Manuele Bicego

Sisto Baldo

Neurocomputing, 2016

A bioinformatics approach to 2D shape classification.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2016

Traveling on discrete embeddings of gene expression.

[BibT_eX]

[DOI]

Artif. Intell. Medicine, 2016

A Quantum Annealing Approach to Biclustering.

[BibT_eX]

[DOI]

Proceedings of the Theory and Practice of Natural Computing - 5th International Conference, 2016

Unsupervised Parameter Estimation of Non Linear Scaling for Improved Classification in the Dissimilarity Space.

[BibT_eX]

[DOI]

Robert P. W. Duin

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2016

Multiple Structure Recovery via Probabilistic Biclustering.

[BibT_eX]

[DOI]

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2016

Enriched Bag of Words for Protein Remote Homology Detection.

[BibT_eX]

[DOI]

Andrea Cucci

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2016

Weighted K-Nearest Neighbor revisited.

[BibT_eX]

[DOI]

Marco Loog

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Skeleton-Based Orienteering for Level Set Estimation.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

Orienteering-based Path Selection for Mobile Sensors.

[BibT_eX]

[DOI]

Proceedings of the 3rd Italian Workshop on Artificial Intelligence and Robotics, 2016

2015

A Multimodal Approach for Protein Remote Homology Detection.

[BibT_eX]

[DOI]

Alejandro Giorgetti

IEEE ACM Trans. Comput. Biol. Bioinform., 2015

The DTW-based representation space for seismic pattern classification.

[BibT_eX]

[DOI]

Paola Alexandra Castro-Cabrera

John Makario Londoño-Bonilla

Comput. Geosci., 2015

Robust Initialization for Learning Latent Dirichlet Allocation.

[BibT_eX]

[DOI]

Proceedings of the Similarity-Based Pattern Recognition - Third International Workshop, 2015

Biclustering Gene Expressions Using Factor Graphs and the Max-Sum Algorithm.

[BibT_eX]

[DOI]

Matteo Denitto

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Volcano-Seismic Events Classification Using Document Classification Strategies.

[BibT_eX]

[DOI]

John Makario Londoño-Bonilla

Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015

2014

Faved! Biometrics: Tell Me Which Image You Like and I'll Tell You Who You Are.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2014

Generative embeddings based on Rician mixtures for kernel-based classification of magnetic resonance images.

[BibT_eX]

[DOI]

Anna C. Carli

Neurocomputing, 2014

Metric Learning in Dissimilarity Space for Improved Nearest Neighbor Performance.

[BibT_eX]

[DOI]

Robert P. W. Duin

Sang-Woon Kim

Marco Loog

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2014

A Binary Factor Graph Model for Biclustering.

[BibT_eX]

[DOI]

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2014

Expression Microarray Data Classification Using Counting Grids and Fisher Kernel.

[BibT_eX]

[DOI]

Alessandro Perina

Maria Kesa

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

S-BLOSUM: Classification of 2D Shapes with Biological Sequence Alignment.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Behavioural Biometrics Using Electricity Load Profiles.

[BibT_eX]

[DOI]

F. Recchia

Sarvapali D. Ramchurn

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

A Bioinformatics Approach to 3D Shape Matching.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

A Comparison between Time-Frequency and Cepstral Feature Representations for the Classification of Seismic-Volcanic Signals.

[BibT_eX]

[DOI]

Paola Castro-Cabrera

Andrea Adami

John Makario Londoño-Bonilla

Germán Castellanos-Domínguez

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2014

2013

Analysis of Brain Magnetic Resonance (MR) Scans for the Diagnosis of Mental Illness.

[BibT_eX]

[DOI]

Proceedings of the Similarity-Based Pattern Analysis and Recognition, 2013

On the Combination of Information-Theoretic Kernels with Generative Embeddings.

[BibT_eX]

[DOI]

Pedro M. Q. Aguiar

Umberto Castellani

Proceedings of the Similarity-Based Pattern Analysis and Recognition, 2013

Classification of Seismic Volcanic Signals Using Hidden-Markov-Model-Based Generative Embeddings.

[BibT_eX]

[DOI]

Carolina Acosta-Munoz

IEEE Trans. Geosci. Remote. Sens., 2013

Combining information theoretic kernels with generative embeddings for classification.

[BibT_eX]

[DOI]

Neurocomputing, 2013

Exploiting Geometry in Counting Grids.

[BibT_eX]

[DOI]

Proceedings of the Similarity-Based Pattern Recognition - Second International Workshop, 2013

Documents as multiple overlapping windows into grids of counts.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

C-Link: A Hierarchical Clustering Approach to Large-scale Near-optimal Coalition Formation.

[BibT_eX]

[DOI]

Sarvapali D. Ramchurn

Mauro Zucchelli

Proceedings of the IJCAI 2013, 2013

2012

Investigating Topic Models' Capabilities in Expression Microarray Data Classification.

[BibT_eX]

[DOI]

IEEE ACM Trans. Comput. Biol. Bioinform., 2012

In Silico Deconstruction of ATP-Competitive Inhibitors of Glycogen Synthase Kinase-3β.

[BibT_eX]

[DOI]

J. Chem. Inf. Model., 2012

Feature Selection Using Counting Grids: Application to Microarray Data.

[BibT_eX]

[DOI]

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2012

2D Shapes Classification Using BLAST.

[BibT_eX]

[DOI]

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2012

Generative Embeddings based on Rician Mixtures - Application to Kernel-based Discriminative Classification of Magnetic Resonance Images.

[BibT_eX]

Anna C. Carli

Proceedings of the ICPRAM 2012, 2012

2D shape recognition using biological sequence alignment tools.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Automatic Classification of Volcanic Earthquakes in HMM-Induced Vector Spaces.

[BibT_eX]

[DOI]

Riccardo Avesani

Alessio Azzoni

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2012

Tell Me What You Like and I'll Tell You What You Are: Discriminating Visual Preferences on Flickr Data.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2012, 2012

2011

Dissimilarity-based detection of schizophrenia.

[BibT_eX]

[DOI]

Int. J. Imaging Syst. Technol., 2011

Hybrid Generative-Discriminative Nucleus Classification of Renal Cell Carcinoma.

[BibT_eX]

[DOI]

Proceedings of the Similarity-Based Pattern Recognition - First International Workshop, 2011

A Comparison on Score Spaces for Expression Microarray Data Classification.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition in Bioinformatics, 2011

Biclustering of Expression Microarray Data Using Affinity Propagation.

[BibT_eX]

[DOI]

Matteo Denitto

Proceedings of the Pattern Recognition in Bioinformatics, 2011

Renal Cancer Cell Classification Using Generative Embeddings and Information Theoretic Kernels.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition in Bioinformatics, 2011

CLOOSTING: CLustering Data with bOOSTING.

[BibT_eX]

[DOI]

Proceedings of the Multiple Classifier Systems - 10th International Workshop, 2011

An Innovative Protocol for Comparing Protein Binding Sites via Atomic Grid Maps.

[BibT_eX]

Proceedings of the KDIR 2011, 2011

Multimodal Schizophrenia Detection by Multiclassification Analysis.

[BibT_eX]

[DOI]

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2011

2010

Feature Level Fusion of Face and Fingerprint Biometrics

[BibT_eX]

[DOI]

Ajita Rattani

Dakshina Ranjan Kisku

CoRR, 2010

Information Theoretical Kernels for Generative Embeddings Based on Hidden Markov Models.

[BibT_eX]

[DOI]

Proceedings of the Structural, 2010

Expression microarray classification using topic models.

[BibT_eX]

[DOI]

Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010

Biologically-aware Latent Dirichlet Allocation (BaLDA) for the Classification of Expression Microarray.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition in Bioinformatics, 2010

Nonlinear Mappings for Generative Kernels on Latent Variable Models.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Pattern Recognition, 2010

2D Shape Recognition Using Information Theoretic Kernels.

[BibT_eX]

[DOI]

André Filipe Torres Martins

Pedro M. Q. Aguiar

Proceedings of the 20th International Conference on Pattern Recognition, 2010

Biclustering of Expression Microarray Data with Topic Models.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Pattern Recognition, 2010

Combining free energy score spaces with information theoretic kernels: Application to scene classification.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2010

Dissimilarity-based representation for local parts.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Workshop on Cognitive Information Processing, 2010

2009

Component-based discriminative classification for hidden Markov models.

[BibT_eX]

[DOI]

Pattern Recognit., 2009

Soft clustering using weighted one-class support vector machines.

[BibT_eX]

[DOI]

Pattern Recognit., 2009

Dynamic face recognition: From human to machine vision.

[BibT_eX]

[DOI]

Image Vis. Comput., 2009

Bag of Peaks: interpretation of NMR spectrometry.

[BibT_eX]

[DOI]

Bioinform., 2009

Online subjective feature selection for occlusion management in tracking applications.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2009

On the Quantitative Estimation of Short-Term Aging in Human Faces.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Processing, 2009

Non-linear generative embeddings for kernels on latent variable models.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009

3D Face Recognition Using Joint Differential Invariants.

[BibT_eX]

[DOI]

Marinella Cadoni

Proceedings of the Advances in Biometrics, Third International Conference, 2009

Clustering-Based Construction of Hidden Markov Models for Generative Kernels.

[BibT_eX]

[DOI]

Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2009

Measuring changes in face appearance through aging.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2009

Video-Based Face Recognition Algorithms.

[BibT_eX]

[DOI]

Rama Chellappa

Pavan K. Turaga

Proceedings of the Handbook of Remote Biometrics, 2009

2008

Distinctiveness of faces: A computational approach.

[BibT_eX]

[DOI]

ACM Trans. Appl. Percept., 2008

2D Shape Classification Using Multifractional Brownian Motion.

[BibT_eX]

[DOI]

Alessandro Trudda

Proceedings of the Structural, 2008

A Hidden Markov Model Approach to Classify and Predict the Sign of Financial Local Trends.

[BibT_eX]

[DOI]

Edoardo Otranto

Proceedings of the Structural, 2008

Generalized Gaussian distributions for sequential data classification.

[BibT_eX]

[DOI]

Daniel González-Jiménez

José Luis Alba-Castro

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

2007

Audio-Visual Event Recognition in Surveillance Video Sequences.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2007

Multimodal Phylogeny for Taxonomy: Integrating Information from nucleotide and amino acid Sequences.

[BibT_eX]

[DOI]

Franco Dellaglio

Giovanna E. Felis

J. Bioinform. Comput. Biol., 2007

Group-Induced Vector Spaces.

[BibT_eX]

[DOI]

Elzbieta Pekalska

Robert P. W. Duin

Proceedings of the Multiple Classifier Systems, 7th International Workshop, 2007

Generalization in Holistic versus Analytic Processing of Faces.

[BibT_eX]

[DOI]

Proceedings of the 14th International Conference on Image Analysis and Processing (ICIAP 2007), 2007

Sparseness Achievement in Hidden Markov Models.

[BibT_eX]

[DOI]

Proceedings of the 14th International Conference on Image Analysis and Processing (ICIAP 2007), 2007

Distance Measures for Gabor Jets-Based Face Authentication: A Comparative Evaluation.

[BibT_eX]

[DOI]

Daniel González-Jiménez

Johan W. H. Tangelder

Ben A. M. Schouten

Onkar Ambekar

José Luis Alba-Castro

Proceedings of the Advances in Biometrics, International Conference, 2007

Hidden Markov model-based face recognition using selective attention.

[BibT_eX]

[DOI]

Proceedings of the Human Vision and Electronic Imaging XII, San Jose, CA, USA, January 29, 2007

Recognition of Human Faces: From Biological to Artificial Vision.

[BibT_eX]

[DOI]

Proceedings of the Advances in Brain, 2007

2006

Similarity-based pattern recognition.

[BibT_eX]

[DOI]

Pattern Recognit., 2006

Unsupervised scene analysis: A hidden Markov model approach.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2006

Person Authentication from Video of Faces: A Behavioral and Physiological Approach Using Pseudo Hierarchical Hidden Markov Models.

[BibT_eX]

[DOI]

Proceedings of the Advances in Biometrics, International Conference, 2006

Recognizing People's Faces: from Human to Machine Vision.

[BibT_eX]

[DOI]

Proceedings of the Ninth International Conference on Control, 2006

Audio-Visual Foreground Extraction for Event Characterization.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

On the Use of SIFT Features for Face Authentication.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

2005

A Hidden Markov Model approach for appearance-based 3D object recognition.

[BibT_eX]

[DOI]

Umberto Castellani

Pattern Recognit. Lett., 2005

A supervised data-driven approach for microarray spot quality classification.

[BibT_eX]

[DOI]

Maria Rosario Martinez

Pattern Anal. Appl., 2005

Face Authentication Using One-Class Support Vector Machines.

[BibT_eX]

[DOI]

Proceedings of the Advances in Biometric Person Authentication, 2005

Automatic Updating of Urban Vector Maps.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Processing, 2005

Measuring differences between faces.

[BibT_eX]

[DOI]

Proceedings of the 13th European Signal Processing Conference, 2005

On Finding Differences Between Faces.

[BibT_eX]

[DOI]

Proceedings of the Audio- and Video-Based Biometric Person Authentication, 2005

2004

Similarity-based classification of sequences using hidden Markov models.

[BibT_eX]

[DOI]

Pattern Recognit., 2004

Investigating Hidden Markov Models' Capabilities in 2D Shape Classification.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2004

Hybrid HMM/SVM Model for the Analysis and Segmentation of Teleoperation Tasks.

[BibT_eX]

[DOI]

Proceedings of the 2004 IEEE International Conference on Robotics and Automation, 2004

Statistical Classification of Raw Textile Defects.

[BibT_eX]

[DOI]

Ivan A. Rossi

Proceedings of the 17th International Conference on Pattern Recognition, 2004

On-Line Adaptive Background Modelling for Audio Surveillance.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Pattern Recognition, 2004

Audio-Video Integration for Background Modelling.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2004

2003

A sequential pruning strategy for the selection of the number of states in hidden Markov models.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2003

Face recognition with Multilevel B-Splines and Support Vector Machines.

[BibT_eX]

[DOI]

Gianluca Iacono

Proceedings of the 2003 ACM SIGMM Workshop on Biometrics Methods and Applications, 2003

Similarity-Based Clustering of Sequences Using Hidden Markov Models.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2003

Automatic road extraction from aerial images by probabilistic contour tracking.

[BibT_eX]

[DOI]

Proceedings of the 2003 International Conference on Image Processing, 2003

Using hidden Markov models and wavelets for face recognition.

[BibT_eX]

[DOI]

Umberto Castellani

Proceedings of the 12th International Conference on Image Analysis and Processing (ICIAP 2003), 2003

Watershed-Based Unsupervised Clustering.

[BibT_eX]

[DOI]

Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2003

3D Face Recognition Using Stereoscopic Vision.

[BibT_eX]

[DOI]

Proceedings of the Advanced Studies in Biometrics, Summer School on Biometrics, 2003

2002

A Hidden Markov Model-Based Approach to Sequential Data Clustering.

[BibT_eX]

[DOI]

Antonello Panuccio

Proceedings of the Structural, 2002

2001

2D Shape Recognition by Hidden Markov Models.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Image Analysis and Processing (ICIAP 2001), 2001

Designing the Minimal Structure of Hidden Markov Model by Bisimulation.

[BibT_eX]

[DOI]

Agostino Dovier