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Livres
Articles (41)
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An ensemble-based evolutionary framework for coping with distributed intrusion detection

Gianluigi Folino, Clara Pizzuti, Giandomenico Spezzano

Journal:

Genetic Programming and Evolvable Machines

Année:

2010

Langue:

english

Fichier:

PDF, 732 KB

english, 2010

Improving GP generalization: a variance-based layered learning approach

Amir Haeri, Maryam, Ebadzadeh, Mohammad Mehdi, Folino, Gianluigi

Journal:

Genetic Programming and Evolvable Machines

Année:

2015

Langue:

english

Fichier:

PDF, 1.29 MB

english, 2015

[IEEE 2019 International Joint Conference on Neural Networks (IJCNN) - Budapest, Hungary (2019.7.14-2019.7.19)] 2019 International Joint Conference on Neural Networks (IJCNN) - A Deep Learning based architecture for rainfall estimation integrating heterogeneous data sources

Folino, Gianluigi, Guarascio, Massimo, Chiaravalloti, Francesco, Gabriele, Salvatore

Année:

2019

Langue:

english

Fichier:

PDF, 301 KB

english, 2019

[IEEE 2020 28th Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP) - VÃ¤sterÃ¥s, Sweden (2020.3.11-2020.3.13)] 2020 28th Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP) - A p2p environment to validate ensemble-based approaches in the cybersecurity domain

Folino, Francesco, Folino, Gianluigi, Pontieri, Luigi

Année:

2020

Fichier:

PDF, 303 KB

2020

A grid portal for solving geoscience problems using distributed knowledge discovery services

Gianluigi Folino, Agostino Forestiero, Giuseppe Papuzzo, Giandomenico Spezzano

Journal:

Future Generation Computer Systems

Année:

2010

Langue:

english

Fichier:

PDF, 4.08 MB

english, 2010

Special section: Bio-inspired algorithms for distributed systems

Gianluigi Folino, Carlo Mastroianni

Journal:

Future Generation Computer Systems

Année:

2010

Langue:

english

Fichier:

PDF, 252 KB

english, 2010

A model based on cellular automata for the parallel simulation of 3D unsaturated flow

Gianluigi Folino, Giuseppe Mendicino, Alfonso Senatore, Giandomenico Spezzano, Salvatore Straface

Journal:

Parallel Computing

Année:

2006

Langue:

english

Fichier:

PDF, 529 KB

english, 2006

An adaptive flocking algorithm for performing approximate clustering

Gianluigi Folino, Agostino Forestiero, Giandomenico Spezzano

Journal:

Information Sciences

Année:

2009

Langue:

english

Fichier:

PDF, 1.32 MB

english, 2009

Special Issue: Bio-Inspired Optimization Techniques for High Performance Computing

Gianluigi Folino, Carlo Mastroianni

Journal:

New Generation Computing

Année:

2011

Langue:

english

Fichier:

PDF, 325 KB

english, 2011

An autonomic tool for building self-organizing Grid-enabled applications

Gianluigi Folino, Giandomenico Spezzano

Journal:

Future Generation Computer Systems

Année:

2007

Langue:

english

Fichier:

PDF, 594 KB

english, 2007

Mining usage scenarios in business processes: Outlier-aware discovery and run-time prediction

Francesco Folino, Gianluigi Greco, Antonella Guzzo, Luigi Pontieri

Journal:

Data & Knowledge Engineering

Année:

2011

Langue:

english

Fichier:

PDF, 3.67 MB

english, 2011

Methods and techniques for discovering taxonomies of behavioral process models

Folino, Francesco, Greco, Gianluigi, Guzzo, Antonella, Pontieri, Luigi

Journal:

Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery

Année:

2013

Langue:

english

Fichier:

PDF, 508 KB

english, 2013

Differences in sequencing technologies improve the retrieval of anammox bacterial genome from metagenomes

Gori, Fabio, Tringe, Susannah G, Folino, Gianluigi, van Hijum, Sacha AFT, Op den Camp, Huub JM, Jetten, Mike SM, Marchiori, Elena

Journal:

BMC Genomics

Année:

2013

Langue:

english

Fichier:

PDF, 1.04 MB

english, 2013

Preface: nature inspired solutions for high performance computing

Gianluigi Folino, Carlo Mastroianni, Sanaz Mostaghim

Journal:

Natural Computing

Année:

2013

Langue:

english

Fichier:

PDF, 105 KB

english, 2013

[IEEE 2014 International Conference on High Performance Computing & Simulation (HPCS) - Bologna, Italy (2014.7.21-2014.7.25)] 2014 International Conference on High Performance Computing & Simulation (HPCS) - Efficient discovery of data mining services over DHT-based overlays

Folino, Gianluigi, Pisani, Francesco, Trunfio, Paolo

Année:

2014

Langue:

english

Fichier:

PDF, 627 KB

english, 2014

[IEEE 2008 IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA) - Sydney, Australia (2008.12.10-2008.12.12)] 2008 IEEE International Symposium on Parallel and Distributed Processing with Applications - Performance Evaluation of Protein Structure Comparison Algorithms Under Integrated Resource Management Environment for MPI Jobs

Shah, Azhar A., Barthel, Daniel, Folino, Gianluigi, Krasnogor, Natalio

Année:

2008

Langue:

english

Fichier:

PDF, 400 KB

english, 2008

[IEEE 19th IEEE International Conference on Tools with Artificial Intelligence(ICTAI 2007) - Patras, Greece (2007.10.29-2007.10.31)] 19th IEEE International Conference on Tools with Artificial Intelligence(ICTAI 2007) - An Adaptive Distributed Ensemble Approach to Mine Concept-Drifting Data Streams

Folino, Gianluigi, Pizzuti, Clara, Spezzano, Giandomenico

Année:

2007

Langue:

english

Fichier:

PDF, 245 KB

english, 2007

[IEEE 2009 International Conference on Adaptive and Intelligent Systems (ICAIS) - Klagenfurt, Austria (2009.09.24-2009.09.26)] 2009 International Conference on Adaptive and Intelligent Systems - Distributed Anytime Clustering Using Biologically Inspired Systems

Folino, Gianluigi, Forestiero, Agostino, Spezzano, Giandomenico

Année:

2009

Langue:

english

Fichier:

PDF, 261 KB

english, 2009

[IEEE 2009 22nd IEEE International Symposium on Computer-Based Medical Systems (CBMS) - Albuquerque, NM, USA (2009.08.2-2009.08.5)] 2009 22nd IEEE International Symposium on Computer-Based Medical Systems - On the storage, management and analysis of (multi) similarity for large scale protein structure datasets in the grid

Folino, Gianluigi, Shah, Azhar Ali, Kransnogor, Natalio

Année:

2009

Langue:

english

Fichier:

PDF, 340 KB

english, 2009

[IEEE Simulation (HPCS) - Caen, France (2010.06.28-2010.07.2)] 2010 International Conference on High Performance Computing & Simulation - Scalable parallel co-clustering over multiple heterogeneous data types

Folino, Francesco, Greco, Gianluigi, Guzzo, Antonella, Pontieri, Luigi

Année:

2010

Langue:

english

Fichier:

PDF, 477 KB

english, 2010

[ACM Press the second workshop - Monterey, California, USA (2007.06.25-2007.06.25)] Proceedings of the second workshop on Use of P2P, GRID and agents for the development of content networks - UPGRADE '07 - Content-based mining for solving geoprocessing problems on grids

Folino, Gianluigi, Forestiero, Agostino, Papuzzo, Giuseppe, Spezzano, Giandomenico

Année:

2007

Langue:

english

Fichier:

PDF, 486 KB

english, 2007

[ACM Press the 9th annual conference - London, England (2007.07.07-2007.07.11)] Proceedings of the 9th annual conference on Genetic and evolutionary computation - GECCO '07 - StreamGP

Folino, Gianluigi, Pizzuti, Clara, Spezzano, Giandomenico

Année:

2007

Langue:

english

Fichier:

PDF, 34 KB

english, 2007

[ACM Press the 13th annual conference companion - Dublin, Ireland (2011.07.12-2011.07.16)] Proceedings of the 13th annual conference companion on Genetic and evolutionary computation - GECCO '11 - Using bayesian networks for selecting classifiers in GP ensembles

De Stefano, Claudio, Folino, Gianluigi, Fontanella, Francesco, Scotto di Freca, Alessandra

Année:

2011

Langue:

english

Fichier:

PDF, 587 KB

english, 2011

[ACM Press the third international workshop - Boston, MA, USA (2008.06.23-2008.06.23)] Proceedings of the third international workshop on Use of P2P, grid and agents for the development of content networks - UPGRADE '08 - A grid-based architecture for nearest neighbor based condensation of huge datasets

Angiulli, Fabrizio, Folino, Gianluigi

Année:

2008

Langue:

english

Fichier:

PDF, 385 KB

english, 2008

[IEEE 2015 23rd Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP) - Turku, Finland (2015.3.4-2015.3.6)] 2015 23rd Euromicro International Conference on Parallel, Distributed, and Network-Based Processing - Strategies for Parallelizing Swarm Intelligence Algorithms

Cicirelli, Franco, Folino, Gianluigi, Forestiero, Agostino, Giordano, Andrea, Mastroianni, Carlo, Spezzano, Giandomenico

Année:

2015

Langue:

english

Fichier:

PDF, 337 KB

english, 2015

[ACM Press the 8th annual conference - Seattle, Washington, USA (2006.07.08-2006.07.12)] Proceedings of the 8th annual conference on Genetic and evolutionary computation - GECCO '06 - Improving cooperative GP ensemble with clustering and pruning for pattern classification

Folino, Gianluigi, Pizzuti, Clara, Spezzano, Giandomenico

Année:

2006

Langue:

english

Fichier:

PDF, 241 KB

english, 2006

[ACM Press the 2009 International Database Engineering & Applications Symposium - Cetraro - Calabria, Italy (2009.09.16-2009.09.18)] Proceedings of the 2009 International Database Engineering & Applications Symposium on - IDEAS '09 - Discovering expressive process models from noised log data

Folino, Francesco, Greco, Gianluigi, Guzzo, Antonella, Pontieri, Luigi

Année:

2009

Langue:

english

Fichier:

PDF, 1.40 MB

english, 2009

[IEEE 2015 IEEE International Conference on Big Data (Big Data) - Santa Clara, CA, USA (2015.10.29-2015.11.1)] 2015 IEEE International Conference on Big Data (Big Data) - A distributed framework for supporting adaptive ensemble-based intrusion detection

Cuzzocrea, Alfredo, Folino, Gianluigi, Sabatino, Pietro

Année:

2015

Fichier:

PDF, 742 KB

2015

Ensemble based Collaborative and Distributed Intrusion Detection Systems: A Survey

Folino, Gianluigi, Sabatino, Pietro

Journal:

Journal of Network and Computer Applications

Année:

2016

Langue:

english

Fichier:

PDF, 605 KB

english, 2016

[ACM Press the 2016 - Denver, Colorado, USA (2016.07.20-2016.07.24)] Proceedings of the 2016 on Genetic and Evolutionary Computation Conference Companion - GECCO '16 Companion - An Incremental Ensemble Evolved by using Genetic Programming to Efficiently Detect Drifts in Cyber Security Datasets

Folino, Gianluigi, Pisani, Francesco Sergio, Sabatino, Pietro

Année:

2016

Langue:

english

Fichier:

PDF, 865 KB

english, 2016

[IEEE 2017 25th Euromicro International Conference on Parallel, Distributed and Network-based Processing (PDP) - St. Petersburg, Russia (2017.3.6-2017.3.8)] 2017 25th Euromicro International Conference on Parallel, Distributed and Network-based Processing (PDP) - Parallel Execution of Cellular Automata through Space Partitioning: The Landslide Simulation Sciddicas3-Hex Case Study

Giordano, Andrea, Rango, Alessio de, Spataro, Davide, D'Ambrosio, Donato, Mastroianni, Carlo, Folino, Gianluigi, Spataro, William

Année:

2017

Langue:

english

Fichier:

PDF, 118 KB

english, 2017

Statistical Genetic Programming for Symbolic Regression

Haeri, Maryam Amir, Ebadzadeh, Mohammad Mehdi, Folino, Gianluigi

Journal:

Applied Soft Computing

Année:

2017

Langue:

english

Fichier:

PDF, 2.09 MB

english, 2017

[IEEE 2017 International Conference on High Performance Computing & Simulation (HPCS) - Genoa, Italy (2017.7.17-2017.7.21)] 2017 International Conference on High Performance Computing & Simulation (HPCS) - A Peer-to-Peer Architecture for Detecting Attacks from Network Traffic and Log Data

Folino, Francesco, Folino, Gianluigi, Pontieri, Luigi, Sabatino, Pietro

Année:

2017

Langue:

english

Fichier:

PDF, 210 KB

english, 2017

AIP Conference Proceedings [Author(s) NUMERICAL COMPUTATIONS: THEORY AND ALGORITHMS (NUMTA–2016): Proceedings of the 2nd International Conference “Numerical Computations: Theory and Algorithms” - Pizzo Calabro, Italy (19–25 June 2016)] - Scalable asynchronous execution of cellular automata

Folino, Gianluigi, Giordano, Andrea, Mastroianni, Carlo

Année:

2016

Langue:

english

Fichier:

PDF, 228 KB

english, 2016

Special issue on evolutionary multi-objective optimization and applications in big data

Folino, Gianluigi, Trunfio, Giuseppe A.

Journal:

Applied Soft Computing

Année:

2018

Langue:

english

Fichier:

PDF, 147 KB

english, 2018

Exploiting fractal dimension and a distributed evolutionary approach to classify data streams with concept drifts

Folino, Gianluigi, Guarascio, Massimo, Papuzzo, Giuseppe

Journal:

Applied Soft Computing

Année:

2018

Langue:

english

Fichier:

PDF, 2.56 MB

english, 2018

[IEEE 2018 International Conference on High Performance Computing & Simulation (HPCS) - Orleans (2018.7.16-2018.7.20)] 2018 International Conference on High Performance Computing & Simulation (HPCS) - An Ensemble-Based P2P Framework for the Detection of Deviant Business Process Instances

Folino, Francesco, Folino, Gianluigi, Pontieri, Luigi

Année:

2018

Fichier:

PDF, 421 KB

2018

[ACM Press the Genetic and Evolutionary Computation Conference Companion - Prague, Czech Republic (2019.07.13-2019.07.17)] Proceedings of the Genetic and Evolutionary Computation Conference Companion on - GECCO '19 - Using genetic programming for combining an ensemble of local and global outlier algorithms to detect new attacks

Folino, Gianluigi, Pisani, Francesco Sergio, Pontieri, Luigi, Sabatino, Pietro, Haeri, Maryam Amir

Année:

2019

Langue:

english

Fichier:

PDF, 175 KB

english, 2019

[IEEE 2019 International Joint Conference on Neural Networks (IJCNN) - Budapest, Hungary (2019.7.14-2019.7.19)] 2019 International Joint Conference on Neural Networks (IJCNN) - A Deep Learning based architecture for rainfall estimation integrating heterogeneous data sources

Folino, Gianluigi, Guarascio, Massimo, Chiaravalloti, Francesco, Gabriele, Salvatore

Année:

2019

Fichier:

PDF, 301 KB

2019

[IEEE 2019 IEEE 31st International Conference on Tools with Artificial Intelligence (ICTAI) - Portland, OR, USA (2019.11.4-2019.11.6)] 2019 IEEE 31st International Conference on Tools with Artificial Intelligence (ICTAI) - Learning Effective Neural Nets for Outcome Prediction from Partially Labelled Log Data

Folino, Francesco, Folino, Gianluigi, Guarascio, Massimo, Pontieri, Luigi

Année:

2019

Fichier:

PDF, 138 KB

2019

A GP-based ensemble classification framework for time-changing streams of intrusion detection data

Folino, Gianluigi, Pisani, Francesco Sergio, Pontieri, Luigi

Journal:

Soft Computing - A Fusion of Foundations, Methodologies and Applications

Année:

2020

Fichier:

PDF, 1.97 MB

2020