Marcello Pelillo | Academic Influence

Marcello Pelillo's AcademicInfluence.com Rankings

Marcello Pelillo

Computer Science

#10219

World Rank

#10715

Historical Rank

Machine Learning

#4681

World Rank

#4733

Historical Rank

Artificial Intelligence

#5042

World Rank

#5107

Historical Rank

Database

#7169

World Rank

#7417

Historical Rank

computer-science Degrees

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Computer Science

Marcello Pelillo's Degrees

PhD Computer Science University of Padua
Masters Computer Science University of Padua
Bachelors Computer Science University of Padua

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Why Is Marcello Pelillo Influential?

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According to Wikipedia, Marcello Pelillo from the University of Venice, Venezia Mestre, Italy was named Fellow of the Institute of Electrical and Electronics Engineers in 2013 for contributions to graph-theoretic and optimization-based approaches in pattern recognition and computer vision.

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Marcello Pelillo's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

DOTA: A Large-Scale Dataset for Object Detection in Aerial Images (2017) (1184)
Dominant Sets and Pairwise Clustering (2007) (485)
Matching Hierarchical Structures Using Association Graphs (1998) (474)
An iterative pruning algorithm for feedforward neural networks (1997) (304)
Structured class-labels in random forests for semantic image labelling (2011) (216)
A new graph-theoretic approach to clustering and segmentation (2003) (208)
A Game-Theoretic Approach to Hypergraph Clustering (2009) (191)
Replicator Equations, Maximal Cliques, and Graph Isomorphism (1998) (180)
Dominant Set Clustering and Pooling for Multi-View 3D Object Recognition (2019) (145)
Is data clustering in adversarial settings secure? (2013) (120)
Approximating the maximum weight clique using replicator dynamics (2000) (114)
Object Detection in Aerial Images: A Large-Scale Benchmark and Challenges (2021) (105)
Learning Compatibility Coefficients for Relaxation Labeling Processes (1994) (102)
The Dynamics of Nonlinear Relaxation Labeling Processes (1997) (89)
A generalization of the Motzkin–Straus theorem to hypergraphs (2009) (84)
Grouping with Asymmetric Affinities: A Game-Theoretic Perspective (2006) (81)
Relaxation labeling networks for the maximum clique problem (1996) (81)
Polynomial-time metrics for attributed trees (2005) (81)
Content-based image retrieval with relevance feedback using random walks (2011) (79)
Matching as a non-cooperative game (2009) (79)
Dominant sets and hierarchical clustering (2003) (77)
Graph-based quadratic optimization: A fast evolutionary approach (2011) (74)
Feasible and infeasible maxima in a quadratic program for maximum clique (1996) (71)
Multi-target Tracking in Multiple Non-overlapping Cameras Using Fast-Constrained Dominant Sets (2017) (69)
Annealed replication: a new heuristic for the maximum clique problem (2002) (61)
A Game-Theoretic Probabilistic Approach for Detecting Conversational Groups (2014) (60)
New Bounds on the Clique Number of Graphs Based on Spectral Hypergraph Theory (2009) (59)
Matching Free Trees, Maximal Cliques, and Monotone Game Dynamics (2001) (57)
A Game-Theoretic Approach to Word Sense Disambiguation (2016) (55)
Evolutionary Approach to the Maximum Clique Problem: Empirical Evidence on a Larger Scale (1997) (54)
Graph Transduction as a Noncooperative Game (2012) (53)
Randomized Prediction Games for Adversarial Machine Learning (2016) (53)
Structured Labels in Random Forests for Semantic Labelling and Object Detection (2014) (53)
Probabilistic consensus clustering using evidence accumulation (2013) (52)
Detecting conversational groups in images and sequences: A robust game-theoretic approach (2016) (52)
Efficient Out-of-Sample Extension of Dominant-Set Clusters (2004) (52)
Similarity-Based Pattern Recognition (2006) (49)
Beyond partitions: Allowing overlapping groups in pairwise clustering (2008) (48)
Poisoning Complete-Linkage Hierarchical Clustering (2014) (47)
A simple feature combination method based on dominant sets (2013) (45)
A unifying framework for relational structure matching (1998) (44)
Interactive Image Segmentation Using Constrained Dominant Sets (2016) (43)
Large-Scale Image Geo-Localization Using Dominant Sets (2017) (42)
A Complementary Pivoting Approach to the Maximum Weight Clique Problem (2002) (42)
What is a Cluster ? Perspectives from Game Theory (2009) (40)
Introduction to the Special Section on Graph Algorithms in Computer Vision (2001) (40)
The Group Loss for Deep Metric Learning (2019) (37)
Metrics For Attributed Graphs Based On The Maximal Similarity Common Subgraph (2004) (37)
Deep Constrained Dominant Sets for Person Re-Identification (2019) (34)
Many-to-many Matching of Attributed Trees Using Association Graphs and Game Dynamics (2001) (33)
A game-theoretic approach to partial clique enumeration (2009) (32)
Context-Sensitive Decision Forests for Object Detection (2012) (31)
Dominant-set clustering: A review (2017) (30)
A Continuous Characterization of Maximal Cliques in k-Uniform Hypergraphs (2008) (30)
A Functional Representation for Graph Matching (2019) (29)
Similarity-Based Pattern Analysis and Recognition (2013) (28)
Generalizing the Motzkin-Straus Theorem to Edge-Weighted Graphs, with Applications to Image Segmentation (2003) (27)
A Continuous-Based Approach for Partial Clique Enumeration (2007) (27)
DeepScores-A Dataset for Segmentation, Detection and Classification of Tiny Objects (2018) (27)
Asymmetric Siamese Networks for Semantic Change Detection in Aerial Images (2022) (27)
What is a Cluster? Perspectives from Graph Theory (2009) (27)
On the dynamics of relaxation labeling processes (1994) (26)
A Black-box Adversarial Attack for Poisoning Clustering (2020) (26)
Payoff-Monotonic Game Dynamics and the Maximum Clique Problem (2006) (26)
Multi-object tracking using dominant sets (2016) (24)
Szemerédi's Regularity Lemma and Its Applications to Pairwise Clustering and Segmentation (2007) (24)
A Method of Pruning Layered Feed-Forward Neural Networks (1993) (23)
Relaxation labeling networks that solve the maximum clique problem (1995) (22)
Alhazen and the nearest neighbor rule (2014) (22)
Transductive Label Augmentation for Improved Deep Network Learning (2018) (21)
Pairwise Probabilistic Clustering Using Evidence Accumulation (2010) (20)
Dominant Sets for “Constrained” Image Segmentation (2017) (19)
Attributed tree homomorphism using association graphs (2000) (19)
Four metrics for efficiently comparing attributed trees (2004) (17)
A new density kernel in density peak based clustering (2016) (16)
Heuristics for Maximum Clique and Independent Set (2009) (16)
Spatio-temporal Segmentation Using Dominant Sets (2005) (16)
Evolutionary Hough Games for coherent object detection (2012) (16)
Matching graphs by pivoting (2003) (15)
Context aware nonnegative matrix factorization clustering (2016) (15)
Attributed tree matching and maximum weight cliques (1999) (15)
Multi-feature Fusion for Image Retrieval Using Constrained Dominant Sets (2018) (15)
Continuous-based Heuristics for Graph and Tree Isomorphisms, with Application to Computer Vision (2000) (15)
A Bayesian interpretation for the exponential correlation associative memory (1998) (15)
Asymmetric Siamese Networks for Semantic Change Detection (2020) (15)
Energy Minimization Methods in Computer Vision and Pattern Recognition (2003) (15)
Efficient computation of Ihara coefficients using the Bell polynomial recursion (2012) (14)
Simultaneous clustering and outlier detection using dominant sets (2016) (14)
A new deterministic annealing algorithm for maximum clique (2000) (14)
Constrained dominant sets for retrieval (2016) (13)
Path-Based Dominant-Set Clustering (2015) (13)
Wild Patterns Reloaded: A Survey of Machine Learning Security against Training Data Poisoning (2022) (13)
Computing the graph edit distance using dominant sets (2012) (13)
Matching Segmentation Hierarchies (2004) (13)
Revealing structure in large graphs: Szemerédi's regularity lemma and its use in pattern recognition (2016) (13)
A hypergraph-based approach to affine parameters estimation (2008) (12)
HELP: An LSTM-based approach to hyperparameter exploration in neural network learning (2021) (12)
Continuous-time relaxation labeling processes (1999) (12)
Graph Transduction as a Non-cooperative Game (2011) (12)
Pruning in Recurrent Neural Networks (1994) (11)
The combinatorics of pivoting for the maximum weight clique (2004) (11)
An evolutionary approach to training relaxation labeling processes (1995) (11)
Energy Minimization Methods in Computer Vision and Pattern Recognition (2003) (11)
Semantic Image Labelling as a Label Puzzle Game (2011) (11)
Consensus Clustering with Robust Evidence Accumulation (2013) (10)
Graph polynomials from principal pivoting (2006) (10)
Relaxation labeling processes for the traveling salesman problem (1993) (10)
A matrix factorization approach to graph compression with partial information (2015) (10)
Replicator Dynamics in Combinatorial Optimization (2009) (10)
Multi-target Tracking in Multiple Non-overlapping Cameras Using Fast-Constrained Dominant Sets (2019) (10)
Protein function prediction as a graph-transduction game (2020) (10)
Dominant-Set Clustering Using Multiple Affinity Matrices (2015) (10)
Two sides of the same coin: Improved ancient coin classification using Graph Transduction Games (2020) (10)
Energy-Latency Attacks via Sponge Poisoning (2022) (9)
On the Interplay Between Strong Regularity and Graph Densification (2017) (9)
Structured Local Predictors for image labelling (2012) (9)
Matching Free Trees with Replicator Equations (2001) (9)
Consensus Clustering Using Partial Evidence Accumulation (2013) (9)
Autoassociative learning in relaxation labeling networks (1996) (9)
Unsupervised texture segmentation by dominant sets and game dynamics (2003) (9)
Evolutionary Learning for Relaxation Labeling Processes (1993) (8)
Probabilistic Clustering Using the Baum-Eagon Inequality (2010) (8)
A new "annealed" heuristic for the maximum clique problem (2000) (8)
Probabilistic Evidence Accumulation for Clustering Ensembles (2013) (8)
Unsupervised Domain Adaptation using Graph Transduction Games (2019) (8)
On the Relation Between the Common Labelling and the Median Graph (2012) (7)
A Matrix Factorization Approach to Graph Compression (2014) (7)
LiSSA: Localized Stochastic Sensitive Autoencoders (2021) (7)
Learning Similarities from Examples Under the Evidence Accumulation Clustering Paradigm (2013) (7)
Nonlinear relaxation labeling as growth transformation (1994) (7)
Hypergraph matching via game-theoretic hypergraph clustering (2022) (7)
Special issue on Similarity-based pattern recognition (2006) (6)
A relaxation algorithm for estimating the domain of validity of feedforward neural networks (1996) (6)
A Game- Theoretic Hyper-Graph Matching Algorithm (2018) (6)
Using Dominant Sets for Object Tracking with Freely Moving Camera (2008) (6)
An Evolutionary Game Theoretic Approach to Word Sense Disambiguation (2015) (6)
Separating Structure from Noise in Large Graphs Using the Regularity Lemma (2019) (6)
ICPR2018 Contest on Object Detection in Aerial Images (ODAI-18) (2018) (6)
Backdoor Learning Curves: Explaining Backdoor Poisoning Beyond Influence Functions (2021) (6)
An optimization algorithm for determining the compatibility coefficients of relaxation labeling processes (1992) (6)
Semantic Change Detection with Asymmetric Siamese Networks (2020) (6)
How Mature Is the Field of Machine Learning? (2013) (6)
Using Dominant Sets for k-NN Prototype Selection (2013) (6)
Clustering Games (2014) (6)
Syntactic category disambiguation through relaxation processes (1991) (5)
A linear complementarity approach to graph matching (2001) (5)
Hypergraph isomorphism using association hypergraphs (2019) (5)
Characterization of Visual Object Representations in Rat Primary Visual Cortex (2018) (5)
Incremental hashing with sample selection using dominant sets (2020) (5)
Fast Population Game Dynamics for Dominant Sets and Other Quadratic Optimization Problems (2010) (5)
Machine Learning Security against Data Poisoning: Are We There Yet? (2022) (5)
Matching Relational Structures using the Edge-Association Graph (2007) (5)
Correlation Clustering with Stochastic Labellings (2013) (5)
Document Clustering Games (2016) (4)
Hierarchical Pairwise Segmentation Using Dominant Sets and Anisotropic Diffusion Kernels (2009) (4)
A Polynomial-Time Metric for Attributed Trees (2004) (4)
Pattern recognition between science and engineering: A red herring? (2015) (4)
Hierarchical matching of panoramic images (2003) (4)
WSD-games: a Game-Theoretic Algorithm for Unsupervised Word Sense Disambiguation (2015) (4)
Proceedings of the Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition - Volume 8621 (2014) (4)
Two metrics for attributed hypergraphs (2021) (3)
The Group Loss++: A Deeper Look Into Group Loss for Deep Metric Learning (2022) (3)
An asymmetric associative memory model based on relaxation labeling processes (1995) (3)
Efficiently Segmenting Images with Dominant Sets (2004) (3)
Approximating the Maximum Weight Clique Using (2000) (3)
Parallelizable Evolutionary Dynamics Principles for Solving the Maximum Clique Problem (1996) (3)
Similarity Analysis from Limiting Quantum Walks (2015) (3)
Ancient Coin Classification Using Graph Transduction Games (2018) (3)
Artificial Life and Evolutionary Computation (2017) (3)
The Hammer and the Nut: Is Bilevel Optimization Really Needed to Poison Linear Classifiers? (2021) (3)
DeepScores and Deep Watershed Detection: current state and open issues (2018) (3)
Annealed imitation: fast dynamics for maximum clique (2003) (2)
Speaker Clustering Using Dominant Sets (2018) (2)
Iterative pruning in second-order recurrent neural networks (1995) (2)
Guest Editorial Special Section on Learning in Non-(geo)metric Spaces (2016) (2)
En Plein Air Visual Agents (2015) (2)
Using simulated annealing to train relaxation labeling processes (1994) (2)
Swap Strategies for Graph Matching (2003) (2)
DSLib: An open source library for the dominant set clustering method (2020) (2)
Dominant Set Biclustering (2017) (2)
A New Spectral Bound on the Clique Number of Graphs (2010) (2)
Dominant Set Approach to ECG Biometrics (2013) (2)
Detecting conversational groups in images using clustering games (2019) (2)
Evolutionary Game Dynamics in Combinatorial Optimization: An Overview (2001) (2)
Jigsaw Puzzle Solving as a Consistent Labeling Problem (2021) (2)
Matching Hierarchical Structures (1999) (2)
Using dominant sets for data association in multi-camera tracking (2015) (2)
Integrating Boundary Information in Pairwise Segmentation (2007) (2)
Ice Core Science Meets Computer Vision: Challenges and Perspectives (2021) (2)
Graph Polynomials, Principal Piovoting, and Maximum Independent Sets (2003) (2)
Similarity-Based Pattern Recognition : Second International Workshop, SIMBAD 2013, York, UK, July 3-5, 2013. Proceedings (2013) (2)
On Association Graph Techniques for Hypergraph Matching (2018) (2)
Special issue on "Philosophical Aspects of Pattern Recognition" (2015) (2)
Graph Algorithms and Computer Vision.Special Section della rivista IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2001) (2)
Learning compatibility coefficients for word-class disambiguation relaxation processes (1992) (2)
Probabilistic prediction of parts-of-speech from word spelling using decision trees (1992) (2)
Document Clustering Games in Static and Dynamic Scenarios (2016) (1)
Computational complexity and the elusiveness of global optima (2003) (1)
Image Segmentation by Dominant Sets (2003) (1)
Weakly Supervised Semantic Segmentation Using Constrained Dominant Sets (2019) (1)
A Game-theoretic Approach for Enumerating Dominant Sets (2008) (1)
Matching Hierarchies of Segmentations (2002) (1)
Introduction: The SIMBAD Project (2013) (1)
Transductive Visual Verb Sense Disambiguation (2020) (1)
A MAP Approach to Evidence Accumulation Clustering (2013) (1)
An analysis of the exponential correlation associative memory (1996) (1)
Biclustering with dominant sets (2020) (1)
Pairwise Data Clustering Using Monotone Game Dynamics (2003) (1)
A Computer Vision System for the Automatic Inventory of a Cooler (2017) (1)
Consensus Graphs for Symmetry Plane Estimation (2008) (1)
LUAI Challenge 2021 on Learning to Understand Aerial Images (2021) (1)
A Complementary Pivoting Approach to Graph Matching (2001) (1)
Globally optimal learning for relaxation labeling by simulated annealing (1994) (1)
Towards a Holistic Theory of Pattern Recognition - A Game-theoretic Perspective (2015) (1)
Towards a Generalization of the Motzkin-Straus Theorem to Edge-weighted Graps (2002) (0)
A game theoretic approach to Disease Gene Prediction (2017) (0)
Clique Finding Relaxation Labeling Networks (1995) (0)
A Computer Vision System for Monitoring Ice-Cream Freezers (2017) (0)
Italian Machine Learning and Data Mining research: The last years (2013) (0)
Real-time detection of spike-and-wave patterns in EEG data using pruned neural networks (1997) (0)
Incremental hashing with sample selection using dominant sets (2020) (0)
Matching free trees using association graphs (2001) (0)
AnnealedImitation : FastDynamicsfor Maximum Clique Marcello Pelillo (2003) (0)
Geolocation of Cultural Heritage using Multi-View Knowledge Graph Embedding (2022) (0)
Detection of ice core particles via deep neural networks (2023) (0)
Erratum to: A MAP Approach to Evidence Accumulation Clustering (2015) (0)
Efficient Tensor Kernel methods for sparse regression (2020) (0)
Structural, Syntactic, and Statistical Pettern Recognition: S+SSPR 2014 (2014) (0)
A Game-Theoretic Approach to Graph Transduction: (2013) (0)
A matrix factorization approach to graph compression with partial information (2014) (0)
Transductional Dominant-Set Clustering using Euler Kernels (2013) (0)
Multi-Phase Relaxation Labeling for Square Jigsaw Puzzle Solving (2023) (0)
Relaxation Labeling Meets GANs: Solving Jigsaw Puzzles with Missing Borders (2022) (0)
Editorial: 2021 editors' pick: Computer science (2022) (0)
A Game-Theoretic Approach to Pairwise Clustering and Matching (2013) (0)
Handling dictation ambiguities in the production of text from large-vocabulary speech recognition (1990) (0)
Can machines learn to see without visual databases? (2021) (0)
Teaching Relaxation Labeling Processes Using Genetic Algorithms (1995) (0)
An evolutionary approach to vector quantizer design (1994) (0)
Game-theoretic hypergraph matching with density enhancement (2022) (0)
Exploiting Context in Handwriting Recognition Using Trainable Relaxation Labeling (2023) (0)
Locality-aware subgraphs for inductive link prediction in knowledge graphs (2023) (0)
Towards Parameter-Free Clustering for Real-World Data (2022) (0)
Similarity-Based Pattern Recognition: SIMBAD 2011 (2011) (0)
A Graph Transduction Game for Multi-target Tracking (2018) (0)
Fast Dominant-Set Clustering (2004) (0)
Hashing-based affinity matrix for dominant set clustering (2022) (0)
Proceedings of the Second International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition (1997) (0)
On the Usefulness of Similarity Based Projection Spaces for Transfer Learning (2018) (0)
Matching hierarchies of segmentation (2002) (0)
Matching of modified X-Y trees using monotone game dynamics (2003) (0)
Stochastic learning for relaxation labeling (1993) (0)
Selecting neural network models for economic time series prediction (1999) (0)
Learning minimal feedforward neural networks: A least-squares approach (1994) (0)
Probabilistic consensus clustering using evidence accumulation (2013) (0)
Guest Editors' Introduction to the Special Section on Energy Minimization Methods in Computer Vision and Pattern Recognition (2003) (0)
From Cliques to Equilibria: The Dominant-Set Framework for Pairwise Data Clustering (2009) (0)
Hierarchical clustering using annealed replicator equations (2003) (0)
Supplementary material: The Group Loss for Deep Metric Learning (2020) (0)
A Bayesian Framework for Associative Memories (1997) (0)
Transductive Learning Games for Word Sense Disambiguation (2017) (0)
Relaxation labeling processes for protein secondary structure prediction (2004) (0)
Game Theory and Natural Language: Origin, Evolution and Processing (2016) (0)
Proceedings of the Second international conference on Similarity-Based Pattern Recognition (2011) (0)
Editorial: Special issue on Energy Minimization Methods in Computer Vision and Pattern Recognition (2000) (0)
Two-dimensional impurity imaging in polar ice cores sparks new demand for automated image analysis (2021) (0)
Analysis of Images, Social Networks and Texts: 8th International Conference, AIST 2019, Kazan, Russia, July 17–19, 2019, Revised Selected Papers (2020) (0)
A pivoting-based heuristic for the maximum clique problem (2001) (0)

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What Schools Are Affiliated With Marcello Pelillo?

Marcello Pelillo is affiliated with the following schools: