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M

Marcello Sanguineti

institute of computer science of the czech academy of sciences

27H-index
210Paper Count
2.5KCitation Count
Published Papers 30
Publication Date
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Classification of Large Data Sets by Neural Networks: A Probabilistic Viewpoint
errARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING-ICANN 2025, PT I
IF0
err2026-01-01
err0
PREAI
errKurkova, Vera; Sanguineti, Marcello
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Diffusion Control of Wildland Fire via a Cooperative Game-Theoretic Model
errGAME THEORY FOR NETWORKS, GAMENETS 2025
IF0
err2026-01-01
err0
PREAI
errBagnerini, Patrizia; Gaggero, Mauro; Gnecco, Giorgio; Sanguineti, Marcello
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errSave
Deep Neural Networks for Graphs: Theory, Models, Algorithms, and Applications
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-04-01
err13
errOAAI
errLi, Ming; Micheli, Alessio; Wang, Yu Guang; Pan, Shirui; Lio, Pietro; Gnecco, Giorgio Stefano; Sanguineti, Marcello
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Data-driven performance metrics for neural network learning
errINTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING
IF3.8
err2023-10-20
err1
errOAAI
errAlessandri, Angelo; Gaggero, Mauro; Sanguineti, Marcello
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Approximation of classifiers by deep perceptron networks
errNEURAL NETWORKS
IF6.3
err2023-08-01
err1
errOAAI
errKurkova, Vera; Sanguineti, Marcello
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errSave
Special Issue Optimization for Machine Learning Guest Editorial
errSOFT COMPUTING
IF2.5
err2021-08-28
err0
errOAAI
errSanguineti, Marcello; Tanfani, Elena
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errSave
Correlations of random classifiers on large data sets
errSOFT COMPUTING
IF2.5
err2021-06-15
err3
PREAI
errKurkova, Vera; Sanguineti, Marcello
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errSave
Automated Analysis of the Origin of Movement: An Approach Based on Cooperative Games on Graphs
errIEEE TRANSACTIONS ON HUMAN-MACHINE SYSTEMS
IF4.4
err2020-12-01
err6
errOAAI
errKolykhalova, Ksenia; Gnecco, Giorgio; Sanguineti, Marcello; Volpe, Gualtiero; Camurri, Antonio
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errSave
Optimal Selection of Motors and Transmissions in Back-Support Exoskeleton Applications
errIEEE TRANSACTIONS ON MEDICAL ROBOTICS AND BIONICS
IF3.8
err2020-08-01
err17
PREAI
errBarjuei, Erfan Shojaei; Ardakani, M. Mahdi Ghazaei; Caldwell, Darwin G.; Sanguineti, Marcello; Ortiz, Jesus
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Public transport transfers assessment via transferable utility games and Shapley value approximation
errTRANSPORTMETRICA A-TRANSPORT SCIENCE
IF3.1
err2020-07-29
err12
PREAI
errGnecco, Giorgio; Hadas, Yuval; Sanguineti, Marcello
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errSave
Classification by Sparse Neural Networks
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2019-09-01
err14
PREAI
errKurkova, Vera; Sanguineti, Marcello
errShare
errSave
Transboundary pollution control and environmental absorption efficiency management
errANNALS OF OPERATIONS RESEARCH
IF4.5
err2018-06-09
err24
PREAI
errEl Ouardighi, Fouad; Kogan, Konstantin; Gnecco, Giorgio; Sanguineti, Marcello
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An approach to transportation network analysis via transferable utility games
errTRANSPORTATION RESEARCH PART B-METHODOLOGICAL
IF6.3
err2017-11-01
err30
PREAI
errHadas, Yuval; Gnecco, Giorgio; Sanguineti, Marcello
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errSave
Commitment-Based Equilibrium Environmental Strategies Under Time-Dependent Absorption Efficiency
errGROUP DECISION AND NEGOTIATION
IF2.5
err2017-09-04
err8
PREAI
errEl Ouardighi, Fouad; Kogan, Konstantin; Gnecco, Giorgio; Sanguineti, Marcello
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errSave
Probabilistic lower bounds for approximation by shallow perceptron networks
errNEURAL NETWORKS
IF6.3
err2017-07-01
err23
PREAI
errKurkova, Vera; Sanguineti, Marcello
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errSave
Supervised and semi-supervised classifiers for the detection of flood-prone areas
errSOFT COMPUTING
IF2.5
err2016-01-09
err18
PREAI
errGnecco, Giorgio; Morisi, Rita; Roth, Giorgio; Sanguineti, Marcello; Taramasso, Angela Celeste
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errSave
Model complexities of shallow networks representing highly varying functions
errNEUROCOMPUTING
IF6.5
err2016-01-01
err21
PREAI
errKurkova, Vera; Sanguineti, Marcello
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errSave
Learning With Mixed Hard/Soft Pointwise Constraints
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2015-09-01
err10
PREAI
errGnecco, Giorgio; Gori, Marco; Melacci, Stefano; Sanguineti, Marcello
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errSave
A theoretical framework for supervised learning from regions
errNEUROCOMPUTING
IF6.5
err2014-04-01
err10
errOAAI
errGnecco, Giorgio; Gori, Marco; Melacci, Stefano; Sanguineti, Marcello
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errSave
Evaluation of the Average Packet Delivery Delay in Highly-Disrupted Networks: The DTN and IP-like Protocol Cases
errIEEE COMMUNICATIONS LETTERS
IF4.4
err2014-03-01
err10
PREAI
errCello, Marco; Gnecco, Giorgio; Marchese, Mario; Sanguineti, Marcello
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Research Directions

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Co-authors
Cooperation Journals
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Darwin G. Caldwell
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Píetro Lió
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Shirui Pan (Shirui Pan)
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H-index: 47 · Papers: 516
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李明 (Ming Li)
H-index: 42 · Papers: 373
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