| 2026 | AAAI | On the Probabilistic Learnability of Compact Neural Network Preimage Bounds. | Luca Marzari, Manuele Bicego, Ferdinando Cicalese, Alessandro Farinelli |
| 2025 | ICIAP | Multiple Sclerosis Classification via Random Forest Distances Robust to Missing Data. | Antonella Mensi, Vincenzo di Maria, Elena Barusolo, Roberta Magliozzi, Manuele Bicego |
| 2025 | IDA | Counterintuitive Behavior of Clustering Quality: Findings for K-Means on Synthetic and Real Data. | Marco Loog, Jesse H. Krijthe, Manuele Bicego |
| 2024 | ICPR | An Extension of Random Forest-Clustering Schemes Which Works with Partition-Level Constraints. | Manuele Bicego, Hafiz Ahmad Hassan |
| 2023 | ICIAP | Active Class Selection for Dataset Acquisition in Sign Language Recognition. | Manuele Bicego, Manuel Vzquez-Enrquez, Jos Luis Alba-Castro |
| 2022 | ICIAP | Using Random Forest Distances for Outlier Detection. | Antonella Mensi, Ferdinando Cicalese, Manuele Bicego |
| 2022 | ICIAP | Distance-Based Random Forest Clustering with Missing Data. | Matteo Raniero, Manuele Bicego, Ferdinando Cicalese |
| 2020 | ICDM | Dissimilarity Random Forest Clustering. | Manuele Bicego |
| 2020 | ICPR | On learning Random Forests for Random Forest-clustering. | Manuele Bicego, Francisco Escolano |
| 2020 | ICPR | PowerHC: non linear normalization of distances for advanced nearest neighbor classification. | Manuele Bicego, Mauricio Orozco-Alzate |
| 2020 | ICPR | Proximity Isolation Forests. | Antonella Mensi, Manuele Bicego, David M. J. Tax |
| 2020 | ICPR | A cheaper Rectified-Nearest-Feature-Line-Segment classifier based on safe points. | Mauricio Orozco-Alzate, Manuele Bicego |
| 2020 | SSPR | An Alternative Exploitation of Isolation Forests for Outlier Detection. | Antonella Mensi, Alessio Franzoni, David M. J. Tax, Manuele Bicego |
| 2019 | ICIAP | A Novel Anomaly Score for Isolation Forests. | Antonella Mensi, Manuele Bicego |
| 2019 | ICIAP | Relation, Transition and Comparison Between the Adaptive Nearest Neighbor Rule and the Hypersphere Classifier. | Mauricio Orozco-Alzate, Sisto Baldo, Manuele Bicego |
| 2019 | IJCNN | K-Random Forests: a K-means style algorithm for Random Forest clustering. | Manuele Bicego |
| 2019 | SAC | Subspace clustering for situation assessment in aquatic drones. | Alberto Castellini, Francesco Masillo, Manuele Bicego, Domenico Bloisi, Jason Blum, Alessandro Farinelli, Sergio Peignier |
| 2018 | ICPR | Mining NMR Spectroscopy Using Topic Models. | Manuele Bicego, Pietro Lovato, Marco DeBona, Flavia Guzzo, Michael Assfalg |
| 2018 | SAC | Unsupervised activity recognition for autonomous water drones. | Alberto Castellini, Giovanni Alberto Beltrame, Manuele Bicego, Jason Blum, Matteo Denitto, Alessandro Farinelli |
| 2018 | SSPR | Protein Remote Homology Detection Using Dissimilarity-Based Multiple Instance Learning. | Antonella Mensi, Manuele Bicego, Pietro Lovato, Marco Loog, David M. J. Tax |
| 2017 | ICCV | Region-Based Correspondence Between 3D Shapes via Spatially Smooth Biclustering. | Matteo Denitto, Simone Melzi, Manuele Bicego, Umberto Castellani, Alessandro Farinelli, Mrio A. T. Figueiredo, Yanir Kleiman, Maks Ovsjanikov |
| 2017 | SAC | Path efficient level set estimation for mobile sensors. | Lorenzo Bottarelli, Jason Blum, Manuele Bicego, Alessandro Farinelli |
| 2017 | SAC | Biclustering of time series data using factor graphs. | Matteo Denitto, Alessandro Farinelli, Manuele Bicego |
| 2016 | ECAI | Skeleton-Based Orienteering for Level Set Estimation. | Lorenzo Bottarelli, Manuele Bicego, Jason Blum, Alessandro Farinelli |
| 2016 | ICPR | Weighted K-Nearest Neighbor revisited. | Manuele Bicego, Marco Loog |
| 2016 | SSPR | Enriched Bag of Words for Protein Remote Homology Detection. | Andrea Cucci, Pietro Lovato, Manuele Bicego |
| 2016 | SSPR | Multiple Structure Recovery via Probabilistic Biclustering. | Matteo Denitto, Luca Magri, Alessandro Farinelli, Andrea Fusiello, Manuele Bicego |
| 2016 | SSPR | Unsupervised Parameter Estimation of Non Linear Scaling for Improved Classification in the Dissimilarity Space. | Mauricio Orozco-Alzate, Robert P. W. Duin, Manuele Bicego |
| 2015 | ICIAP | Volcano-Seismic Events Classification Using Document Classification Strategies. | Manuele Bicego, John Makario Londoo-Bonilla, Mauricio Orozco-Alzate |
| 2015 | IJCAI | Biclustering Gene Expressions Using Factor Graphs and the Max-Sum Algorithm. | Matteo Denitto, Alessandro Farinelli, Manuele Bicego |
| 2014 | CIARP | A Comparison between Time-Frequency and Cepstral Feature Representations for the Classification of Seismic-Volcanic Signals. | Paola Castro-Cabrera, Mauricio Orozco-Alzate, Andrea Adami, Manuele Bicego, John Makario Londoo-Bonilla, Germn Castellanos-Domnguez |
| 2014 | ECCV | A Bioinformatics Approach to 3D Shape Matching. | Manuele Bicego, Stefano Danese, Simone Melzi, Umberto Castellani |
| 2014 | ICPR | Behavioural Biometrics Using Electricity Load Profiles. | Manuele Bicego, F. Recchia, Alessandro Farinelli, Sarvapali D. Ramchurn, Enrico Grosso |
| 2014 | ICPR | S-BLOSUM: Classification of 2D Shapes with Biological Sequence Alignment. | Pietro Lovato, Alessio Milanese, Cesare Centomo, Alejandro Giorgetti, Manuele Bicego |
| 2014 | ICPR | Expression Microarray Data Classification Using Counting Grids and Fisher Kernel. | Alessandro Perina, Maria Kesa, Manuele Bicego |
| 2014 | SSPR | A Binary Factor Graph Model for Biclustering. | Matteo Denitto, Alessandro Farinelli, Giuditta Franco, Manuele Bicego |
| 2014 | SSPR | Metric Learning in Dissimilarity Space for Improved Nearest Neighbor Performance. | Robert P. W. Duin, Manuele Bicego, Mauricio Orozco-Alzate, Sang-Woon Kim, Marco Loog |
| 2013 | IJCAI | C-Link: A Hierarchical Clustering Approach to Large-scale Near-optimal Coalition Formation. | Alessandro Farinelli, Manuele Bicego, Sarvapali D. Ramchurn, Mauro Zucchelli |
| 2012 | ACCV | Tell Me What You Like and I'll Tell You What You Are: Discriminating Visual Preferences on Flickr Data. | Pietro Lovato, Alessandro Perina, Nicu Sebe, Omar Zandon, Alessio Montagnini, Manuele Bicego, Marco Cristani |
| 2012 | CIARP | Automatic Classification of Volcanic Earthquakes in HMM-Induced Vector Spaces. | Riccardo Avesani, Alessio Azzoni, Manuele Bicego, Mauricio Orozco-Alzate |
| 2012 | ICPR | 2D shape recognition using biological sequence alignment tools. | Manuele Bicego, Pietro Lovato |
| 2012 | ICPRAM | Generative Embeddings based on Rician Mixtures - Application to Kernel-based Discriminative Classification of Magnetic Resonance Images. | Anna C. Carli, Mrio A. T. Figueiredo, Manuele Bicego, Vittorio Murino |
| 2012 | SSPR | 2D Shapes Classification Using BLAST. | Pietro Lovato, Manuele Bicego |
| 2012 | SSPR | Feature Selection Using Counting Grids: Application to Microarray Data. | Pietro Lovato, Manuele Bicego, Marco Cristani, Nebojsa Jojic, Alessandro Perina |
| 2011 | CIARP | Multimodal Schizophrenia Detection by Multiclassification Analysis. | Aydin Ulas, Umberto Castellani, Pasquale Mirtuono, Manuele Bicego, Vittorio Murino, Stefania Cerruti, Marcella Bellani, Manfredo Atzori, Gianluca Rambaldelli, Michele Tansella, Paolo Brambilla |
| 2011 | IC3K | An Innovative Protocol for Comparing Protein Binding Sites via Atomic Grid Maps. | Manuele Bicego, Angelo D. Favia, Paola Bisignano, Andrea Cavalli, Vittorio Murino |
| 2010 | ICIP | Combining free energy score spaces with information theoretic kernels: Application to scene classification. | Manuele Bicego, Alessandro Perina, Vittorio Murino, Andr F. T. Martins, Pedro M. Q. Aguiar, Mrio A. T. Figueiredo |
| 2010 | ICPR | Biclustering of Expression Microarray Data with Topic Models. | Manuele Bicego, Pietro Lovato, Alberto Ferrarini, Massimo Delledonne |
| 2010 | ICPR | 2D Shape Recognition Using Information Theoretic Kernels. | Manuele Bicego, Andr Filipe Torres Martins, Vittorio Murino, Pedro M. Q. Aguiar, Mrio A. T. Figueiredo |
| 2010 | ICPR | Nonlinear Mappings for Generative Kernels on Latent Variable Models. | Anna C. Carli, Manuele Bicego, Sisto Baldo, Vittorio Murino |
| 2010 | SAC | Expression microarray classification using topic models. | Manuele Bicego, Pietro Lovato, Barbara Oliboni, Alessandro Perina |
| 2010 | SSPR | Information Theoretical Kernels for Generative Embeddings Based on Hidden Markov Models. | Andr F. T. Martins, Manuele Bicego, Vittorio Murino, Pedro M. Q. Aguiar, Mrio A. T. Figueiredo |
| 2009 | CVPR | Measuring changes in face appearance through aging. | Marcos Ortega, Linda Brodo, Manuele Bicego, Massimo Tistarelli |
| 2009 | ICIAP | On the Quantitative Estimation of Short-Term Aging in Human Faces. | Marcos Ortega, Linda Brodo, Manuele Bicego, Massimo Tistarelli |
| 2009 | ICIP | Online subjective feature selection for occlusion management in tracking applications. | Loris Bazzani, Marco Cristani, Manuele Bicego, Vittorio Murino |
| 2008 | ICPR | Generalized Gaussian distributions for sequential data classification. | Manuele Bicego, Daniel Gonzlez-Jimnez, Enrico Grosso, Jos Luis Alba-Castro |
| 2008 | SSPR | A Hidden Markov Model Approach to Classify and Predict the Sign of Financial Local Trends. | Manuele Bicego, Enrico Grosso, Edoardo Otranto |
| 2008 | SSPR | 2D Shape Classification Using Multifractional Brownian Motion. | Manuele Bicego, Alessandro Trudda |
| 2007 | ICIAP | Sparseness Achievement in Hidden Markov Models. | Manuele Bicego, Marco Cristani, Vittorio Murino |
| 2007 | ICIAP | Generalization in Holistic versus Analytic Processing of Faces. | Manuele Bicego, Albert Ali Salah, Enrico Grosso, Massimo Tistarelli, Lale Akarun |
| 2006 | CVPR | On the Use of SIFT Features for Face Authentication. | Manuele Bicego, Andrea Lagorio, Enrico Grosso, Massimo Tistarelli |
| 2006 | CVPR | Audio-Visual Foreground Extraction for Event Characterization. | Marco Cristani, Manuele Bicego, Vittorio Murino |
| 2006 | ICARCV | Recognizing People's Faces: from Human to Machine Vision. | Massimo Tistarelli, Manuele Bicego, Enrico Grosso |
| 2005 | ICIAP | Automatic Updating of Urban Vector Maps. | S. Ceresola, Andrea Fusiello, Manuele Bicego, Alberto Belussi, Vittorio Murino |
| 2004 | ECCV | Audio-Video Integration for Background Modelling. | Marco Cristani, Manuele Bicego, Vittorio Murino |
| 2004 | ICPR | On-Line Adaptive Background Modelling for Audio Surveillance. | Marco Cristani, Manuele Bicego, Vittorio Murino |
| 2004 | ICPR | Statistical Classification of Raw Textile Defects. | Vittorio Murino, Manuele Bicego, Ivan A. Rossi |
| 2004 | ICRA | Hybrid HMM/SVM Model for the Analysis and Segmentation of Teleoperation Tasks. | Andrea Castellani, Debora Botturi, Manuele Bicego, Paolo Fiorini |
| 2003 | ICIAP | Using hidden Markov models and wavelets for face recognition. | Manuele Bicego, Umberto Castellani, Vittorio Murino |
| 2003 | ICIP | Automatic road extraction from aerial images by probabilistic contour tracking. | Manuele Bicego, Silvio Dalfini, Gianni Vernazza, Vittorio Murino |
| 2002 | SSPR | A Hidden Markov Model-Based Approach to Sequential Data Clustering. | Antonello Panuccio, Manuele Bicego, Vittorio Murino |
| 2001 | ICIAP | 2D Shape Recognition by Hidden Markov Models. | Manuele Bicego, Vittorio Murino |