.

BibTex 

@misc{girpr2010,
 author = {Marcelli, Angelo and Boccignone, Giuseppe and Della Cioppa, Antonio and Napoletano, Paolo and Parziale, Antonio and Santoro, Adolfo and Senatore, Rosa},
 year = {2010},
 title = {From evolutionary and brain processes to computer applications}}
2.

Goods for Sale: Create Service with just One Click
(Massimo De Santo, Francesco Polese, Paolo Napoletano) in Gummesson, E., Mele, C., Polese, F. (a cura di), Service Science, S-D logic and network theory, 2009.

BibTex 

@misc{NapoletanoCapri,
 author = {De Santo, Massimo and Polese, Francesco and Napoletano, Paolo},
 year = {2009},
 title = {Goods for Sale: Create Service with just One Click},
 isbn = {9788874314522},
 howpublished = {in Gummesson, E., Mele, C., Polese, F. (a cura di), Service Science, S-D logic and network theory}}
1.

Is that document communicative? Let machines analyze it
(Bruno Bisceglia, Fabio Clarizia, Massimo De Santo, Paolo Napoletano) NAPOLI -- ITA, Jovene, 2008.

BibTex 

@misc{bisceglia2008,
 author = {Bisceglia, Bruno and Clarizia, Fabio and De Santo, Massimo and Napoletano, Paolo},
 year = {2008},
 title = {Is that document communicative? Let machines analyze it},
 publisher = {Jovene},
 address = {NAPOLI -- ITA},
 isbn = {88-243-1817-7}}