Marcello Pelillo

301 papers A* 8A 7B 23C 3Misc 11Journal 144Unranked 85
YearRankTypeTitle / Venue / Authors
2026 J jnl
Experimental evaluation of Szemerédi's regularity lemma in graph-based clustering.
Pattern Recognit.
Jian Hou, Juntao Ge, Huaqiang Yuan, Marcello Pelillo
2026 J jnl
Hybrid Method for Bounded Cost Check-in Deployments: Theory and Practice.
IEEE Trans. Syst. Man Cybern. Syst.
Yiguang Bai, Cheng Dong, Sanyang Liu, Qian Li, Jing Yuan, Marcello Pelillo
2026 J jnl
Multi-view graph pooling via dominant sets for graph classification.
Pattern Recognit.
Waqar Ali, Sebastiano Vascon, Thilo Stadelmann, Marcello Pelillo
2026 J jnl
Solving Jigsaw Puzzles in the Wild: Human-Guided Reconstruction of Cultural Heritage Fragments.
CoRR
Omidreza Safaei, Sinem Aslan, Sebastiano Vascon, Luca Palmieri, Marina Khoroshiltseva, Marcello Pelillo
2026 J jnl
Spatially continuous dual optimization on compactness function for image segmentation.
Pattern Recognit.
Lu Tan, Shiping Ma, Jinhua Xu, Jiangfeng Pan, Jing Yuan, Hoel Kervadec, Marcello Pelillo
2025 J jnl
Automatizing 3D reconstruction pipelines for speeding-up cultural heritage digitization.
Multim. Tools Appl.
Gianluca Bison, Luca Palmieri, Sinem Aslan, Sebastiano Vascon, Marcello Pelillo
2025 J jnl
Backdoor learning curves: explaining backdoor poisoning beyond influence functions.
Int. J. Mach. Learn. Cybern.
Antonio Emanuele Cinà, Kathrin Grosse, Sebastiano Vascon, Ambra Demontis, Battista Biggio, Fabio Roli, Marcello Pelillo
2025 J jnl
Energy-latency attacks via sponge poisoning.
Inf. Sci.
Antonio Emanuele Cinà, Ambra Demontis, Battista Biggio, Fabio Roli, Marcello Pelillo
2025 — conf
Entropy-Guided Graph Clustering via Rényi Optimization.
GbRPR
Ahmed Begga, Guglielmo Beretta, Sebastiano Vascon, Francisco Escolano, Miguel Angel Lozano, Marcello Pelillo
2025 J jnl
On generalized KKT points for the Motzkin-Straus program.
J. Glob. Optim.
Guglielmo Beretta, Alessandro Torcinovich, Marcello Pelillo
2025 J jnl
Onto-Epistemological Analysis of AI Explanations.
CoRR
Martina Mattioli, Eike Petersen, Aasa Feragen, Marcello Pelillo, Siavash Arjomand Bigdeli
2025 — conf
Solving Jigsaw Puzzles in the Wild: Human-Guided Reconstruction of Cultural Heritage Fragments.
MLSP
Omidreza Safaei, Sinem Aslan, Sebastiano Vascon, Luca Palmieri, Marina Khoroshiltseva, Marcello Pelillo
2025 J jnl
Vector Flows That Compute the Capacity of Discrete Memoryless Channels.
Entropy
Guglielmo Beretta, Marcello Pelillo
2025 A* conf
σ-zero: Gradient-based Optimization of ℓ0-norm Adversarial Examples.
ICLR
Antonio Emanuele Cinà, Francesco Villani, Maura Pintor, Lea Schönherr, Battista Biggio, Marcello Pelillo
2024 J jnl
Boosting CNN-based Handwriting Recognition Systems with Learnable Relaxation Labeling.
CoRR
Sara Ferro, Alessandro Torcinovich, Arianna Traviglia, Marcello Pelillo
2024 — conf
Community-Hop: Enhancing Node Classification Through Community Preference.
S+SSPR
Ahmed Begga, Waqar Ali, Gabriel Niculescu, Francisco Escolano, Thilo Stadelmann, Marcello Pelillo
2024 A conf
Computing the Capacity of Discrete Channels Using Vector Flows.
DIS
Guglielmo Beretta, Giacomo Chiarot, Antonio Emanuele Cinà, Marcello Pelillo
2024 — conf
Enhancing Graph-Based Clustering with the Regularity Lemma.
ICPR (1)
Jian Hou, Juntao Ge, Huaqiang Yuan, Marcello Pelillo
2024 J jnl
Flexible density peak clustering for real-world data.
Pattern Recognit.
Jian Hou, Houshen Lin, Huaqiang Yuan, Marcello Pelillo
2024 J jnl
Hierarchical Glocal Attention Pooling for Graph Classification.
Pattern Recognit. Lett.
Waqar Ali, Sebastiano Vascon, Thilo Stadelmann, Marcello Pelillo
2024 J jnl
Machine Learning Security Against Data Poisoning: Are We There Yet?
Computer
Antonio Emanuele Cinà, Kathrin Grosse, Ambra Demontis, Battista Biggio, Fabio Roli, Marcello Pelillo
2024 — conf
Nash Meets Wertheimer: Using Good Continuation in Jigsaw Puzzles.
ACCV (6)
Marina Khoroshiltseva, Luca Palmieri, Sinem Aslan, Sebastiano Vascon, Marcello Pelillo
2024 J jnl
Nash Meets Wertheimer: Using Good Continuation in Jigsaw Puzzles.
CoRR
Marina Khoroshiltseva, Luca Palmieri, Sinem Aslan, Sebastiano Vascon, Marcello Pelillo
2024 A conf
On Generalized KKT Points of the Motzkin-Straus Program.
DIS
Guglielmo Beretta, Alessandro Torcinovich, Marcello Pelillo
2024 A* conf
Re-assembling the past: The RePAIR dataset and benchmark for real world 2D and 3D puzzle solving.
NeurIPS
Theodore Tsesmelis, Luca Palmieri, Marina Khoroshiltseva, Adeela Islam, Gur Elkin, Ofir Itzhak Shahar, Gianluca Scarpellini, Stefano Fiorini, Yaniv Ohayon, Nadav Alali, Sinem Aslan, Pietro Morerio, Sebastiano Vascon, Elena Gravina, Maria Cristina Napolitano, Giuseppe Scarpati, Gabriel Zuchtriegel, Alexandra Spühler, Michel E. Fuchs, Stuart James, Ohad Ben-Shahar, Marcello Pelillo, Alessio Del Bue
2024 J jnl
Re-assembling the past: The RePAIR dataset and benchmark for real world 2D and 3D puzzle solving.
CoRR
Theodore Tsesmelis, Luca Palmieri, Marina Khoroshiltseva, Adeela Islam, Gur Elkin, Ofir Itzhak Shahar, Gianluca Scarpellini, Stefano Fiorini, Yaniv Ohayon, Nadav Alali, Sinem Aslan, Pietro Morerio, Sebastiano Vascon, Elena Gravina, Maria Cristina Napolitano, Giuseppe Scarpati, Gabriel Zuchtriegel, Alexandra Spühler, Michel E. Fuchs, Stuart James, Ohad Ben-Shahar, Marcello Pelillo, Alessio Del Bue
2024 — conf
Reassembling Broken Objects Using Breaking Curves.
ICPR (18)
Ali Alagrami, Luca Palmieri, Sinem Aslan, Marcello Pelillo, Sebastiano Vascon
2024 — conf
Understanding XAI Through the Philosopher's Lens: A Historical Perspective.
DAO-XAI@ECAI
Martina Mattioli, Antonio Emanuele Cinà, Marcello Pelillo
2024 A conf
Understanding XAI Through the Philosopher's Lens: A Historical Perspective.
ECAI
Martina Mattioli, Antonio Emanuele Cinà, Marcello Pelillo
2024 J jnl
Understanding XAI Through the Philosopher's Lens: A Historical Perspective.
CoRR
Martina Mattioli, Antonio Emanuele Cinà, Marcello Pelillo
2024 J jnl
σ-zero: Gradient-based Optimization of 𝓁
CoRR
Antonio Emanuele Cinà, Francesco Villani, Maura Pintor, Lea Schönherr, Battista Biggio, Marcello Pelillo
2023 C conf
Exploiting Context in Handwriting Recognition Using Trainable Relaxation Labeling.
ICPRAM
Sara Ferro, Alessandro Torcinovich, Arianna Traviglia, Marcello Pelillo
2023 J jnl
Game-theoretic hypergraph matching with density enhancement.
Pattern Recognit.
Jian Hou, Huaqiang Yuan, Marcello Pelillo
2023 J jnl
Locality-aware subgraphs for inductive link prediction in knowledge graphs.
Pattern Recognit. Lett.
Hebatallah A. Mohamed, Diego Pilutti, Stuart James, Alessio Del Bue, Marcello Pelillo, Sebastiano Vascon
2023 — conf
Minimizing Energy Consumption of Deep Learning Models by Energy-Aware Training.
ICIAP (2)
Dario Lazzaro, Antonio Emanuele Cinà, Maura Pintor, Ambra Demontis, Battista Biggio, Fabio Roli, Marcello Pelillo
2023 J jnl
Minimizing Energy Consumption of Deep Learning Models by Energy-Aware Training.
CoRR
Dario Lazzaro, Antonio Emanuele Cinà, Maura Pintor, Ambra Demontis, Battista Biggio, Fabio Roli, Marcello Pelillo
2023 — conf
Multi-Phase Relaxation Labeling for Square Jigsaw Puzzle Solving.
VISIGRAPP (4: VISAPP)
Ben Vardi, Alessandro Torcinovich, Marina Khoroshiltseva, Marcello Pelillo, Ohad Ben-Shahar
2023 J jnl
Multi-Phase Relaxation Labeling for Square Jigsaw Puzzle Solving.
CoRR
Ben Vardi, Alessandro Torcinovich, Marina Khoroshiltseva, Marcello Pelillo, Ohad Ben-Shahar
2023 Misc conf
Quasi-CliquePool: Hierarchical Graph Pooling for Graph Classification.
SAC
Waqar Ali, Sebastiano Vascon, Thilo Stadelmann, Marcello Pelillo
2023 J jnl
Reassembling Broken Objects using Breaking Curves.
CoRR
Ali Alagrami, Luca Palmieri, Sinem Aslan, Marcello Pelillo, Sebastiano Vascon
2023 — conf
Semantic Motif Segmentation of Archaeological Fresco Fragments.
ICCV (Workshops)
Aref Enayati, Luca Palmieri, Sebastiano Vascon, Marcello Pelillo, Sinem Aslan
2023 J jnl
The Group Loss++: A Deeper Look Into Group Loss for Deep Metric Learning.
IEEE Trans. Pattern Anal. Mach. Intell.
Ismail Elezi, Jenny Seidenschwarz, Laurin Wagner, Sebastiano Vascon, Alessandro Torcinovich, Marcello Pelillo, Laura Leal-Taixé
2023 — conf
The Specchieri MarVen Dataset: an Abbreviation-Rich Dataset in Venetian Idiom.
ICIAP (2)
Sara Ferro, Debora Pasquariello, Marcello Pelillo, Arianna Traviglia
2023 J jnl
Towards Parameter-Free Clustering for Real-World Data.
Pattern Recognit.
Jian Hou, Huaqiang Yuan, Marcello Pelillo
2023 J jnl
Vector Flows and the Capacity of a Discrete Memoryless Channel.
CoRR
Guglielmo Beretta, Giacomo Chiarot, Antonio Emanuele Cinà, Marcello Pelillo
2023 J jnl
Wild Patterns Reloaded: A Survey of Machine Learning Security against Training Data Poisoning.
ACM Comput. Surv.
Antonio Emanuele Cinà, Kathrin Grosse, Ambra Demontis, Sebastiano Vascon, Werner Zellinger, Bernhard Alois Moser, Alina Oprea, Battista Biggio, Marcello Pelillo, Fabio Roli
2022 J jnl
A black-box adversarial attack for poisoning clustering.
Pattern Recognit.
Antonio Emanuele Cinà, Alessandro Torcinovich, Marcello Pelillo
2022 J jnl
Asymmetric Siamese Networks for Semantic Change Detection in Aerial Images.
IEEE Trans. Geosci. Remote. Sens.
Kunping Yang, Gui-Song Xia, Zicheng Liu, Bo Du, Wen Yang, Marcello Pelillo, Liangpei Zhang
2022 J jnl
Editorial: 2021 editors' pick: Computer science.
Frontiers Comput. Sci.
Paul Lukowicz, Anton Nijholt, Kaleem Siddiqi, Marcello Pelillo, Kristof Van Laerhoven, Luca Viganò, Nicola Zannone
2022 J jnl
Energy-Latency Attacks via Sponge Poisoning.
CoRR
Antonio Emanuele Cinà, Ambra Demontis, Battista Biggio, Fabio Roli, Marcello Pelillo
2022 — conf
Geolocation of Cultural Heritage Using Multi-view Knowledge Graph Embedding.
ICPR Workshops (3)
Hebatallah A. Mohamed Hassan, Sebastiano Vascon, Feliks Hibraj, Stuart James, Diego Pilutti, Alessio Del Bue, Marcello Pelillo
2022 J jnl
Geolocation of Cultural Heritage using Multi-View Knowledge Graph Embedding.
CoRR
Hebatallah A. Mohamed, Sebastiano Vascon, Feliks Hibraj, Stuart James, Diego Pilutti, Alessio Del Bue, Marcello Pelillo
2022 J jnl
Hashing-based affinity matrix for dominant set clustering.
Neurocomputing
Qihua Li, Xing Tian, Wing W. Y. Ng, Marcello Pelillo
2022 J jnl
Hypergraph matching via game-theoretic hypergraph clustering.
Pattern Recognit.
Jian Hou, Marcello Pelillo, Huaqiang Yuan
2022 J jnl
Machine Learning Security against Data Poisoning: Are We There Yet?
CoRR
Antonio Emanuele Cinà, Kathrin Grosse, Ambra Demontis, Battista Biggio, Fabio Roli, Marcello Pelillo
2022 J jnl
Object Detection in Aerial Images: A Large-Scale Benchmark and Challenges.
IEEE Trans. Pattern Anal. Mach. Intell.
Jian Ding, Nan Xue, Gui-Song Xia, Xiang Bai, Wen Yang, Michael Ying Yang, Serge J. Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang
2022 — conf
Relaxation Labeling Meets GANs: Solving Jigsaw Puzzles with Missing Borders.
ICIAP (3)
Marina Khoroshiltseva, Arianna Traviglia, Marcello Pelillo, Sebastiano Vascon
2022 J jnl
Relaxation Labeling Meets GANs: Solving Jigsaw Puzzles with Missing Borders.
CoRR
Marina Khoroshiltseva, Arianna Traviglia, Marcello Pelillo, Sebastiano Vascon
2022 J jnl
The Group Loss++: A deeper look into group loss for deep metric learning.
CoRR
Ismail Elezi, Jenny Seidenschwarz, Laurin Wagner, Sebastiano Vascon, Alessandro Torcinovich, Marcello Pelillo, Laura Leal-Taixé
2022 J jnl
Wild Patterns Reloaded: A Survey of Machine Learning Security against Training Data Poisoning.
CoRR
Antonio Emanuele Cinà, Kathrin Grosse, Ambra Demontis, Sebastiano Vascon, Werner Zellinger, Bernhard Alois Moser, Alina Oprea, Battista Biggio, Marcello Pelillo, Fabio Roli
2021 Misc ed.
Analysis of Images, Social Networks and Texts - 9th International Conference, AIST 2020, Skolkovo, Moscow, Russia, October 15-16, 2020, Revised Selected Papers
AIST
Wil M. P. van der Aalst, Vladimir Batagelj, Dmitry I. Ignatov, Michael Yu. Khachay, Olessia Koltsova, Andrey Kutuzov, Sergei O. Kuznetsov, Irina A. Lomazova, Natalia V. Loukachevitch, Amedeo Napoli, Alexander Panchenko, Panos M. Pardalos, Marcello Pelillo, Andrey V. Savchenko, Elena Tutubalina
2021 J jnl
Backdoor Learning Curves: Explaining Backdoor Poisoning Beyond Influence Functions.
CoRR
Antonio Emanuele Cinà, Kathrin Grosse, Sebastiano Vascon, Ambra Demontis, Battista Biggio, Fabio Roli, Marcello Pelillo
2021 J jnl
Can machines learn to see without visual databases?
CoRR
Alessandro Betti, Marco Gori, Stefano Melacci, Marcello Pelillo, Fabio Roli
2021 J jnl
HELP: An LSTM-based approach to hyperparameter exploration in neural network learning.
Neurocomputing
Wendi Li, Wing W. Y. Ng, Ting Wang, Marcello Pelillo, Sam Kwong
2021 J jnl
Ice Core Science Meets Computer Vision: Challenges and Perspectives.
CoRR
Pascal Bohleber, Marco Roman, Carlo Barbante, Sebastiano Vascon, Kaleem Siddiqi, Marcello Pelillo
2021 J jnl
Ice Core Science Meets Computer Vision: Challenges and Perspectives.
Frontiers Comput. Sci.
Pascal Bohleber, Marco Roman, Carlo Barbante, Sebastiano Vascon, Kaleem Siddiqi, Marcello Pelillo
2021 — conf
Jigsaw Puzzle Solving as a Consistent Labeling Problem.
CAIP (2)
Marina Khoroshiltseva, Ben Vardi, Alessandro Torcinovich, Arianna Traviglia, Ohad Ben-Shahar, Marcello Pelillo
2021 — conf
LUAI Challenge 2021 on Learning to Understand Aerial Images.
ICCVW
Gui-Song Xia, Jian Ding, Ming Qian, Nan Xue, Jiaming Han, Xiang Bai, Michael Ying Yang, Shengyang Li, Serge J. Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang, Qiang Zhou, Chao-hui Yu, Kaixuan Hu, Yingjia Bu, Wenming Tan, Zhe Yang, Wei Li, Shang Liu, Jiaxuan Zhao, Tianzhi Ma, Zi-han Gao, Lingqi Wang, Yi Zuo, Licheng Jiao, Chang Meng, Hao Wang, Jiahao Wang, Yiming Hui, Zhuojun Dong, Jie Zhang, Qianyue Bao, Zixiao Zhang, Fang Liu
2021 J jnl
LUAI Challenge 2021 on Learning to Understand Aerial Images.
CoRR
Gui-Song Xia, Jian Ding, Ming Qian, Nan Xue, Jiaming Han, Xiang Bai, Michael Ying Yang, Shengyang Li, Serge J. Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang, Qiang Zhou, Chao-hui Yu, Kaixuan Hu, Yingjia Bu, Wenming Tan, Zhe Yang, Wei Li, Shang Liu, Jiaxuan Zhao, Tianzhi Ma, Zi-han Gao, Lingqi Wang, Yi Zuo, Licheng Jiao, Chang Meng, Hao Wang, Jiahao Wang, Yiming Hui, Zhuojun Dong, Jie Zhang, Qianyue Bao, Zixiao Zhang, Fang Liu
2021 J jnl
LiSSA: Localized Stochastic Sensitive Autoencoders.
IEEE Trans. Cybern.
Ting Wang, Wing W. Y. Ng, Marcello Pelillo, Sam Kwong
2021 J jnl
Object Detection in Aerial Images: A Large-Scale Benchmark and Challenges.
CoRR
Jian Ding, Nan Xue, Gui-Song Xia, Xiang Bai, Wen Yang, Michael Ying Yang, Serge J. Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang
2021 — ed.
Recent Trends in Analysis of Images, Social Networks and Texts - 9th International Conference, AIST 2020, Skolkovo, Moscow, Russia, October 15-16, 2020 Revised Supplementary Proceedings
AIST (Supplement)
Wil M. P. van der Aalst, Vladimir Batagelj, Alexey Buzmakov, Dmitry I. Ignatov, Anna A. Kalenkova, Michael Yu. Khachay, Olessia Koltsova, Andrey Kutuzov, Sergei O. Kuznetsov, Irina A. Lomazova, Natalia V. Loukachevitch, Ilya Makarov, Amedeo Napoli, Alexander Panchenko, Panos M. Pardalos, Marcello Pelillo, Andrey V. Savchenko, Elena Tutubalina
2021 — ed.
Structural, Syntactic, and Statistical Pattern Recognition - Joint IAPR International Workshops, S+SSPR 2020, Padua, Italy, January 21-22, 2021, Proceedings
S+SSPR
Andrea Torsello, Luca Rossi, Marcello Pelillo, Battista Biggio, Antonio Robles-Kelly
2021 B conf
The Hammer and the Nut: Is Bilevel Optimization Really Needed to Poison Linear Classifiers?
IJCNN
Antonio Emanuele Cinà, Sebastiano Vascon, Ambra Demontis, Battista Biggio, Fabio Roli, Marcello Pelillo
2021 J jnl
The Hammer and the Nut: Is Bilevel Optimization Really Needed to Poison Linear Classifiers?
CoRR
Antonio Emanuele Cinà, Sebastiano Vascon, Ambra Demontis, Battista Biggio, Fabio Roli, Marcello Pelillo
2021 A conf
Transductive Visual Verb Sense Disambiguation.
WACV
Sebastiano Vascon, Sinem Aslan, Gianluca Bigaglia, Lorenzo Giudice, Marcello Pelillo
2021 J jnl
Two metrics for attributed hypergraphs.
Pattern Recognit. Lett.
Sebastiano Smaniotto, Marcello Pelillo
2020 J jnl
A Black-box Adversarial Attack for Poisoning Clustering.
CoRR
Antonio Emanuele Cinà, Alessandro Torcinovich, Marcello Pelillo
2020 J jnl
A Functional Representation for Graph Matching.
IEEE Trans. Pattern Anal. Mach. Intell.
Fu-Dong Wang, Nan Xue, Yipeng Zhang, Gui-Song Xia, Marcello Pelillo
2020 — ed.
Analysis of Images, Social Networks and Texts - 8th International Conference, AIST 2019, Kazan, Russia, July 17-19, 2019, Revised Selected Papers
AIST (Supplement)
Wil M. P. van der Aalst, Vladimir Batagelj, Dmitry I. Ignatov, Michael Yu. Khachay, Valentina V. Kuskova, Andrey Kutuzov, Sergei O. Kuznetsov, Irina A. Lomazova, Natalia V. Loukachevitch, Amedeo Napoli, Panos M. Pardalos, Marcello Pelillo, Andrey V. Savchenko, Elena Tutubalina
2020 J jnl
Asymmetric Siamese Networks for Semantic Change Detection.
CoRR
Kunping Yang, Gui-Song Xia, Zicheng Liu, Bo Du, Wen Yang, Marcello Pelillo
2020 J jnl
Biclustering with dominant sets.
Pattern Recognit.
Matteo Denitto, Manuele Bicego, Alessandro Farinelli, Sebastiano Vascon, Marcello Pelillo
2020 J jnl
DSLib: An open source library for the dominant set clustering method.
CoRR
Sebastiano Vascon, Samuel Rota Bulò, Vittorio Murino, Marcello Pelillo
2020 J jnl
Efficient Tensor Kernel methods for sparse regression.
CoRR
Feliks Hibraj, Marcello Pelillo, Saverio Salzo, Massimiliano Pontil
2020 J jnl
Incremental hashing with sample selection using dominant sets.
Int. J. Mach. Learn. Cybern.
Wing W. Y. Ng, Xiaoxia Jiang, Xing Tian, Marcello Pelillo, Hui Wang, Sam Kwong
2020 J jnl
Multi-feature fusion for image retrieval using constrained dominant sets.
Image Vis. Comput.
Leulseged Tesfaye Alemu, Marcello Pelillo
2020 J jnl
Protein function prediction as a graph-transduction game.
Pattern Recognit. Lett.
Sebastiano Vascon, Marco Frasca, Rocco Tripodi, Giorgio Valentini, Marcello Pelillo
2020 J jnl
Separating Structure from Noise in Large Graphs Using the Regularity Lemma.
Pattern Recognit.
Marco Fiorucci, Francesco Pelosin, Marcello Pelillo
2020 — conf
The Group Loss for Deep Metric Learning.
ECCV (7)
Ismail Elezi, Sebastiano Vascon, Alessandro Torcinovich, Marcello Pelillo, Laura Leal-Taixé
2020 J jnl
Transductive Visual Verb Sense Disambiguation.
CoRR
Sebastiano Vascon, Sinem Aslan, Gianluca Bigaglia, Lorenzo Giudice, Marcello Pelillo
2020 J jnl
Two sides of the same coin: Improved ancient coin classification using Graph Transduction Games.
Pattern Recognit. Lett.
Sinem Aslan, Sebastiano Vascon, Marcello Pelillo
2019 J jnl
A Functional Representation for Graph Matching.
CoRR
Fudong Wang, Gui-Song Xia, Nan Xue, Yipeng Zhang, Marcello Pelillo
2019 Misc ed.
Analysis of Images, Social Networks and Texts - 8th International Conference, AIST 2019, Kazan, Russia, July 17-19, 2019, Revised Selected Papers
AIST
Wil M. P. van der Aalst, Vladimir Batagelj, Dmitry I. Ignatov, Michael Yu. Khachay, Valentina V. Kuskova, Andrey Kutuzov, Sergei O. Kuznetsov, Irina A. Lomazova, Natalia V. Loukachevitch, Amedeo Napoli, Panos M. Pardalos, Marcello Pelillo, Andrey V. Savchenko, Elena Tutubalina
2019 A* conf
Deep Constrained Dominant Sets for Person Re-Identification.
ICCV
Leulseged Tesfaye Alemu, Mubarak Shah, Marcello Pelillo
2019 J jnl
Deep Constrained Dominant Sets for Person Re-identification.
CoRR
Leulseged Tesfaye Alemu, Mubarak Shah, Marcello Pelillo
2019 J jnl
Dominant Set Clustering and Pooling for Multi-View 3D Object Recognition.
CoRR
Chu Wang, Marcello Pelillo, Kaleem Siddiqi
2019 J jnl
Dominant Sets for "Constrained" Image Segmentation.
IEEE Trans. Pattern Anal. Mach. Intell.
Eyasu Zemene Mequanint, Leulseged Tesfaye Alemu, Marcello Pelillo
2019 J jnl
Hypergraph isomorphism using association hypergraphs.
Pattern Recognit. Lett.
Giulia Sandi, Sebastiano Vascon, Marcello Pelillo
2019 J jnl
Large-Scale Image Geo-Localization Using Dominant Sets.
IEEE Trans. Pattern Anal. Mach. Intell.
Eyasu Zemene, Yonatan Tariku Tesfaye, Haroon Idrees, Andrea Prati, Marcello Pelillo, Mubarak Shah
2019 J jnl
Multi-target Tracking in Multiple Non-overlapping Cameras Using Fast-Constrained Dominant Sets.
Int. J. Comput. Vis.
Yonatan Tariku Tesfaye, Eyasu Zemene, Andrea Prati, Marcello Pelillo, Mubarak Shah
2019 J jnl
Separating Structure from Noise in Large Graphs Using the Regularity Lemma.
CoRR
Marco Fiorucci, Francesco Pelosin, Marcello Pelillo
2019 J jnl
The Group Loss for Deep Metric Learning.
CoRR
Ismail Elezi, Sebastiano Vascon, Alessandro Torcinovich, Marcello Pelillo, Laura Leal-Taixé
2019 B conf
Unsupervised Domain Adaptation using Graph Transduction Games.
IJCNN
Sebastiano Vascon, Sinem Aslan, Alessandro Torcinovich, Twan van Laarhoven, Elena Marchiori, Marcello Pelillo
2019 J jnl
Unsupervised Domain Adaptation using Graph Transduction Games.
CoRR
Sebastiano Vascon, Sinem Aslan, Alessandro Torcinovich, Twan van Laarhoven, Elena Marchiori, Marcello Pelillo
2019 — conf
Weakly Supervised Semantic Segmentation Using Constrained Dominant Sets.
ICIAP (2)
Sinem Aslan, Marcello Pelillo
2019 J jnl
Weakly Supervised Semantic Segmentation Using Constrained Dominant Sets.
CoRR
Sinem Aslan, Marcello Pelillo
2018 B conf
A Game- Theoretic Hyper-Graph Matching Algorithm.
ICPR
Jian Hou, Marcello Pelillo
2018 J jnl
A Graph Transduction Game for Multi-target Tracking.
CoRR
Tewodros Mulugeta Dagnew, Dalia Coppi, Marcello Pelillo, Rita Cucchiara
2018 Misc ed.
Analysis of Images, Social Networks and Texts - 7th International Conference, AIST 2018, Moscow, Russia, July 5-7, 2018, Revised Selected Papers
AIST
Wil M. P. van der Aalst, Vladimir Batagelj, Goran Glavas, Dmitry I. Ignatov, Michael Yu. Khachay, Sergei O. Kuznetsov, Olessia Koltsova, Irina A. Lomazova, Natalia V. Loukachevitch, Amedeo Napoli, Alexander Panchenko, Panos M. Pardalos, Marcello Pelillo, Andrey V. Savchenko
2018 J jnl
Ancient Coin Classification Using Graph Transduction Games.
CoRR
Sinem Aslan, Sebastiano Vascon, Marcello Pelillo
2018 — ed.
Artificial Life and Evolutionary Computation - 12th Italian Workshop, WIVACE 2017, Venice, Italy, September 19-21, 2017, Revised Selected Papers
WIVACE
Marcello Pelillo, Irene Poli, Andrea Roli, Roberto Serra, Debora Slanzi, Marco Villani
2018 — conf
Characterization of Visual Object Representations in Rat Primary Visual Cortex.
ECCV Workshops (3)
Sebastiano Vascon, Ylenia Parin, Eis Annavini, Mattia D'Andola, Davide Zoccolan, Marcello Pelillo
2018 J jnl
Characterization of Visual Object Representations in Rat Primary Visual Cortex.
CoRR
Sebastiano Vascon, Ylenia Parin, Eis Annavini, Mattia D'Andola, Davide Zoccolan, Marcello Pelillo
2018 A* conf
DOTA: A Large-Scale Dataset for Object Detection in Aerial Images.
CVPR
Gui-Song Xia, Xiang Bai, Jian Ding, Zhen Zhu, Serge J. Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang
2018 J jnl
DeepScores - A Dataset for Segmentation, Detection and Classification of Tiny Objects.
CoRR
Lukas Tuggener, Ismail Elezi, Jürgen Schmidhuber, Marcello Pelillo, Thilo Stadelmann
2018 J jnl
DeepScores and Deep Watershed Detection: current state and open issues.
CoRR
Ismail Elezi, Lukas Tuggener, Marcello Pelillo, Thilo Stadelmann
2018 B conf
DeepScores-A Dataset for Segmentation, Detection and Classification of Tiny Objects.
ICPR
Lukas Tuggener, Ismail Elezi, Jürgen Schmidhuber, Marcello Pelillo, Thilo Stadelmann
2018 — ed.
Energy Minimization Methods in Computer Vision and Pattern Recognition - 11th International Conference, EMMCVPR 2017, Venice, Italy, October 30 - November 1, 2017, Revised Selected Papers
EMMCVPR
Marcello Pelillo, Edwin R. Hancock
2018 B conf
ICPR2018 Contest on Object Detection in Aerial Images (ODAI-18).
ICPR
Jian Ding, Zhen Zhu, Gui-Song Xia, Xiang Bai, Serge J. Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang
2018 J jnl
Is Data Clustering in Adversarial Settings Secure?
CoRR
Battista Biggio, Ignazio Pillai, Samuel Rota Bulò, Davide Ariu, Marcello Pelillo, Fabio Roli
2018 J jnl
Multi-feature Fusion for Image Retrieval Using Constrained Dominant Sets.
CoRR
Leulseged Tesfaye Alemu, Marcello Pelillo
2018 — conf
On Association Graph Techniques for Hypergraph Matching.
S+SSPR
Giulia Sandi, Sebastiano Vascon, Marcello Pelillo
2018 B conf
Speaker Clustering Using Dominant Sets.
ICPR
Feliks Hibraj, Sebastiano Vascon, Thilo Stadelmann, Marcello Pelillo
2018 J jnl
Speaker Clustering Using Dominant Sets.
CoRR
Feliks Hibraj, Sebastiano Vascon, Thilo Stadelmann, Marcello Pelillo
2018 — ed.
Supplementary Proceedings of the Seventh International Conference on Analysis of Images, Social Networks and Texts (AIST 2018), Moscow, Russia, July 5 - 7, 2018
AIST (Supplement)
Wil M. P. van der Aalst, Vladimir Batagelj, Goran Glavas, Dmitry I. Ignatov, Michael Yu. Khachay, Olessia Koltsova, Sergei O. Kuznetsov, Irina A. Lomazova, Natalia V. Loukachevitch, Amedeo Napoli, Alexander Panchenko, Panos M. Pardalos, Marcello Pelillo, Andrey V. Savchenko
2018 B conf
Transductive Label Augmentation for Improved Deep Network Learning.
ICPR
Ismail Elezi, Alessandro Torcinovich, Sebastiano Vascon, Marcello Pelillo
2018 J jnl
Transductive Label Augmentation for Improved Deep Network Learning.
CoRR
Ismail Elezi, Alessandro Torcinovich, Sebastiano Vascon, Marcello Pelillo
2017 — conf
A Computer Vision System for Monitoring Ice-Cream Freezers.
ICIAP (2)
Alessandro Torcinovich, Marco Fratton, Marcello Pelillo, Alberto Pravato, Alessandro Roncato
2017 — conf
A Computer Vision System for the Automatic Inventory of a Cooler.
ICIAP (1)
Marco Fiorucci, Marco Fratton, Tinsae G. Dulecha, Marcello Pelillo, Alberto Pravato, Alessandro Roncato
2017 J jnl
A Game-Theoretic Approach to Word Sense Disambiguation.
Comput. Linguistics
Rocco Tripodi, Marcello Pelillo
2017 J jnl
DOTA: A Large-scale Dataset for Object Detection in Aerial Images.
CoRR
Gui-Song Xia, Xiang Bai, Jian Ding, Zhen Zhu, Serge J. Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang
2017 — conf
Dominant Set Biclustering.
EMMCVPR
Matteo Denitto, Manuele Bicego, Alessandro Farinelli, Marcello Pelillo
2017 A conf
Dominant Set Clustering and Pooling for Multi-View 3D Object Recognition.
BMVC
Chu Wang, Marcello Pelillo, Kaleem Siddiqi
2017 J jnl
Dominant Sets for "Constrained" Image Segmentation.
CoRR
Eyasu Zemene, Leulseged Tesfaye Alemu, Marcello Pelillo
2017 J jnl
Dominant-set clustering: A review.
Eur. J. Oper. Res.
Samuel Rota Bulò, Marcello Pelillo
2017 J jnl
Large-scale Image Geo-Localization Using Dominant Sets.
CoRR
Eyasu Zemene, Yonatan Tariku, Haroon Idrees, Andrea Prati, Marcello Pelillo, Mubarak Shah
2017 J jnl
Multi-Target Tracking in Multiple Non-Overlapping Cameras using Constrained Dominant Sets.
CoRR
Yonatan Tariku Tesfaye, Eyasu Zemene, Andrea Prati, Marcello Pelillo, Mubarak Shah
2017 — conf
On the Interplay Between Strong Regularity and Graph Densification.
GbRPR
Marco Fiorucci, Alessandro Torcinovich, Manuel Curado, Francisco Escolano, Marcello Pelillo
2017 J jnl
On the Interplay between Strong Regularity and Graph Densification.
CoRR
Marco Fiorucci, Alessandro Torcinovich, Manuel Curado, Francisco Escolano, Marcello Pelillo
2017 J jnl
Randomized Prediction Games for Adversarial Machine Learning.
IEEE Trans. Neural Networks Learn. Syst.
Samuel Rota Bulò, Battista Biggio, Ignazio Pillai, Marcello Pelillo, Fabio Roli
2017 J jnl
Revealing structure in large graphs: Szemerédi's regularity lemma and its use in pattern recognition.
Pattern Recognit. Lett.
Marcello Pelillo, Ismail Elezi, Marco Fiorucci
2016 J jnl
A Game-Theoretic Approach to Word Sense Disambiguation.
CoRR
Rocco Tripodi, Marcello Pelillo
2016 B conf
A new density kernel in density peak based clustering.
ICPR
Jian Hou, Marcello Pelillo
2016 B conf
Constrained dominant sets for retrieval.
ICPR
Eyasu Zemene, Leulseged Tesfaye Alemu, Marcello Pelillo
2016 J jnl
Context Aware Nonnegative Matrix Factorization Clustering.
CoRR
Rocco Tripodi, Sebastiano Vascon, Marcello Pelillo
2016 B conf
Context aware nonnegative matrix factorization clustering.
ICPR
Rocco Tripodi, Sebastiano Vascon, Marcello Pelillo
2016 J jnl
Detecting conversational groups in images and sequences: A robust game-theoretic approach.
Comput. Vis. Image Underst.
Sebastiano Vascon, Eyasu Zemene Mequanint, Marco Cristani, Hayley Hung, Marcello Pelillo, Vittorio Murino
2016 — conf
Document Clustering Games in Static and Dynamic Scenarios.
ICPRAM (Revised Selected Papers)
Rocco Tripodi, Marcello Pelillo
2016 J jnl
Document Clustering Games in Static and Dynamic Scenarios.
CoRR
Rocco Tripodi, Marcello Pelillo
2016 C conf
Document Clustering Games.
ICPRAM
Rocco Tripodi, Marcello Pelillo
2016 J jnl
Guest Editorial Special Section on Learning in Non-(geo)metric Spaces.
IEEE Trans. Neural Networks Learn. Syst.
Marcello Pelillo, Edwin R. Hancock, Xuelong Li, Vittorio Murino
2016 — conf
Interactive Image Segmentation Using Constrained Dominant Sets.
ECCV (8)
Eyasu Zemene, Marcello Pelillo
2016 J jnl
Interactive Image Segmentation Using Constrained Dominant Sets.
CoRR
Eyasu Zemene, Marcello Pelillo
2016 J jnl
Multi-object tracking using dominant sets.
IET Comput. Vis.
Yonatan Tariku Tesfaye, Eyasu Zemene, Marcello Pelillo, Andrea Prati
2016 J jnl
Randomized Prediction Games for Adversarial Machine Learning.
CoRR
Samuel Rota Bulò, Battista Biggio, Ignazio Pillai, Marcello Pelillo, Fabio Roli
2016 J jnl
Revealing Structure in Large Graphs: Szemerédi's Regularity Lemma and its Use in Pattern Recognition.
CoRR
Marcello Pelillo, Ismail Elezi, Marco Fiorucci
2016 B conf
Simultaneous clustering and outlier detection using dominant sets.
ICPR
Eyasu Zemene, Yonatan Tariku Tesfaye, Andrea Prati, Marcello Pelillo
2015 J jnl
A matrix factorization approach to graph compression with partial information.
Int. J. Mach. Learn. Cybern.
Farshad Nourbakhsh, Samuel Rota Bulò, Marcello Pelillo
2015 — conf
Dominant-Set Clustering Using Multiple Affinity Matrices.
SIMBAD
Eyasu Zemene Mequanint, Samuel Rota Bulò, Marcello Pelillo
2015 — conf
En Plein Air Visual Agents.
ICIAP (2)
Marco Gori, Marco Lippi, Marco Maggini, Stefano Melacci, Marcello Pelillo
2015 — conf
Path-Based Dominant-Set Clustering.
ICIAP (1)
Eyasu Zemene, Marcello Pelillo
2015 J jnl
Pattern recognition between science and engineering: A red herring?
Pattern Recognit. Lett.
Marcello Pelillo, Teresa Scantamburlo, Viola Schiaffonati
2015 J jnl
Probabilistic consensus clustering using evidence accumulation.
Mach. Learn.
André Lourenço, Samuel Rota Bulò, Nicola Rebagliati, Ana L. N. Fred, Mário A. T. Figueiredo, Marcello Pelillo
2015 — conf
Similarity Analysis from Limiting Quantum Walks.
SIMBAD
Manuel Curado, Francisco Escolano, Edwin R. Hancock, Farshad Nourbakhsh, Marcello Pelillo
2015 — ed.
Similarity-Based Pattern Recognition - Third International Workshop, SIMBAD 2015, Copenhagen, Denmark, October 12-14, 2015, Proceedings
SIMBAD
Aasa Feragen, Marcello Pelillo, Marco Loog
2015 J jnl
Special issue on "Philosophical Aspects of Pattern Recognition".
Pattern Recognit. Lett.
Marcello Pelillo
2015 — conf
Towards a Holistic Theory of Pattern Recognition - A Game-theoretic Perspective.
ICPRAM (1)
Marcello Pelillo
2015 — conf
Using dominant sets for data association in multi-camera tracking.
ICDSC
A. K. Hamid, L. S. Melaku, Marcello Pelillo, Andrea Prati
2015 — conf
WSD-games: a Game-Theoretic Algorithm for Unsupervised Word Sense Disambiguation.
SemEval@NAACL-HLT
Rocco Tripodi, Marcello Pelillo
2014 — conf
A Game-Theoretic Probabilistic Approach for Detecting Conversational Groups.
ACCV (5)
Sebastiano Vascon, Eyasu Zemene Mequanint, Marco Cristani, Hayley Hung, Marcello Pelillo, Vittorio Murino
2014 B conf
A Matrix Factorization Approach to Graph Compression.
ICPR
Farshad Nourbakhsh, Samuel Rota Bulò, Marcello Pelillo
2014 J jnl
Alhazen and the nearest neighbor rule.
Pattern Recognit. Lett.
Marcello Pelillo
2014 — ch.
Clustering Games.
Registration and Recognition in Images and Videos
Marcello Pelillo, Samuel Rota Bulò
2014 — conf
Poisoning Complete-Linkage Hierarchical Clustering.
S+SSPR
Battista Biggio, Samuel Rota Bulò, Ignazio Pillai, Michele Mura, Eyasu Zemene Mequanint, Marcello Pelillo, Fabio Roli
2014 — ed.
Structural, Syntactic, and Statistical Pattern Recognition - Joint IAPR International Workshop, S+SSPR 2014, Joensuu, Finland, August 20-22, 2014. Proceedings
S+SSPR
Pasi Fränti, Gavin Brown, Marco Loog, Francisco Escolano, Marcello Pelillo
2014 J jnl
Structured Labels in Random Forests for Semantic Labelling and Object Detection.
IEEE Trans. Pattern Anal. Mach. Intell.
Peter Kontschieder, Samuel Rota Bulò, Marcello Pelillo, Horst Bischof
2013 J jnl
A Game-Theoretic Approach to Hypergraph Clustering.
IEEE Trans. Pattern Anal. Mach. Intell.
Samuel Rota Bulò, Marcello Pelillo
2013 — ch.
A Game-Theoretic Approach to Pairwise Clustering and Matching.
Similarity-Based Pattern Analysis and Recognition
Marcello Pelillo, Samuel Rota Bulò, Andrea Torsello, Andrea Albarelli, Emanuele Rodolà
2013 — conf
A MAP Approach to Evidence Accumulation Clustering.
ICPRAM (Selected Papers)
André Lourenço, Samuel Rota Bulò, Nicola Rebagliati, Ana L. N. Fred, Mário A. T. Figueiredo, Marcello Pelillo
2013 J jnl
A simple feature combination method based on dominant sets.
Pattern Recognit.
Jian Hou, Marcello Pelillo
2013 Misc conf
Consensus Clustering Using Partial Evidence Accumulation.
IbPRIA
André Lourenço, Samuel Rota Bulò, Nicola Rebagliati, Ana L. N. Fred, Mário A. T. Figueiredo, Marcello Pelillo
2013 — conf
Consensus Clustering with Robust Evidence Accumulation.
EMMCVPR
André Lourenço, Samuel Rota Bulò, Ana L. N. Fred, Marcello Pelillo
2013 — conf
Correlation Clustering with Stochastic Labellings.
SIMBAD
Nicola Rebagliati, Samuel Rota Bulò, Marcello Pelillo
2013 — conf
Dominant Set Approach to ECG Biometrics.
CIARP (1)
André Lourenço, Samuel Rota Bulò, Carlos Carreiras, Hugo Silva, Ana L. N. Fred, Marcello Pelillo
2013 — conf
How Mature Is the Field of Machine Learning?
AI*IA
Marcello Pelillo, Teresa Scantamburlo
2013 — ch.
Introduction: The SIMBAD Project.
Similarity-Based Pattern Analysis and Recognition
Marcello Pelillo
2013 — conf
Is data clustering in adversarial settings secure?
AISec
Battista Biggio, Ignazio Pillai, Samuel Rota Bulò, Davide Ariu, Marcello Pelillo, Fabio Roli
2013 J jnl
Italian Machine Learning and Data Mining research: The last years.
Intelligenza Artificiale
Nicola Di Mauro, Paolo Frasconi, Fabrizio Angiulli, Davide Bacciu, Marco de Gemmis, Floriana Esposito, Nicola Fanizzi, Stefano Ferilli, Marco Gori, Francesca A. Lisi, Pasquale Lops, Donato Malerba, Alessio Micheli, Marcello Pelillo, Francesco Ricci, Fabrizio Riguzzi, Lorenza Saitta, Giovanni Semeraro
2013 — ch.
Learning Similarities from Examples Under the Evidence Accumulation Clustering Paradigm.
Similarity-Based Pattern Analysis and Recognition
Ana L. N. Fred, André Lourenço, Helena Aidos, Samuel Rota Bulò, Nicola Rebagliati, Mário A. T. Figueiredo, Marcello Pelillo
2013 C conf
Probabilistic Evidence Accumulation for Clustering Ensembles.
ICPRAM
André Lourenço, Samuel Rota Bulò, Nicola Rebagliati, Ana L. N. Fred, Mário A. T. Figueiredo, Marcello Pelillo
2013 — book
Similarity-Based Pattern Analysis and Recognition
Similarity-Based Pattern Analysis and Recognition
Marcello Pelillo
2013 — ed.
Similarity-Based Pattern Recognition - Second International Workshop, SIMBAD 2013, York, UK, July 3-5, 2013. Proceedings
SIMBAD
Edwin R. Hancock, Marcello Pelillo
2013 — conf
Using Dominant Sets for k-NN Prototype Selection.
ICIAP (2)
Sebastiano Vascon, Marco Cristani, Marcello Pelillo, Vittorio Murino
2012 B conf
Computing the graph edit distance using dominant sets.
ICPR
Nicola Rebagliati, Albert Solé-Ribalta, Marcello Pelillo, Francesc Serratosa
2012 — conf
Context-Sensitive Decision Forests for Object Detection.
NIPS
Peter Kontschieder, Samuel Rota Bulò, Antonio Criminisi, Pushmeet Kohli, Marcello Pelillo, Horst Bischof
2012 J jnl
Evolutionary Hough Games for coherent object detection.
Comput. Vis. Image Underst.
Peter Kontschieder, Samuel Rota Bulò, Michael Donoser, Marcello Pelillo, Horst Bischof
2012 J jnl
Graph Transduction as a Noncooperative Game.
Neural Comput.
Aykut Erdem, Marcello Pelillo
2012 J jnl
On the Relation Between the Common Labelling and the Median Graph
CoRR
Nicola Rebagliati, Albert Solé-Ribalta, Marcello Pelillo, Francesc Serratosa
2012 — conf
On the Relation between the Common Labelling and the Median Graph.
SSPR/SPR
Nicola Rebagliati, Albert Solé-Ribalta, Marcello Pelillo, Francesc Serratosa
2012 A* conf
Structured Local Predictors for image labelling.
CVPR
Samuel Rota Bulò, Peter Kontschieder, Marcello Pelillo, Horst Bischof
2011 J jnl
Content-based image retrieval with relevance feedback using random walks.
Pattern Recognit.
Samuel Rota Bulò, Massimo Rabbi, Marcello Pelillo
2011 — conf
Graph Transduction as a Non-cooperative Game.
GbRPR
Aykut Erdem, Marcello Pelillo
2011 J jnl
Graph-based quadratic optimization: A fast evolutionary approach.
Comput. Vis. Image Underst.
Samuel Rota Bulò, Marcello Pelillo, Immanuel M. Bomze
2011 A conf
Semantic Image Labelling as a Label Puzzle Game.
BMVC
Peter Kontschieder, Samuel Rota Bulò, Michael Donoser, Marcello Pelillo, Horst Bischof
2011 — ed.
Similarity-Based Pattern Recognition - First International Workshop, SIMBAD 2011, Venice, Italy, September 28-30, 2011. Proceedings
SIMBAD
Marcello Pelillo, Edwin R. Hancock
2011 A* conf
Structured class-labels in random forests for semantic image labelling.
ICCV
Peter Kontschieder, Samuel Rota Bulò, Horst Bischof, Marcello Pelillo
2010 — conf
A New Spectral Bound on the Clique Number of Graphs.
SSPR/SPR
Samuel Rota Bulò, Marcello Pelillo
2010 — conf
Fast Population Game Dynamics for Dominant Sets and Other Quadratic Optimization Problems.
SSPR/SPR
Samuel Rota Bulò, Immanuel M. Bomze, Marcello Pelillo
2010 — conf
Pairwise Probabilistic Clustering Using Evidence Accumulation.
SSPR/SPR
Samuel Rota Bulò, André Lourenço, Ana L. N. Fred, Marcello Pelillo
2010 B conf
Probabilistic Clustering Using the Baum-Eagon Inequality.
ICPR
Samuel Rota Bulò, Marcello Pelillo
2009 — conf
A Game-Theoretic Approach to Hypergraph Clustering.
NIPS
Samuel Rota Bulò, Marcello Pelillo
2009 J jnl
A game-theoretic approach to partial clique enumeration.
Image Vis. Comput.
Samuel Rota Bulò, Andrea Torsello, Marcello Pelillo
2009 J jnl
A generalization of the Motzkin-Straus theorem to hypergraphs.
Optim. Lett.
Samuel Rota Bulò, Marcello Pelillo
2009 — conf
From Cliques to Equilibria: The Dominant-Set Framework for Pairwise Data Clustering.
PRIS
Marcello Pelillo
2009 — ch.
Heuristics for Maximum Clique and Independent Set.
Encyclopedia of Optimization
Marcello Pelillo
2009 — conf
Hierarchical Pairwise Segmentation Using Dominant Sets and Anisotropic Diffusion Kernels.
EMMCVPR
Andrea Torsello, Marcello Pelillo
2009 A* conf
Matching as a non-cooperative game.
ICCV
Andrea Albarelli, Samuel Rota Bulò, Andrea Torsello, Marcello Pelillo
2009 — conf
New Bounds on the Clique Number of Graphs Based on Spectral Hypergraph Theory.
LION
Samuel Rota Bulò, Marcello Pelillo
2009 — ch.
Replicator Dynamics in Combinatorial Optimization.
Encyclopedia of Optimization
Marcello Pelillo
2008 B conf
A hypergraph-based approach to affine parameters estimation.
ICPR
Samuel Rota Bulò, Andrea Albarelli, Andrea Torsello, Marcello Pelillo
2008 B conf
Beyond partitions: Allowing overlapping groups in pairwise clustering.
ICPR
Andrea Torsello, Samuel Rota Bulò, Marcello Pelillo
2008 — conf
Consensus Graphs for Symmetry Plane Estimation.
SSPR/SPR
Andrea Albarelli, Marcello Pelillo, Sebastiano Viviani
2007 — conf
A Continuous Characterization of Maximal Cliques in k-Uniform Hypergraphs.
LION
Samuel Rota Bulò, Marcello Pelillo
2007 — conf
A Continuous-Based Approach for Partial Clique Enumeration.
GbRPR
Samuel Rota Bulò, Andrea Torsello, Marcello Pelillo
2007 J jnl
Dominant Sets and Pairwise Clustering.
IEEE Trans. Pattern Anal. Mach. Intell.
Massimiliano Pavan, Marcello Pelillo
2007 Misc conf
Integrating Boundary Information in Pairwise Segmentation.
ICIAP
Andrea Torsello, Marco Di Gesu, Marcello Pelillo
2007 Misc conf
Matching Relational Structures using the Edge-Association Graph.
ICIAP
Andrea Torsello, Andrea Albarelli, Marcello Pelillo
2007 — conf
Szemerédi's Regularity Lemma and Its Applications to Pairwise Clustering and Segmentation.
EMMCVPR
Anna Sperotto, Marcello Pelillo
2006 J jnl
Graph polynomials from principal pivoting.
Discret. Math.
Roland Glantz, Marcello Pelillo
2006 — conf
Grouping with Asymmetric Affinities: A Game-Theoretic Perspective.
CVPR (1)
Andrea Torsello, Samuel Rota Bulò, Marcello Pelillo
2006 J jnl
Payoff-Monotonic Game Dynamics and the Maximum Clique Problem.
Neural Comput.
Marcello Pelillo, Andrea Torsello
2006 J jnl
Similarity-based pattern recognition.
Pattern Recognit.
Manuele Bicego, Vittorio Murino, Marcello Pelillo, Andrea Torsello
2005 J jnl
Polynomial-Time Metrics for Attributed Trees.
IEEE Trans. Pattern Anal. Mach. Intell.
Andrea Torsello, Dzena Hidovic Rowe, Marcello Pelillo
2005 — conf
Spatio-temporal Segmentation Using Dominant Sets.
EMMCVPR
Andrea Torsello, Massimiliano Pavan, Marcello Pelillo
2004 — conf
A Polynomial-Time Metric for Attributed Trees.
ECCV (4)
Andrea Torsello, Dzena Hidovic, Marcello Pelillo
2004 — conf
Efficient Out-of-Sample Extension of Dominant-Set Clusters.
NIPS
Massimiliano Pavan, Marcello Pelillo
2004 — conf
Efficiently Segmenting Images with Dominant Sets.
ICIAR (1)
Massimiliano Pavan, Marcello Pelillo
2004 — conf
Fast Dominant-Set Clustering.
WIRN
Massimiliano Pavan, Marcello Pelillo
2004 — conf
Four Metrics for Efficiently Comparing Attributed Trees.
ICPR (2)
Andrea Torsello, Dzena Hidovic, Marcello Pelillo
2004 J jnl
Guest Editors' Introduction to the Special Section on Energy Minimization Methods in Computer Vision and Pattern Recognition.
IEEE Trans. Pattern Anal. Mach. Intell.
Mário A. T. Figueiredo, Edwin R. Hancock, Marcello Pelillo, Josiane Zerubia
2004 J jnl
Matching Segmentation Hierarchies.
Int. J. Pattern Recognit. Artif. Intell.
Roland Glantz, Marcello Pelillo, Walter G. Kropatsch
2004 J jnl
Metrics For Attributed Graphs Based On The Maximal Similarity Common Subgraph.
Int. J. Pattern Recognit. Artif. Intell.
Dzena Hidovic, Marcello Pelillo
2004 — conf
Relaxation Labeling Processes for Protein Secondary Structure Prediction.
ICPR (2)
Giacomo Colle, Marcello Pelillo
2004 J jnl
The combinatorics of pivoting for the maximum weight clique.
Oper. Res. Lett.
Marco Locatelli, Immanuel M. Bomze, Marcello Pelillo
2003 B conf
Annealed imitation: fast dynamics for maximum clique.
IJCNN
Marcello Pelillo
2003 A* conf
Dominant Sets and Hierarchical Clustering.
ICCV
Massimiliano Pavan, Marcello Pelillo
2003 — conf
Generalizing the Motzkin-Straus Theorem to Edge-Weighted Graphs, with Applications to Image Segmentation.
EMMCVPR
Massimiliano Pavan, Marcello Pelillo
2003 — conf
Graph Polynomials, Principal Piovoting, and Maximum Independent Sets.
GbRPR
Roland Glantz, Marcello Pelillo
2003 — conf
Graph-Theoretic Approach to Clustering and Segmentation.
CVPR (1)
Massimiliano Pavan, Marcello Pelillo
2003 J jnl
Guest Editors' Introduction to the Special Section on Energy Minimization Methods in Computer Vision and Pattern Recognition.
IEEE Trans. Pattern Anal. Mach. Intell.
Mário A. T. Figueiredo, Edwin R. Hancock, Marcello Pelillo, Josiane Zerubia
2003 Misc conf
Hierarchical matching of panoramic images.
ICIAP
Roland Glantz, Marcello Pelillo, Walter G. Kropatsch
2003 J jnl
Image Segmentation by Dominant Sets.
Electron. Notes Discret. Math.
Massimiliano Pavan, Marcello Pelillo
2003 J jnl
Matching graphs by pivoting.
Pattern Recognit. Lett.
Alessio Massaro, Marcello Pelillo
2003 — conf
Pairwise Data Clustering Using Monotone Game Dynamics.
AI*IA
Massimiliano Pavan, Marcello Pelillo
2003 — conf
Swap Strategies for Graph Matching.
GbRPR
Paolo Fosser, Roland Glantz, Marco Locatelli, Marcello Pelillo
2003 Misc conf
Unsupervised texture segmentation by dominant sets and game dynamics.
ICIAP
Massimiliano Pavan, Marcello Pelillo
2002 J jnl
A Complementary Pivoting Approach to the Maximum Weight Clique Problem.
SIAM J. Optim.
Alessio Massaro, Marcello Pelillo, Immanuel M. Bomze
2002 J jnl
Annealed replication: a new heuristic for the maximum clique problem.
Discret. Appl. Math.
Immanuel M. Bomze, Marco Budinich, Marcello Pelillo, Claudio Rossi
2002 J jnl
Matching Free Trees, Maximal Cliques, and Monotone Game Dynamics.
IEEE Trans. Pattern Anal. Mach. Intell.
Marcello Pelillo
2001 — conf
A Complementary Pivoting Approach to Graph Matching.
EMMCVPR
Alessio Massaro, Marcello Pelillo
2001 — conf
Evolutionary Game Dynamics in Combinatorial Optimization: An Overview.
EvoWorkshops
Marcello Pelillo
2001 J jnl
Introduction to the Special Section on Graph Algorithms in Computer Vision.
IEEE Trans. Pattern Anal. Mach. Intell.
Sven J. Dickinson, Marcello Pelillo, Ramin Zabih
2001 — conf
Many-to-many Matching of Attributed Trees Using Association Graphs and Game Dynamics.
IWVF
Marcello Pelillo, Kaleem Siddiqi, Steven W. Zucker
2001 — conf
Matching Free Trees with Replicator Equations.
NIPS
Marcello Pelillo
2001 — conf
Matching Free Trees, Maximal Cliques, and Monotone Game Dynamics.
EMMCVPR
Marcello Pelillo
2001 — conf
Payoff-monotonic Game Dynamics for the Maximum Clique Problem.
WIRN
Marcello Pelillo, Claudio Rossi
2000 — conf
A New Deterministic Annealing Algorithm for Maximum Clique.
IJCNN (6)
Arun Jagota, Marcello Pelillo, Anand Rangarajan
2000 J jnl
Approximating the maximum weight clique using replicator dynamics.
IEEE Trans. Neural Networks Learn. Syst.
Immanuel M. Bomze, Marcello Pelillo, Volker Stix
2000 B conf
Attributed Tree Homomorphism Using Association Graphs.
ICPR
Massimo Bartoli, Marcello Pelillo, Kaleem Siddiqi, Steven W. Zucker
2000 J jnl
Continuous-time relaxation labeling processes.
Pattern Recognit.
Andrea Torsello, Marcello Pelillo
1999 Misc conf
Attributed Tree Matching and Maximum Weight Cliques.
ICIAP
Marcello Pelillo, Kaleem Siddiqi, Steven W. Zucker
1999 — conf
Continuous-Time Relaxation Labeling Processes.
EMMCVPR
Andrea Torsello, Marcello Pelillo
1999 — ed.
Energy Minimization Methods in Computer Vision and Pattern Recognition, Second International Workshop, EMMCVPR'99, York, UK, July 26-29, 1999, Proceedings
EMMCVPR
Edwin R. Hancock, Marcello Pelillo
1999 J jnl
Matching Hierarchical Structures Using Association Graphs.
IEEE Trans. Pattern Anal. Mach. Intell.
Marcello Pelillo, Kaleem Siddiqi, Steven W. Zucker
1999 J jnl
Replicator Equations, Maximal Cliques, and Graph Isomorphism.
Neural Comput.
Marcello Pelillo
1999 — ch.
The Maximum Clique Problem.
Handbook of Combinatorial Optimization
Immanuel M. Bomze, Marco Budinich, Panos M. Pardalos, Marcello Pelillo
1998 J jnl
A Bayesian interpretation for the exponential correlation associative memory.
Pattern Recognit. Lett.
Edwin R. Hancock, Marcello Pelillo
1998 B conf
A unifying framework for relational structure matching.
ICPR
Marcello Pelillo
1998 — conf
Matching Hierarchical Structures Using Association Graphs.
ECCV (2)
Marcello Pelillo, Kaleem Siddiqi, Steven W. Zucker
1998 — conf
Replicator Equations, Maximal Cliques, and Graph Isomorphism.
NIPS
Marcello Pelillo
1997 J jnl
An iterative pruning algorithm for feedforward neural networks.
IEEE Trans. Neural Networks
Giovanna Castellano, Anna Maria Fanelli, Marcello Pelillo
1997 J jnl
Autoassociative learning in relaxation labeling networks.
Pattern Recognit. Lett.
Marcello Pelillo, Anna Maria Fanelli
1997 — ed.
Energy Minimization Methods in Computer Vision and Pattern Recognition, First International Workshop, EMMCVPR'97, Venice, Italy, May 21-23, 1997, Proceedings
EMMCVPR
Marcello Pelillo, Edwin R. Hancock
1997 J jnl
The Dynamics of Nonlinear Relaxation Labeling Processes.
J. Math. Imaging Vis.
Marcello Pelillo
1996 J jnl
A Relaxation Algorithm for Estimating the Domain of Validity of Feedforward Neural Networks.
Neural Process. Lett.
Marcello Pelillo
1996 B conf
An analysis of the exponential correlation associative memory.
ICPR
Edwin R. Hancock, Marcello Pelillo
1996 B conf
Autoassociative learning in relaxation labeling networks.
ICPR
Marcello Pelillo, Anna Maria Fanelli
1996 A conf
Parallelizable Evolutionary Dynamics Principles for Solving the Maximum Clique Problem.
PPSN
Marcello Pelillo, Immanuel M. Bomze
1995 B conf
An asymmetric associative memory model based on relaxation labeling processes.
ESANN
Marcello Pelillo, Anna Maria Fanelli
1995 J jnl
An evolutionary approach to training relaxation labeling processes.
Pattern Recognit. Lett.
Marcello Pelillo, Fabio Abbattista, Angelo Maffione
1995 B conf
Clique Finding Relaxation Labeling Networks.
ACCV
Marcello Pelillo
1995 J jnl
Iterative pruning in second-order recurrent neural networks.
Neural Process. Lett.
Giovanna Castellano, Anna Maria Fanelli, Marcello Pelillo
1995 — conf
Teaching Relaxation Labeling Processes Using Genetic Algorithms.
ICANNGA
Marcello Pelillo, Fabio Abbattista, Angelo Maffione
1994 J jnl
Learning Compatibility Coefficients for Relaxation Labeling Processes.
IEEE Trans. Pattern Anal. Mach. Intell.
Marcello Pelillo, Mario Refice
1994 — conf
Nonlinear relaxation labeling as growth transformation.
ICPR (2)
Marcello Pelillo
1993 Misc conf
A Method of Pruning Layered Feed-Forward Neural Networks.
IWANN
Marcello Pelillo, Anna Maria Fanelli
1993 — conf
Evolutionary Learning for Relaxation Labeling Processes.
AI*IA
Marcello Pelillo, Fabio Abbattista, Angelo Maffione
1992 — conf
An optimization algorithm for determining the compatibility coefficients of relaxation labeling processes.
ICPR (2)
Marcello Pelillo, Mario Refice
1992 — conf
Learning compatibility coefficients for word-class disambiguation relaxation processes.
ICSLP
Marcello Pelillo, Mario Refice
1992 — conf
Probabilistic prediction of parts-of-speech from word spelling using decision trees.
ICSLP
Marcello Pelillo, Franca Moro, Mario Refice
1991 — conf
Syntactic category disambiguation through relaxation processes.
EUROSPEECH
Marcello Pelillo, Mario Refice