headerphoto

Technical Reports


2011
  • Samuel Rota Bulò and Marcello Pelillo
    A Game-Theoretic Approach to Hypergraph Clustering
    Technical Report n. 2011_60, September 2011
    [PDF]
  • N.Rebagliati, S. Rota Bulò and M.Pelillo
    Correlation Clustering with Stochastic Labellings
    Technical Report n. 2011_59, September 2011
    [PDF]
  • J. Hou, M. Pelillo
    Feature Combination Based on Dominant Set Clustering
    Technical Report n. 2011_58, September 2011
    [PDF]
  • Peng Ren, Richard C. Wilson and Edwin R. Hancock
    High Order Structural Matching Using Dominant Cluster Analysis
    ICIAP (1), vol. 6978, pp. 1-8, 2011
    Technical Report n. 2011_57, September 2011
    [PDF]
  • Thomas J. Fuchs and Joachim M. Buhmann
    Computational pathology: Challenges and promises for tissue analysis
    Computerized Medical Imaging and Graphics, vol 35, no. 7-8, pp 515 - 530, 2011.
    Technical Report n. 2011_56, September 2011
    [PDF]
  • Lin Han, Richard C. Wilson , Edwin R. Hancock
    A Supergraph-based Generative Model
    ICPR, pp. 1566-1569, 2010.
    Technical Report n. 2011_55, September 2011
    [PDF]
  • Zhihong Zhang and Edwin R. Hancock
    A Hypergraph-Based Approach to Feature Selection
    CAIP 2011, Part I, LNCS 6854, pp. 228–235, 2011.
    Technical Report n. 2011_54, September 2011
    [PDF]
  • Zhihong Zhang and Edwin R. Hancock
    A Graph-Based Approach to Feature Selection
    GbRPR 2011, LNCS 6658, pp. 205–214, 2011.
    Technical Report n. 2011_53, September 2011
    [PDF]
  • Muhammad Haseeb and Edwin R. Hancock
    Feature point matching using a Hermitian property matrix
    SIMBAD 2011, LNCS 7005, pp. 325--337, 2011.
    Technical Report n. 2011_52, September 2011
    [PDF]
  • Lin Han, Edwin R. Hancock, and Richard C. Wilson
    An Information Theoretic Approach to Learning Generative Graph Prototypes
    SIMBAD 2011, LNCS 7005, pp. 136-151, 2011.
    Technical Report n. 2011_51, September 2011
    [PDF]
  • Lin Han, Edwin R. Hancock, and Richard C. Wilson
    Characterizing Graphs Using Approximate von Neumann Entropy
    IbPRIA 2011, LNCS 6669, pp. 484–491, 2011
    Technical Report n. 2011_50, September 2011
    [PDF]
  • Lin Han, Edwin R. Hancock, and Richard C. Wilson
    Learning Generative Graph Prototypes Using Simplified von Neumann Entropy
    GbRPR 2011, LNCS 6658, pp. 42–51, 2011.
    Technical Report n. 2011_49, September 2011
    [PDF]
  • Lin Han, Edwin R. Hancock, and Richard C. Wilson
    Entropy versus Heterogeneity for Graphs
    GbRPR 2011, LNCS 6658, pp. 32–41, 2011
    Technical Report n. 2011_48, September 2011
    [PDF]
  • Weiping Xu, Edwin R. Hancock, and Richard C. Wilson
    Rectifying Non-euclidean Similarity Data through Tangent Space Reprojection
    IbPRIA 2011, LNCS 6669, pp. 379–386, 2011.
    Technical Report n. 2011_47, September 2011
    [PDF]
  • Weiping Xu, Richard C. Wilson, and Edwin R. Hancock
    Determining the Cause of Negative Dissimilarity Eigenvalues
    CAIP 2011, Part I, LNCS 6854, pp. 589–597, 2011.
    Technical Report n. 2011_46, September 2011
    [PDF]
  • Lu Bai and Edwin R. Hancock
    Graph Clustering Using the Jensen-Shannon Kernel
    CAIP 2011, Part I, LNCS 6854, pp. 394–401, 2011.
    Technical Report n. 2011_45, September 2011
    [PDF]
  • Z. Zhang and E.R. Hancock
    Mutual Information Criteria for Feature Selection
    SIMBAD 2011, LNCS 7005, pp. 238--252, 2011.
    Technical Report n. 2011_44, September 2011
    [PDF]
  • F. Aziz, R.C. Wilson and E.R. Hancock
    Kernelising the Ihara Zeta Function
    CAIP 2011, LNCS 6854, pp. 219--227, 2011.
    Technical Report n. 2011_43, September 2011
    [PDF]
  • F. Aziz, R.C. Wilson and E.R. Hancock
    Graph Characterization via Backtrackless paths
    SIMBAD 2011, LNCS 7005, pp. 152--166, 2011.
    Technical Report n. 2011_42, September 2011
    [PDF]
  • Peng Ren, Richard C. Wilson, and Edwin R. Hancock
    Graph Characterization via Ihara Coefficients
    IEEE Transactions On Neural Networks 2011.
    Technical Report n. 2011_41, August 2011
    [PDF]
  • Peng Ren, Tatjana Aleksic´, David Emms, Richard C. Wilson, Edwin R. Hancock
    Quantum walks, Ihara zeta functions and cospectrality in regular graphs
    Quantum Information Processing 2011.
    Technical Report n. 2011_40, August 2011
    [PDF]
  • Jing Wu, William A. P. Smith, Edwin R. Hancock
    Gender Discriminating Models From Facial Surface Normals
    Pattern Recognition 2011.
    Technical Report n. 2011_39, August 2011
    [PDF]
  • Francisco Escolano, Edwin Hancock and Miguel Lozano
    Graph Matching through Entropic Manifold Alignment
    CVPR 2011.
    Technical Report n. 2011_38, August 2011
    [PDF]
  • Francisco Escolano and Edwin R. Hancock
    From Points to Nodes: Inverse Graph Embedding through a Lagrangian Formulation
    CAIP 2011.
    Technical Report n. 2011_37, August 2011
    [PDF]
  • Aykut Erdem, Marcello Pelillo
    Graph Transduction as a Non-Cooperative Game
    to appear in Neural Computation.
    Technical Report n. 2011_36, August 2011
    [PDF]
  • Umberto Castellani, Pasquale Mirtuono, Vittorio Murino, Marcella Bellani, Gianluca Rambaldelli, Michele Tansella, Paolo Brambilla
    A new shape diffusion descriptor for brain classification
    MICCAI 2011.
    Technical Report n. 2011_35, August 2011
    [PDF]
  • Peter Schüffler, Aydin Ulas, Umberto Castellani, Vittorio Murino
    A Multiple Kernel Learning Algorithm for Cell Nucleus Classification of Renal Cell Carcinoma
    ICIAP 2011.
    Technical Report n. 2011_34, August 2011
    [PDF]
  • Aydin Ulas, Peter Schüffler, Manuele Bicego, Umberto Castellani, Vittorio Murino
    Hybrid Generative-Discriminative Nucleus Classification of Renal Cell Carcinoma
    First International Workshop on Similarity-Based Pattern Analysis and Recognition - SIMBAD 2011, Venice, Italy, 2011.
    Technical Report n. 2011_33, August 2011
    [PDF]
  • Mehmet Gönen, Aydin Ulas, Peter Schüffler, Umberto Castellani, Vittorio Murino
    Combining Data Sources Nonlinearly for Cell Nucleus Classification of Renal Cell Carcinoma
    First International Workshop on Similarity-Based Pattern Analysis and Recognition - SIMBAD 2011, Venice, Italy, 2011
    Technical Report n. 2011_32, August 2011
    [PDF]
  • Aydin Ulas, Umberto Castellani, Pasquale Mirtuono, Manuele Bicego, Vittorio Murino, Stefania Cerruti, Marcella Bellani, Manfredo Atzori, Gianluca Rambaldelli, Michele Tansella, Paolo Brambilla
    Multimodal Schizophrenia Detection by Multiclassification Analysiss
    CIARP 2011.
    Technical Report n. 2011_31, August 2011
    [PDF]
  • Umberto Castellani, Aydin Ulas, Vittorio Murino, Marcella Bellani, Michele Tansella, Paolo Brambilla
    Selecting scales by Multiple Kernel Learning for shape diffusion analysis
    MICCAI 2011, Workshop on Mathematical Foundations of Computational Anatomy.
    Technical Report n. 2011_30, August 2011
    [PDF]
  • Aydin Ulas, Umberto Castellani, Vittorio Murino, Marcella Bellani, Michele Tansella, Paolo Brambilla
    Heat Diffusion Based Dissimilarity Analysis for Schizophrenia Classification
    PRIB 2011
    Technical Report n. 2011_29, August 2011
    [PDF]
  • Manuele Bicego, Aydin Ulas, Peter Schüffler, Umberto Castellani, Pasquale Mirtuono, Vittorio Murino, André Martins, Pedro M. Q. Aguiar, Mário A. T. Figueiredo
    Renal Cancer Cell Classification Using Generative Embeddings and Information Theoretic Kernels
    PRIB 2011
    Technical Report n. 2011_28, August 2011
    [PDF]
  • Samuel Rota Bulò, Edwin R. Hancock, Furqan Aziz, Marcello Pelillo
    Efficient Computation of Ihara Coefficients using the Bell Polynomial Recursion
    to appear in Linear Algebra and its Applications, 2011
    Technical Report n. 2011_27, August 2011
    [PDF]
  • P.Kontschieder, S.Rota Bulò, M.Pelillo, H.Bischof
    Structured Class-Labels in Random Forests for Semantic Image Labelling
    International Conference on Computer Vision, 2011
    Technical Report n. 2011_26, August 2011
    [PDF]
  • Samuel Rota Bulò, Marcello Pelillo, Immanuel M. Bomze
    Graph-Based Quadratic Optimization: A Fast Evolutionary Approach
    Computer Vision and Image Understanding
    Technical Report n. 2011_25, August 2011
    [PDF]
  • P.Kontschieder, S.Rota Bulò, M. Donoser, M.Pelillo, H.Bischof
    Semantic Image Labelling as a Label Puzzle Game
    British Machine Vision Conference, 2011
    Technical Report n. 2011_24, August 2011
    [PDF]
  • R.P.W. Duin
    Non-Euclidean Problems in Pattern Recognition Related to Human Expert Knowledge
    in: J. Filipe, J. Cordeiro (eds.), Enterprise Information Systems, Revised Selected Papers ICEIS 2010, Lecture Notes in Business Information Processing, vol. 73, Springer, 2011, 15-28.
    Technical Report n. 2011_23, August 2011
    [PDF]
  • W.J. Lee, R.P.W. Duin, and M. Loog
    Generalized Augmentation of Multiple Kernels
    Proc. MCS, 2011.
    Technical Report n. 2011_22, August 2011
    [PDF]
  • D. Porro Munoz, R.P.W. Duin, M. Orozco-Alzate, I. Talavera, and J.M. Londono-Bonilla
    The Dissimilarity Representation as a Tool for Three-way Data Classification using 2D Measures
    Signal Processing, vol. 91, no. 11, 2011, 2520-2529
    Technical Report n. 2011_21, August 2011
    [PDF]
  • A. Ulas, R.P.W. Duin, U. Castellani, M. Loog, P. Mirtuono, M. Bicego, V. Murino, M. Bellani, S. Cerruti, M. Tansella, and P. Brambilla
    Dissimilarity-based Detection of Schizophrenia
    International Journal of Imaging Systems and Technology, vol. 21, no. 2, 2011, 179-192.
    Technical Report n. 2011_20, August 2011
    [PDF]
  • R.P.W. Duin and E. Pekalska
    The dissimilarity space: between structural and statistical pattern recognition
    Pattern Recognition Letters, 2011.
    Technical Report n. 2011_19, August 2011
    [PDF]
  • D. Porro Munoz, I. Talavera, R.P.W. Duin, N. Hernandez, and M. Orozco-Alzate
    Dissimilarity Representation on Functional Spectral Data for Classification
    Journal of Chemometrics, 2011
    Technical Report n. 18 2011_11
    [PDF]
  • W.R. Lee, V. Cheplygina, D.M.J. Tax, M. Loog, and R.P.W. Duin
    Bridging Structure and Feature Representations in Graph Matching
    International Journal of Pattern Recognition and Artificial Intelligence, 2011.
    Technical Report n. 2011_17, August 2011
    [PDF]
  • S.W. Kim and R.P.W. Duin
    Dissimilarity-Based Classifications in Eigenspaces
    in: Cesar San Martin, Sang-Woon Kim (eds.), Proc. CIARP 2011, Lecture Notes in Computer Science, Springer, 2011.
    Technical Report n. 2011_16, August 2011
    [PDF]
  • R.P.W. Duin and E. Pekalska
    The dissimilarity representation for structural pattern recognition
    in: Cesar San Martin, Sang-Woon Kim (eds.), Proc. CIARP 2011, Lecture Notes in Computer Science, Springer, 2011.
    Technical Report n. 2011_15, August 2011
    [PDF]
  • D. Porro Munoz, R.P.W. Duin, I. Talavera, and M. Orozco-Alzate
    A study on the infuence of shape in classifying small spectral data sets
    First International Workshop on Similarity-Based Pattern Analysis and Recognition - SIMBAD 2011, Venice, Italy, 2011
    Technical Report n. 2011_14, August 2011
    [PDF]
  • D.M.J. Tax, M. Loog, R.P.W. Duin, V. Cheplygina, and W.R. Lee
    Bag Dissimilarities for Multiple Instance Learning
    First International Workshop on Similarity-Based Pattern Analysis and Recognition - SIMBAD 2011, Venice, Italy, 2011
    Technical Report n. 2011_13, August 2011
    [PDF]
  • D. Porro Munoz, I. Talavera, R.P.W. Duin, and M. Orozco-Alzate
    Combining dissimilarities for three-way data classification
    Computacion y Sistemas, 2011
    Technical Report n. 2011_12, August 2011
    [PDF]
  • A. Lourenço, A.Fred, M. Figueiredo
    A Generative Dyadic Aspect Model for Evidence Accumulation Clustering
    First International Workshop on Similarity-Based Pattern Analysis and Recognition - SIMBAD 2011, Venice, Italy, 2011
    Technical Report n. 2011_11, July 2011
    [PDF]
  • H.Aidos and A. Fred
    A Study of Embedding Methods under the Evidence Accumulation Framework
    First International Workshop on Similarity-Based Pattern Analysis and Recognition - SIMBAD 2011, Venice, Italy, 2011.
    Technical Report n. 2011_10, May 2011
    [PDF]
  • H.Aidos and A. Fred
    Hierarchical Clustering with High Order Dissimilarities
    International Conference on Machine Learning and Data Mining - MLDM 2011, New York, NY, USA, 2011.
    Technical Report n. 2011_9, July 2011
    [PDF]
  • H.Aidos and A. Fred
    On the Distribution of Dissimilarity Increments
    Iberian Conference on Pattern Recognition and Image Analysis - IbPRIA 2011, Las Palmas de Gran Canaria, Spain, 2011
    Technical Report n. 2011_8, July 2011
    [PDF]
  • D. Pereira-Coutinho, A. Fred, M. Figueiredo
    ECG-based continuous authentication system using adaptive string matching
    International Conference on Bio-inspired Systems and Signal Processing - BIOSIGNALS 2011, Rome, Italy, 2011
    Technical Report n. 2011_7, July 2011
    [PDF]
  • Andrea Albarelli, Emanuele Rodolà, and Andrea Torsello
    Imposing Semi-Local Geometric Constraints for Correspondences Accurate Selection in Structure from Motion: A Game-Theoretic Perspective
    IJCV2011
    Technical Report n. 2011_6, May 2011
    [PDF]
  • Andrea Torsello, Emanuele Rodolà, and Andrea Albarelli
    Multiview Registration via Graph Diffusion of Dual Quaternions
    CVPR2011
    Technical Report n. 2011_5, May 2011
    [PDF]
  • Andrea Albarelli, Emanuele Rodolà, Filippo Bergamasco, and Andrea Torsello
    A Non-Cooperative Game for 3D Object Recognition in Cluttered Scenes
    3DIMPVT2011
    Technical Report n. 2011_4, May 2011
    [PDF]
  • Aykut Erdem and Andrea Torsello
    A Game Theoretic Approach to Learning Shape Categories and Contextual Similarities
    S+SSPR2010
    Technical Report n. 2011_3, May 2011
    [PDF]
  • Andrea Albarelli, Emanuele Rodolà, and Andrea Torsello
    Loosely Distinctive Features for Robust Surface Alignment
    ECCV2010
    Technical Report n. 2011_2, May 2011
    [PDF]
  • Andrea Albarelli, Emanuele Rodolà, and Andrea Torsello
    A Game-Theoretic Approach to Fine Surface Registration without Initial Motion Estimation
    CVPR2010
    Technical Report n. 2011_1, May 2011
    [PDF]

2010
  • Michal Kawulok, Jing Wub, Edwin R. Hancock
    Supervised Relevance Maps For Increasing The Distinctiveness Of Facial Images
    Pattern Recognition 2011
    Technical Report n. 2010_36, September 2010
    [PDF]
  • Peng Ren, Tatjana Aleksic´, Richard C. Wilson, Edwin R. Hancock
    A Polynomial Characterization Of Hypergraphs Using The Ihara Zeta Function
    Pattern Recognition 2010
    Technical Report n. 2010_35, September 2010
    [PDF]
  • Bai Xiao, Edwin Hancock, Hang Yu
    Manifold Embedding For Shape Analysis
    Neurocomputing 2010
    Technical Report n. 2010_34, September 2010
    [PDF]
  • Ioannis Patras and Edwin R. Hancock
    Coupled Prediction Classification for Robust Visual Tracking
    PAMI 2010
    Technical Report n. 2010_33, September 2010
    [PDF]
  • U. Castellani, A. Perina, V. Murino, M. Bellani, G. Rambaldelli, M. Tansella, P. Brambilla
    Brain morphometry by probabilistic Latent Semantic Analysis
    MICCAI 2010
    Technical Report n. 2010_32, September 2010
    [PDF]
  • Samuel Rota Bulò, Immanuel M. Bomze
    Infection and immunization: a new class of evolutionary game dynamics
    Games and Economic Behaviour 2010
    Technical Report n. 2010_31, July 2010
    [PDF]
  • Julia E. Vogt, Sandhya Prabhakaran,J. Fuchs, Volker Roth
    The Translation-invariantWishart-Dirichlet Process for Clustering Distance Data
    ICML2010
    Technical Report n. 2010_30, May 2010
    [PDF]
  • Richard C. Wilson and Edwin R.Hancock
    Spherical Embedding and Classification
    S+SSPR2010
    Technical Report n. 2010_29, May 2010
    [PDF]
  • André Lourenço, Ana Fred, Anil K. Jain
    On the scalability of evidence accumulation clustering
    ICPR2010
    Technical Report n. 2010_28, April 2010
    [PDF]
  • João Duarte, Ana Fred, André Lourenço, Fernando Duarte
    On consensus clustering validation
    S+SSPR2010
    Technical Report n. 2010_27, April 2010
    [PDF]
  • Samuel Rota Bulò, André Louren, Ana Fred, Marcello Pelillo
    Pairwise Probabilistic Clustering Using Evidence Accumulation
    S+SSPR2010
    Technical Report n. 2010_26, April 2010
    [PDF]
  • J. M. Buhmann
    Information theoretic model validation for clustering
    ISIT2010
    Technical Report n. 2010_25, April 2010
    [PDF]
  • M. Bicego, P. Lovato, A. Ferrarini, M. Delledonne
    Biclustering of expression microarray data with topic models
    ICPR2010
    Technical Report n. 2010_24, April 2010
    [PDF]
  • U. Castellani, E. Rossato, V. Murino, M. Bellani, G. Rambaldelli, M. Tansella, P. Brambilla
    Local Kernels for Brains Classification in Schizophrenia
    AI*IA2009
    Technical Report n. 2010_23, April 2010
    [PDF]
  • R.P.W. Duin, Aydin Ulas, E. Pekalska,V. Murino and P. Brambilla
    The Verona MRI brain images, a first analysis of the dissimilarities
    Technical Report n. 2010_22, April 2010
    [PDF]
  • R.P.W. Duin
    Pattern Recognition as a Human Centered non-Euclidean Problem
    ICEIS2010
    Technical Report n. 2010_21, April 2010
    [PDF]
  • R.P.W. Duin and E. Pekalska
    Non-Euclidean Dissimilarities: Causes and Informativeness
    S+SSPR2010
    Technical Report n. 2010_20, April 2010
    [PDF]
  • A. Ibba, R.P.W. Duin, and W.J. Lee
    A study on combining sets of differently measured dissimilarities
    ICPR2010
    Technical Report n. 2010_19, April 2010
    [PDF]
  • W.J. Lee, R.P.W. Duin, M. Loog, and A. Ibba
    An Experimental Study On Combining Euclidean Distances
    CIP2010
    Technical Report n. 2010_18, April 2010
    [PDF]
  • W.J. Lee, R.P.W. Duin, and H. Bunke
    Selecting Structural Base Classifiers for Graph-based Multiple Classifier Systems
    MCS2010
    Technical Report n. 2010_17, April 2010
    [PDF]
  • R. C. Wilson, E.R. Hancock, E. Pekalska and R. Duin
    Spherical Embeddings for non-Euclidean Dissimilarities
    CVPR2010
    Technical Report n. 2010_16, April 2010
    [PDF]
  • A. Carli, U. Castellani, M. Bicego, V. Murino
    Dissimilarity-based Representation for Local parts
    CIP2010
    Technical Report n. 2010_15, April 2010
    [PDF]
  • A. Carli, M. Bicego, S. Baldo, V. Murino
    Nonlinear mappings for generative kernels on latent variable models
    ICPR2010
    Technical Report n. 2010_14, April 2010
    [PDF]
  • P. Ren ,R. C. Wilson, E. R. Hancock
    Weighted Graph Characteristics from Oriented Line Graph Polynomials
    ICCV2009
    Technical Report n. 2010_13, April 2010
    [PDF]
  • L. Han, R. C. Wilson , E. R. Hancock
    A Supergraph-based Generative Model
    ICPR2010
    Technical Report n. 2010_12, April 2010
    [PDF]
  • P. Ren, T. Aleksić, R. C. Wilson and E. R. Hancock
    Hypergraphs, Characteristic Polynomials and the Ihara Zeta Function
    CAIP2009
    Technical Report n. 2010_11, April 2010
    [PDF]
  • S. Xia, E. R. Hancock
    Graph-Based Object Class Discovery
    CAIP2009
    Technical Report n. 2010_10, April 2010
    [PDF]
  • P. Ren, R. C. Wilson, and E. R.Hancock
    Characteristic Polynomial Analysis on Matrix Representations of Graphs
    S+SSPR2010
    Technical Report n. 2010_9, April 2010
    [PDF]
  • H. El-Ghawalby and E. R. Hancock
    Geometric Characterizations of Graphs Using Heat Kernel Embeddings
    IMA Conf. on Mathematics of Surfaces
    Technical Report n. 2010_8, April 2010
    [PDF]
  • David Pereira Coutinho, Ana L. N. Fred, Mario A. T. Figueiredo
    One-Lead ECG-Based Personal Identification Using Ziv-Merhav Cross Parsing
    ICPR2010
    Technical Report n. 2010_7, April 2010
    [PDF]
  • Manuele Bicego, André F. T. Martins,Vittorio Murino, Pedro M. Q. Aguiar and Mario A. T. Figueiredo
    Information Theoretical Kernels for Generative Embeddings Based on Hidden Markov Models
    S+SSPR2010
    Technical Report n. 2010_6, April 2010
    [PDF]
  • Manuele Bicego, André F. T. Martins,Vittorio Murino, Pedro M. Q. Aguiar and Mario A. T. Figueiredo
    2D Shape Recognition Using Information Theoretic Kernels
    ICPR2010
    Technical Report n. 2010_5, April 2010
    [PDF]
  • Andrea Albarelli, Emanuele Rodolà and Andrea Torsello
    Robust Game-Theoretic Inlier Selection for Bundle Adjustment
    3DPVT2010
    Technical Report n. 2010_4, April 2010
    [PDF]
  • Andrea Albarelli, Emanuele Rodolà and Andrea Torsello
    Surface Registration without Initial Motion Estimation
    CVPR2010
    Technical Report n. 2010_3, April 2010
    [PDF]
  • Weiping Xu, Edwin R. Hancock and Richard C. Wilson
    Regularising the Ricci Flow Embedding
    S+SSPR2010
    Technical Report n. 2010_2, April 2010
    [PDF]
  • Weiping Xu, Edwin R. Hancock and Richard C. Wilson
    Rectifying Non-Euclidean Similarity Data using Ricci Flow Embedding
    ICPR2010
    Technical Report n. 2010_1, April 2010
    [PDF]

2009
  • A. Perina, M. Cristani, U. Castellani, V. Murino, N. Jojic
    A hybrid generative/discriminative classification framework based on free-energy terms
    ICCV 2009
    Technical Report n. 2009_12, July 2009
    [PDF]
  • A. Perina, M. Cristani, U. Castellani, V. Murino, N. Jojic
    Free energy score-space
    NIPS 2009
    Technical Report n. 2009_11, December 2009
    [PDF]
  • Robert P.W. Duin and Elzbieta Pekalska
    The dissimilarity representation for pattern recognition, a tutorial.
    Technical Report n. 2009_10, June 2009
    [PDF]
  • Robert P.W. Duin and Elzbieta Pekalska
    Datasets and tools for dissimilarity analysis in pattern recognition
    Technical Report n. 2009_9, November 2009
    [PDF]
  • M. Pelillo
    What is a Cluster? Perspectives from Game Theory
    NIPS 2009
    Technical Report n. 2009_8, November 2009
    [PDF]
  • S. Rota Bulo` and M. Pelillo
    A Game-Theoretic Approach to Hypergraph Clustering
    NIPS 2009
    Technical Report n. 2009_7, November 2009
    [PDF]
  • S. Rota Bulò, A. Albarelli, A. Torsello and M. Pelillo
    A Hypergraph-based Approach to Affine Parameters Estimation
    ICPR 2008
    Technical Report n. 2009_6, July 2009
    [PDF]
  • A. Torsello, S Rota Bulò, and M. Pelillo
    Beyond Partitions: Allowing Overlapping Groups in Pairwise Clustering
    ICPR 2008
    Technical Report n. 2009_5, July 2009
    [PDF]
  • A. Torsello and David L. Dowe
    Supervised Learning of a Generative Model for Edge-Weighted Graphs
    ICPR 2008
    Technical Report n. 2009_4, July 2009
    [PDF]
  • A. Torsello and M. Pelillo
    Hierarchical Pairwise Segmentation using Dominant Sets and Anisotropic Diffusion
    EMMCVPR 2009
    Technical Report n. 2009_3, July 2009
    [PDF]
  • A. Albarelli, S Rota Bulò, A. Torsello, and M. Pelillo
    Matching as a Non-Cooperative Game
    ICCV 2009
    Technical Report n. 2009_2, July 2009
    [PDF]
  • D. S. Cheng, M. Bicego, U. Castellani, S. Cerruti, M. Bellani, G. Rambaldelli, M. Atzori, P. Brambilla, V. Murino
    Schizophrenia Classification Using Regions of Interest in Brain MRI
    presented at IDAMAP WS 2009
    Technical Report n. 2009_1, May 2009
    [PDF]

2008
  • Andre T. Martins, Pedro M. Q. Aguiar, Mario A. T. Figueiredo
    Mathematical Foundations for Generative and Information-Theoretic Kernels
    September 2008
    [PDF]