Gianluigi Folino
Orcid: 0000-0002-8139-3445
According to our database1,
Gianluigi Folino
authored at least 109 papers
between 1998 and 2024.
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Bibliography
2024
Efficiently approaching vertical federated learning by combining data reduction and conditional computation techniques.
J. Big Data, December, 2024
J. Intell. Inf. Syst., August, 2024
Towards Data- and Compute-Efficient Fake-News Detection: An Approach Combining Active Learning and Pre-Trained Language Models.
SN Comput. Sci., June, 2024
A Scalable Vertical Federated Learning Framework for Analytics in the Cybersecurity Domain.
Proceedings of the 32nd Euromicro International Conference on Parallel, 2024
2023
Neural Comput. Appl., May, 2023
An ensemble-based framework for user behaviour anomaly detection and classification for cybersecurity.
J. Supercomput., 2023
ERCIM News, 2023
Proceedings of the Italia Intelligenza Artificiale, 2023
Proceedings of the 25th International Conference on Enterprise Information Systems, 2023
2022
A Machine Learning Approach for Rainfall Estimation Integrating Heterogeneous Data Sources.
IEEE Trans. Geosci. Remote. Sens., 2022
Expert Syst. Appl., 2022
A Scalable Ensemble-based Framework to Analyse Users? Digital Footprints for Cybersecurity.
ERCIM News, 2022
Semi-Supervised Discovery of DNN-Based Outcome Predictors from Scarcely-Labeled Process Logs.
Bus. Inf. Syst. Eng., 2022
A Scalable Architecture Exploiting Elastic Stack and Meta Ensemble of Classifiers for Profiling User Behaviour.
Proceedings of the 30th Euromicro International Conference on Parallel, 2022
Proceedings of the Foundations of Intelligent Systems - 26th International Symposium, 2022
2021
SDCOR: Scalable density-based clustering for local outlier detection in massive-scale datasets.
Knowl. Based Syst., 2021
Inf. Fusion, 2021
Discovering accurate deep learning based predictive models for automatic customer support ticket classification.
Proceedings of the SAC '21: The 36th ACM/SIGAPP Symposium on Applied Computing, 2021
2020
A GP-based ensemble classification framework for time-changing streams of intrusion detection data.
Soft Comput., 2020
ERCIM News, 2020
Proceedings of the ECML PKDD 2020 Workshops, 2020
Proceedings of the 28th Euromicro International Conference on Parallel, 2020
2019
Proceedings of the Encyclopedia of Big Data Technologies., 2019
Exploiting fractal dimension and a distributed evolutionary approach to classify data streams with concept drifts.
Appl. Soft Comput., 2019
A Cybersecurity Framework for Classifying Non Stationary Data Streams Exploiting Genetic Programming and Ensemble Learning.
Proceedings of the Numerical Computations: Theory and Algorithms, 2019
A Deep Learning based architecture for rainfall estimation integrating heterogeneous data sources.
Proceedings of the International Joint Conference on Neural Networks, 2019
Learning Effective Neural Nets for Outcome Prediction from Partially Labelled Log Data.
Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019
Using genetic programming for combining an ensemble of local and global outlier algorithms to detect new attacks.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019
2018
Special issue on evolutionary multi-objective optimization and applications in big data.
Appl. Soft Comput., 2018
An Ensemble-Based P2P Framework for the Detection of Deviant Business Process Instances.
Proceedings of the 2018 International Conference on High Performance Computing & Simulation, 2018
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
Proceedings of the First Italian Conference on Cybersecurity (ITASEC17), 2017
Proceedings of the 2017 International Conference on High Performance Computing & Simulation, 2017
2016
J. Netw. Comput. Appl., 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
Genet. Program. Evolvable Mach., 2015
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
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015
2014
Automatic offloading of mobile applications into the cloud by means of genetic programming.
Appl. Soft Comput., 2014
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
Nat. Comput., 2013
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
Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012
2011
New Gener. Comput., 2011
MTR: taxonomic annotation of short metagenomic reads using clustering at multiple taxonomic ranks.
Bioinform., 2011
Proceedings of the Multiple Classifier Systems - 10th International Workshop, 2011
2010
An ensemble-based evolutionary framework for coping with distributed intrusion detection.
Genet. Program. Evolvable Mach., 2010
Future Gener. Comput. Syst., 2010
A grid portal for solving geoscience problems using distributed knowledge discovery services.
Future Gener. Comput. Syst., 2010
Proceedings of the Nature Inspired Cooperative Strategies for Optimization, 2010
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
Inf. Sci., 2009
Proceedings of the Pattern Recognition in Bioinformatics, 2009
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. Evol. Comput., 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
Proceedings of the 3rd Workshop on the Use of P2P, 2008
2007
IEEE Trans. Knowl. Data Eng., 2007
Future Gener. Comput. Syst., 2007
Proceedings of the 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2007), 2007
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
Proceedings of the Euro-Par 2007, 2007
Proceedings of the Genetic Programming, 10th European Conference, 2007
2006
A model based on cellular automata for the parallel simulation of 3D unsaturated flow.
Parallel Comput., 2006
J. Softw., 2006
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
Proceedings of the Genetic Programming, 9th European Conference, 2006
2005
Proceedings of the Handbook of Bioinspired Algorithms and Applications., 2005
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
Proceedings of the Pattern Recognition and Data Mining, 2005
Proceedings of the Artificial Evolution, 2005
2004
Proceedings of the Applied Parallel Computing, 2004
Proceedings of the Genetic Programming, 7th European Conference, 2004
2003
IEEE Trans. Evol. Comput., 2003
Proceedings of the 2nd International Symposium on Parallel and Distributed Computing (ISPDC 2003), 2003
Proceedings of the Genetic Programming, 6th European Conference, EuroGP 2003, 2003
Proceedings of the Advances in Artificial Life, 7th European Conference, 2003
Proceedings of the IEEE Congress on Evolutionary Computation, 2003
SPARROW: A Spatial Clustering Algorithm using Swarm Intelligence.
Proceedings of the 21st IASTED International Multi-Conference on Applied Informatics (AI 2003), 2003
2002
Proceedings of the Parallel Problem Solving from Nature, 2002
Proceedings of the 10th Euromicro Workshop on Parallel, 2002
2001
IEEE Trans. Evol. Comput., 2001
Proceedings of the Ninth Euromicro Workshop on Parallel and Distributed Processing, 2001
Proceedings of the 13th IEEE International Conference on Tools with Artificial Intelligence, 2001
Proceedings of the Genetic Programming, 4th European Conference, 2001
2000
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
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
Proceedings of the High-Performance Computing and Networking, 1998
Proceedings of the 24th EUROMICRO '98 Conference, 1998