Manuele Bicego

160 papers A* 6A 1B 18C 4Misc 11Journal 51Unranked 66

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	On the Probabilistic Learnability of Compact Neural Network Preimage Bounds. AAAI Luca Marzari, Manuele Bicego, Ferdinando Cicalese, Alessandro Farinelli
2025	B	`conf`	Counterintuitive Behavior of Clustering Quality: Findings for K-Means on Synthetic and Real Data. IDA Marco Loog, Jesse H. Krijthe, Manuele Bicego
2025	—	`conf`	Multiple Sclerosis Classification via Random Forest Distances Robust to Missing Data. ICIAP (2) Antonella Mensi, Vincenzo di Maria, Elena Barusolo, Roberta Magliozzi, Manuele Bicego
2025	J	`jnl`	On the Probabilistic Learnability of Compact Neural Network Preimage Bounds. CoRR Luca Marzari, Manuele Bicego, Ferdinando Cicalese, Alessandro Farinelli
2025	J	`jnl`	TSRF-Dist: a novel time series distance based on extremely randomized canonical interval forests. Data Min. Knowl. Discov. Alberto Azzari, Manuele Bicego, Carlo Combi, Andrea Cracco, Pietro Sala
2024	—	`conf`	An Empirical Characterization of the Stability of Isolation Forest Results. S+SSPR Alberto Azzari, Manuele Bicego
2024	—	`conf`	An Extension of Random Forest-Clustering Schemes Which Works with Partition-Level Constraints. ICPR (24) Manuele Bicego, Hafiz Ahmad Hassan
2024	—	`conf`	An Interesting Property of Random Forest Distances with Respect to the Curse of Dimensionality. S+SSPR Manuele Bicego, Ferdinando Cicalese
2024	J	`jnl`	Computing Random Forest-distances in the presence of missing data. ACM Trans. Knowl. Discov. Data Manuele Bicego, Ferdinando Cicalese
2024	J	`jnl`	Machine learning allows expert level classification of intraoperative motor evoked potentials during neurosurgical procedures. Comput. Biol. Medicine Alessandro Boaro, Alberto Azzari, Federica Basaldella, Sonia Nunes, Alberto Feletti, Manuele Bicego, Francesco Sala
2023	—	`conf`	Active Class Selection for Dataset Acquisition in Sign Language Recognition. ICIAP (1) Manuele Bicego, Manuel Vázquez-Enríquez, José Luis Alba-Castro
2023	J	`jnl`	Also for k-means: more data does not imply better performance. Mach. Learn. Marco Loog, Jesse H. Krijthe, Manuele Bicego
2023	J	`jnl`	Detecting outliers from pairwise proximities: Proximity isolation forests. Pattern Recognit. Antonella Mensi, David M. J. Tax, Manuele Bicego
2023	J	`jnl`	DisRFC: a dissimilarity-based Random Forest Clustering approach. Pattern Recognit. Manuele Bicego
2023	J	`jnl`	Null/No Information Rate (NIR): a statistical test to assess if a classification accuracy is significant for a given problem. CoRR Manuele Bicego, Antonella Mensi
2023	—	`conf`	On the Good Behaviour of Extremely Randomized Trees in Random Forest-Distance Computation. ECML/PKDD (4) Manuele Bicego, Ferdinando Cicalese
2023	J	`jnl`	RatioRF: A Novel Measure for Random Forest Clustering Based on the Tversky's Ratio Model. IEEE Trans. Knowl. Data Eng. Manuele Bicego, Ferdinando Cicalese, Antonella Mensi
2022	—	`conf`	Distance-Based Random Forest Clustering with Missing Data. ICIAP (3) Matteo Raniero, Manuele Bicego, Ferdinando Cicalese
2022	—	`conf`	Using Random Forest Distances for Outlier Detection. ICIAP (3) Antonella Mensi, Ferdinando Cicalese, Manuele Bicego
2021	J	`jnl`	Enhanced anomaly scores for isolation forests. Pattern Recognit. Antonella Mensi, Manuele Bicego
2021	—	`conf`	RF-Isolation: A Novel Representation of Structural Connectivity Networks for Multiple Sclerosis Classification. CIBB Antonella Mensi, Simona Schiavi, Maria Petracca, Nicole Graziano, Alessandro Daducci, Matilde Inglese, Manuele Bicego
2020	B	`conf`	A cheaper Rectified-Nearest-Feature-Line-Segment classifier based on safe points. ICPR Mauricio Orozco-Alzate, Manuele Bicego
2020	—	`conf`	An Alternative Exploitation of Isolation Forests for Outlier Detection. S+SSPR Antonella Mensi, Alessio Franzoni, David M. J. Tax, Manuele Bicego
2020	J	`jnl`	Biclustering with dominant sets. Pattern Recognit. Matteo Denitto, Manuele Bicego, Alessandro Farinelli, Sebastiano Vascon, Marcello Pelillo
2020	A*	`conf`	Dissimilarity Random Forest Clustering. ICDM Manuele Bicego
2020	B	`conf`	On learning Random Forests for Random Forest-clustering. ICPR Manuele Bicego, Francisco Escolano
2020	B	`conf`	PowerHC: non linear normalization of distances for advanced nearest neighbor classification. ICPR Manuele Bicego, Mauricio Orozco-Alzate
2020	B	`conf`	Proximity Isolation Forests. ICPR Antonella Mensi, Manuele Bicego, David M. J. Tax
2020	J	`jnl`	Time series segmentation for state-model generation of autonomous aquatic drones: A systematic framework. Eng. Appl. Artif. Intell. Alberto Castellini, Manuele Bicego, Francesco Masillo, Maddalena Zuccotto, Alessandro Farinelli
2019	—	`conf`	A Novel Anomaly Score for Isolation Forests. ICIAP (1) Antonella Mensi, Manuele Bicego
2019	J	`jnl`	A dissimilarity-based multiple instance learning approach for protein remote homology detection. Pattern Recognit. Lett. Antonella Mensi, Manuele Bicego, Pietro Lovato, Marco Loog, David M. J. Tax
2019	B	`conf`	K-Random Forests: a K-means style algorithm for Random Forest clustering. IJCNN Manuele Bicego
2019	J	`jnl`	On the importance of local and global analysis in the judgment of similarity and dissimilarity of faces. Image Vis. Comput. Manuele Bicego, Enrico Grosso
2019	J	`jnl`	Orienteering-based informative path planning for environmental monitoring. Eng. Appl. Artif. Intell. Lorenzo Bottarelli, Manuele Bicego, Jason Blum, Alessandro Farinelli
2019	—	`conf`	Relation, Transition and Comparison Between the Adaptive Nearest Neighbor Rule and the Hypersphere Classifier. ICIAP (1) Mauricio Orozco-Alzate, Sisto Baldo, Manuele Bicego
2019	J	`jnl`	Subspace Clustering for Situation Assessment in Aquatic Drones: A Sensitivity Analysis for State-Model Improvement. Cybern. Syst. Alberto Castellini, Manuele Bicego, Domenico Bloisi, Jason Blum, Francesco Masillo, Sergio Peignier, Alessandro Farinelli
2019	Misc	`conf`	Subspace clustering for situation assessment in aquatic drones. SAC Alberto Castellini, Francesco Masillo, Manuele Bicego, Domenico Bloisi, Jason Blum, Alessandro Farinelli, Sergio Peignier
2019	J	`jnl`	Towards better volcanic risk-assessment systems by applying ensemble classification methods to triaxial seismic-volcanic signals. Ecol. Informatics Mauricio Orozco-Alzate, John Makario Londoño-Bonilla, Valentina Nale, Manuele Bicego
2018	J	`jnl`	Biclustering with a quantum annealer. Soft Comput. Lorenzo Bottarelli, Manuele Bicego, Matteo Denitto, Alessandra Di Pierro, Alessandro Farinelli, Riccardo Mengoni
2018	J	`jnl`	Clustering via binary embedding. Pattern Recognit. Manuele Bicego, Mário A. T. Figueiredo
2018	B	`conf`	Mining NMR Spectroscopy Using Topic Models. ICPR Manuele Bicego, Pietro Lovato, Marco DeBona, Flavia Guzzo, Michael Assfalg
2018	J	`jnl`	On the distinctiveness of the electricity load profile. Pattern Recognit. Manuele Bicego, Alessandro Farinelli, Enrico Grosso, D. Paolini, Sarvapali D. Ramchurn
2018	—	`conf`	Protein Remote Homology Detection Using Dissimilarity-Based Multiple Instance Learning. S+SSPR Antonella Mensi, Manuele Bicego, Pietro Lovato, Marco Loog, David M. J. Tax
2018	Misc	`conf`	Unsupervised activity recognition for autonomous water drones. SAC Alberto Castellini, Giovanni Alberto Beltrame, Manuele Bicego, Jason Blum, Matteo Denitto, Alessandro Farinelli
2017	J	`jnl`	A biclustering approach based on factor graphs and the max-sum algorithm. Pattern Recognit. Matteo Denitto, Alessandro Farinelli, Mário A. T. Figueiredo, Manuele Bicego
2017	J	`jnl`	A hierarchical clustering approach to large-scale near-optimal coalition formation with quality guarantees. Eng. Appl. Artif. Intell. Alessandro Farinelli, Manuele Bicego, Filippo Bistaffa, Sarvapali D. Ramchurn
2017	—	`conf`	Activity Recognition for Autonomous Water Drones based on Unsupervised Learning Methods. AIRO@AI*IA Alberto Castellini, Giovanni Alberto Beltrame, Manuele Bicego, Domenico Bloisi, Jason J. Blum, Matteo Denitto, Alessandro Farinelli
2017	Misc	`conf`	Biclustering of time series data using factor graphs. SAC Matteo Denitto, Alessandro Farinelli, Manuele Bicego
2017	—	`conf`	Dominant Set Biclustering. EMMCVPR Matteo Denitto, Manuele Bicego, Alessandro Farinelli, Marcello Pelillo
2017	Misc	`conf`	Path efficient level set estimation for mobile sensors. SAC Lorenzo Bottarelli, Jason Blum, Manuele Bicego, Alessandro Farinelli
2017	A*	`conf`	Region-Based Correspondence Between 3D Shapes via Spatially Smooth Biclustering. ICCV Matteo Denitto, Simone Melzi, Manuele Bicego, Umberto Castellani, Alessandro Farinelli, Mário A. T. Figueiredo, Yanir Kleiman, Maks Ovsjanikov
2017	J	`jnl`	Soft Ngram Representation and Modeling for Protein Remote Homology Detection. IEEE ACM Trans. Comput. Biol. Bioinform. Pietro Lovato, Marco Cristani, Manuele Bicego
2017	J	`jnl`	Spike and slab biclustering. Pattern Recognit. Matteo Denitto, Manuele Bicego, Alessandro Farinelli, Mário A. T. Figueiredo
2016	—	`conf`	A Quantum Annealing Approach to Biclustering. TPNC Lorenzo Bottarelli, Manuele Bicego, Matteo Denitto, Alessandra Di Pierro, Alessandro Farinelli
2016	J	`jnl`	A bioinformatics approach to 2D shape classification. Comput. Vis. Image Underst. Manuele Bicego, Pietro Lovato
2016	—	`conf`	Enriched Bag of Words for Protein Remote Homology Detection. S+SSPR Andrea Cucci, Pietro Lovato, Manuele Bicego
2016	—	`conf`	Multiple Structure Recovery via Probabilistic Biclustering. S+SSPR Matteo Denitto, Luca Magri, Alessandro Farinelli, Andrea Fusiello, Manuele Bicego
2016	—	`conf`	Orienteering-based Path Selection for Mobile Sensors. AIRO@AI*IA Lorenzo Bottarelli, Manuele Bicego, Jason Blum, Nicola Bombieri, Alessandro Farinelli, Luca Veggian
2016	J	`jnl`	Properties of the Box-Cox transformation for pattern classification. Neurocomputing Manuele Bicego, Sisto Baldo
2016	A	`conf`	Skeleton-Based Orienteering for Level Set Estimation. ECAI Lorenzo Bottarelli, Manuele Bicego, Jason Blum, Alessandro Farinelli
2016	J	`jnl`	Traveling on discrete embeddings of gene expression. Artif. Intell. Medicine Pietro Lovato, Manuele Bicego, Maria Kesa, Nebojsa Jojic, Vittorio Murino, Alessandro Perina
2016	—	`conf`	Unsupervised Parameter Estimation of Non Linear Scaling for Improved Classification in the Dissimilarity Space. S+SSPR Mauricio Orozco-Alzate, Robert P. W. Duin, Manuele Bicego
2016	B	`conf`	Weighted K-Nearest Neighbor revisited. ICPR Manuele Bicego, Marco Loog
2015	J	`jnl`	A Multimodal Approach for Protein Remote Homology Detection. IEEE ACM Trans. Comput. Biol. Bioinform. Pietro Lovato, Alejandro Giorgetti, Manuele Bicego
2015	A*	`conf`	Biclustering Gene Expressions Using Factor Graphs and the Max-Sum Algorithm. IJCAI Matteo Denitto, Alessandro Farinelli, Manuele Bicego
2015	—	`conf`	Robust Initialization for Learning Latent Dirichlet Allocation. SIMBAD Pietro Lovato, Manuele Bicego, Vittorio Murino, Alessandro Perina
2015	J	`jnl`	The DTW-based representation space for seismic pattern classification. Comput. Geosci. Mauricio Orozco-Alzate, Paola Alexandra Castro-Cabrera, Manuele Bicego, John Makario Londoño-Bonilla
2015	—	`conf`	Volcano-Seismic Events Classification Using Document Classification Strategies. ICIAP (1) Manuele Bicego, John Makario Londoño-Bonilla, Mauricio Orozco-Alzate
2014	—	`conf`	A Binary Factor Graph Model for Biclustering. S+SSPR Matteo Denitto, Alessandro Farinelli, Giuditta Franco, Manuele Bicego
2014	—	`conf`	A Bioinformatics Approach to 3D Shape Matching. ECCV Workshops (4) Manuele Bicego, Stefano Danese, Simone Melzi, Umberto Castellani
2014	C	`conf`	A Comparison between Time-Frequency and Cepstral Feature Representations for the Classification of Seismic-Volcanic Signals. CIARP Paola Castro-Cabrera, Mauricio Orozco-Alzate, Andrea Adami, Manuele Bicego, John Makario Londoño-Bonilla, Germán Castellanos-Domínguez
2014	B	`conf`	Behavioural Biometrics Using Electricity Load Profiles. ICPR Manuele Bicego, F. Recchia, Alessandro Farinelli, Sarvapali D. Ramchurn, Enrico Grosso
2014	B	`conf`	Expression Microarray Data Classification Using Counting Grids and Fisher Kernel. ICPR Alessandro Perina, Maria Kesa, Manuele Bicego
2014	J	`jnl`	Faved! Biometrics: Tell Me Which Image You Like and I'll Tell You Who You Are. IEEE Trans. Inf. Forensics Secur. Pietro Lovato, Manuele Bicego, Cristina Segalin, Alessandro Perina, Nicu Sebe, Marco Cristani
2014	J	`jnl`	Generative embeddings based on Rician mixtures for kernel-based classification of magnetic resonance images. Neurocomputing Anna C. Carli, Mário A. T. Figueiredo, Manuele Bicego, Vittorio Murino
2014	—	`conf`	Metric Learning in Dissimilarity Space for Improved Nearest Neighbor Performance. S+SSPR Robert P. W. Duin, Manuele Bicego, Mauricio Orozco-Alzate, Sang-Woon Kim, Marco Loog
2014	B	`conf`	S-BLOSUM: Classification of 2D Shapes with Biological Sequence Alignment. ICPR Pietro Lovato, Alessio Milanese, Cesare Centomo, Alejandro Giorgetti, Manuele Bicego
2013	—	`ch.`	Analysis of Brain Magnetic Resonance (MR) Scans for the Diagnosis of Mental Illness. Similarity-Based Pattern Analysis and Recognition Aydin Ulas, Umberto Castellani, Manuele Bicego, Vittorio Murino, Marcella Bellani, Michele Tansella, Paolo Brambilla
2013	A*	`conf`	C-Link: A Hierarchical Clustering Approach to Large-scale Near-optimal Coalition Formation. IJCAI Alessandro Farinelli, Manuele Bicego, Sarvapali D. Ramchurn, Mauro Zucchelli
2013	J	`jnl`	Classification of Seismic Volcanic Signals Using Hidden-Markov-Model-Based Generative Embeddings. IEEE Trans. Geosci. Remote. Sens. Manuele Bicego, Carolina Acosta-Munoz, Mauricio Orozco-Alzate
2013	J	`jnl`	Combining information theoretic kernels with generative embeddings for classification. Neurocomputing Manuele Bicego, Aydin Ulas, Umberto Castellani, Alessandro Perina, Vittorio Murino, André F. T. Martins, Pedro M. Q. Aguiar, Mário A. T. Figueiredo
2013	—	`conf`	Documents as multiple overlapping windows into grids of counts. NIPS Alessandro Perina, Nebojsa Jojic, Manuele Bicego, Andrzej Truski
2013	—	`conf`	Exploiting Geometry in Counting Grids. SIMBAD Alessandro Perina, Manuele Bicego, Umberto Castellani, Vittorio Murino
2013	—	`ch.`	On the Combination of Information-Theoretic Kernels with Generative Embeddings. Similarity-Based Pattern Analysis and Recognition Pedro M. Q. Aguiar, Manuele Bicego, Umberto Castellani, Mário A. T. Figueiredo, André F. T. Martins, Vittorio Murino, Alessandro Perina, Aydin Ulas
2012	—	`conf`	2D Shapes Classification Using BLAST. SSPR/SPR Pietro Lovato, Manuele Bicego
2012	B	`conf`	2D shape recognition using biological sequence alignment tools. ICPR Manuele Bicego, Pietro Lovato
2012	C	`conf`	Automatic Classification of Volcanic Earthquakes in HMM-Induced Vector Spaces. CIARP Riccardo Avesani, Alessio Azzoni, Manuele Bicego, Mauricio Orozco-Alzate
2012	—	`conf`	Feature Selection Using Counting Grids: Application to Microarray Data. SSPR/SPR Pietro Lovato, Manuele Bicego, Marco Cristani, Nebojsa Jojic, Alessandro Perina
2012	—	`conf`	Generative Embeddings based on Rician Mixtures - Application to Kernel-based Discriminative Classification of Magnetic Resonance Images. ICPRAM (1) Anna C. Carli, Mário A. T. Figueiredo, Manuele Bicego, Vittorio Murino
2012	J	`jnl`	In Silico Deconstruction of ATP-Competitive Inhibitors of Glycogen Synthase Kinase-3β. J. Chem. Inf. Model. Paola Bisignano, Chiara Lambruschini, Manuele Bicego, Vittorio Murino, Angelo D. Favia, Andrea Cavalli
2012	J	`jnl`	Investigating Topic Models' Capabilities in Expression Microarray Data Classification. IEEE ACM Trans. Comput. Biol. Bioinform. Manuele Bicego, Pietro Lovato, Alessandro Perina, Marianna Fasoli, Massimo Delledonne, Mario Pezzotti, Annalisa Polverari, Vittorio Murino
2012	—	`conf`	Tell Me What You Like and I'll Tell You What You Are: Discriminating Visual Preferences on Flickr Data. ACCV (1) Pietro Lovato, Alessandro Perina, Nicu Sebe, Omar Zandonà, Alessio Montagnini, Manuele Bicego, Marco Cristani
2011	—	`conf`	A Comparison on Score Spaces for Expression Microarray Data Classification. PRIB Alessandro Perina, Pietro Lovato, Marco Cristani, Manuele Bicego
2011	—	`conf`	An Innovative Protocol for Comparing Protein Binding Sites via Atomic Grid Maps. KDIR Manuele Bicego, Angelo D. Favia, Paola Bisignano, Andrea Cavalli, Vittorio Murino
2011	—	`conf`	Biclustering of Expression Microarray Data Using Affinity Propagation. PRIB Alessandro Farinelli, Matteo Denitto, Manuele Bicego
2011	—	`conf`	CLOOSTING: CLustering Data with bOOSTING. MCS Fabrizio Smeraldi, Manuele Bicego, Marco Cristani, Vittorio Murino
2011	J	`jnl`	Dissimilarity-based detection of schizophrenia. Int. J. Imaging Syst. Technol. Aydin Ulas, Robert P. W. Duin, Umberto Castellani, Marco Loog, Pasquale Mirtuono, Manuele Bicego, Vittorio Murino, Marcella Bellani, Stefania Cerruti, Michele Tansella, Paolo Brambilla
2011	—	`conf`	Hybrid Generative-Discriminative Nucleus Classification of Renal Cell Carcinoma. SIMBAD Aydin Ulas, Peter J. Schüffler, Manuele Bicego, Umberto Castellani, Vittorio Murino
2011	C	`conf`	Multimodal Schizophrenia Detection by Multiclassification Analysis. CIARP Aydin Ulas, Umberto Castellani, Pasquale Mirtuono, Manuele Bicego, Vittorio Murino, Stefania Cerruti, Marcella Bellani, Manfredo Atzori, Gianluca Rambaldelli, Michele Tansella, Paolo Brambilla
2011	—	`conf`	Renal Cancer Cell Classification Using Generative Embeddings and Information Theoretic Kernels. PRIB Manuele Bicego, Aydin Ulas, Peter J. Schüffler, Umberto Castellani, Vittorio Murino, André F. T. Martins, Pedro M. Q. Aguiar, Mário A. T. Figueiredo
2010	B	`conf`	2D Shape Recognition Using Information Theoretic Kernels. ICPR Manuele Bicego, André Filipe Torres Martins, Vittorio Murino, Pedro M. Q. Aguiar, Mário A. T. Figueiredo
2010	B	`conf`	Biclustering of Expression Microarray Data with Topic Models. ICPR Manuele Bicego, Pietro Lovato, Alberto Ferrarini, Massimo Delledonne
2010	—	`conf`	Biologically-aware Latent Dirichlet Allocation (BaLDA) for the Classification of Expression Microarray. PRIB Alessandro Perina, Pietro Lovato, Vittorio Murino, Manuele Bicego
2010	B	`conf`	Combining free energy score spaces with information theoretic kernels: Application to scene classification. ICIP Manuele Bicego, Alessandro Perina, Vittorio Murino, André F. T. Martins, Pedro M. Q. Aguiar, Mário A. T. Figueiredo
2010	—	`conf`	Dissimilarity-based representation for local parts. CIP Anna C. Carli, Umberto Castellani, Manuele Bicego, Vittorio Murino
2010	Misc	`conf`	Expression microarray classification using topic models. SAC Manuele Bicego, Pietro Lovato, Barbara Oliboni, Alessandro Perina
2010	J	`jnl`	Feature Level Fusion of Face and Fingerprint Biometrics CoRR Ajita Rattani, Dakshina Ranjan Kisku, Manuele Bicego, Massimo Tistarelli
2010	—	`conf`	Information Theoretical Kernels for Generative Embeddings Based on Hidden Markov Models. SSPR/SPR André F. T. Martins, Manuele Bicego, Vittorio Murino, Pedro M. Q. Aguiar, Mário A. T. Figueiredo
2010	B	`conf`	Nonlinear Mappings for Generative Kernels on Latent Variable Models. ICPR Anna C. Carli, Manuele Bicego, Sisto Baldo, Vittorio Murino
2009	—	`conf`	3D Face Recognition Using Joint Differential Invariants. ICB Marinella Cadoni, Manuele Bicego, Enrico Grosso
2009	J	`jnl`	Bag of Peaks: interpretation of NMR spectrometry. Bioinform. Gavin Brelstaff, Manuele Bicego, Nicola Culeddu, Matilde Chessa
2009	—	`conf`	Clustering-Based Construction of Hidden Markov Models for Generative Kernels. EMMCVPR Manuele Bicego, Marco Cristani, Vittorio Murino, Elzbieta Pekalska, Robert P. W. Duin
2009	J	`jnl`	Component-based discriminative classification for hidden Markov models. Pattern Recognit. Manuele Bicego, Elzbieta Pekalska, David M. J. Tax, Robert P. W. Duin
2009	J	`jnl`	Dynamic face recognition: From human to machine vision. Image Vis. Comput. Massimo Tistarelli, Manuele Bicego, Enrico Grosso
2009	—	`conf`	Measuring changes in face appearance through aging. CVPR Workshops Marcos Ortega, Linda Brodo, Manuele Bicego, Massimo Tistarelli
2009	—	`conf`	Non-linear generative embeddings for kernels on latent variable models. ICCV Workshops Anna C. Carli, Manuele Bicego, Sisto Baldo, Vittorio Murino
2009	Misc	`conf`	On the Quantitative Estimation of Short-Term Aging in Human Faces. ICIAP Marcos Ortega, Linda Brodo, Manuele Bicego, Massimo Tistarelli
2009	B	`conf`	Online subjective feature selection for occlusion management in tracking applications. ICIP Loris Bazzani, Marco Cristani, Manuele Bicego, Vittorio Murino
2009	J	`jnl`	Soft clustering using weighted one-class support vector machines. Pattern Recognit. Manuele Bicego, Mário A. T. Figueiredo
2009	—	`ch.`	Video-Based Face Recognition Algorithms. Handbook of Remote Biometrics Rama Chellappa, Manuele Bicego, Pavan K. Turaga
2008	—	`conf`	2D Shape Classification Using Multifractional Brownian Motion. SSPR/SPR Manuele Bicego, Alessandro Trudda
2008	—	`conf`	A Hidden Markov Model Approach to Classify and Predict the Sign of Financial Local Trends. SSPR/SPR Manuele Bicego, Enrico Grosso, Edoardo Otranto
2008	J	`jnl`	Distinctiveness of faces: A computational approach. ACM Trans. Appl. Percept. Manuele Bicego, Enrico Grosso, Andrea Lagorio, Gavin Brelstaff, Linda Brodo, Massimo Tistarelli
2008	B	`conf`	Generalized Gaussian distributions for sequential data classification. ICPR Manuele Bicego, Daniel González-Jiménez, Enrico Grosso, José Luis Alba-Castro
2007	J	`jnl`	Audio-Visual Event Recognition in Surveillance Video Sequences. IEEE Trans. Multim. Marco Cristani, Manuele Bicego, Vittorio Murino
2007	—	`conf`	Distance Measures for Gabor Jets-Based Face Authentication: A Comparative Evaluation. ICB Daniel González-Jiménez, Manuele Bicego, Johan W. H. Tangelder, Ben A. M. Schouten, Onkar Ambekar, José Luis Alba-Castro, Enrico Grosso, Massimo Tistarelli
2007	Misc	`conf`	Generalization in Holistic versus Analytic Processing of Faces. ICIAP Manuele Bicego, Albert Ali Salah, Enrico Grosso, Massimo Tistarelli, Lale Akarun
2007	—	`conf`	Group-Induced Vector Spaces. MCS Manuele Bicego, Elzbieta Pekalska, Robert P. W. Duin
2007	—	`conf`	Hidden Markov model-based face recognition using selective attention. Human Vision and Electronic Imaging Albert Ali Salah, Manuele Bicego, Lale Akarun, Enrico Grosso, Massimo Tistarelli
2007	J	`jnl`	Multimodal Phylogeny for Taxonomy: Integrating Information from nucleotide and amino acid Sequences. J. Bioinform. Comput. Biol. Manuele Bicego, Franco Dellaglio, Giovanna E. Felis
2007	—	`conf`	Recognition of Human Faces: From Biological to Artificial Vision. BVAI Massimo Tistarelli, Linda Brodo, Andrea Lagorio, Manuele Bicego
2007	Misc	`conf`	Sparseness Achievement in Hidden Markov Models. ICIAP Manuele Bicego, Marco Cristani, Vittorio Murino
2006	—	`conf`	Audio-Visual Foreground Extraction for Event Characterization. CVPR Workshops Marco Cristani, Manuele Bicego, Vittorio Murino
2006	—	`conf`	On the Use of SIFT Features for Face Authentication. CVPR Workshops Manuele Bicego, Andrea Lagorio, Enrico Grosso, Massimo Tistarelli
2006	—	`conf`	Person Authentication from Video of Faces: A Behavioral and Physiological Approach Using Pseudo Hierarchical Hidden Markov Models. ICB Manuele Bicego, Enrico Grosso, Massimo Tistarelli
2006	C	`conf`	Recognizing People's Faces: from Human to Machine Vision. ICARCV Massimo Tistarelli, Manuele Bicego, Enrico Grosso
2006	J	`jnl`	Similarity-based pattern recognition. Pattern Recognit. Manuele Bicego, Vittorio Murino, Marcello Pelillo, Andrea Torsello
2006	J	`jnl`	Unsupervised scene analysis: A hidden Markov model approach. Comput. Vis. Image Underst. Manuele Bicego, Marco Cristani, Vittorio Murino
2005	J	`jnl`	A Hidden Markov Model approach for appearance-based 3D object recognition. Pattern Recognit. Lett. Manuele Bicego, Umberto Castellani, Vittorio Murino
2005	J	`jnl`	A supervised data-driven approach for microarray spot quality classification. Pattern Anal. Appl. Manuele Bicego, Maria Rosario Martinez, Vittorio Murino
2005	Misc	`conf`	Automatic Updating of Urban Vector Maps. ICIAP S. Ceresola, Andrea Fusiello, Manuele Bicego, Alberto Belussi, Vittorio Murino
2005	—	`conf`	Face Authentication Using One-Class Support Vector Machines. IWBRS Manuele Bicego, Enrico Grosso, Massimo Tistarelli
2005	—	`conf`	Measuring differences between faces. EUSIPCO Manuele Bicego, Andrea Lagorio, Enrico Grosso, Massimo Tistarelli
2005	—	`conf`	On Finding Differences Between Faces. AVBPA Manuele Bicego, Enrico Grosso, Massimo Tistarelli
2004	—	`conf`	Audio-Video Integration for Background Modelling. ECCV (2) Marco Cristani, Manuele Bicego, Vittorio Murino
2004	A*	`conf`	Hybrid HMM/SVM Model for the Analysis and Segmentation of Teleoperation Tasks. ICRA Andrea Castellani, Debora Botturi, Manuele Bicego, Paolo Fiorini
2004	J	`jnl`	Investigating Hidden Markov Models' Capabilities in 2D Shape Classification. IEEE Trans. Pattern Anal. Mach. Intell. Manuele Bicego, Vittorio Murino
2004	—	`conf`	On-Line Adaptive Background Modelling for Audio Surveillance. ICPR (2) Marco Cristani, Manuele Bicego, Vittorio Murino
2004	J	`jnl`	Similarity-based classification of sequences using hidden Markov models. Pattern Recognit. Manuele Bicego, Vittorio Murino, Mário A. T. Figueiredo
2004	—	`conf`	Statistical Classification of Raw Textile Defects. ICPR (4) Vittorio Murino, Manuele Bicego, Ivan A. Rossi
2003	—	`conf`	3D Face Recognition Using Stereoscopic Vision. Advanced Studies in Biometrics Umberto Castellani, Manuele Bicego, Gianluca Iacono, Vittorio Murino
2003	J	`jnl`	A sequential pruning strategy for the selection of the number of states in hidden Markov models. Pattern Recognit. Lett. Manuele Bicego, Vittorio Murino, Mário A. T. Figueiredo
2003	—	`conf`	Automatic road extraction from aerial images by probabilistic contour tracking. ICIP (3) Manuele Bicego, Silvio Dalfini, Gianni Vernazza, Vittorio Murino
2003	—	`conf`	Face recognition with Multilevel B-Splines and Support Vector Machines. WBMA@MM Manuele Bicego, Gianluca Iacono, Vittorio Murino
2003	—	`conf`	Similarity-Based Clustering of Sequences Using Hidden Markov Models. MLDM Manuele Bicego, Vittorio Murino, Mário A. T. Figueiredo
2003	Misc	`conf`	Using hidden Markov models and wavelets for face recognition. ICIAP Manuele Bicego, Umberto Castellani, Vittorio Murino
2003	—	`conf`	Watershed-Based Unsupervised Clustering. EMMCVPR Manuele Bicego, Marco Cristani, Andrea Fusiello, Vittorio Murino
2002	—	`conf`	A Hidden Markov Model-Based Approach to Sequential Data Clustering. SSPR/SPR Antonello Panuccio, Manuele Bicego, Vittorio Murino
2001	Misc	`conf`	2D Shape Recognition by Hidden Markov Models. ICIAP Manuele Bicego, Vittorio Murino
2001	—	`conf`	Designing the Minimal Structure of Hidden Markov Model by Bisimulation. EMMCVPR Manuele Bicego, Agostino Dovier, Vittorio Murino