Giuliano Grossi

Giorgio Valentini

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

Worldly Eyes on Video: Learnt vs. Reactive Deployment of Attention to Dynamic Stimuli.

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[DOI]

Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

A Parallel MCMC Algorithm for the Balanced Graph Coloring Problem.

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Proceedings of the Graph-Based Representations in Pattern Recognition, 2019

2018

Deep Construction of an Affective Latent Space via Multimodal Enactment.

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IEEE Trans. Cogn. Dev. Syst., 2018

A GPU-based algorithm for fast node label learning in large and unbalanced biomolecular networks.

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BMC Bioinform., 2018

Predictive Sampling of Facial Expression Dynamics Driven by a Latent Action Space.

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[DOI]

Proceedings of the 14th International Conference on Signal-Image Technology & Internet-Based Systems, 2018

Give Ear to My Face: Modelling Multimodal Attention to Social Interactions.

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[DOI]

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

A Graphical Tool for the Exploration and Visual Analysis of Biomolecular Networks.

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[DOI]

Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2018

Committee-Based Active Learning to Select Negative Examples for Predicting Protein Functions.

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Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2018

Single Sample Face Recognition by Sparse Recovery of Deep-Learned LDA Features.

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Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2018

2017

Sparse decomposition by iterating Lipschitzian-type mappings.

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Theor. Comput. Sci., 2017

A Note on Modelling a Somatic Motor Space for Affective Facial Expressions.

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Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2017, 2017

Taking the Hidden Route: Deep Mapping of Affect via 3D Neural Networks.

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[DOI]

Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2017, 2017

Virtual EMG via Facial Video Analysis.

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Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

2016

Robust Face Recognition Providing the Identity and Its Reliability Degree Combining Sparse Representation and Multiple Features.

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[DOI]

Jianyi Lin

Int. J. Pattern Recognit. Artif. Intell., 2016

GPU-based VP8 encoding: Performance in native and virtualized environments.

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[DOI]

Proceedings of the 2016 International Conference on Telecommunications and Multimedia, 2016

Hardware-accelerated high-resolution video coding in Virtual Network Functions.

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Proceedings of the European Conference on Networks and Communications, 2016

2015

Robust face recognition using sparse representation in LDA space.

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[DOI]

Mach. Vis. Appl., 2015

High-rate compression of ECG signals by an accuracy-driven sparsity model relying on natural basis.

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[DOI]

Jianyi Lin

Digit. Signal Process., 2015

ECG compression retaining the best natural basis k-coefficients via sparse decomposition.

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[DOI]

Biomed. Signal Process. Control., 2015

A Selection Module for Large-Scale Face Recognition Systems.

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[DOI]

Jianyi Lin

Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015

2013

Local features and sparse representation for face recognition with partial occlusions.

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[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2013

Face Recognition in Uncontrolled Conditions Using Sparse Representation and Local Features.

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[DOI]

Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

2012

Sparse Representation Based Classification for Face Recognition by k-LiMapS Algorithm.

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[DOI]

Proceedings of the Image and Signal Processing - 5th International Conference, 2012

2011

Sparsity recovery by iterative orthogonal projections of nonlinear mappings.

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[DOI]

Proceedings of the 2011 IEEE International Symposium on Signal Processing and Information Technology, 2011

A fixed-point iterative schema for error minimization in k-sparse decomposition.

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Proceedings of the 2011 IEEE International Symposium on Signal Processing and Information Technology, 2011

2010

Learning functional linkage networks with a cost-sensitive approach.

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Proceedings of the Neural Nets WIRN10, 2010

Hub-betweenness analysis in delay tolerant networks inferred by real traces.

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Proceedings of the 8th International Symposium on Modeling and Optimization in Mobile, Ad-Hoc and Wireless Networks (WiOpt 2010), May 31, 2010

Trade-off between hops and delays in hub-based forwarding in DTNs.

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Proceedings of the 3rd IFIP Wireless Days Conference 2010, 2010

Random Pruning of Blockwise Stationary Mixtures for Online BSS.

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[DOI]

Proceedings of the Latent Variable Analysis and Signal Separation, 2010

2009

Experimental Analysis of Graph-based Answer Set Computation over Parallel and Distributed Architectures.

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J. Log. Comput., 2009

Adaptiveness in Monotone Pseudo-Boolean Optimization and Stochastic Neural Computation.

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[DOI]

Int. J. Neural Syst., 2009

2008

FPGA implementation of a stochastic neural network for monotonic pseudo-Boolean optimization.

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[DOI]

Neural Networks, 2008

Experimental validation of a 2-level social mobility model in opportunistic networks.

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[DOI]

Proceedings of the 1st IFIP Wireless Days, 2008

A two-level social mobility model for trace generation.

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[DOI]

Sabrina Gaito

Proceedings of the 9th ACM Interational Symposium on Mobile Ad Hoc Networking and Computing, 2008

2007

FPGA Implementation of an Adaptive Stochastic Neural Model.

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[DOI]

Proceedings of the Artificial Neural Networks, 2007

Speeding Up FastICA by Mixture Random Pruning.

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[DOI]

Sabrina Gaito

Proceedings of the Independent Component Analysis and Signal Separation, 2007

2006

Solving maximum independent set by asynchronous distributed hopfield-type neural networks.

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[DOI]

Massimo Marchi

Roberto Posenato

RAIRO Theor. Informatics Appl., 2006

A Discrete Adaptive Stochastic Neural Model for Constrained Optimization.

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[DOI]

Proceedings of the Artificial Neural Networks, 2006

2005

A New Algorithm for Answer Set Computation.

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[DOI]

Massimo Marchi

Proceedings of the Answer Set Programming, 2005

2002

A Neural Algorithm for the Maximum Clique Problem: Analysis, Experiments, and Circuit Implementation.

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[DOI]

Algorithmica, 2002

A Distributed Algorithm for Max Independent Set Problem Based on Hopfield Networks.

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[DOI]

Roberto Posenato

Proceedings of the Neural Nets, 13th Italian Workshop on Neural Nets, 2002

2001

An approximation algorithm for the maximum cut problem and its experimental analysis.

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[DOI]

Discret. Appl. Math., 2001

Solving Min Vertex Cover with Iterated Hopfield Networks.

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[DOI]

Proceedings of the 12th Italian Workshop on Neural Nets, 2001

The Prospect for Answer Sets Computation by a Genetic Model.

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Proceedings of the Answer Set Programming, 2001

2000

A Genetic Model: Analysis and Application to MAXSAT.

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[DOI]

Evol. Comput., 2000

1997

A Neural Algorithm for MAX-2SAT: Performance Analysis and Circuit Implementation.

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[DOI]

Maria Alberta Alberti

Neural Networks, 1997

A Discrete Neural Algorithm for the Maximum Clique Problem: Analysis and Circuit Implementation.

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