PELILLO Marcello

Position Full Professor
Telephone 041 234 7588 / 041 234 8440
E-mail pelillo@unive.it
Scientific sector (SSD) INFORMATICA [INF/01]
Website www.unive.it/persone/pelillo (personal record)
 http://www.dsi.unive.it/~pelillo
Office Department of Environmental Sciences, Informatics and Statistics
Website: https://www.unive.it/dep.dais
Where: Campus scientifico via Torino
Room: office Z.B14 (Zeta B building)
Office European Center for Living Technology (ECLT)
Where: Palazzo Minich
Research Institute Research Institute for Complexity

Publications by year

2020
  • Denitto, M.; Bicego, M.; Farinelli, A.; Vascon, S.; Pelillo, M. Biclustering with Dominant Sets in PATTERN RECOGNITION, vol. N/D (ISSN 0031-3203) (Articolo su rivista)
    Link DOI Link al documento: 10278/3724444
  • Fiorucci, Marco; Pelosin, Francesco; Pelillo, Marcello Separating Structure from Noise in Large Graphs Using the Regularity Lemma in PATTERN RECOGNITION, vol. 98, pp. 107070 (ISSN 0031-3203) (Articolo su rivista)
    Link DOIURL correlato Link al documento: 10278/3719412
  • Aslan S.; Vascon S.; Pelillo M. Two sides of the same coin: Improved ancient coin classification using Graph Transduction Games in PATTERN RECOGNITION LETTERS, vol. 131, pp. 158-165 (ISSN 0167-8655) (Articolo su rivista)
    Link DOIURL correlato Link al documento: 10278/3724442
  • Ismail Elezi, Sebastiano Vascon, Alessandro Torcinovich, Marcello Pelillo, Laura Leal-Taixé The Group Loss for Deep Metric Learning , Proceedings of the European Conference on Computer Vision 2020, Springer, Convegno: European Conference on Computer Vision (Articolo in Atti di convegno)
    Link DOI Link al documento: 10278/3729010
2019
  • Zemene E.; Alemu L.T.; Pelillo M. Dominant Sets for 'Constrained' Image Segmentation in IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, vol. 41, pp. 2438-2451 (ISSN 0162-8828) (Articolo su rivista)
    Link DOI Link al documento: 10278/3724381
  • Giulia Sandi, Sebastiano Vascon, Marcello Pelillo Hypergraph Isomorphism Using Association Hypergraphs in PATTERN RECOGNITION LETTERS, vol. N/D (ISSN 0167-8655) (Articolo su rivista)
    Link DOIURL correlato Link al documento: 10278/3718998
  • Zemene, Eyasu; Tesfaye, Yonatan Tariku; Idrees, Haroon; Prati, Andrea; Pelillo, Marcello; Shah, Mubarak Large-Scale Image Geo-Localization Using Dominant Sets in IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, vol. 41, pp. 148-161 (ISSN 0162-8828) (Articolo su rivista)
    Link DOI Link al documento: 10278/3709840
  • Yonatan Tariku Tesfaye, Eyasu Zemene, Andrea Prati, Marcello Pelillo, Mubarak Shah Multi-target Tracking in Multiple Non-overlapping Cameras Using Fast-Constrained Dominant Sets in INTERNATIONAL JOURNAL OF COMPUTER VISION, vol. 127, pp. 1303-1320 (ISSN 0920-5691) (Articolo su rivista)
    Link DOI Link al documento: 10278/3717301
  • Sebastiano Vascon; Marcello Pelillo Chapter 12 - Detecting conversational groups in images using clustering games , Multimodal Behavior Analysis in the Wild, Academic Press, pp. 247-267 (ISBN 978-0-12-814601-9) (Articolo su libro)
    Link DOIURL correlato Link al documento: 10278/3718953
  • Vascon Sebastiano, Parin Ylenia, Annavini Eis, D'Andola Mattia, Zoccolan Davide, Pelillo Marcello Characterization of Visual Object Representations in Rat Primary Visual Cortex , Computer Vision -- ECCV 2018 Workshops, Springer International Publishing, pp. 577-586, Convegno: European Conference on Computer Vision (ISBN 978-3-030-11015-4) (Articolo in Atti di convegno)
    Link DOI Link al documento: 10278/3718940
  • Vascon S.; Aslan S.; Torcinovich A.; Laarhoven T.V.; Marchiori E.; Pelillo M. Unsupervised Domain Adaptation using Graph Transduction Games , Proceedings of the International Joint Conference on Neural Networks, Institute of Electrical and Electronics Engineers Inc., vol. 2019-, pp. 1-8, Convegno: 2019 International Joint Conference on Neural Networks, IJCNN 2019, 2019 (ISBN 978-1-7281-1985-4) (Articolo in Atti di convegno)
    Link DOI Link al documento: 10278/3731148
  • Aslan, Sinem; Pelillo, Marcello Weakly Supervised Semantic Segmentation Using Constrained Dominant Sets in Sinem Aslan, Marcello Pelillo, 20th International Conference on Image Analysis and Processing, ICIAP 2019 - Proceedings, Springer Cham, vol. 11752, pp. 425-436, Convegno: 20th International Conference on Image Analysis and Processing (Articolo in Atti di convegno)
    Link DOIURL correlato Link al documento: 10278/3732390
2018
  • Sebastiano Vascon, Marco Frasca , Rocco Tripodi , Giorgio Valentini , Marcello Pelillo Protein Function Prediction as a Graph-Transduction Game in PATTERN RECOGNITION LETTERS, vol. N/D (ISSN 0167-8655) (Articolo su rivista)
    Link DOIURL correlato Link al documento: 10278/3718936
  • Aslan S.; Vascon S.; Pelillo M. Ancient Coin Classification Using Graph Transduction Games , 2018 IEEE International Conference on Metrology for Archaeology and Cultural Heritage, MetroArchaeo 2018 - Proceedings, Institute of Electrical and Electronics Engineers Inc., pp. 127-131, Convegno: 2018 IEEE International Conference on Metrology for Archaeology and Cultural Heritage, MetroArchaeo 2018, 2018 (ISBN 978-1-5386-5276-3) (Articolo in Atti di convegno)
    Link DOI Link al documento: 10278/3731210
  • Sandi, Giulia*; Vascon, Sebastiano; Pelillo, Marcello On association graph techniques for hypergraph matching , Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer Verlag, vol. 11004, pp. 481-490, Convegno: Joint IAPR International Workshops on Structural and Syntactic Pattern Recognition, SSPR 2018 and Statistical Techniques in Pattern Recognition, SPR 2018, 17/08/2018-19/08/2018 (ISBN 9783319977843) (ISSN 0302-9743) (Articolo in Atti di convegno)
    Link DOIURL correlato Link al documento: 10278/3711758
  • Feliks Hibraj, Sebastiano Vascon, Thilo Stadelmann, Marcello Pelillo Speaker Clustering Using Dominant Sets , 2018 24th International Conference on Pattern Recognition (ICPR), IEEE, pp. 3549-3554, Convegno: International Conference on Pattern Recognition (Articolo in Atti di convegno)
    Link DOI Link al documento: 10278/3718941
  • Ismail Elezi, Alessandro Torcinovich, Sebastiano Vascon, Marcello Pelillo Transductive Label Augmentation for Improved Deep Network Learning , 2018 24th International Conference on Pattern Recognition (ICPR), IEEE, pp. 1432-1437, Convegno: International Conference on Pattern Recognition (Articolo in Atti di convegno)
    Link DOI Link al documento: 10278/3718951
  • I. Elezi, A. Torcinovich, S. Vascon, M. Pelillo Transductive Label Augmentation for Improved Deep Network Learning , 24th International Conference on Pattern Recognition, ICPR 2018, Beijing, China, August 20-24, 2018. IEEE Computer Society 2018, ISBN 978-1-5386-3788-3, IEEE Computer Society, Convegno: International Conference on Pattern Recognition (Articolo in Atti di convegno)
    Link DOI Link al documento: 10278/3711226
  • (a cura di) Marcello Pelillo, Irene Poli, Andrea Roli, Roberto Serra, Debora Slanzi, Marco Villani Artificial Life and Evolutionary Computation. , Springer International Publishing, vol. 830 (ISBN 978-3-319-78658-2; 978-3-319-78657-5) (ISSN 1865-0929) (Curatela)
    Link DOI Link al documento: 10278/3698371
2017
  • Tripodi, Rocco; Pelillo, Marcello A Game-Theoretic Approach to Word Sense Disambiguation in COMPUTATIONAL LINGUISTICS, vol. 43, pp. 31-70 (ISSN 1530-9312) (Articolo su rivista)
    Link DOI Link al documento: 10278/3685595
  • Samuel Rota Bulò, ; Marcello, Pelillo Dominant-Set Clustering: A Review in EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, vol. 262, pp. 1-13 (ISSN 0377-2217) (Articolo su rivista)
    Link DOI Link al documento: 10278/3694419
  • Samuel Rota Bulò, ; Battista, Biggio; Ignazio, Pillai; Marcello, Pelillo; Fabio, Roli Randomized Prediction Games for Adversarial Machine Learning in IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, vol. 28, pp. 2466-2478 (ISSN 2162-237X) (Articolo su rivista)
    Link DOI Link al documento: 10278/3694418
  • Pelillo, Marcello; Elezi, Ismail; Fiorucci, Marco Revealing structure in large graphs: Szemerédi's regularity lemma and its use in pattern recognition in PATTERN RECOGNITION LETTERS, vol. 87, pp. 4-11 (ISSN 0167-8655) (Articolo su rivista)
    Link DOIURL correlato Link al documento: 10278/3684806
  • Tripodi, Rocco; Pelillo, Marcello Document Clustering Games in Static and Dynamic Scenarios , Pattern Recognition Applications and Methods, Fred A., De Marsico M., Sanniti di Baja G, vol. 10163, pp. 20-42 (ISBN 978-3-319-53374-2; 978-3-319-53375-9; 978-3-319-53374-2; 978-3-319-53375-9) (Articolo su libro)
    Link DOI Link al documento: 10278/3684494
  • Tripodi, Rocco; Pelillo, Marcello Transductive Learning Games for Word Sense Disambiguation , Cognitive Approach to Natural Language Processing, Elsevier, pp. 109-128 (ISBN 9781785482533) (Articolo su libro)
    Link DOI Link al documento: 10278/3689700
  • Torcinovich, Alessandro; Fratton, Marco; Pelillo, Marcello; Pravato, Alberto; Roncato, Alessandro A Computer Vision System for Monitoring Ice-Cream Freezers , Image Analysis and Processing - ICIAP 2017, Springer, vol. 10485, pp. 333-342, Convegno: International Conference on Image Analysis and Processing (Articolo in Atti di convegno)
    Link DOI Link al documento: 10278/3691885
  • Fiorucci, Marco; Fratton, Marco; Dulecha, TINSAE GEBRECHRISTOS; Pelillo, Marcello; Pravato, Alberto; Roncato, Alessandro A Computer Vision System for the Automatic Inventory of a Cooler , Lecture Notes in Computer Science, Springer, vol. 10484, pp. 575-585, Convegno: ICIAP 2017 (ISBN 978-3-319-68560-1) (Articolo in Atti di convegno)
    Link DOI Link al documento: 10278/3689708
  • Chu Wang, Marcello Pelillo, Kaleem Siddiqi Dominant Set Clustering and Pooling for Multi-View 3D Object Recognition , Proceedings of the 2017 British Machine Vision Conference (BMVC 2017), BMVC, Convegno: British Machine Vision Conference (Articolo in Atti di convegno)
    Link DOI Link al documento: 10278/3717305
  • Fiorucci, Marco; Torcinovich, Alessandro; Curado, M.; Escolano, F.; Pelillo, Marcello On the Interplay between Strong Regularity and Graph Densification , Lecture Notes in Computer Science, Springer, Convegno: Graph-based Representations - GbR2017 (Articolo in Atti di convegno)
    Link DOI Link al documento: 10278/3685042
2016
  • Sebastiano, Vascon; Mequanint, EYASU ZEMENE; Marco, Cristani; Hayley, Hung; Pelillo, Marcello; Vittorio, Murino Detecting conversational groups in images and sequences: A robust game-theoretic approach in COMPUTER VISION AND IMAGE UNDERSTANDING, vol. 143, pp. 11-24 (ISSN 1077-3142) (Articolo su rivista)
    Link DOI Link al documento: 10278/3662321
  • Yonatan, T. Tesfaye; Mequanint, EYASU ZEMENE; Pelillo, Marcello; Andrea, Prati Multi-object tracking using dominant sets in IET COMPUTER VISION, vol. 10, pp. 289-298 (ISSN 1751-9632) (Articolo su rivista)
    Link DOI Link al documento: 10278/3675320
  • Mequanint, EYASU ZEMENE; Alemu, Leulseged; Pelillo, Marcello Constrained Dominant Sets for Retrieval , 23rd International Conference on Pattern recognition, 10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, CA 90720-1264 USA, IEEE COMPUTER SOC, pp. 2568-2573, Convegno: International Conference on Pattern Recognition (ICPR) (ISSN 1051-4651) (Articolo in Atti di convegno)
    Link DOI Link al documento: 10278/3675325
  • Tripodi, Rocco; Vascon, Sebastiano; Pelillo, Marcello Context Aware Nonnegative Matrix Factorization Clustering , Proceedings - International Conference on Pattern Recognition in INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, 10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, CA 90720-1264 USA, IEEE COMPUTER SOC, pp. 1719-1724, Convegno: 23rd International Conference on Pattern Recognition, ICPR 2016, 2016 (ISBN 9781509048472) (ISSN 1051-4651) (Articolo in Atti di convegno)
    Link DOIURL correlato Link al documento: 10278/3692547
  • Tripodi, Rocco; Pelillo, Marcello Document clustering games , Proceedings of the 5th International Conference on Pattern Recognition Applications and Methods, SciTePress, pp. 109-118, Convegno: 5th International Conference on Pattern Recognition Applications and Methods, ICPRAM 2016, 2016 (ISBN 9789897581731) (Articolo in Atti di convegno)
    Link DOI Link al documento: 10278/3672191
  • Mequanint, EYASU ZEMENE; Pelillo, Marcello Interactive Image Segmentation Using Constrained Dominant Sets , European Conference on Computer Vision, GEWERBESTRASSE 11, CHAM, CH-6330, SWITZERLAND, SPRINGER INTERNATIONAL PUBLISHING AG, vol. 9912, pp. 278-294, Convegno: European Conference on Computer Vision (ECCV) (ISBN 9783319464831) (Articolo in Atti di convegno)
    Link DOI Link al documento: 10278/3675323
  • Mequanint, EYASU ZEMENE; Yonatan, Tariku Tesfaye; Andrea, Prati; Pelillo, Marcello Simultaneous Clustering and Outlier Detection using Dominant sets , 23rd International Conference on Pattern Recognition, 10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, CA 90720-1264 USA, IEEE COMPUTER SOC, pp. 2325-2330, Convegno: International Conference on Pattern Recognition (ICPR) (Articolo in Atti di convegno)
    Link DOI Link al documento: 10278/3675324
2015
  • Pelillo, Marcello; Scantamburlo, Teresa; Schiaffonati, Viola Pattern recognition between science and engineering: A red herring? in PATTERN RECOGNITION LETTERS, vol. 64, pp. 3-10 (ISSN 0167-8655) (Articolo su rivista)
    Link DOIURL correlato Link al documento: 10278/3680289
  • A. Lourenço; S. Rota Bulò; N. Rebagliati; A. L. N. Fred; M. A. T. Figueiredo; M. Pelillo Probabilistic consensus clustering using evidence accumulation in MACHINE LEARNING, vol. 98, pp. 331-357 (ISSN 0885-6125) (Articolo su rivista)
    Link DOI Link al documento: 10278/3640953
  • Pelillo, Marcello Special issue on "Philosophical Aspects of Pattern Recognition" in PATTERN RECOGNITION LETTERS, vol. 64, pp. 1-2 (ISSN 0167-8655) (Articolo su rivista)
    Link DOIURL correlato Link al documento: 10278/3680292
  • Vascon, Sebastiano; Mequanint, Eyasu Zemene; Cristani, Marco; Hung, Hayley; Pelillo, Marcello; Murino, Vittorio A Game-Theoretic Probabilistic Approach for Detecting Conversational Groups , Computer Vision -- ACCV 2014, HEIDELBERGER PLATZ 3, D-14197 BERLIN, GERMANY, Springer International Publishing, vol. 9007, pp. 658-675, Convegno: 12th Asian Conference on Computer Vision, ACCV 2014, 2014 (ISBN 978-3-319-16814-2) (Articolo in Atti di convegno)
    Link DOI Link al documento: 10278/3718949
  • Tripodi R; Pelillo M; Delmonte R An Evolutionary Game Theoretic Approach to Word Sense Disambiguation , Natural Language Processing and Cognitive Science, DE GRUYTER, pp. 39-48, Convegno: NLPCS 2014 (ISBN 9781501501289) (Articolo in Atti di convegno)
    Link DOI Link al documento: 10278/3650741
  • Mequanint, EYASU ZEMENE; Samuel Rota Bulò, ; Pelillo, Marcello Dominant-set clustering using multiple affinity matrices , Similarity-Based Pattern Recognition, Springer Verlag, vol. 9370, pp. 186-198, Convegno: 3rd International Workshop on Similarity-Based Pattern Recognition, SIMBAD 2015, 2015 (ISBN 9783319242606) (Articolo in Atti di convegno)
    Link DOI Link al documento: 10278/3662320
  • Mequanint, EYASU ZEMENE; Pelillo, Marcello Path-Based Dominant-Set Clustering , Image Analysis and Processing — ICIAP 2015, SPRINGER, vol. 9279, pp. 150-160, Convegno: 18th International Conference on Image Analysis and Processing, ICIAP 2015, 2015 (ISBN 9783319232300) (Articolo in Atti di convegno)
    Link DOI Link al documento: 10278/3662319
  • R. Tripodi; M. Pelillo WSD-games: a game-theoretic algorithm for unsupervised word sense disambiguation , SemEval-2015 Task 13: Multilingual All-Words Sense Disambiguation and Entity Linking, Association Computational Linguistics, ACL, pp. 329-334, Convegno: SemEval 2015, June, 2015 (Articolo in Atti di convegno)
    URL correlato Link al documento: 10278/3650743
2014
  • P. Fränti; G. Brown; M. Loog; F. Escolano; M. Pelillo Structural, Syntactic, and Statistical Pettern Recognition: S+SSPR 2014 , Springer, vol. 8621 (ISBN 9783662444146) (ISSN 0302-9743) (Monografia o trattato scientifico)
    Link al documento: 10278/43204
  • Nourbakhsh, Farshad; Samuel Rota Bulò, ; Pelillo, Marcello A matrix factorization approach to graph compression with partial information in INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, vol. N/A, pp. N/A-N/A (ISSN 1868-8071) (Articolo su rivista)
    Link DOI Link al documento: 10278/42446
  • Pelillo, Marcello Alhazen and the nearest neighbor rule in PATTERN RECOGNITION LETTERS, vol. 38, pp. 34-37 (ISSN 0167-8655) (Articolo su rivista)
    Link DOI Link al documento: 10278/39475
  • P. Kontschieder; S. Rota Bulò; M. Pelillo; H. Bischof Structured Labels in Random Forests for Semantic Labelling and Object Detection in IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, vol. 36, pp. 2104-2116 (ISSN 0162-8828) (Articolo su rivista)
    Link DOI Link al documento: 10278/43203
  • Nourbakhsh, Farshad; Samuel Rota Bulò, ; Pelillo, Marcello A Matrix Factorization Approach to Graph Compression , International Conference on Pattern Recognition, IEEE COMPUTER SOCIETY, Convegno: 22nd International Conference on Pattern Recognition, 28 august (Articolo in Atti di convegno)
    Link DOI Link al documento: 10278/42444
  • Biggio, B.; Rota Bulò, S.; Pillai, I.; Mura, M.; Mequanint, EYASU ZEMENE; Pelillo, Marcello; Roli, F. Poisoning Complete-Linkage Hierarchical Clustering , Structural, Syntactic, and Statistical Pattern Recognition, Springer, pp. 42-52, Convegno: Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition - S+SSPR 2014 (ISBN 9783662444146) (Articolo in Atti di convegno)
    Link DOI Link al documento: 10278/44024
2013
  • Rota Bulò S.; Pelillo M A game-theoretic approach to hypergraph clustering in IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, vol. 35, pp. 1312-1327 (ISSN 0162-8828) (Articolo su rivista)
    Link al documento: 10278/37603
  • Hou J; Pelillo M A simple feature combination method based on dominant sets in PATTERN RECOGNITION, vol. 46, pp. 3129-3139 (ISSN 0031-3203) (Articolo su rivista)
    Link DOI Link al documento: 10278/37772
  • N. Di Mauro; P. Frasconi; F. Angiulli; D. Bacciu; M. de Gemmis; F. Esposito; N. Fanizzi; S. Ferilli; M. Gori; F. A. Lisi; P. Lops; D. Malerba; A. Micheli; M. Pelillo; F. Ricci; F. Riguzzi; L. Saitta; G. Semeraro Italian Machine Learning and Data Mining research: The last years in INTELLIGENZA ARTIFICIALE, vol. 7, pp. 77-89 (ISSN 1724-8035) (Articolo su rivista)
    Link DOI Link al documento: 10278/44016
  • Marcello Pelillo;Samuel Rota Bulò;Andrea Torsello;Andrea Albarelli;Emanuele Rodolà A Game-Theoretic Approach to Pairwise Clustering and Matching , Similarity-Based Pattern Analysis and Recognition, Springer, pp. 179-216 (ISBN 9781447156277; 9781447156284) (ISSN 2191-6586) (Articolo su libro)
    Link DOI Link al documento: 10278/39248
  • M. Pelillo Introduction: The SIMBAD Project , Similarity-Based Pattern Analysis and Recognition, Springer, pp. 1-10 (ISBN 9781447156277) (Articolo su libro)
    Link al documento: 10278/44020
  • Ana L. N. Fred; André Lourenço; Helena Aidos; Samuel Rota Bulò; Nicola Rebagliati; Mário A. T. Figueiredo; Marcello Pelillo Learning Similarities from Examples Under the Evidence Accumulation Clustering Paradigm , Similarity-Based Pattern Analysis and Recognition, Springer, pp. 85-117 (ISBN 9781447156277) (Articolo su libro)
    Link al documento: 10278/44021
  • A. Lourenço; S. Rota Bulò; N. Rebagliati; A. L. N. Fred; M A. T. Figueiredo; M. Pelillo Consensus Clustering Using Partial Evidence Accumulation , Pattern Recognition and Image Analysis, Springer, pp. 69-78, Convegno: 6th Iberian Conference, IbPRIA 2013 (ISBN 9783642386275) (ISSN 0302-9743) (Articolo in Atti di convegno)
    Link DOI Link al documento: 10278/44029
  • A. Lourenço; S. Rota Bulò; A. L. N. Fred; M. Pelillo Consensus Clustering with Robust Evidence Accumulation , Energy Minimization Methods in Computer Vision and Pattern Recognition, Springer, pp. 307-320, Convegno: 9th International Conference, EMMCVPR 2013 (ISBN 9783642403941) (ISSN 0302-9743) (Articolo in Atti di convegno)
    Link DOI Link al documento: 10278/44028
  • A. Lourenço; S. Rota Bulò; C. Carreiras; H. Silva; A. L. N. Fred; M. Pelillo Dominant Set Approach to ECG Biometrics , Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, Springer, pp. 535-542, Convegno: 18th Iberoamerican Congress, CIARP 2013 (ISBN 9783642418211) (Articolo in Atti di convegno)
    Link DOI Link al documento: 10278/44027
  • M. Pelillo; T. Scantamburlo How Mature Is the Field of Machine Learning? , AI*IA 2013: Advances in Artificial Intelligence, Springer, pp. 121-132, Convegno: XIIIth International Conference of the Italian Association for Artificial Intelligence (ISBN 9783319035239) (Articolo in Atti di convegno)
    Link DOI Link al documento: 10278/44023
  • B. Biggio; I. Pillai; S. Rota Bulò; D. Ariu; M. Pelillo; F. Roli Is data clustering in adversarial settings secure? , Proceedings of the 2013 ACM Workshop on Artificial Intelligence and Security, ACM, pp. 87-98, Convegno: 2013 ACM Workshop on Artificial Intelligence and Security (ISBN 9781450324885) (Articolo in Atti di convegno)
    Link al documento: 10278/44015
  • Lourenço A; Rota Bulo' S; Rebagliati N; Figueiredo M; Fred A; Pelillo M Probabilistic Evidence Accumulation for Clustering Ensembles , Proceedings of the 2nd International Conference on Pattern Recognition Applications and Methods (ICPRAM 2013), Convegno: ICPRAM 2013: 2nd International Conference on Pattern Recognition Applications and Methods (Articolo in Atti di convegno)
    Link al documento: 10278/37631
  • S. Vascon; M. Cristani; M. Pelillo; V. Murino Using Dominant Sets for k-NN Prototype Selection , Image Analysis and Processing, Springer, pp. 131-140, Convegno: ICIAP 2013 - 17th International Conference (ISBN 9783642411830) (ISSN 0302-9743) (Articolo in Atti di convegno)
    Link DOI Link al documento: 10278/44030
  • (a cura di) Pelillo M. Similarity-Based Pattern Analysis and Recognition , London, Springer-Verlag (ISBN 9781447156277) (Curatela)
    Link al documento: 10278/31477
  • (a cura di) Hancock E. R; Pelillo M. Similarity-Based Pattern Recognition: SIMBAD 2013 , Springer-Verlag, vol. 7953 (Curatela)
    Link al documento: 10278/37601
2012
  • S. Rota Bulo'; E. R. Hancock; F. Azizb; M. Pelillo Efficient computation of Ihara coefficients using the Bell polynomial recursion in LINEAR ALGEBRA AND ITS APPLICATIONS, vol. 436, pp. 1436-1441 (ISSN 0024-3795) (Articolo su rivista)
    Link al documento: 10278/27885
  • P. Kontschieder; S. Rota Bulò; M. Donoser; M. Pelillo; H. Bischof Evolutionary Hough games for coherent object detection in COMPUTER VISION AND IMAGE UNDERSTANDING, vol. 116, pp. 1149-1158 (ISSN 1077-3142) (Articolo su rivista)
    Link al documento: 10278/37502
  • Erdem A.; Pelillo M. Graph transduction as a noncooperative game in NEURAL COMPUTATION, vol. 24, pp. 700-723 (ISSN 0899-7667) (Articolo su rivista)
    Link al documento: 10278/28043
  • Rebagliati N; Solé-Ribalta A; Pelillo M; Serratosa F Computing the Graph Edit Distance Using Dominant Sets , Proceedings of the 21st International Conference on Pattern Recognition, ICPR 2012, pp. 1080-1083, Convegno: ICPR 2012: The 21st International Conference on Pattern Recognition (Articolo in Atti di convegno)
    Link al documento: 10278/37630
  • P. Kontschieder; S. Rota Bulo'; A. Criminisi; P. Kohli; M. Pelillo; H. Bischof Context-sensitive decision forests for object detection in P. Bartlett, F.C.N. Pereira, C.J.C. Burges, L. Bottou, K.Q. Weinberger, Advances of Neural Information Processing Systems 25 (NIPS), pp. 440-448, Convegno: NIPS - Neural Information Processing Systems (Articolo in Atti di convegno)
    Link al documento: 10278/33885
  • P. Kontschieder; S. Rota Bulò; H. Bischof; M. Pelillo Structured local predictors for image labelling , Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2012), Convegno: CVPR 2012: IEEE Computer Society Conference on Computer Vision and Pattern Recognition (Articolo in Atti di convegno)
    Link DOI Link al documento: 10278/33211
2011
  • ROTA BULO' S.; RABBI M.; PELILLO M. Content-based image retrieval with relevance feedback using random walks in PATTERN RECOGNITION, vol. 44, pp. 2109-2122 (ISSN 0031-3203) (Articolo su rivista)
    Link al documento: 10278/28429
  • Erdem A.; Pelillo M. Graph Transduction as a Non-cooperative Game in LECTURE NOTES IN COMPUTER SCIENCE, vol. 6658, pp. 195-204 (ISSN 0302-9743) (Articolo su rivista)
    Link al documento: 10278/24386
  • ROTA BULO' S; PELILLO M; BOMZE I. M. Graph-based quadratic optimization: A fast evolutionary approach in COMPUTER VISION AND IMAGE UNDERSTANDING, vol. 115, pp. 984-995 (ISSN 1077-3142) (Articolo su rivista)
    Link DOI Link al documento: 10278/24385
  • P. Kontschieder; S. Rota Bulo'; M. Donoser; M. Pelillo; H. Bischof Semantic image labeling as a label puzzle game , Proceedings of the 22nd British Machine Vision Conference (BMVC2011), Convegno: BMVC 2011 -- 22nd British Machine Vision Conference, 2011 (Articolo in Atti di convegno)
    Link al documento: 10278/30310
  • Kontschieder P.; Rota Bulò S.; Bischof H.; Pelillo M. Structured class-labels in random forests for semantic image labeling , Proc. International Conference on Computer Vision (ICCV 2011), Convegno: ICCV 2011 -- IEEE Internation Conference on Computer Vision, 2011 (Articolo in Atti di convegno)
    Link al documento: 10278/27728
  • (a cura di) Pelillo M; Hancock E. R. Similarity-Based Pattern Recognition: SIMBAD 2011 , Springer-Verlag, vol. 7005 (ISBN 364224470X; 9783642244704) (Curatela)
    Link al documento: 10278/37642
2010
  • Rota Bulo' S; Pelillo M A New Spectral Bound on the Clique Number of Graphs in LECTURE NOTES IN COMPUTER SCIENCE, vol. 6218, pp. 680-689 (ISSN 0302-9743) (Articolo su rivista)
    Link DOI Link al documento: 10278/26952
  • Rota Bulo' S.; Bomze I. M.; Pelillo M. Fast Population Game Dynamics for Dominant Sets and Other Quadratic Optimization Problems in LECTURE NOTES IN COMPUTER SCIENCE, vol. 6218, pp. 275-285 (ISSN 0302-9743) (Articolo su rivista)
    Link DOI Link al documento: 10278/26954
  • Rota Bulo' S; Lourenço A; Fred A; Pelillo M Pairwise Probabilistic Clustering Using Evidence Accumulation in LECTURE NOTES IN COMPUTER SCIENCE, vol. 6218, pp. 395-404 (ISSN 0302-9743) (Articolo su rivista)
    Link al documento: 10278/26953
  • Rota Bulo' S; Pelillo M Probabilistic Clustering Using the Baum-Eagon Inequality , Proceedings of the 20th International Conference on Pattern Recognition (ICPR 2010), IEEE, pp. 1429-1432, Convegno: ICPR 2010 -- The 20th International Conference on Pattern Recognition, Agosto 2010 (Articolo in Atti di convegno)
    Link DOI Link al documento: 10278/26955
2009
  • ROTA BULO', Samuel; Torsello, Andrea; Pelillo, Marcello A game-theoretic approach to partial clique enumeration in IMAGE AND VISION COMPUTING, vol. 27, pp. 911-922 (ISSN 0262-8856) (Articolo su rivista)
    Link DOI Link al documento: 10278/22471
  • ROTA BULO' S; PELILLO M. A generalization of the Motzkin-Straus theorem to hypergraphs in OPTIMIZATION LETTERS, vol. 3, pp. 287-295 (ISSN 1862-4472) (Articolo su rivista)
    Link al documento: 10278/18902
  • ROTA BULO' S; PELILLO M. New bounds on the clique number of graphs based on spectral hypergraph theory in LECTURE NOTES IN COMPUTER SCIENCE, vol. 5851/2009, pp. 45-58 (ISSN 0302-9743) (Articolo su rivista)
    Link al documento: 10278/19448
  • Pelillo M Heuristics for maximum clique and independent set , Encyclopedia of Optimization (2nd Edition), Boston, MA, Kluwer Academic Publishers, pp. 1508-1520 (Voce in dizionario/enciclopedia)
    Link al documento: 10278/37605
  • Pelillo M. Replicator dynamics in combinatorial optimization , Encyclopedia of Optimization (2nd Edition), Boston, MA, Kluwer Academic Publishers, pp. 3279-3291 (Voce in dizionario/enciclopedia)
    Link al documento: 10278/37611
  • ROTA BULO' S; PELILLO M. A game-theoretic approach to hypergraph clustering , Proceedings of NIPS 2009 -- Advances in Neural Infomation Processing Systems, Convegno: NIPS 2009 -- Advances in Neural Infomation Processing Systems (Articolo in Atti di convegno)
    Link al documento: 10278/21989
  • Torsello, Andrea; Pelillo, Marcello Hierarchical Pairwise Segmentation using Dominant Sets and Anisotropic Diffusion Kernels in D. CREMERS; Y. BOYKOV; A. BLAKE; F. R. SCHMIDT EDS., Energy Minimization Methods in Computer Vision and Pattern Recognition, BERLIN, Springer-Verlag, vol. 5681, pp. 182-192, Convegno: Energy Minimization Methods in Computer Vision and Pattern Recognition -- EMMCVPR 2009 (ISBN 9783642036408) (ISSN 0302-9743) (Articolo in Atti di convegno)
    Link DOI Link al documento: 10278/22544
  • ALBARELLI A.; ROTA BULO' S.; TORSELLO A.; PELILLO M. Matching as a non-cooperative game , IEEE 12th International Conference on Computer Vision, Los Alamos, CA, IEEE Computer Society, pp. 1319-1326, Convegno: IEEE International Conference on Computer Vision -- ICCV 2009 (ISBN 9781424444205) (Articolo in Atti di convegno)
    Link DOI Link al documento: 10278/26385
  • M. Pelillo What is a Cluster? Perspectives from Graph Theory , Proceedings of the NIPS 2009 Workshop on "Clustering: Science or Art?", Convegno: NIPS 2009 Workshop on "Clustering: Science or Art?" (Articolo in Atti di convegno)
    Link al documento: 10278/31648
2008
  • ROTA BULO' S; PELILLO M. A continuous characterization of maximal cliques in k-uniform hypergraphs in LECTURE NOTES IN COMPUTER SCIENCE, vol. 5313, pp. 220-233 (ISSN 0302-9743) (Articolo su rivista)
    Link DOI Link al documento: 10278/19447
  • ROTA BULO', Samuel; Albarelli, Andrea; Torsello, Andrea; Pelillo, Marcello A hypergraph-based approach to affine parameters estimation , 19th International Conference on Pattern Recognition, IEEE Computer Society, vol. 1, pp. 1-4, Convegno: International Conference on Pattern Recognition -- ICPR 2008 (ISBN 9781424421749) (Articolo in Atti di convegno)
    Link DOI Link al documento: 10278/23586
  • Torsello, Andrea; ROTA BULO', Samuel; Pelillo, Marcello Beyond Partitions: Allowing Overlapping Groups in Pairwise Clustering , 19th International Conference on Pattern Recognition, IEEE Computer Society, pp. 1-4, Convegno: 19th International Conference on Pattern Recognition -- ICPR 2008 (ISBN 9781424421756) (Articolo in Atti di convegno)
    Link DOI Link al documento: 10278/19844
  • ALBARELLI A.; PELILLO M.; VIVIANI S. Consensus Graphs for Symmetry Plane Estimation , Structural, Syntactic, and Statistical Pattern Recognition. IAPR International Workshop on, Berlin, Heidelberg, Springer-Verlag, vol. 5342/2008, pp. 197-206, Convegno: SSPR (ISBN 9783540896883) (Articolo in Atti di convegno)
    Link DOI Link al documento: 10278/31137
  • GUALDI G.; ALBARELLI A.; PRATI A.; TORSELLO A.; PELILLO M.; CUCCHIARA R. Using Dominant Sets for Object Tracking with Freely Moving Camera in Graeme Jones, Tieniu Tan, Steve Maybank and Dimitrios Makris, The Eighth International Workshop on Visual Surveillance - VS2008 (2008), INRIA, Convegno: Visual Surveillance 2008, October 17th 2008 (Articolo in Atti di convegno)
    URL correlato Link al documento: 10278/24328
2007
  • PAVAN M; PELILLO M. Dominant sets and pairwise clustering in IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, vol. 29, pp. 167-172 (ISSN 0162-8828) (Articolo su rivista)
    Link al documento: 10278/28062
  • SPEROTTO A; PELILLO M. Szemeredi's regularity lemma and its applications to pairwise clustering and segmentation in LECTURE NOTES IN COMPUTER SCIENCE, vol. 4679, pp. 13-27 (ISSN 0302-9743) (Articolo su rivista)
    Link al documento: 10278/16840
  • ROTA BULO', Samuel; Torsello, Andrea; Pelillo, Marcello A Continuous-Based Approach for Partial Clique Enumeration , Graph-Based Representations in Pattern Recognition, Springer, vol. 4538, pp. 61-70, Convegno: Graph-Based Representations in Pattern Recognition -- GbR 2007 (ISBN 9783540729020) (ISSN 0302-9743) (Articolo in Atti di convegno)
    Link DOI Link al documento: 10278/18159
  • Torsello, Andrea; DI GESU, M.; Pelillo, Marcello Integrating Boundary Information in Pairwise Segmentation in RITA CUCCHIARA ED., 14th International Conference on Image Analysis and Processing (ICIAP 2007), IEEE Computer society, pp. 23-28, Convegno: International Conference on Image Analysis and Processing -- ICIAP 2007 (ISBN 9780769528779) (Articolo in Atti di convegno)
    Link DOI Link al documento: 10278/18160
  • Torsello, Andrea; Albarelli, Andrea; Pelillo, Marcello Matching Relational Structures using the Edge-Association Graph in RITA CUCCHIARA, 14th International Conference on Image Analysis and Processing, IEEE Computer society, pp. 775-780, Convegno: International Conference on Image Analysis and Processing -- ICIAP 2007 (ISBN 9780769528779) (Articolo in Atti di convegno)
    Link DOI Link al documento: 10278/31228
2006
  • GLANTZ R; PELILLO M. Graph polynomial from principal pivoting in DISCRETE MATHEMATICS, vol. 306, pp. 3252-3266 (ISSN 0012-365X) (Articolo su rivista)
    Link al documento: 10278/16841
  • PELILLO M.; TORSELLO A. Payoff-monotonic game dynamics and the maximum clique problem in NEURAL COMPUTATION, vol. 18, pp. 1215-1258 (ISSN 0899-7667) (Articolo su rivista)
    Link DOI Link al documento: 10278/14352
  • M. BICEGO; V. MURINO; M. PELILLO; TORSELLO A. Similarity-Based Pattern Recognition in PATTERN RECOGNITION, vol. 39, pp. 1813-1814 (ISSN 0031-3203) (Articolo su rivista)
    Link DOI Link al documento: 10278/13159
  • TORSELLO A.; S. ROTA BULO'; M. PELILLO Grouping with Asymmetric Affinities: A Game-Theoretic Perspective in A. FITZGIBBON; C. J. TAYLOR; Y. LECUN EDS., 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), IEEE Computer Society, vol. 1, pp. 292-299, Convegno: IEEE Computer Society Conference on Computer Vision and Pattern Recognition -- CVPR 2006 (ISBN 9780769525976) (Articolo in Atti di convegno)
    Link DOI Link al documento: 10278/17555
2005
  • TORSELLO A.; HIDOVIC-ROWE D.; PELILLO M. Polynomial-time metrics for attributed trees in IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, vol. 27, pp. 1087-1099 (ISSN 0162-8828) (Articolo su rivista)
    Link DOI Link al documento: 10278/28758
  • PAVAN M.; PELILLO M. Efficient out-of-sample extension of dominant-set clusters in SAUL L. K.; WEISS Y.; BOTTOU L. EDS., Advances in Neural Information Processing Systems, CAMBRIDGE,MA, MIT Press, vol. 17, pp. 1057-1064 (Articolo su libro)
    Link al documento: 10278/10102
  • Andrea Torsello;Massimiliano Pavan;Marcello Pelillo Spatio-temporal Segmentation Using Dominant Sets , Proceedings 5th International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition, Springer, vol. 3757, pp. 301-315, Convegno: Energy Minimization Methods in Computer Vision and Pattern Recognition - EMMCVPR (ISBN 9783540302872; 9783540320982) (ISSN 0302-9743) (Articolo in Atti di convegno)
    Link DOI Link al documento: 10278/3641746
2004
  • PAVAN M; PELILLO M. Efficiently segmenting images with dominant sets in LECTURE NOTES IN COMPUTER SCIENCE, vol. 3212, pp. 17-24 (ISSN 0302-9743) (Articolo su rivista)
    Link al documento: 10278/14424
  • FIGUEIREDO M. A. T; HANCOCK E. R; PELILLO M.; ZERUBIA J Guest editors' introdution to the special section on energy minimization methods in computer vision and pattern recognition in IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, vol. 26, pp. 145-146 (ISSN 0162-8828) (Articolo su rivista)
    Link al documento: 10278/14417
  • GLANTZ R.; PELILLO M.; KROPATSCH W. G. Matching segmentation hierarchies in INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, vol. 18, pp. 397-414 (ISSN 0218-0014) (Articolo su rivista)
    Link al documento: 10278/15441
  • HIDOVIC D.; PELILLO M. Metrics for attributed graphs based on the maximal similarity common subgraph in INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, vol. 18, pp. 299-314 (ISSN 0218-0014) (Articolo su rivista)
    Link al documento: 10278/15440
  • LOCATELLI M.; BOMZE I. M.; PELILLO M. The combinatorics of pivoting for the maximum weight clique in OPERATIONS RESEARCH LETTERS, vol. 32, pp. 523-529 (ISSN 0167-6377) (Articolo su rivista)
    Link al documento: 10278/15442
  • Andrea Torsello;Džena Hidović;Marcello Pelillo A Polynomial-Time Metric for Attributed Trees , Proceedings 8th European Conference on Computer Vision - ECCV 2004, Springer, vol. 3024, pp. 414-427, Convegno: European Conference on Computer Vision - ECCV (ISBN 9783540219811; 9783540246732) (ISSN 0302-9743) (Articolo in Atti di convegno)
    Link DOI Link al documento: 10278/3641745
  • Torsello, Andrea; Hidovic, D.; Pelillo, Marcello Four Metrics for Efficiently Comparing Attributed Trees in J. KITTLER; M. PETROU; M. NIXON EDS., Proceedings of the 17th International Conference on Pattern Recognition, IEEE Computer Society, vol. 2, pp. 467-470, Convegno: International Conference on Pattern Recognition -- ICPR 2004 (ISBN 9780769521282) (Articolo in Atti di convegno)
    Link DOI Link al documento: 10278/17556
  • COLLE G; PELILLO M. Relaxation labeling processes for protein secondary structure prediction. , LOS ALAMITOS, CA, IEEE Computer Society Press, vol. 2, pp. 355-358, Convegno: ICPR'04 - 17th International Conference on Pattern Recognition (Articolo in Atti di convegno)
    Link al documento: 10278/8042
  • FIGUEIREDO M. A. T; HANCOCK E. R; PELILLO M.; ZERUBIA J Energy Minimization Methods in Computer Vision and Pattern Recognition (Part II) , vol. 26 (Altro)
    Link al documento: 10278/5988
2003
  • PAVAN M; PELILLO M. Generalizing the Motzkin-Straus theorem to edge-weighted graphs, with applications to image segmentation in LECTURE NOTES IN COMPUTER SCIENCE, vol. 2683, pp. 485-500 (ISSN 0302-9743) (Articolo su rivista)
    Link al documento: 10278/33078
  • GLANTZ R; PELILLO M. Graph polynomials, principal pivoting, and maximum independent sets in LECTURE NOTES IN COMPUTER SCIENCE, vol. 2726, pp. 166-177 (ISSN 0302-9743) (Articolo su rivista)
    Link al documento: 10278/14360
  • FIGUEIREDO M. A. T; HANCOCK E. R; PELILLO M.; ZERUBIA J Guest editors' introdution to the special section on energy minimization methods in computer vision and pattern recognition in IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, vol. 25, pp. 1361-1363 (ISSN 0162-8828) (Articolo su rivista)
    Link al documento: 10278/14416
  • PAVAN M; PELILLO M. Image segmentation by dominant sets in ELECTRONIC NOTES IN DISCRETE MATHEMATICS, vol. 12 (ISSN 1571-0653) (Articolo su rivista)
    Link al documento: 10278/14413
  • MASSARO A.; PELILLO M. Matching graphs by pivoting in PATTERN RECOGNITION LETTERS, vol. 24, pp. 1099-1106 (ISSN 0167-8655) (Articolo su rivista)
    Link al documento: 10278/15445
  • PAVAN M; PELILLO M. Pairwise data clustering using monotone game dynamics in LECTURE NOTES IN ARTIFICIAL INTELLIGENCE, vol. 2829, pp. 201-212 (ISSN 0302-9743) (Articolo su rivista)
    Link al documento: 10278/14361
  • FOSSER P; GLANTZ R; LOCATELLI M; PELILLO M. Swap strategies for graph matching in LECTURE NOTES IN COMPUTER SCIENCE, vol. 2726, pp. 142-153 (ISSN 0302-9743) (Articolo su rivista)
    Link al documento: 10278/14359
  • PELILLO M. Computational complexity and the elusiveness of global optima in ABLAMEYKO S.; GORI M.; GORAS L.; PIURI V. EDS., Limitations and Future Trends in Neural Computation, AMSTERDAM, IOS Press, pp. 71-93 (Articolo su libro)
    Link al documento: 10278/10107
  • PAVAN M; PELILLO M. A new graph-theoretic approach to clustering and segmentation , LOS ALAMITOS, CA, IEEE Computer Society Press, vol. I, pp. 145-152, Convegno: CVPR'03 - IEEE Computer Society Conference on Computer Vision and Pattern Recognition (Articolo in Atti di convegno)
    Link al documento: 10278/8044
  • PELILLO M. Annealed imitation: Fast dynamics for maximum clique , pp. 55-60, Convegno: IJCNN'03 - IEEE International Joint Conference on Neural Networks (Articolo in Atti di convegno)
    Link al documento: 10278/8358
  • PAVAN M; PELILLO M. Dominant sets and hierarchical clustering , LOS ALAMITOS, CA, IEEE Computer Society Press, vol. I, pp. 362-369, Convegno: ICCV'03 - 9th IEEE International Conference on Computer Vision (Articolo in Atti di convegno)
    Link al documento: 10278/8043
  • PAVAN M; PELILLO M. Hierarchical clustering using annealed replicator equations , pp. 171-177, Convegno: ANNPR'01 - 1st IAPR Workshop on Artificial Neural Networks in Pattern Recognition (Articolo in Atti di convegno)
    Link al documento: 10278/8555
  • GLANTZ R; PELILLO M.; KROPATSCH W. G Hierarchical matching of panoramic images , LOS ALAMITOS, CA, IEEE Computer Society Press, pp. 302-307, Convegno: ICIAP'03 - 12th International Conference on Image Analysis and Processing (Articolo in Atti di convegno)
    Link al documento: 10278/8359
  • PRELIC A; PAVAN M; PELILLO M. Matching of modified X-Y trees using monotone game dynamics , pp. 62-66, Convegno: ANNPR'01 - 1st IAPR Workshop on Artificial Neural Networks in Pattern Recognition (Articolo in Atti di convegno)
    Link al documento: 10278/8051
  • PAVAN M; PELILLO M. Unsupervised texture segmentation by dominant sets and game dynamics , LOS ALAMITOS, CA, IEEE Computer Society Press, pp. 302-307, Convegno: ICIAP'03 - 12th International Conference on Image Analysis and Processing (Articolo in Atti di convegno)
    Link al documento: 10278/8045
  • FIGUEIREDO M. A. T; HANCOCK E. R; PELILLO M.; ZERUBIA J Energy Minimization Methods in Computer Vision and Pattern Recognition (Part I) , vol. 25 (Altro)
    Link al documento: 10278/5987
2002
  • MASSARO A.; PELILLO M.; BOMZE I. M. A complementary pivoting approach to the maximum weight clique problem in SIAM JOURNAL ON OPTIMIZATION, vol. 12, pp. 928-948 (ISSN 1052-6234) (Articolo su rivista)
    Link al documento: 10278/15437
  • BOMZE I. M.; BUDINICH M.; PELILLO M.; ROSSI C. Annealed replication: A new heuristic for the maximum clique problem in DISCRETE APPLIED MATHEMATICS, vol. 121, pp. 27-49 (ISSN 0166-218X) (Articolo su rivista)
    Link al documento: 10278/15439
  • PELILLO M. Matching free trees, maximal cliques, and monotone game dynamics in IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, vol. 24, pp. 1535-1541 (ISSN 0162-8828) (Articolo su rivista)
    Link al documento: 10278/15436
  • PELILLO M. Matching free trees with replicator equations in DIETTERICH T. G.; BECKER S.; GHAHRAMANI Z. EDS, Advances in Neural Information Processing Systems, CAMBRIDGE,MA, MIT Press, vol. 14, pp. 865-872 (Articolo su libro)
    Link al documento: 10278/9025
  • GLANTZ R; PELILLO M.; KROPATSCH W. G Matching hierarchies of segmentation , pp. 149-158, Convegno: CVWW'02 - 7th Computer Vision Winter Workshop (Articolo in Atti di convegno)
    Link al documento: 10278/8357
2001
  • MASSARO A; PELILLO M. A complementary pivoting approach to graph matching in LECTURE NOTES IN COMPUTER SCIENCE, vol. 2134, pp. 469-479 (ISSN 0302-9743) (Articolo su rivista)
    Link al documento: 10278/14358
  • PELILLO M. Evolutionary game dynamics in combinatorial optimization: An overview in LECTURE NOTES IN COMPUTER SCIENCE, vol. 2037, pp. 182-192 (ISSN 0302-9743) (Articolo su rivista)
    Link al documento: 10278/14017
  • DICKINSON S; PELILLO M.; ZABIH R Introduction to the special section on graph algorithms in computer vision in IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, vol. 23, pp. 1049-1051 (ISSN 0162-8828) (Articolo su rivista)
    Link al documento: 10278/14415
  • PELILLO M.; SIDDIQI K; ZUCKER S. W Many-to-many matching of attributed trees using association graphs and game dynamics in LECTURE NOTES IN COMPUTER SCIENCE, vol. 2059, pp. 583-593 (ISSN 0302-9743) (Articolo su rivista)
    Link al documento: 10278/14357
  • PELILLO M. Matching free trees, maximal cliques, and monotone game dynamics in LECTURE NOTES IN COMPUTER SCIENCE, vol. 2134, pp. 423-437 (ISSN 0302-9743) (Articolo su rivista)
    Link al documento: 10278/14420
  • MASSARO A; PELILLO M. A pivoting-based heuristic for the maximum clique problem in HADJISAVVAS N.; PARDALOS P. M. EDS, Advances in Convex Analysis and Global Optimization, BOSTON, MA, Kluwer Academic Publishers, pp. 383-394 (Articolo su libro)
    Link al documento: 10278/9026
  • PELILLO M. Heuristics for maximum clique and independent set in FLOUDAS C. A.; PARDALOS P. M. EDS., Encyclopedia of Optimization, BOSTON, MA, Kluwer Academic Publishers, vol. 2, pp. 411-423 (Articolo su libro)
    Link al documento: 10278/10104
  • PELILLO M.; ROSSI C Payoff-monotonic game dynamics for the maximum clique problem in MARINARO M.; TAGLIAFERRI R. EDS, Neural Nets WIRN Vietri-01, LONDON, Springer-Verlag (Articolo su libro)
    Link al documento: 10278/9024
  • PELILLO M. Replicator dynamics in combinatorial optimization in FLOUDAS C. A.; PARDALOS P. M. EDS., Encyclopedia of Optimization, BOSTON, MA, Kluwer Academic Publishers, vol. 5, pp. 23-35 (Articolo su libro)
    Link al documento: 10278/10105
  • MASSARO A; PELILLO M. A linear complementarity approach to graph matching , pp. 160-169, Convegno: GbR'01: 3rd IAPR-TC15 Workshop on Graph-based Representations in Pattern Recognition (Articolo in Atti di convegno)
    Link al documento: 10278/8356
  • PELILLO M. Matching free trees using association graphs , pp. 276-285, Convegno: CVWW'01 - 6th Computer Vision Winter Workshop (Articolo in Atti di convegno)
    Link al documento: 10278/8355
  • DICKINSON S; PELILLO M.; ZABIH R Graph Algorithms and Computer Vision.Special Section della rivista IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE , vol. 23 (Altro)
    Link al documento: 10278/5986
2000
  • BOMZE I. M.; PELILLO M.; STIX V. Approximating the maximum weight clique using replicator dynamics in IEEE TRANSACTIONS ON NEURAL NETWORKS, vol. 11, pp. 1228-1241 (ISSN 1045-9227) (Articolo su rivista)
    Link al documento: 10278/15435
  • Torsello, Andrea; Pelillo, Marcello Continuous-time relaxation labeling processes in PATTERN RECOGNITION, vol. 33, pp. 1897-1908 (ISSN 0031-3203) (Articolo su rivista)
    Link DOI Link al documento: 10278/15438
  • HANCOCK E. R; PELILLO M. Editorial: Special issue on Energy Minimization Methods in Computer Vision and Pattern Recognition in PATTERN RECOGNITION, vol. 33, pp. 533-533 (ISSN 0031-3203) (Articolo su rivista)
    Link al documento: 10278/14414
  • BOMZE I. M; BUDINICH M; PELILLO M.; ROSSI C A new "annealed" heuristic for the maximum clique problem in PARDALOS P. M. EDS, Approximation and Complexity in Numerical Optimization: Continuous and Discrete Problems, BOSTON, MA, Kluwer Academic Publishers, pp. 78-95 (Articolo su libro)
    Link al documento: 10278/10160
  • PELILLO M.; SIDDIQI K; ZUCKER S. W Continuous-based heuristics for graph and tree isomoprhisms, with applications to computer vision in PARDALOS P. M. EDS, Approximation and Complexity in Numerical Optimization: Continuous and Discrete Problems, BOSTON, MA, Kluwer Academic Publishers, pp. 422-445 (Articolo su libro)
    Link al documento: 10278/10159
  • JAGOTA A; PELILLO M.; RANGARAJAN A A new deterministic annealing algorithm for maximum clique , LOS ALAMITOS, CA, IEEE Computer Society Press, vol. IV, pp. 505-508, Convegno: IJCNN'2000 - International Joint Conference on Neural Networks (Articolo in Atti di convegno)
    Link al documento: 10278/8353
  • BARTOLI M; PELILLO M.; SIDDIQI K; ZUCKER S. W Attributed tree homomorphism using association graphs , LOS ALAMITOS, CA, IEEE Computer Society Press, vol. 2, pp. 133-136, Convegno: ICPR'2000 - 15th International Conference on Pattern Recognition, Barcelona, Spain (Articolo in Atti di convegno)
    Link al documento: 10278/8354
  • HANCOCK E. R; PELILLO M. Energy Minimization Methods in Computer Vision and Pattern Recognition , vol. 33 (Altro)
    Link al documento: 10278/5985
1999
  • PELILLO M.; SIDDIQI K.; ZUCKER S. W. Matching hierarchical structures using association graphs in IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, vol. 21, pp. 1105-1120 (ISSN 0162-8828) (Articolo su rivista)
    Link al documento: 10278/15431
  • PELILLO M. Replicator equations, maximal cliques, and graph isomorphism in NEURAL COMPUTATION, vol. 11, pp. 1933-1955 (ISSN 0899-7667) (Articolo su rivista)
    Link al documento: 10278/15430
  • PELILLO M. Replicator equations, maximal cliques, and graph isomorphism in KEARNS M. S.; SOLLA S.; COHN D. A. EDS, Advances in Neural Information Processing Systems 11, CAMBRIDGE,MA, MIT Press, pp. 550-556 (Articolo su libro)
    Link al documento: 10278/10158
  • BOMZE; I. M.; BUDINICH M.; PARDALOS P. M.; PELILLO M. The maximum clique problem in DU D.-Z.; PARDALOS P. M. EDS., Handbook of Combinatorial Optimization, BOSTON, MA, Kluwer Academic Publishers, vol. Supplement Volume A, pp. 1-74 (Articolo su libro)
    Link al documento: 10278/10103
  • PELILLO M.; SIDDIQI K; ZUCKER S. W Attributed tree matching and maximum weight cliques , LOS ALAMITOS, CA, IEEE Computer Society Press, pp. 1154-1159, Convegno: ICIAP'99 - 10th International Conference on Image Analysis and Processing (Articolo in Atti di convegno)
    Link al documento: 10278/8352
  • TORSELLO A; PELILLO M. Continuous-time relaxation labeling processes , 2nd International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition, Springer, vol. 1654, pp. 253-268, Convegno: Energy Minimization Methods in Computer Vision and Pattern Recognition -- EMMCVPR'99 (ISBN 3540662944) (ISSN 0302-9743) (Articolo in Atti di convegno)
    Link DOI Link al documento: 10278/14419
  • SCHIAVO R. A; PELILLO M. Selecting neural network models for economic time series prediction , Convegno: SCO'99 - Modelli Complessi e Metodi Computazionali Intensivi per la Stima e la Previsione (Articolo in Atti di convegno)
    Link al documento: 10278/8561
  • HANCOCK E. R; PELILLO M.; EDS Energy Minimization Methods in Computer Vision and Pattern Recognition (Altro)
    Link al documento: 10278/5989
1998
  • HANCOCK E. R.; PELILLO M. A Bayesian interpretation for the exponential correlation associative memory in PATTERN RECOGNITION LETTERS, vol. 19, pp. 149-159 (ISSN 0167-8655) (Articolo su rivista)
    Link al documento: 10278/15444
  • PELILLO M.; SIDDIQI K; ZUCKER S. W Matching hierarchical structures using association graphs in LECTURE NOTES IN COMPUTER SCIENCE, vol. 1407, pp. 3-16 (ISSN 0302-9743) (Articolo su rivista)
    Link al documento: 10278/14418
  • PELILLO M. A unifying framework for relational structure matching , LOS ALAMITOS, CA, IEEE Computer Society Press, pp. 1316-1319, Convegno: ICPR'98 - 14th International Conference on Pattern Recognition (Articolo in Atti di convegno)
    Link al documento: 10278/8351
1997
  • CASTELLANO G.; FANELLI A. M.; PELILLO M. An iterative pruning algorithm for feedforward neural networks in IEEE TRANSACTIONS ON NEURAL NETWORKS, vol. 8, pp. 519-531 (ISSN 1045-9227) (Articolo su rivista)
    Link al documento: 10278/15432
  • PELILLO M.; FANELLI A. M. Autoassociative learning in relaxation labeling networks in PATTERN RECOGNITION LETTERS, vol. 18, pp. 3-12 (ISSN 0167-8655) (Articolo su rivista)
    Link al documento: 10278/15477
  • PELILLO M. The dynamics of nonlinear relaxation labeling processes in JOURNAL OF MATHEMATICAL IMAGING AND VISION, vol. 7, pp. 309-323 (ISSN 0924-9907) (Articolo su rivista)
    Link al documento: 10278/15434
  • HANCOCK E. R; PELILLO M. A Bayesian framework for associative memories in MARINARO M.; TAGLIAFERRI R. EDS, Neural Nets WIRN Vietri-96, LONDON, Springer-Verlag, pp. 125-131 (Articolo su libro)
    Link al documento: 10278/10157
  • BOMZE I. M; PELILLO M.; GIACOMINI R Evolutionary approach to the maximum clique: Empirical evidence on a larger scale in BOMZE I.M.; CSENDES T.; HORST R.; PARDALOS P. M. EDS, Developments in Global Optimization, DORDRECHT, Kluwer Academic Publishers, pp. 95-108 (Articolo su libro)
    Link al documento: 10278/10156
  • PELILLO M.; HANCOCK E. R; EDS Energy Minimization Methods in Computer Vision and Pattern Recognition (Altro)
    Link al documento: 10278/5990
1996
  • PELILLO M. A relaxation algorithm for estimating the domain of validity of feedforward neural networks in NEURAL PROCESSING LETTERS, vol. 3, pp. 113-121 (ISSN 1370-4621) (Articolo su rivista)
    Link al documento: 10278/14351
  • PELILLO M. Clique finding relaxation labeling networks in LECTURE NOTES IN COMPUTER SCIENCE, vol. 1035, pp. 343-352 (ISSN 0302-9743) (Articolo su rivista)
    Link al documento: 10278/14355
  • PELILLO M.; BOMZE I. M Parallelizable evolutionary dynamics principles for solving the maximum clique problem in LECTURE NOTES IN COMPUTER SCIENCE, vol. 1141, pp. 676-685 (ISSN 0302-9743) (Articolo su rivista)
    Link al documento: 10278/14356
  • PELILLO M.; HANCOCK E. R An analysis of the exponential correlation associative memory , LOS ALAMITOS, CA, IEEE Computer Society Press, vol. IV, pp. 291-295, Convegno: ICPR'96 - 13th International Conference on Pattern Recognition (Articolo in Atti di convegno)
    Link al documento: 10278/8349
  • PELILLO M.; FANELLI A. M Autoassociative learning in relaxation labeling networks , LOS ALAMITOS, CA, IEEE Computer Society Press, vol. IV, pp. 105-110, Convegno: ICPR'96 - 13th International Conference on Pattern Recognition (Articolo in Atti di convegno)
    Link al documento: 10278/8350
1995
  • PELILLO M.; ABBATTISTA F.; MAFFIONE A. An evolutionary approach to training relaxation labeling processes in PATTERN RECOGNITION LETTERS, vol. 16, pp. 1069-1078 (ISSN 0167-8655) (Articolo su rivista)
    Link al documento: 10278/15443
  • PELILLO M.; JAGOTA A. Feasible and infeasible maxima in a quadratic program for maximum clique in JOURNAL OF ARTIFICIAL NEURAL NETWORKS, vol. 2, pp. 411-420 (ISSN 1073-5828) (Articolo su rivista)
    Link al documento: 10278/15479
  • CASTELLANO G; FANELLI A. M; PELILLO M. Iterative pruning in second-order recurrent neural networks in NEURAL PROCESSING LETTERS, vol. 2, pp. 5-8 (ISSN 1370-4621) (Articolo su rivista)
    Link al documento: 10278/14411
  • PELILLO M. Relaxation labeling networks for the maximum clique problem in JOURNAL OF ARTIFICIAL NEURAL NETWORKS, vol. 2, pp. 313-328 (ISSN 1073-5828) (Articolo su rivista)
    Link al documento: 10278/15478
  • PELILLO M.; ABBATTISTA F; MAFFIONE A Teaching relaxation labeling processes using genetic algorithms in PEARSON D. W.; STEELE N. C.; ALBRECHT R. F. EDS., Artificial Neural Networks and Genetic Algorithms, WIEN, Springer-Verlag, pp. 57-60 (Articolo su libro)
    Link al documento: 10278/10155
  • PELILLO M. A relaxation algorithm for estimating the domain of validity of feedforward neural networks , vol. 2, pp. 443-448, Convegno: ICANN'95 - International Conference on Artificial Neural Networks (Articolo in Atti di convegno)
    Link al documento: 10278/8348
  • PELILLO M.; FANELLI A. M An asymmetric associative memory model based on relaxation labeling processes , pp. 223-228, Convegno: ESANN'95 - 3rd European Symposium on Artificial Neural Networks (Articolo in Atti di convegno)
    Link al documento: 10278/8308
  • PELILLO M. Relaxation labeling networks that solve the maximum clique problem , pp. 166-170, Convegno: ANN'95 - 4th IEE International Conference on Artificial Neural Networks (Articolo in Atti di convegno)
    Link al documento: 10278/8309
1994
  • PELILLO M.; REFICE M. Learning compatibility coefficients for relaxation labeling processes in IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, vol. 16, pp. 933-945 (ISSN 0162-8828) (Articolo su rivista)
    Link al documento: 10278/15433
  • ABBATTISTA F; FANELLI A. M; PELILLO M. An evolutionary approach to vector quantizer design in IMPEDOVO S. ED., Progress in Image Analysis and Processing, SINGAPORE, World Scientific, vol. III, pp. 254-257 (Articolo su libro)
    Link al documento: 10278/10154
  • PELILLO M.; ABBATTISTA F; ABBATTISTA N Globally optimal learning for relaxation labeling by simulated annealing in IMPEDOVO S. ED., Progress in Image Analysis and Processing III, SINGAPORE, World Scientific, vol. III, pp. 241-247 (Articolo su libro)
    Link al documento: 10278/10108
  • CASTELLANO G; FANELLI A. M; PELILLO M. Learning minimal feedforward neural networks: A least-squares approach , pp. 46-49, Convegno: IV Convegno dell'AI*IA: Gruppo di Lavoro su Apprendimento Automatico (Articolo in Atti di convegno)
    Link al documento: 10278/8560
  • PELILLO M. Nonlinear relaxation labeling as growth transformation , LOS ALAMITOS, CA, IEEE Computer Society Press, pp. 201-206, Convegno: ICPR'94 - 12th International Conference on Pattern Recognition (Articolo in Atti di convegno)
    Link al documento: 10278/8307
  • PELILLO M. On the dynamics of relaxation labeling processes , pp. 1006-1011, Convegno: ICNN'94 - IEEE International Conference on Neural Networks (Articolo in Atti di convegno)
    Link al documento: 10278/8306
  • CASTELLANO G; FANELLI A. M; PELILLO M. Pruning in recurrent neural networks , BERLIN, Springer-Verlag, pp. 451-454, Convegno: ICANN'94 - International Conference on Artificial Neural Networks (Articolo in Atti di convegno)
    Link al documento: 10278/8305
  • PELILLO M.; MAFFIONE A Using simulated annealing to train relaxation labeling processes , BERLIN, Springer-Verlag, pp. 250-253, Convegno: ICANN'94 - International Conference on Artificial Neural Networks (Articolo in Atti di convegno)
    Link al documento: 10278/8304
1993
  • FANELLI A. M; PELILLO M. A method of pruning layered feed-forward neural networks in LECTURE NOTES IN COMPUTER SCIENCE, vol. 686, pp. 278-283 (ISSN 0302-9743) (Articolo su rivista)
    Link al documento: 10278/14353
  • PELILLO M.; ABBATTISTA F; MAFFIONE A Evolutionary learning for relaxation labeling processes in LECTURE NOTES IN ARTIFICIAL INTELLIGENCE, vol. 728, pp. 230-241 (ISSN 0302-9743) (Articolo su rivista)
    Link al documento: 10278/14354
  • CASTELLANO G; FANELLI A. M; PELILLO M. An empirical comparison of node pruning methods for layered feed-forward neural networks , pp. 321-326, Convegno: IJCNN'93 - 1993 International Joint Conference on Neural Networks (Articolo in Atti di convegno)
    Link al documento: 10278/8303
  • PELILLO M. Relaxation labeling processes for the traveling salesman problem , pp. 2429-2432, Convegno: IJCNN'93 - 1993 International Joint Conference on Neural Networks (Articolo in Atti di convegno)
    Link al documento: 10278/8302
  • PELILLO M.; ABBATTISTA F; MAFFIONE A Stochastic learning for relaxation labeling , pp. 56-71, Convegno: Quarto Workshop del Gruppo AI*IA di Interesse Speciale su Apprendimento Automatico (Articolo in Atti di convegno)
    Link al documento: 10278/8559
1992
  • PELILLO M.; REFICE M An optimization algorithm for determining the compatibility coefficients of relaxation labeling processes , LOS ALAMITOS, CA, IEEE Computer Society Press, pp. 145-148, Convegno: ICPR'92 - 11th International Conference on Pattern Recognition (Articolo in Atti di convegno)
    Link al documento: 10278/8082
  • PELILLO M.; REFICE M Learning compatibility coefficients for word-class disambiguation relaxation processes , ICSLP'92 - 1992 International Conference on Spoken Language Processing, pp. 389-392 (Articolo in Atti di convegno)
    Link al documento: 10278/8083
  • PELILLO M. Learning the compatibility coefficients of relaxation labeling processes , pp. 193-205, Convegno: Terzo Workshop del Gruppo AI*IA di Interesse Speciale su Apprendimento Automatico (Articolo in Atti di convegno)
    Link al documento: 10278/8558
  • PELILLO M.; MORO F; REFICE M Probabilistic prediction of parts-of-speech from word-spelling using decision trees , pp. 1343-1346, Convegno: ICSLP'92 - 1992 International Conference on Spoken Language Processing (Articolo in Atti di convegno)
    Link al documento: 10278/8084
1991
  • MASONI D; PELILLO M. Disambiguazione automatica di parole composte mediante alberi di decisione , pp. 425-432, Convegno: Congresso Annuale AICA (Articolo in Atti di convegno)
    Link al documento: 10278/8557
  • PELILLO M.; REFICE M Syntactic category disambiguation through relaxation processes , pp. 757-760, Convegno: EuroSpeech'91 - 2nd European Conference on Speech Communication and Technologies (Articolo in Atti di convegno)
    Link al documento: 10278/8047
1990
  • PELILLO M.; SCARCI S Handling dictation ambiguities in the production of text from large-vocabulary speech recognition , pp. 380-384, Convegno: VERBA'90 - International Conference on Speech Technologies (Articolo in Atti di convegno)
    Link al documento: 10278/8046
  • PELILLO M.; SCARCI S Trascrizione automatica dei numeri in una macchina per dettare , pp. 271-278, Convegno: Congresso Annuale AICA (Articolo in Atti di convegno)
    Link al documento: 10278/8556