Gianluigi Folino

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 38

Top Venues

Publications

Francesco Folino, Gianluigi Folino, Francesco Sergio Pisani, Luigi Pontieri, Pietro Sabatino
Efficiently approaching vertical federated learning by combining data reduction and conditional computation techniques. J. Big Data 11 (1) (2024)
Francesco Folino, Gianluigi Folino, Massimo Guarascio, Luigi Pontieri, Paolo Zicari
Towards Data- and Compute-Efficient Fake-News Detection: An Approach Combining Active Learning and Pre-Trained Language Models. SN Comput. Sci. 5 (5) (2024)
Francesco Folino, Gianluigi Folino, Francesco Sergio Pisani, Pietro Sabatino, Luigi Pontieri
A Scalable Vertical Federated Learning Framework for Analytics in the Cybersecurity Domain. PDP (2024)
Gianluigi Folino, Massimo Guarascio, Francesco Chiaravalloti
Learning ensembles of deep neural networks for extreme rainfall event detection. Neural Comput. Appl. 35 (14) (2023)
Gianluigi Folino, Massimo Guarascio, Luigi Pontieri, Paolo Zicari
An Explainable Deep Ensemble Framework for Intelligent Ticket Management. ERCIM News 2023 (134) (2023)
Erica Coppolillo, Carmela Comito, Marco Minici, Ettore Ritacco, Gianluigi Folino, Francesco Sergio Pisani, Massimo Guarascio, Giuseppe Manco
Fighting Misinformation, Radicalization and Bias in Social Media. Ital-IA (2023)
Gianluigi Folino, Carla Otranto Godano, Francesco Sergio Pisani
An ensemble-based framework for user behaviour anomaly detection and classification for cybersecurity. J. Supercomput. 79 (11) (2023)
Paolo Zicari, Massimo Guarascio, Luigi Pontieri, Gianluigi Folino
Learning Deep Fake-News Detectors from Scarcely-Labelled News Corpora. ICEIS (1) (2023)
Massimo Guarascio, Gianluigi Folino, Francesco Chiaravalloti, Salvatore Gabriele, Antonio Procopio, Pietro Sabatino
A Machine Learning Approach for Rainfall Estimation Integrating Heterogeneous Data Sources. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Francesco Folino, Gianluigi Folino, Massimo Guarascio, Luigi Pontieri
Combining Active Learning and Fast DNN Ensembles for Process Deviance Discovery. ISMIS (2022)
Paolo Zicari, Gianluigi Folino, Massimo Guarascio, Luigi Pontieri
Combining deep ensemble learning and explanation for intelligent ticket management. Expert Syst. Appl. 206 (2022)
Francesco Folino, Gianluigi Folino, Massimo Guarascio, Luigi Pontieri
Semi-Supervised Discovery of DNN-Based Outcome Predictors from Scarcely-Labeled Process Logs. Bus. Inf. Syst. Eng. 64 (6) (2022)
Gianluigi Folino, Francesco Sergio Pisani, Carla Otranto Godano
A Scalable Ensemble-based Framework to Analyse Users? Digital Footprints for Cybersecurity. ERCIM News 2022 (129) (2022)
Gianluigi Folino, Carla Otranto Godano, Francesco Sergio Pisani
A Scalable Architecture Exploiting Elastic Stack and Meta Ensemble of Classifiers for Profiling User Behaviour. PDP (2022)
Paolo Zicari, Gianluigi Folino, Massimo Guarascio, Luigi Pontieri
Discovering accurate deep learning based predictive models for automatic customer support ticket classification. SAC (2021)
Sayyed-Ahmad Naghavi-Nozad, Maryam Amir Haeri, Gianluigi Folino
SDCOR: Scalable density-based clustering for local outlier detection in massive-scale datasets. Knowl. Based Syst. 228 (2021)
Francesco Folino, Gianluigi Folino, Massimo Guarascio, Francesco Sergio Pisani, Luigi Pontieri
On learning effective ensembles of deep neural networks for intrusion detection. Inf. Fusion 72 (2021)
Sayyed-Ahmad Naghavi-Nozad, Maryam Amir Haeri, Gianluigi Folino
SDCOR: Scalable Density-based Clustering for Local Outlier Detection in Massive-Scale Datasets. CoRR (2020)
Francesco Folino, Gianluigi Folino, Luigi Pontieri
A p2p environment to validate ensemble-based approaches in the cybersecurity domain. PDP (2020)
Gianluigi Folino, Francesco Sergio Pisani, Luigi Pontieri
A GP-based ensemble classification framework for time-changing streams of intrusion detection data. Soft Comput. 24 (23) (2020)
Francesco Folino, Gianluigi Folino, Massimo Guarascio, Luigi Pontieri
A Multi-view Ensemble of Deep Models for the Detection of Deviant Process Instances. PKDD/ECML Workshops (2020)
Gianluigi Folino, Massimo Guarascio, Francesco Chiaravalloti, Salvatore Gabriele
Using Deep Learning and Data Integration for Accurate Rainfall Estimates. ERCIM News 2020 (122) (2020)
Gianluigi Folino, Massimo Guarascio, Francesco Chiaravalloti, Salvatore Gabriele
A Deep Learning based architecture for rainfall estimation integrating heterogeneous data sources. IJCNN (2019)
Gianluigi Folino, Francesco Sergio Pisani, Luigi Pontieri
A Cybersecurity Framework for Classifying Non Stationary Data Streams Exploiting Genetic Programming and Ensemble Learning. NUMTA(1) (2019)
Gianluigi Folino, Francesco Sergio Pisani, Luigi Pontieri, Pietro Sabatino, Maryam Amir Haeri
Using genetic programming for combining an ensemble of local and global outlier algorithms to detect new attacks. GECCO (Companion) (2019)
Gianluigi Folino, Massimo Guarascio, Giuseppe Papuzzo
Exploiting fractal dimension and a distributed evolutionary approach to classify data streams with concept drifts. Appl. Soft Comput. 75 (2019)
Francesco Folino, Gianluigi Folino, Massimo Guarascio, Luigi Pontieri
Learning Effective Neural Nets for Outcome Prediction from Partially Labelled Log Data. ICTAI (2019)
Francesco Folino, Gianluigi Folino, Luigi Pontieri
An Ensemble-Based P2P Framework for the Detection of Deviant Business Process Instances. HPCS (2018)
Gianluigi Folino, Giuseppe A. Trunfio
Special issue on evolutionary multi-objective optimization and applications in big data. Appl. Soft Comput. 69 (2018)
Maryam Amir Haeri, Mohammad Mehdi Ebadzadeh, Gianluigi Folino
Statistical genetic programming for symbolic regression. Appl. Soft Comput. 60 (2017)
Francesco Folino, Gianluigi Folino, Luigi Pontieri, Pietro Sabatino
A Peer-to-Peer Architecture for Detecting Attacks from Network Traffic and Log Data. HPCS (2017)
Gianluigi Folino, Francesco Sergio Pisani
A Software Architecture for Classifying Users in E-payment Systems. ITASEC (2017)
Andrea Giordano, Alessio De Rango, Davide Spataro, Donato D'Ambrosio, Carlo Mastroianni, Gianluigi Folino, William Spataro
Parallel Execution of Cellular Automata through Space Partitioning: The Landslide Simulation Sciddicas3-Hex Case Study. PDP (2017)
Gianluigi Folino, Francesco Sergio Pisani
Evolving meta-ensemble of classifiers for handling incomplete and unbalanced datasets in the cyber security domain. Appl. Soft Comput. 47 (2016)
Gianluigi Folino, Francesco Sergio Pisani, Pietro Sabatino
A Distributed Intrusion Detection Framework Based on Evolved Specialized Ensembles of Classifiers. EvoApplications (1) (2016)
Gianluigi Folino, Pietro Sabatino
Ensemble based collaborative and distributed intrusion detection systems: A survey. J. Netw. Comput. Appl. 66 (2016)
Gianluigi Folino, Francesco Sergio Pisani, Pietro Sabatino
An Incremental Ensemble Evolved by using Genetic Programming to Efficiently Detect Drifts in Cyber Security Datasets. GECCO (Companion) (2016)
Alfredo Cuzzocrea, Gianluigi Folino, Pietro Sabatino
Adaptive Intrusion Detection in Distributed Environments: An Ensemble-Based Approach. SEBD (2016)
Gianluigi Folino, Francesco Sergio Pisani
Combining Ensemble of Classifiers by Using Genetic Programming for Cyber Security Applications. EvoApplications (2015)
Maryam Amir Haeri, Mohammad Mehdi Ebadzadeh, Gianluigi Folino
Improving GP generalization: a variance-based layered learning approach. Genet. Program. Evolvable Mach. 16 (1) (2015)
Franco Cicirelli, Gianluigi Folino, Agostino Forestiero, Andrea Giordano, Carlo Mastroianni, Giandomenico Spezzano
Strategies for Parallelizing Swarm Intelligence Algorithms. PDP (2015)
Alfredo Cuzzocrea, Gianluigi Folino, Pietro Sabatino
A distributed framework for supporting adaptive ensemble-based intrusion detection. IEEE BigData (2015)
Gianluigi Folino, Francesco Sergio Pisani
Automatic offloading of mobile applications into the cloud by means of genetic programming. Appl. Soft Comput. 25 (2014)
Claudio De Stefano, Gianluigi Folino, Francesco Fontanella, Alessandra Scotto di Freca
Using Bayesian networks for selecting classifiers in GP ensembles. Inf. Sci. 258 (2014)
Gianluigi Folino, Francesco Sergio Pisani
Modeling the Offloading of Different Types of Mobile Applications by Using Evolutionary Algorithms. EvoApplications (2014)
Gianluigi Folino, Francesco Sergio Pisani, Paolo Trunfio
Efficient discovery of data mining services over DHT-based overlays. HPCS (2014)
Gianluigi Folino, Francesco Sergio Pisani
Automatic Offloading of Mobile Applications Using Evolutionary Algorithms. ERCIM News 2013 (93) (2013)
Gianluigi Folino, Francesco Sergio Pisani
A Framework for Modeling Automatic Offloading of Mobile Applications Using Genetic Programming. EvoApplications (2013)
Gianluigi Folino, Carlo Mastroianni, Sanaz Mostaghim
Preface: nature inspired solutions for high performance computing. Nat. Comput. 12 (1) (2013)
Claudio De Stefano, Gianluigi Folino, Francesco Fontanella, Alessandra Scotto di Freca
Pruning GP-Based Classifier Ensembles by Bayesian Networks. PPSN (1) (2012)
Gianluigi Folino, Carlo Mastroianni
Special Issue: Bio-Inspired Optimization Techniques for High Performance Computing. New Gener. Comput. 29 (2) (2011)
Claudio De Stefano, Gianluigi Folino, Francesco Fontanella, Alessandra Scotto di Freca
Using bayesian networks for selecting classifiers in GP ensembles. GECCO (Companion) (2011)
Fabio Gori, Gianluigi Folino, Mike S. M. Jetten, Elena Marchiori
MTR: taxonomic annotation of short metagenomic reads using clustering at multiple taxonomic ranks. Bioinform. 27 (2) (2011)
Claudio De Stefano, Francesco Fontanella, Gianluigi Folino, Alessandra Scotto di Freca
A Bayesian Approach for Combining Ensembles of GP Classifiers. MCS (2011)
Gianluigi Folino, Clara Pizzuti, Giandomenico Spezzano
An ensemble-based evolutionary framework for coping with distributed intrusion detection. Genet. Program. Evolvable Mach. 11 (2) (2010)
Gianluigi Folino, Agostino Forestiero
Using Entropy for Evaluating Swarm Intelligence Algorithms. NICSO (2010)
Gianluigi Folino, Carlo Mastroianni
Special section: Bio-inspired algorithms for distributed systems. Future Gener. Comput. Syst. 26 (6) (2010)
Gianluigi Folino, Agostino Forestiero, Giuseppe Papuzzo, Giandomenico Spezzano
A grid portal for solving geoscience problems using distributed knowledge discovery services. Future Gener. Comput. Syst. 26 (1) (2010)
Gianluigi Folino, Giuseppe Papuzzo
Handling Different Categories of Concept Drifts in Data Streams Using Distributed GP. EuroGP (2010)
Gianluigi Folino, Azhar Ali Shah, Natalio Krasnogor
On the Scalability of Multi-Criteria Protein Structure Comparison in the Grid. Euro-Par Workshops (2010)
Gianluigi Folino, Fabio Gori, Mike S. M. Jetten, Elena Marchiori
Clustering Metagenome Short Reads Using Weighted Proteins. EvoBIO (2009)
Gianluigi Folino, Agostino Forestiero, Giandomenico Spezzano
An adaptive flocking algorithm for performing approximate clustering. Inf. Sci. 179 (18) (2009)
Gianluigi Folino, Azhar Ali Shah, Natalio Krasnogor
On the storage, management and analysis of (multi) similarity for large scale protein structure datasets in the grid. CBMS (2009)
Gianluigi Folino, Fabio Gori, Mike S. M. Jetten, Elena Marchiori
Evidence-Based Clustering of Reads and Taxonomic Analysis of Metagenomic Data. PRIB (2009)
Fabrizio Angiulli, Gianluigi Folino
A grid-based architecture for nearest neighbor based condensation of huge datasets. UPGRADE-CN (2008)
Gianluigi Folino, Clara Pizzuti, Giandomenico Spezzano
Training Distributed GP Ensemble With a Selective Algorithm Based on Clustering and Pruning for Pattern Classification. IEEE Trans. Evol. Comput. 12 (4) (2008)
Azhar Ali Shah, Daniel Barthel, Gianluigi Folino, Natalio Krasnogor
Performance Evaluation of Protein Structure Comparison Algorithms Under Integrated Resource Management Environment for MPI Jobs. ISPA (2008)
Gianluigi Folino, Agostino Forestiero, Giuseppe Papuzzo, Giandomenico Spezzano
Content-based mining for solving geoprocessing problems on grids. UPGRADE-CN (2007)
Gianluigi Folino, Clara Pizzuti, Giandomenico Spezzano
Mining Distributed Evolving Data Streams Using Fractal GP Ensembles. EuroGP (2007)
Gianluigi Folino, Clara Pizzuti, Giandomenico Spezzano
StreamGP: tracking evolving GP ensembles in distributed data streams using fractal dimension. GECCO (2007)
Gianluigi Folino, Clara Pizzuti, Giandomenico Spezzano
An Adaptive Distributed Ensemble Approach to Mine Concept-Drifting Data Streams. ICTAI (2) (2007)
Fabrizio Angiulli, Gianluigi Folino
Distributed Nearest Neighbor-Based Condensation of Very Large Data Sets. IEEE Trans. Knowl. Data Eng. 19 (12) (2007)
Fabrizio Angiulli, Gianluigi Folino
Efficient Distributed Data Condensation for Nearest Neighbor Classification. Euro-Par (2007)
Gianluigi Folino, Giandomenico Spezzano
An autonomic tool for building self-organizing Grid-enabled applications. Future Gener. Comput. Syst. 23 (5) (2007)
Gianluigi Folino, Agostino Forestiero, Giandomenico Spezzano
A Jxta Based Asynchronous Peer-to-Peer Implementation of Genetic Programming. J. Softw. 1 (2) (2006)
Gianluigi Folino, Clara Pizzuti, Giandomenico Spezzano
Improving cooperative GP ensemble with clustering and pruning for pattern classification. GECCO (2006)
Gianluigi Folino, Clara Pizzuti, Giandomenico Spezzano
GP ensembles for large-scale data classification. IEEE Trans. Evol. Comput. 10 (5) (2006)
Gianluigi Folino, Giandomenico Spezzano
P-CAGE: An Environment for Evolutionary Computation in Peer-to-Peer Systems. EuroGP (2006)
Gianluigi Folino, Giuseppe Mendicino, Alfonso Senatore, Giandomenico Spezzano, Salvatore Straface
A model based on cellular automata for the parallel simulation of 3D unsaturated flow. Parallel Comput. 32 (5-6) (2006)
Antonio Augimeri, Gianluigi Folino, Agostino Forestiero, Giandomenico Spezzano
A multidimensional flocking algorithm for clustering spatial data. WOA (2006)
Gianluigi Folino, Giandomenico Spezzano
CAMELotGrid: A Grid-based PSE for Autonomic Cellular Applications. PDP (2005)
Gianluigi Folino, Clara Pizzuti, Giandomenico Spezzano
GP Ensemble for Distributed Intrusion Detection Systems. ICAPR (1) (2005)
Gianluigi Folino, Giandomenico Spezzano
An Autonomic Middleware for Grid-Enabled Self-Organizing Applications. Parallel and Distributed Computing and Networks (2005)
Gianluigi Folino, Agostino Forestiero, Giandomenico Spezzano
Swarm-Based Distributed Clustering in Peer-to-Peer Systems. Artificial Evolution (2005)
Gianluigi Folino, Clara Pizzuti, Giandomenico Spezzano
Boosting Technique for Combining Cellular GP Classifiers. EuroGP (2004)
Mario Cannataro, Carmela Comito, Antonio Congiusta, Gianluigi Folino, Carlo Mastroianni, Andrea Pugliese, Giandomenico Spezzano, Domenico Talia, Pierangelo Veltri
A General Architecture for Grid-Based PSE Toolkits. PARA (2004)
Gianluigi Folino, Clara Pizzuti, Giandomenico Spezzano
Ensemble Techniques for Parallel Genetic Programming Based Classifiers. EuroGP (2003)
Gianluigi Folino, Giandomenico Spezzano
SPARROW: A Spatial Clustering Algorithm using Swarm Intelligence. Applied Informatics (2003)
Gianluigi Folino, Agostino Forestiero, Giandomenico Spezzano
Swarming Agents for Discovering Clusters in Spatial Data. ISPDC (2003)
Gianluigi Folino, Clara Pizzuti, Giandomenico Spezzano, Leonardo Vanneschi, Marco Tomassini
Diversity analysis in cellular and multipopulation genetic programming. IEEE Congress on Evolutionary Computation (2003)
Gianluigi Folino, Clara Pizzuti, Giandomenico Spezzano
A scalable cellular implementation of parallel genetic programming. IEEE Trans. Evol. Comput. 7 (1) (2003)
Gianluigi Folino, Agostino Forestiero, Giandomenico Spezzano
Discovering Clusters in Spatial Data Using Swarm Intelligence. ECAL (2003)
Gianluigi Folino, Clara Pizzuti, Giandomenico Spezzano
Improving Induction Decision Trees with Parallel Genetic Programming. PDP (2002)
Gianluigi Folino, Giandomenico Spezzano
An Adaptive Flocking Algorithm for Spatial Clustering. PPSN (2002)
Gianluigi Folino, Clara Pizzuti, Giandomenico Spezzano
Parallel hybrid method for SAT that couples genetic algorithms and local search. IEEE Trans. Evol. Comput. 5 (4) (2001)
Gianluigi Folino, Giandomenico Spezzano
Predictability of Cellular Programs Implemented with CAMELot. PDP (2001)
Gianluigi Folino, Clara Pizzuti, Giandomenico Spezzano
Parallel Genetic Programming for Decision Tree Induction. ICTAI (2001)
Gianluigi Folino, Clara Pizzuti, Giandomenico Spezzano
CAGE: A Tool for Parallel Genetic Programming Applications. EuroGP (2001)
Gianluigi Folino, Giandomenico Spezzano
CELLAR: a high level cellular programming language with regions. PDP (2000)
Gianluigi Folino, Clara Pizzuti, Giandomenico Spezzano
Genetic Programming and Simulated Annealing: A Hybrid Method to Evolve Decision Trees. EuroGP (2000)

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Publication Activity (10 Years)

Top Topics

Top Venues

Gianluigi Folino