Giuseppe Nicosia

140 papers A* 3A 2B 10C 5Misc 2Journal 49Unranked 43
YearRankTypeTitle / Venue / Authors
2026 J jnl
Systematic Characterization of Minimal Deep Learning Architectures: A Unified Analysis of Convergence, Pruning, and Quantization.
CoRR
Ziwei Zheng, Huizhi Liang, Václav Snásel, Vito Latora, Panos M. Pardalos, Giuseppe Nicosia, Varun Ojha
2025 — conf
Alignment and Complementarity Between AI-FSM and ASPICE MLE: Findings from the Assessment of the SAFEXPLAIN Railway Demo.
PROFES (Workshop)
Carlo Donzella, Giuseppe Nicosia, Fabio Bella, Irune Agirre, Javier Fernández, Lorea Belategi, Joanes Plazaola
2025 J jnl
Gradient Similarity Surgery in Multi-Task Deep Learning.
CoRR
Thomas Borsani, Andrea Rosani, Giuseppe Nicosia, Giuseppe Di Fatta
2025 — conf
Gradient Similarity Surgery in Multi-task Deep Learning.
ECML/PKDD (8)
Thomas Borsani, Andrea Rosani, Giuseppe Nicosia, Giuseppe Di Fatta
2025 — ed.
Machine Learning, Optimization, and Data Science - 10th International Conference, LOD 2024, Castiglione della Pescaia, Italy, September 22-25, 2024, Revised Selected Papers, Part I
LOD (1)
Giuseppe Nicosia, Varun Ojha, Sven Giesselbach, Panos M. Pardalos, Renato Umeton
2025 — ed.
Machine Learning, Optimization, and Data Science - 10th International Conference, LOD 2024, Castiglione della Pescaia, Italy, September 22-25, 2024, Revised Selected Papers, Part II
LOD (2)
Giuseppe Nicosia, Varun Ojha, Sven Giesselbach, Panos M. Pardalos, Renato Umeton
2025 — ed.
Machine Learning, Optimization, and Data Science - 10th International Conference, LOD 2024, Castiglione della Pescaia, Italy, September 22-25, 2024, Revised Selected Papers, Part III
LOD (3)
Giuseppe Nicosia, Varun Ojha, Sven Giesselbach, Panos M. Pardalos, Renato Umeton
2025 J jnl
On the Koopman-Based Generalization Bounds for Multi-Task Deep Learning.
CoRR
Mahdi Mohammadigohari, Giuseppe Di Fatta, Giuseppe Nicosia, Panos M. Pardalos
2025 J jnl
Operator-Based Generalization Bound for Deep Learning: Insights on Multi-Task Learning.
CoRR
Mahdi Mohammadigohari, Giuseppe Di Fatta, Giuseppe Nicosia, Panos M. Pardalos
2025 C conf
SAFEXPLAIN: a Complete Approach Towards Trustworthy AI-Based Safety-Critical Systems.
DSD
Jaume Abella, Irune Agirre, Thanh Hai Bui, Frank Geujen, Gabriele Giordana, Carlo Donzella, Francisco J. Cazorla, Enrico Mezzetti, Axel Brando, Javier Fernández, Irune Yarza, Joanes Plazaola, Robert Lowe, Maria Ulan, Rob Lavreysen, Lucas Tosi, Ilaria Bloise, Lorenzo Feruglio, Ilaria Cinelli, Stefano Lodico, William Guarienti, Giuseppe Nicosia, Valeria Dallara
2024 A* conf
Deep Neural Networks via Complex Network Theory: A Perspective.
IJCAI
Emanuele La Malfa, Gabriele La Malfa, Giuseppe Nicosia, Vito Latora
2024 J jnl
Deep Neural Networks via Complex Network Theory: a Perspective.
CoRR
Emanuele La Malfa, Gabriele La Malfa, Giuseppe Nicosia, Vito Latora
2024 J jnl
Fragility, robustness and antifragility in deep learning.
Artif. Intell.
Chandresh Pravin, Ivan Martino, Giuseppe Nicosia, Varun Ojha
2024 — ed.
Machine Learning, Optimization, and Data Science - 9th International Conference, LOD 2023, Grasmere, UK, September 22-26, 2023, Revised Selected Papers, Part I
LOD (1)
Giuseppe Nicosia, Varun Ojha, Emanuele La Malfa, Gabriele La Malfa, Panos M. Pardalos, Renato Umeton
2024 — ed.
Machine Learning, Optimization, and Data Science - 9th International Conference, LOD 2023, Grasmere, UK, September 22-26, 2023, Revised Selected Papers, Part II
LOD (2)
Giuseppe Nicosia, Varun Ojha, Emanuele La Malfa, Gabriele La Malfa, Panos M. Pardalos, Renato Umeton
2024 J jnl
On Learnable Parameters of Optimal and Suboptimal Deep Learning Models.
CoRR
Ziwei Zheng, Huizhi Liang, Václav Snásel, Vito Latora, Panos M. Pardalos, Giuseppe Nicosia, Varun Ojha
2024 J jnl
Security Assessment of Hierarchical Federated Deep Learning.
CoRR
Duaa S. Alqattan, R. Sun, H. Liang, Giuseppe Nicosia, Václav Snásel, Rajiv Ranjan, Varun Ojha
2023 J jnl
Adaptive search space decomposition method for pre- and post-buckling analyses of space truss structures.
Eng. Appl. Artif. Intell.
Varun Ojha, Bartolomeo Pantò, Giuseppe Nicosia
2023 J jnl
Fragility, Robustness and Antifragility in Deep Learning.
CoRR
Chandresh Pravin, Ivan Martino, Giuseppe Nicosia, Varun Ojha
2023 — conf
Improved Filter-Based Feature Selection Using Correlation and Clustering Techniques.
LOD (1)
Akhila Atmakuru, Giuseppe Di Fatta, Giuseppe Nicosia, Atta Badii
2023 — ed.
Machine Learning, Optimization, and Data Science - 8th International Workshop, LOD 2022, Certosa di Pontignano, Italy, September 19-22, 2022, Revised Selected Papers, Part I
LOD (1)
Giuseppe Nicosia, Varun Ojha, Emanuele La Malfa, Gabriele La Malfa, Panos M. Pardalos, Giuseppe Di Fatta, Giovanni Giuffrida, Renato Umeton
2023 — ed.
Machine Learning, Optimization, and Data Science - 8th International Workshop, LOD 2022, Certosa di Pontignano, Italy, September 19-22, 2022, Revised Selected Papers, Part II
LOD (2)
Giuseppe Nicosia, Varun Ojha, Emanuele La Malfa, Gabriele La Malfa, Panos M. Pardalos, Giuseppe Di Fatta, Giovanni Giuffrida, Renato Umeton
2023 — conf
Sensitivity Analysis for Feature Importance in Predicting Alzheimer's Disease.
LOD (2)
Akhila Atmakuru, Giuseppe Di Fatta, Giuseppe Nicosia, Ali Varzandian, Atta Badii
2022 J jnl
Adaptive search space decomposition method for pre- and post- buckling analyses of space truss structures.
CoRR
Varun Ojha, Bartolomeo Pantò, Giuseppe Nicosia
2022 J jnl
Adversarial Robustness in Deep Learning: Attacks on Fragile Neurons.
CoRR
Chandresh Pravin, Ivan Martino, Giuseppe Nicosia, Varun Ojha
2022 J jnl
Assessing Ranking and Effectiveness of Evolutionary Algorithm Hyperparameters Using Global Sensitivity Analysis Methodologies.
CoRR
Varun Ojha, Jon Timmis, Giuseppe Nicosia
2022 J jnl
Assessing ranking and effectiveness of evolutionary algorithm hyperparameters using global sensitivity analysis methodologies.
Swarm Evol. Comput.
Varun Ojha, Jon Timmis, Giuseppe Nicosia
2022 J jnl
Backpropagation Neural Tree.
CoRR
Varun Ojha, Giuseppe Nicosia
2022 J jnl
Backpropagation Neural Tree.
Neural Networks
Varun Ojha, Giuseppe Nicosia
2022 J jnl
Deep Neural Networks as Complex Networks.
CoRR
Emanuele La Malfa, Gabriele La Malfa, Claudio Caprioli, Giuseppe Nicosia, Vito Latora
2022 J jnl
Guest Editorial: Deep Learning For Genomics.
IEEE ACM Trans. Comput. Biol. Bioinform.
Barbara Di Camillo, Giuseppe Nicosia
2022 — conf
Inferring Pathological Metabolic Patterns in Breast Cancer Tissue from Genome-Scale Models.
LOD (1)
Matteo N. Amaradio, Giorgio Jansen, Varun Ojha, Jole Costanza, Giuseppe Di Fatta, Giuseppe Nicosia
2022 — ed.
Machine Learning, Optimization, and Data Science - 7th International Conference, LOD 2021, Grasmere, UK, October 4-8, 2021, Revised Selected Papers, Part I
LOD
Giuseppe Nicosia, Varun Ojha, Emanuele La Malfa, Gabriele La Malfa, Giorgio Jansen, Panos M. Pardalos, Giovanni Giuffrida, Renato Umeton
2022 — ed.
Machine Learning, Optimization, and Data Science - 7th International Conference, LOD 2021, Grasmere, UK, October 4-8, 2021, Revised Selected Papers, Part II
LOD
Giuseppe Nicosia, Varun Ojha, Emanuele La Malfa, Gabriele La Malfa, Giorgio Jansen, Panos M. Pardalos, Giovanni Giuffrida, Renato Umeton
2021 — conf
Adversarial Robustness in Deep Learning: Attacks on Fragile Neurons.
ICANN (1)
Chandresh Pravin, Ivan Martino, Giuseppe Nicosia, Varun Ojha
2021 B conf
Characterizing Learning Dynamics of Deep Neural Networks via Complex Networks.
ICTAI
Emanuele La Malfa, Gabriele La Malfa, Giuseppe Nicosia, Vito Latora
2021 J jnl
Characterizing Learning Dynamics of Deep Neural Networks via Complex Networks.
CoRR
Emanuele La Malfa, Gabriele La Malfa, Giuseppe Nicosia, Vito Latora
2021 — conf
Distilling Financial Models by Symbolic Regression.
LOD
Gabriele La Malfa, Emanuele La Malfa, Roman V. Belavkin, Panos M. Pardalos, Giuseppe Nicosia
2021 — conf
Multivariate LSTM for Stock Market Volatility Prediction.
LOD
Osama Assaf, Giuseppe Di Fatta, Giuseppe Nicosia
2021 B conf
Sensitivity Analysis for Deep Learning: Ranking Hyper-parameter Influence.
ICTAI
Rhian Taylor, Varun Ojha, Ivan Martino, Giuseppe Nicosia
2020 J jnl
Guest Editorial Data Science in Smart Healthcare: Challenges and Opportunities.
IEEE J. Biomed. Health Informatics
Barbara Di Camillo, Giuseppe Nicosia, Francesca Buffa, Benny Lo
2020 — ed.
Machine Learning, Optimization, and Data Science - 6th International Conference, LOD 2020, Siena, Italy, July 19-23, 2020, Revised Selected Papers, Part I
LOD (1)
Giuseppe Nicosia, Varun Ojha, Emanuele La Malfa, Giorgio Jansen, Vincenzo Sciacca, Panos M. Pardalos, Giovanni Giuffrida, Renato Umeton
2020 — ed.
Machine Learning, Optimization, and Data Science - 6th International Conference, LOD 2020, Siena, Italy, July 19-23, 2020, Revised Selected Papers, Part II
LOD (2)
Giuseppe Nicosia, Varun Ojha, Emanuele La Malfa, Giorgio Jansen, Vincenzo Sciacca, Panos M. Pardalos, Giovanni Giuffrida, Renato Umeton
2020 B conf
Multi-Objective Optimisation of Multi-Output Neural Trees.
CEC
Varun Ojha, Giuseppe Nicosia
2020 J jnl
Multi-Objective Optimisation of Multi-Output Neural Trees.
CoRR
Varun Ojha, Giuseppe Nicosia
2020 — conf
Pareto Multi-task Deep Learning.
ICANN (2)
Salvatore Danilo Riccio, Deyan Dyankov, Giorgio Jansen, Giuseppe Di Fatta, Giuseppe Nicosia
2019 — conf
Assessing Algorithm Parameter Importance Using Global Sensitivity Analysis.
SEA²
Alessio Greco, Salvatore Danilo Riccio, Jon Timmis, Giuseppe Nicosia
2019 C ed.
IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2019, Siena, Italy, July 9-11, 2019
CIBCB
Giacomo Baruzzo, Sebastian Daberdaku, Barbara Di Camillo, Simone Furini, Emanuele Domenico Giordano, Giuseppe Nicosia
2019 — ed.
Machine Learning, Optimization, and Data Science - 4th International Conference, LOD 2018, Volterra, Italy, September 13-16, 2018, Revised Selected Papers
LOD
Giuseppe Nicosia, Panos M. Pardalos, Giovanni Giuffrida, Renato Umeton, Vincenzo Sciacca
2019 — ed.
Machine Learning, Optimization, and Data Science - 5th International Conference, LOD 2019, Siena, Italy, September 10-13, 2019, Proceedings
LOD
Giuseppe Nicosia, Panos M. Pardalos, Renato Umeton, Giovanni Giuffrida, Vincenzo Sciacca
2019 J jnl
Multi-objective optimization of genome-scale metabolic models: the case of ethanol production.
Ann. Oper. Res.
Andrea Patané, Giorgio Jansen, Piero Conca, Giovanni Carapezza, Jole Costanza, Giuseppe Nicosia
2019 — conf
Multi-task Learning by Pareto Optimality.
LOD
Deyan Dyankov, Salvatore Danilo Riccio, Giuseppe Di Fatta, Giuseppe Nicosia
2018 J jnl
Conformational Sampling of a Biomolecular Rugged Energy Landscape.
IEEE ACM Trans. Comput. Biol. Bioinform.
Jakub Rydzewski, Rafal Jakubowski, Giuseppe Nicosia, Wieslaw Nowak
2018 J jnl
Enhancing quantum efficiency of thin-film silicon solar cells by Pareto optimality.
J. Glob. Optim.
Andrea Patanè, Andrea Santoro, Vittorio Romano, Antonino La Magna, Giuseppe Nicosia
2018 — ed.
Machine Learning, Optimization, and Big Data - Third International Conference, MOD 2017, Volterra, Italy, September 14-17, 2017, Revised Selected Papers
MOD
Giuseppe Nicosia, Panos M. Pardalos, Giovanni Giuffrida, Renato Umeton
2017 J jnl
Multi-objective optimization and analysis for the design space exploration of analog circuits and solar cells.
Eng. Appl. Artif. Intell.
Andrea Patanè, Andrea Santoro, Piero Conca, Giovanni Carapezza, Antonino La Magna, Vittorio Romano, Giuseppe Nicosia
2016 — ed.
Machine Learning, Optimization, and Big Data - Second International Workshop, MOD 2016, Volterra, Italy, August 26-29, 2016, Revised Selected Papers
MOD
Panos M. Pardalos, Piero Conca, Giovanni Giuffrida, Giuseppe Nicosia
2016 — conf
Metabolic Circuit Design Automation by Multi-objective BioCAD.
MOD
Andrea Patané, Piero Conca, Giovanni Carapezza, Andrea Santoro, Jole Costanza, Giuseppe Nicosia
2015 J jnl
Advances in Artificial Life: Synthesis and Simulation of Living Systems: Editorial.
Artif. Life
Pietro Liò, Orazio Miglino, Giuseppe Nicosia, Stefano Nolfi, Mario Pavone
2015 J jnl
Analysis and design of molecular machines.
Theor. Comput. Sci.
Claudio Angione, Jole Costanza, Giovanni Carapezza, Pietro Liò, Giuseppe Nicosia
2015 — conf
Automatic Tuning of Algorithms Through Sensitivity Minimization.
MOD
Piero Conca, Giovanni Stracquadanio, Giuseppe Nicosia
2015 — conf
Characterization of the \#k # k -SAT Problem in Terms of Connected Components.
MOD
Giuseppe Nicosia, Piero Conca
2015 — conf
Multi-objective Modeling of Ground Deformation and Gravity Changes of Volcanic Eruptions.
MOD
Piero Conca, Gilda Currenti, Giovanni Carapezza, Ciro Del Negro, Jole Costanza, Giuseppe Nicosia
2015 J jnl
Pareto Optimal Design for Synthetic Biology.
IEEE Trans. Biomed. Circuits Syst.
Andrea Patane, Andrea Santoro, Jole Costanza, Giovanni Carapezza, Giuseppe Nicosia
2014 — conf
Programming Living Machines: The Case Study of Escherichia Coli.
Living Machines
Jole Costanza, Luca Zammataro, Giuseppe Nicosia
2014 J jnl
Satisfiability by Maxwell-Boltzmann and Bose-Einstein Statistical Distributions.
ACM J. Exp. Algorithmics
Claudio Angione, Annalisa Occhipinti, Giuseppe Nicosia
2013 J jnl
Bose-Einstein Condensation in Satisfiability Problems
CoRR
Claudio Angione, Annalisa Occhipinti, Giovanni Stracquadanio, Giuseppe Nicosia
2013 J jnl
Bose-Einstein condensation in satisfiability problems.
Eur. J. Oper. Res.
Claudio Angione, Annalisa Occhipinti, Giovanni Stracquadanio, Giuseppe Nicosia
2013 J jnl
Design and strain selection criteria for bacterial communication networks.
Nano Commun. Networks
Claudio Angione, Giovanni Carapezza, Jole Costanza, Pietro Liò, Giuseppe Nicosia
2013 — ed.
Learning and Intelligent Optimization - 7th International Conference, LION 7, Catania, Italy, January 7-11, 2013, Revised Selected Papers
LION
Giuseppe Nicosia, Panos M. Pardalos
2013 — conf
Multi objective design for bacterial communication networks.
ICC Workshops
Claudio Angione, Giovanni Carapezza, Jole Costanza, Pietro Liò, Giuseppe Nicosia
2013 J jnl
Pareto Optimality in Organelle Energy Metabolism Analysis.
IEEE ACM Trans. Comput. Biol. Bioinform.
Claudio Angione, Giovanni Carapezza, Jole Costanza, Pietro Liò, Giuseppe Nicosia
2013 A* conf
Pareto epsilon-dominance and identifiable solutions for BioCAD modeling.
DAC
Claudio Angione, Jole Costanza, Giovanni Carapezza, Pietro Liò, Giuseppe Nicosia
2013 — ed.
Proceedings of the Twelfth European Conference on the Synthesis and Simulation of Living Systems: Advances in Artificial Life, ECAL 2013, Sicily, Italy, September 2-6, 2013
ECAL
Pietro Liò, Orazio Miglino, Giuseppe Nicosia, Stefano Nolfi, Mario Pavone
2013 J jnl
Semiconductor device design using the BiMADS algorithm.
J. Comput. Phys.
Giovanni Stracquadanio, Vittorio Romano, Giuseppe Nicosia
2012 — ed.
Artificial Immune Systems - 11th International Conference, ICARIS 2012, Taormina, Italy, August 28-31, 2012. Proceedings
ICARIS
Carlos A. Coello Coello, Julie Greensmith, Natalio Krasnogor, Pietro Liò, Giuseppe Nicosia, Mario Pavone
2012 J jnl
Clonal selection: an immunological algorithm for global optimization over continuous spaces.
J. Glob. Optim.
Mario Pavone, Giuseppe Narzisi, Giuseppe Nicosia
2012 — conf
Computing with Metabolic Machines.
Turing-100
Claudio Angione, Giovanni Carapezza, Jole Costanza, Pietro Liò, Giuseppe Nicosia
2012 — conf
Global Optimization for Algebraic Geometry - Computing Runge-Kutta Methods.
LION
Ivan Martino, Giuseppe Nicosia
2012 J jnl
How to Compute with Metabolism in Bacteria?
ERCIM News
Claudio Angione, Pietro Liò, Giuseppe Nicosia
2012 — conf
Multi-objective Optimisation, Sensitivity and Robustness Analysis in FBA Modelling.
CMSB
Jole Costanza, Giovanni Carapezza, Claudio Angione, Pietro Liò, Giuseppe Nicosia
2012 J jnl
OREMPdb: a semantic dictionary of computational pathway models.
BMC Bioinform.
Renato Umeton, Giuseppe Nicosia, C. Forbes Dewey Jr.
2012 — ed.
Parallel Problem Solving from Nature - PPSN XII - 12th International Conference, Taormina, Italy, September 1-5, 2012, Proceedings, Part I
PPSN (1)
Carlos A. Coello Coello, Vincenzo Cutello, Kalyanmoy Deb, Stephanie Forrest, Giuseppe Nicosia, Mario Pavone
2012 — ed.
Parallel Problem Solving from Nature - PPSN XII - 12th International Conference, Taormina, Italy, September 1-5, 2012, Proceedings, Part II
PPSN (2)
Carlos A. Coello Coello, Vincenzo Cutello, Kalyanmoy Deb, Stephanie Forrest, Giuseppe Nicosia, Mario Pavone
2012 J jnl
Robust design of microbial strains.
Bioinform.
Jole Costanza, Giovanni Carapezza, Claudio Angione, Pietro Liò, Giuseppe Nicosia
2011 — ed.
Artificial Immune Systems - 10th International Conference, ICARIS 2011, Cambridge, UK, July 18-21, 2011. Proceedings
ICARIS
Pietro Liò, Giuseppe Nicosia, Thomas Stibor
2011 J jnl
Computational energy-based redesign of robust proteins.
Comput. Chem. Eng.
Giovanni Stracquadanio, Giuseppe Nicosia
2011 — conf
Design of Robust Space Trajectories.
SGAI Conf.
Giovanni Stracquadanio, Angelo La Ferla, Matteo De Felice, Giuseppe Nicosia
2011 A* conf
Design of robust metabolic pathways.
DAC
Renato Umeton, Giovanni Stracquadanio, Anilkumar Sorathiya, Pietro Liò, Alessio Papini, Giuseppe Nicosia
2011 — conf
Effective calibration of artificial gene regulatory networks.
ECAL
Davide Agostini, Jole Costanza, Vincenzo Cutello, Luca Zammataro, Natalio Krasnogor, Mario Pavone, Giuseppe Nicosia
2011 — conf
Large Scale Agent-Based Modeling of the Humoral and Cellular Immune Response.
ICARIS
Giovanni Stracquadanio, Renato Umeton, Jole Costanza, Viviana Annibali, Rosella Mechelli, Mario Pavone, Luca Zammataro, Giuseppe Nicosia
2011 J jnl
On discrete models and immunological algorithms for protein structure prediction.
Nat. Comput.
Vincenzo Cutello, Giuseppe Morelli, Giuseppe Nicosia, Mario Pavone, Giuseppe Scollo
2010 — conf
An Immunological Algorithm for Doping Profile Optimization in Semiconductors Design.
ICARIS
Giovanni Stracquadanio, Concetta Drago, Vittorio Romano, Giuseppe Nicosia
2010 — conf
An Information-Theoretic Approach for Clonal Selection Algorithms.
ICARIS
Vincenzo Cutello, Giuseppe Nicosia, Mario Pavone, Giovanni Stracquadanio
2010 C conf
Analysis and Optimization of C3 Photosynthetic Carbon Metabolism.
BIBE
Giovanni Stracquadanio, Renato Umeton, Alessio Papini, Pietro Liò, Giuseppe Nicosia
2010 B conf
Effective design of semiconductor devices using evolutionary-based derivative free optimization.
IEEE Congress on Evolutionary Computation
Giovanni Stracquadanio, Concetta Drago, Vittorio Romano, Giuseppe Nicosia
2010 B conf
Entropic divergence for population based optimization algorithms.
IEEE Congress on Evolutionary Computation
Vincenzo Cutello, Giuseppe Nicosia, Mario Pavone, Giovanni Stracquadanio
2010 A conf
Multi-objective optimization of doping profile in semiconductor design.
GECCO
Giovanni Stracquadanio, Concetta Drago, Vittorio Romano, Giuseppe Nicosia
2010 J jnl
Special issue on Nature Inspired Cooperative Strategies for Optimisation (NICSO).
Nat. Comput.
Natalio Krasnogor, Giuseppe Nicosia, Mario Pavone, David A. Pelta
2009 B conf
A Design-for-Yield Algorithm to Assess and Improve the Structural and Energetic Robustness of Proteins and Drugs.
SEA
Giuseppe Nicosia, Giovanni Stracquadanio
2009 — conf
Nominal-Yield-Area Tradeoff in Automatic Synthesis of Analog Circuits: A Genetic Programming Approach Using Immune-Inspired Operators.
AHS
Piero Conca, Giuseppe Nicosia, Giovanni Stracquadanio, Jon Timmis
2008 — conf
An Advanced Clonal Selection Algorithm with Ad-Hoc Network-Based Hypermutation Operators for Synthesis of Topology and Sizing of Analog Electrical Circuits.
ICARIS
Angelo Ciccazzo, Piero Conca, Giuseppe Nicosia, Giovanni Stracquadanio
2008 J jnl
An evolutionary algorithm-based approach to robust analog circuit design using constrained multi-objective optimization.
Knowl. Based Syst.
Giuseppe Nicosia, Salvatore Rinaudo, Eva Sciacca
2008 — ch.
Artificial Immune Systems in Bioinformatics.
Computational Intelligence in Biomedicine and Bioinformatics
Vitoantonio Bevilacqua, Filippo Menolascina, Roberto Teixeira Alves, Stefania Tommasi, Giuseppe Mastronardi, Myriam Regattieri Delgado, Angelo Paradiso, Giuseppe Nicosia, Alex Alves Freitas
2008 — ch.
Computational Studies of Peptide and Protein Structure Prediction Problems via Multiobjective Evolutionary Algorithms.
Multiobjective Problem Solving from Nature
Vincenzo Cutello, Giuseppe Narzisi, Giuseppe Nicosia
2008 — book
Nature Inspired Cooperative Strategies for Optimization (NICSO 2007)
NICSO
Natalio Krasnogor, Giuseppe Nicosia, Mario Pavone, David A. Pelta
2008 C conf
Robust parameter identification for biological circuit calibration.
BIBE
Giuseppe Nicosia, Eva Sciacca
2007 — conf
An Evolutionary Algorithm-Based Approach to Robust Analog Circuit Design using Constrained Multi-Objective Optimization.
SGAI Conf.
Giuseppe Nicosia, Salvatore Rinaudo, Eva Sciacca
2007 J jnl
An Immune Algorithm for Protein Structure Prediction on Lattice Models.
IEEE Trans. Evol. Comput.
Vincenzo Cutello, Giuseppe Nicosia, Mario Pavone, Jonathan Timmis
2007 J jnl
An immune algorithm with stochastic aging and kullback entropy for the chromatic number problem.
J. Comb. Optim.
Vincenzo Cutello, Giuseppe Nicosia, Mario Pavone
2007 J jnl
Determination of protein structure and dynamics combining immune algorithms and pattern search methods.
Nat. Comput.
Angelo Marcello Anile, Vincenzo Cutello, Giuseppe Narzisi, Giuseppe Nicosia, Salvatore Spinella
2007 — conf
Experimental Analysis of the Aging Operator for Static and Dynamic Optimisation Problems.
KES (3)
Mario Castrogiovanni, Giuseppe Nicosia, Rosario Rascunà
2007 — conf
Foundations of Immunocomputing.
FOCI
Alexander O. Tarakanov, Giuseppe Nicosia
2007 C conf
Generalized Pattern Search and Mesh Adaptive Direct Search Algorithms for Protein Structure Prediction.
WABI
Giuseppe Nicosia, Giovanni Stracquadanio
2007 — conf
Immune Algorithm Versus Differential Evolution: A Comparative Case Study Using High Dimensional Function Optimization.
ICANNGA (1)
Vincenzo Cutello, Natalio Krasnogor, Giuseppe Nicosia, Mario Pavone
2007 — conf
On the Convergence of Immune Algorithms.
FOCI
Vincenzo Cutello, Giuseppe Nicosia, Mario Romeo, Pietro S. Oliveto
2006 — conf
A Parallel Immune Algorithm for Global Optimization.
Intelligent Information Systems
Vincenzo Cutello, Giuseppe Nicosia, Emilio Pavia
2006 — conf
Aligning Multiple Protein Sequences by Hybrid Clonal Selection Algorithm with Insert-Remove-Gaps and BlockShuffling Operators.
ICARIS
Vincenzo Cutello, D. Lee, Giuseppe Nicosia, Mario Pavone, I. Prizzi
2006 Misc conf
Analysis of an evolutionary algorithm with HyperMacromutation and stop at first constructive mutation heuristic for solving trap functions.
SAC
Vincenzo Cutello, Giuseppe Nicosia, Pietro S. Oliveto
2006 — conf
Clonal Selection Algorithm with Dynamic Population Size for Bimodal Search Spaces.
ICNC (1)
Vincenzo Cutello, D. Lee, S. Leone, Giuseppe Nicosia, Mario Pavone
2006 J jnl
Multi-Objective Evolutionary Algorithms and Pattern Search Methods for Circuit Design Problems.
J. Univers. Comput. Sci.
Tonio Biondi, Angelo Ciccazzo, Vincenzo Cutello, Santo D'Antona, Giuseppe Nicosia, Salvatore Spinella
2006 — ed.
Neural Nets, 16th Italian Workshop on Neural Nets, WIRN 2005, and International Workshop on Natural and Artificial Immune Systems, NAIS 2005, Vietri sul Mare, Italy, June 8-11, 2005, Revised Selected Papers
WIRN/NAIS
Bruno Apolloni, Maria Marinaro, Giuseppe Nicosia, Roberto Tagliaferri
2006 J jnl
Optimising an inductor circuit and a two-stage operational transconductance amplifier using evolutionary and classical algorithms.
Int. J. Comput. Sci. Eng.
Vincenzo Cutello, Giuseppe Nicosia, Rosario Rascunà, Salvatore Spinella
2006 Misc conf
Real coded clonal selection algorithm for unconstrained global optimization using a hybrid inversely proportional hypermutation operator.
SAC
Vincenzo Cutello, Giuseppe Nicosia, Mario Pavone
2005 — conf
A Class of Pareto Archived Evolution Strategy Algorithms Using Immune Inspired Operators for Ab-Initio Protein Structure Prediction.
EvoWorkshops
Vincenzo Cutello, Giuseppe Narzisi, Giuseppe Nicosia
2005 — conf
A Clonal Selection Algorithm for Coloring, Hitting Set and Satisfiability Problems.
WIRN/NAIS
Vincenzo Cutello, Giuseppe Nicosia
2005 — conf
An Immunological Algorithm for Global Numerical Optimization.
Artificial Evolution
Vincenzo Cutello, Giuseppe Narzisi, Giuseppe Nicosia, Mario Pavone
2005 — conf
Clonal Selection Algorithms: A Comparative Case Study Using Effective Mutation Potentials.
ICARIS
Vincenzo Cutello, Giuseppe Narzisi, Giuseppe Nicosia, Mario Pavone
2005 B conf
Comparison among evolutionary algorithms and classical optimization methods for circuit design problems.
Congress on Evolutionary Computation
Angelo Marcello Anile, Vincenzo Cutello, Giuseppe Nicosia, Rosario Rascunà, Salvatore Spinella
2005 B conf
Immune Algorithms with Aging Operators for the String Folding Problem and the Protein Folding Problem.
EvoCOP
Vincenzo Cutello, Giuseppe Morelli, Giuseppe Nicosia, Mario Pavone
2005 J jnl
Introduction.
Int. J. Unconv. Comput.
Jon Timmis, Susan Stepney, Peter J. Bentley, Giuseppe Nicosia, Vincenzo Cutello
2005 — conf
Lipschitzian Pattern Search and Immunological Algorithm with Quasi-Newton Method for the Protein Folding Problem: An Innovative Multistage Approach.
WIRN/NAIS
Angelo Marcello Anile, Vincenzo Cutello, Giuseppe Narzisi, Giuseppe Nicosia, Salvatore Spinella
2004 B conf
An immune algorithm with hyper-macromutations for the Dill's 2D hydrophobic-hydrophilic model.
IEEE Congress on Evolutionary Computation
Vincenzo Cutello, Giuseppe Nicosia, Mario Pavone
2004 — ed.
Artificial Immune Systems, Third International Conference, ICARIS 2004, Catania, Sicily, Italy, September 13-16, 2004
ICARIS
Giuseppe Nicosia, Vincenzo Cutello, Peter J. Bentley, Jon Timmis
2004 — conf
Exploring the Capability of Immune Algorithms: A Characterization of Hypermutation Operators.
ICARIS
Vincenzo Cutello, Giuseppe Nicosia, Mario Pavone
2004 — conf
How to Escape Traps Using Clonal Selection Algorithms.
ICINCO (1)
Vincenzo Cutello, Giuseppe Narzisi, Giuseppe Nicosia, Mario Pavone, Giuseppe Sorace
2003 A conf
A Hybrid Immune Algorithm with Information Gain for the Graph Coloring Problem.
GECCO
Vincenzo Cutello, Giuseppe Nicosia, Mario Pavone
2003 B conf
Noisy Channel and Reaction-Diffusion Systems: Models for Artificial Immune Systems.
KES
Vincenzo Cutello, Giuseppe Nicosia
2002 — conf
An Immunological Approach to Combinatorial Optimization Problems.
IBERAMIA
Vincenzo Cutello, Giuseppe Nicosia
2001 J jnl
Pattern recognition by primary and secondary response of an Artificial Immune System.
Theory Biosci.
Filippo Castiglione, Santo Motta, Giuseppe Nicosia