Gianluigi Folino

According to our database1, Gianluigi Folino
  • authored at least 77 papers between 1998 and 2017.
  • has a "Dijkstra number"2 of four.

Timeline

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Bibliography

2017
Parallel Execution of Cellular Automata through Space Partitioning: The Landslide Simulation Sciddicas3-Hex Case Study.
Proceedings of the 25th Euromicro International Conference on Parallel, 2017

A Software Architecture for Classifying Users in E-payment Systems.
Proceedings of the First Italian Conference on Cybersecurity (ITASEC17), 2017

2016
Ensemble based collaborative and distributed intrusion detection systems: A survey.
J. Network and Computer Applications, 2016

Evolving meta-ensemble of classifiers for handling incomplete and unbalanced datasets in the cyber security domain.
Appl. Soft Comput., 2016

Adaptive Intrusion Detection in Distributed Environments: An Ensemble-Based Approach.
Proceedings of the 24th Italian Symposium on Advanced Database Systems, 2016

An Incremental Ensemble Evolved by using Genetic Programming to Efficiently Detect Drifts in Cyber Security Datasets.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016

A Distributed Intrusion Detection Framework Based on Evolved Specialized Ensembles of Classifiers.
Proceedings of the Applications of Evolutionary Computation - 19th European Conference, 2016

2015
Improving GP generalization: a variance-based layered learning approach.
Genetic Programming and Evolvable Machines, 2015

Strategies for Parallelizing Swarm Intelligence Algorithms.
Proceedings of the 23rd Euromicro International Conference on Parallel, 2015

Combining Ensemble of Classifiers by Using Genetic Programming for Cyber Security Applications.
Proceedings of the Applications of Evolutionary Computation - 18th European Conference, 2015

A distributed framework for supporting adaptive ensemble-based intrusion detection.
Proceedings of the 2015 IEEE International Conference on Big Data, 2015

2014
Using Bayesian networks for selecting classifiers in GP ensembles.
Inf. Sci., 2014

Automatic offloading of mobile applications into the cloud by means of genetic programming.
Appl. Soft Comput., 2014

Efficient discovery of data mining services over DHT-based overlays.
Proceedings of the International Conference on High Performance Computing & Simulation, 2014

Modeling the Offloading of Different Types of Mobile Applications by Using Evolutionary Algorithms.
Proceedings of the Applications of Evolutionary Computation - 17th European Conference, 2014

2013
Preface: nature inspired solutions for high performance computing.
Natural Computing, 2013

Automatic Offloading of Mobile Applications Using Evolutionary Algorithms.
ERCIM News, 2013

A Framework for Modeling Automatic Offloading of Mobile Applications Using Genetic Programming.
Proceedings of the Applications of Evolutionary Computation - 16th European Conference, 2013

2012
Pruning GP-Based Classifier Ensembles by Bayesian Networks.
Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012

2011
Special Issue: Bio-Inspired Optimization Techniques for High Performance Computing.
New Generation Comput., 2011

MTR: taxonomic annotation of short metagenomic reads using clustering at multiple taxonomic ranks.
Bioinformatics, 2011

A Bayesian Approach for Combining Ensembles of GP Classifiers.
Proceedings of the Multiple Classifier Systems - 10th International Workshop, 2011

Using bayesian networks for selecting classifiers in GP ensembles.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

2010
An ensemble-based evolutionary framework for coping with distributed intrusion detection.
Genetic Programming and Evolvable Machines, 2010

Special section: Bio-inspired algorithms for distributed systems.
Future Generation Comp. Syst., 2010

A grid portal for solving geoscience problems using distributed knowledge discovery services.
Future Generation Comp. Syst., 2010

Using Entropy for Evaluating Swarm Intelligence Algorithms.
Proceedings of the Nature Inspired Cooperative Strategies for Optimization, 2010

On the Scalability of Multi-Criteria Protein Structure Comparison in the Grid.
Proceedings of the Euro-Par 2010 Parallel Processing Workshops, 2010

Handling Different Categories of Concept Drifts in Data Streams Using Distributed GP.
Proceedings of the Genetic Programming, 13th European Conference, 2010

2009
An adaptive flocking algorithm for performing approximate clustering.
Inf. Sci., 2009

Evidence-Based Clustering of Reads and Taxonomic Analysis of Metagenomic Data.
Proceedings of the Pattern Recognition in Bioinformatics, 2009

Clustering Metagenome Short Reads Using Weighted Proteins.
Proceedings of the Evolutionary Computation, 2009

On the storage, management and analysis of (multi) similarity for large scale protein structure datasets in the grid.
Proceedings of the Twenty-Second IEEE International Symposium on Computer-Based Medical Systems, 2009

2008
Training Distributed GP Ensemble With a Selective Algorithm Based on Clustering and Pruning for Pattern Classification.
IEEE Trans. Evolutionary Computation, 2008

Performance Evaluation of Protein Structure Comparison Algorithms Under Integrated Resource Management Environment for MPI Jobs.
Proceedings of the IEEE International Symposium on Parallel and Distributed Processing with Applications, 2008

A grid-based architecture for nearest neighbor based condensation of huge datasets.
Proceedings of the 3rd Workshop on the Use of P2P, 2008

2007
Distributed Nearest Neighbor-Based Condensation of Very Large Data Sets.
IEEE Trans. Knowl. Data Eng., 2007

An autonomic tool for building self-organizing Grid-enabled applications.
Future Generation Comp. Syst., 2007

An Adaptive Distributed Ensemble Approach to Mine Concept-Drifting Data Streams.
Proceedings of the 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2007), 2007

Content-based mining for solving geoprocessing problems on grids.
Proceedings of the 2nd Workshop on the Use of P2P, 2007

StreamGP: tracking evolving GP ensembles in distributed data streams using fractal dimension.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Efficient Distributed Data Condensation for Nearest Neighbor Classification.
Proceedings of the Euro-Par 2007, 2007

Mining Distributed Evolving Data Streams Using Fractal GP Ensembles.
Proceedings of the Genetic Programming, 10th European Conference, 2007

2006
GP ensembles for large-scale data classification.
IEEE Trans. Evolutionary Computation, 2006

A model based on cellular automata for the parallel simulation of 3D unsaturated flow.
Parallel Computing, 2006

A Jxta Based Asynchronous Peer-to-Peer Implementation of Genetic Programming.
JSW, 2006

A multidimensional flocking algorithm for clustering spatial data.
Proceedings of the 7th WOA 2006 Workshop, 2006

Improving cooperative GP ensemble with clustering and pruning for pattern classification.
Proceedings of the Genetic and Evolutionary Computation Conference, 2006

P-CAGE: An Environment for Evolutionary Computation in Peer-to-Peer Systems.
Proceedings of the Genetic Programming, 9th European Conference, 2006

2005
Swarming Agents for Decentralized Clustering in Spatial Data.
Proceedings of the Handbook of Bioinspired Algorithms and Applications., 2005

CAMELotGrid: A Grid-based PSE for Autonomic Cellular Applications.
Proceedings of the 13th Euromicro Workshop on Parallel, 2005

An Autonomic Middleware for Grid-Enabled Self-Organizing Applications.
Proceedings of the IASTED International Conference on Parallel and Distributed Computing and Networks, 2005

GP Ensemble for Distributed Intrusion Detection Systems.
Proceedings of the Pattern Recognition and Data Mining, 2005

Swarm-Based Distributed Clustering in Peer-to-Peer Systems.
Proceedings of the Artificial Evolution, 2005

2004
A General Architecture for Grid-Based PSE Toolkits.
Proceedings of the Applied Parallel Computing, 2004

Boosting Technique for Combining Cellular GP Classifiers.
Proceedings of the Genetic Programming, 7th European Conference, 2004

2003
A scalable cellular implementation of parallel genetic programming.
IEEE Trans. Evolutionary Computation, 2003

Swarming Agents for Discovering Clusters in Spatial Data.
Proceedings of the 2nd International Symposium on Parallel and Distributed Computing (ISPDC 2003), 2003

Ensemble Techniques for Parallel Genetic Programming Based Classifiers.
Proceedings of the Genetic Programming, 6th European Conference, EuroGP 2003, 2003

Discovering Clusters in Spatial Data Using Swarm Intelligence.
Proceedings of the Advances in Artificial Life, 7th European Conference, 2003

Diversity analysis in cellular and multipopulation genetic programming.
Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2003, 8, 2003

SPARROW: A Spatial Clustering Algorithm using Swarm Intelligence.
Proceedings of the 21st IASTED International Multi-Conference on Applied Informatics (AI 2003), 2003

2002
An Adaptive Flocking Algorithm for Spatial Clustering.
Proceedings of the Parallel Problem Solving from Nature, 2002

Improving Induction Decision Trees with Parallel Genetic Programming.
Proceedings of the 10th Euromicro Workshop on Parallel, 2002

2001
Parallel hybrid method for SAT that couples genetic algorithms and local search.
IEEE Trans. Evolutionary Computation, 2001

Predictability of Cellular Programs Implemented with CAMELot.
Proceedings of the Ninth Euromicro Workshop on Parallel and Distributed Processing, 2001

Parallel Genetic Programming for Decision Tree Induction.
Proceedings of the 13th IEEE International Conference on Tools with Artificial Intelligence, 2001

CAGE: A Tool for Parallel Genetic Programming Applications.
Proceedings of the Genetic Programming, 4th European Conference, 2001

2000
CELLAR: a high level cellular programming language with regions.
Proceedings of the Eight Euromicro Workshop on Parallel and Distributed Processing, 2000

Genetic Programming and Simulated Annealing: A Hybrid Method to Evolve Decision Trees.
Proceedings of the Genetic Programming, European Conference, 2000

Scalability Analysis and Performance Prediction for Cellular Programs on Parallel Computers.
Proceedings of the Theoretical and Practical Issues on Cellular Automata, 2000

1999
A cellular environment for steering high performance scientific applications.
Proceedings of the Parallel Computing: Fundamentals & Applications, 1999

A Cellular Genetic Programming Approach to Classification.
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 1999), 1999

1998
Evaluating and Modeling Communication Overhead of MPI Primitives on the Meiko CS-2.
Proceedings of the Recent Advances in Parallel Virtual Machine and Message Passing Interface, 1998

Combining cellular genetic algorithms and local search for solving satisfiability problems.
Proceedings of the Tenth IEEE International Conference on Tools with Artificial Intelligence, 1998

Performance Evaluation and Modeling of MPI Communications on the Meiko CS-2.
Proceedings of the High-Performance Computing and Networking, 1998

Solving the Satisfiability Problem by a Parallel Celluar Genetic Algorithm.
Proceedings of the 24th EUROMICRO '98 Conference, 1998


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