Gianluigi Folino

119 papers A 4B 16C 12Misc 1Journal 42Unranked 39

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Applying Multi-Objective Differential Evolution for IoT Application Design in the Edge-Cloud Continuum. GECCO Companion Gianluigi Folino, Antonio Francesco Gentile, Rosa Varchera, Andrea Vinci
2025	J	`jnl`	Discovering ensembles of small language models out of scarcely labelled data for fake news detection. Appl. Soft Comput. Gianluigi Folino, Massimo Guarascio, Luigi Pontieri, Paolo Zicari
2025	J	`jnl`	The force of few: boosting deviance detection in data scarcity scenarios through self-supervised learning and pattern-based encoding. Soft Comput. Francesco Folino, Gianluigi Folino, Massimo Guarascio, Luigi Pontieri
2024	C	`conf`	A Scalable Vertical Federated Learning Framework for Analytics in the Cybersecurity Domain. PDP Francesco Folino, Gianluigi Folino, Francesco Sergio Pisani, Pietro Sabatino, Luigi Pontieri
2024	J	`jnl`	Boosting MATE Security through Small Language Models. ERCIM News Luca Caviglione, Gianluigi Folino, Massimo Guarascio, Paolo Zicari
2024	J	`jnl`	Data- & compute-efficient deviance mining via active learning and fast ensembles. J. Intell. Inf. Syst. Francesco Folino, Gianluigi Folino, Massimo Guarascio, Luigi Pontieri
2024	J	`jnl`	Efficiently approaching vertical federated learning by combining data reduction and conditional computation techniques. J. Big Data Francesco Folino, Gianluigi Folino, Francesco Sergio Pisani, Luigi Pontieri, Pietro Sabatino
2024	J	`jnl`	Towards Data- and Compute-Efficient Fake-News Detection: An Approach Combining Active Learning and Pre-Trained Language Models. SN Comput. Sci. Francesco Folino, Gianluigi Folino, Massimo Guarascio, Luigi Pontieri, Paolo Zicari
2023	J	`jnl`	An Explainable Deep Ensemble Framework for Intelligent Ticket Management. ERCIM News Gianluigi Folino, Massimo Guarascio, Luigi Pontieri, Paolo Zicari
2023	J	`jnl`	An ensemble-based framework for user behaviour anomaly detection and classification for cybersecurity. J. Supercomput. Gianluigi Folino, Carla Otranto Godano, Francesco Sergio Pisani
2023	—	`conf`	Explainable Process Deviance Discovery with Data-Efficient Deep Learning. NUMTA (1) Francesco Folino, Gianluigi Folino, Massimo Guarascio, Luigi Pontieri
2023	—	`conf`	Fighting Misinformation, Radicalization and Bias in Social Media. Ital-IA Erica Coppolillo, Carmela Comito, Marco Minici, Ettore Ritacco, Gianluigi Folino, Francesco Sergio Pisani, Massimo Guarascio, Giuseppe Manco
2023	—	`conf`	Learning Deep Fake-News Detectors from Scarcely-Labelled News Corpora. ICEIS (1) Paolo Zicari, Massimo Guarascio, Luigi Pontieri, Gianluigi Folino
2023	J	`jnl`	Learning ensembles of deep neural networks for extreme rainfall event detection. Neural Comput. Appl. Gianluigi Folino, Massimo Guarascio, Francesco Chiaravalloti
2023	—	`conf`	Self-Sovereign Identification of IoT Devices by Using Physically Unclonable Functions and Blockchain. NUMTA (3) Gianluigi Folino, Agostino Forestiero, Giuseppe Papuzzo
2022	J	`jnl`	A Machine Learning Approach for Rainfall Estimation Integrating Heterogeneous Data Sources. IEEE Trans. Geosci. Remote. Sens. Massimo Guarascio, Gianluigi Folino, Francesco Chiaravalloti, Salvatore Gabriele, Antonio Procopio, Pietro Sabatino
2022	C	`conf`	A Scalable Architecture Exploiting Elastic Stack and Meta Ensemble of Classifiers for Profiling User Behaviour. PDP Gianluigi Folino, Carla Otranto Godano, Francesco Sergio Pisani
2022	J	`jnl`	A Scalable Ensemble-based Framework to Analyse Users? Digital Footprints for Cybersecurity. ERCIM News Gianluigi Folino, Francesco Sergio Pisani, Carla Otranto Godano
2022	C	`conf`	Combining Active Learning and Fast DNN Ensembles for Process Deviance Discovery. ISMIS Francesco Folino, Gianluigi Folino, Massimo Guarascio, Luigi Pontieri
2022	J	`jnl`	Combining deep ensemble learning and explanation for intelligent ticket management. Expert Syst. Appl. Paolo Zicari, Gianluigi Folino, Massimo Guarascio, Luigi Pontieri
2022	J	`jnl`	Semi-Supervised Discovery of DNN-Based Outcome Predictors from Scarcely-Labeled Process Logs. Bus. Inf. Syst. Eng. Francesco Folino, Gianluigi Folino, Massimo Guarascio, Luigi Pontieri
2021	Misc	`conf`	Discovering accurate deep learning based predictive models for automatic customer support ticket classification. SAC Paolo Zicari, Gianluigi Folino, Massimo Guarascio, Luigi Pontieri
2021	J	`jnl`	On learning effective ensembles of deep neural networks for intrusion detection. Inf. Fusion Francesco Folino, Gianluigi Folino, Massimo Guarascio, Francesco Sergio Pisani, Luigi Pontieri
2021	J	`jnl`	SDCOR: Scalable density-based clustering for local outlier detection in massive-scale datasets. Knowl. Based Syst. Sayyed-Ahmad Naghavi-Nozad, Maryam Amir Haeri, Gianluigi Folino
2020	J	`jnl`	A GP-based ensemble classification framework for time-changing streams of intrusion detection data. Soft Comput. Gianluigi Folino, Francesco Sergio Pisani, Luigi Pontieri
2020	—	`conf`	A Multi-view Ensemble of Deep Models for the Detection of Deviant Process Instances. PKDD/ECML Workshops Francesco Folino, Gianluigi Folino, Massimo Guarascio, Luigi Pontieri
2020	C	`conf`	A p2p environment to validate ensemble-based approaches in the cybersecurity domain. PDP Francesco Folino, Gianluigi Folino, Luigi Pontieri
2020	J	`jnl`	SDCOR: Scalable Density-based Clustering for Local Outlier Detection in Massive-Scale Datasets. CoRR Sayyed-Ahmad Naghavi-Nozad, Maryam Amir Haeri, Gianluigi Folino
2020	J	`jnl`	Using Deep Learning and Data Integration for Accurate Rainfall Estimates. ERCIM News Gianluigi Folino, Massimo Guarascio, Francesco Chiaravalloti, Salvatore Gabriele
2019	—	`conf`	A Cybersecurity Framework for Classifying Non Stationary Data Streams Exploiting Genetic Programming and Ensemble Learning. NUMTA(1) Gianluigi Folino, Francesco Sergio Pisani, Luigi Pontieri
2019	B	`conf`	A Deep Learning based architecture for rainfall estimation integrating heterogeneous data sources. IJCNN Gianluigi Folino, Massimo Guarascio, Francesco Chiaravalloti, Salvatore Gabriele
2019	—	`ch.`	Deep Learning on Big Data. Encyclopedia of Big Data Technologies Gianluigi Folino, Massimo Guarascio, Maryam Amir Haeri
2019	J	`jnl`	Exploiting fractal dimension and a distributed evolutionary approach to classify data streams with concept drifts. Appl. Soft Comput. Gianluigi Folino, Massimo Guarascio, Giuseppe Papuzzo
2019	B	`conf`	Learning Effective Neural Nets for Outcome Prediction from Partially Labelled Log Data. ICTAI Francesco Folino, Gianluigi Folino, Massimo Guarascio, Luigi Pontieri
2019	—	`conf`	Using genetic programming for combining an ensemble of local and global outlier algorithms to detect new attacks. GECCO (Companion) Gianluigi Folino, Francesco Sergio Pisani, Luigi Pontieri, Pietro Sabatino, Maryam Amir Haeri
2018	—	`conf`	An Ensemble-Based P2P Framework for the Detection of Deviant Business Process Instances. HPCS Francesco Folino, Gianluigi Folino, Luigi Pontieri
2018	J	`jnl`	Special issue on evolutionary multi-objective optimization and applications in big data. Appl. Soft Comput. Gianluigi Folino, Giuseppe A. Trunfio
2017	—	`conf`	A Peer-to-Peer Architecture for Detecting Attacks from Network Traffic and Log Data. HPCS Francesco Folino, Gianluigi Folino, Luigi Pontieri, Pietro Sabatino
2017	—	`conf`	A Software Architecture for Classifying Users in E-payment Systems. ITASEC Gianluigi Folino, Francesco Sergio Pisani
2017	C	`conf`	Parallel Execution of Cellular Automata through Space Partitioning: The Landslide Simulation Sciddicas3-Hex Case Study. PDP Andrea Giordano, Alessio De Rango, Davide Spataro, Donato D'Ambrosio, Carlo Mastroianni, Gianluigi Folino, William Spataro
2017	J	`jnl`	Statistical genetic programming for symbolic regression. Appl. Soft Comput. Maryam Amir Haeri, Mohammad Mehdi Ebadzadeh, Gianluigi Folino
2016	—	`conf`	A Distributed Intrusion Detection Framework Based on Evolved Specialized Ensembles of Classifiers. EvoApplications (1) Gianluigi Folino, Francesco Sergio Pisani, Pietro Sabatino
2016	—	`conf`	Adaptive Intrusion Detection in Distributed Environments: An Ensemble-Based Approach. SEBD Alfredo Cuzzocrea, Gianluigi Folino, Pietro Sabatino
2016	—	`conf`	An Incremental Ensemble Evolved by using Genetic Programming to Efficiently Detect Drifts in Cyber Security Datasets. GECCO (Companion) Gianluigi Folino, Francesco Sergio Pisani, Pietro Sabatino
2016	J	`jnl`	Ensemble based collaborative and distributed intrusion detection systems: A survey. J. Netw. Comput. Appl. Gianluigi Folino, Pietro Sabatino
2016	J	`jnl`	Evolving meta-ensemble of classifiers for handling incomplete and unbalanced datasets in the cyber security domain. Appl. Soft Comput. Gianluigi Folino, Francesco Sergio Pisani
2015	—	`conf`	A distributed framework for supporting adaptive ensemble-based intrusion detection. IEEE BigData Alfredo Cuzzocrea, Gianluigi Folino, Pietro Sabatino
2015	B	`conf`	Combining Ensemble of Classifiers by Using Genetic Programming for Cyber Security Applications. EvoApplications Gianluigi Folino, Francesco Sergio Pisani
2015	J	`jnl`	Improving GP generalization: a variance-based layered learning approach. Genet. Program. Evolvable Mach. Maryam Amir Haeri, Mohammad Mehdi Ebadzadeh, Gianluigi Folino
2015	C	`conf`	Strategies for Parallelizing Swarm Intelligence Algorithms. PDP Franco Cicirelli, Gianluigi Folino, Agostino Forestiero, Andrea Giordano, Carlo Mastroianni, Giandomenico Spezzano
2014	J	`jnl`	Automatic offloading of mobile applications into the cloud by means of genetic programming. Appl. Soft Comput. Gianluigi Folino, Francesco Sergio Pisani
2014	—	`conf`	Efficient discovery of data mining services over DHT-based overlays. HPCS Gianluigi Folino, Francesco Sergio Pisani, Paolo Trunfio
2014	B	`conf`	Modeling the Offloading of Different Types of Mobile Applications by Using Evolutionary Algorithms. EvoApplications Gianluigi Folino, Francesco Sergio Pisani
2014	J	`jnl`	Using Bayesian networks for selecting classifiers in GP ensembles. Inf. Sci. Claudio De Stefano, Gianluigi Folino, Francesco Fontanella, Alessandra Scotto di Freca
2013	B	`conf`	A Framework for Modeling Automatic Offloading of Mobile Applications Using Genetic Programming. EvoApplications Gianluigi Folino, Francesco Sergio Pisani
2013	J	`jnl`	Automatic Offloading of Mobile Applications Using Evolutionary Algorithms. ERCIM News Gianluigi Folino, Francesco Sergio Pisani
2013	J	`jnl`	Preface: nature inspired solutions for high performance computing. Nat. Comput. Gianluigi Folino, Carlo Mastroianni, Sanaz Mostaghim
2012	—	`conf`	Pruning GP-Based Classifier Ensembles by Bayesian Networks. PPSN (1) Claudio De Stefano, Gianluigi Folino, Francesco Fontanella, Alessandra Scotto di Freca
2011	—	`conf`	A Bayesian Approach for Combining Ensembles of GP Classifiers. MCS Claudio De Stefano, Francesco Fontanella, Gianluigi Folino, Alessandra Scotto di Freca
2011	J	`jnl`	MTR: taxonomic annotation of short metagenomic reads using clustering at multiple taxonomic ranks. Bioinform. Fabio Gori, Gianluigi Folino, Mike S. M. Jetten, Elena Marchiori
2011	—	`ed.`	Proceedings of the 3rd Workshop on Biologically Inspired Algorithms for Distributed Systems, BADS '11, Karlsruhe, Germany, June 14, 2011 BADS@ICAC Gianluigi Folino, Carlo Mastroianni, Sanaz Mostaghim, Junichi Suzuki
2011	J	`jnl`	Special Issue: Bio-Inspired Optimization Techniques for High Performance Computing. New Gener. Comput. Gianluigi Folino, Carlo Mastroianni
2011	—	`conf`	Using bayesian networks for selecting classifiers in GP ensembles. GECCO (Companion) Claudio De Stefano, Gianluigi Folino, Francesco Fontanella, Alessandra Scotto di Freca
2010	J	`jnl`	A grid portal for solving geoscience problems using distributed knowledge discovery services. Future Gener. Comput. Syst. Gianluigi Folino, Agostino Forestiero, Giuseppe Papuzzo, Giandomenico Spezzano
2010	J	`jnl`	An ensemble-based evolutionary framework for coping with distributed intrusion detection. Genet. Program. Evolvable Mach. Gianluigi Folino, Clara Pizzuti, Giandomenico Spezzano
2010	B	`conf`	Handling Different Categories of Concept Drifts in Data Streams Using Distributed GP. EuroGP Gianluigi Folino, Giuseppe Papuzzo
2010	—	`conf`	On the Scalability of Multi-Criteria Protein Structure Comparison in the Grid. Euro-Par Workshops Gianluigi Folino, Azhar Ali Shah, Natalio Krasnogor
2010	—	`ed.`	Proceedings of the 2nd Workshop on Bio-Inspired Algorithms for Distributed Systems, BADS '10, Washington, DC, USA, June 11, 2010 BADS@ICAC Gianluigi Folino, Paraskevi Fragopoulou, Carlo Mastroianni, Junichi Suzuki
2010	J	`jnl`	Special section: Bio-inspired algorithms for distributed systems. Future Gener. Comput. Syst. Gianluigi Folino, Carlo Mastroianni
2010	—	`conf`	Using Entropy for Evaluating Swarm Intelligence Algorithms. NICSO Gianluigi Folino, Agostino Forestiero
2009	J	`jnl`	An adaptive flocking algorithm for performing approximate clustering. Inf. Sci. Gianluigi Folino, Agostino Forestiero, Giandomenico Spezzano
2009	—	`conf`	Clustering Metagenome Short Reads Using Weighted Proteins. EvoBIO Gianluigi Folino, Fabio Gori, Mike S. M. Jetten, Elena Marchiori
2009	—	`conf`	Evidence-Based Clustering of Reads and Taxonomic Analysis of Metagenomic Data. PRIB Gianluigi Folino, Fabio Gori, Mike S. M. Jetten, Elena Marchiori
2009	B	`conf`	On the storage, management and analysis of (multi) similarity for large scale protein structure datasets in the grid. CBMS Gianluigi Folino, Azhar Ali Shah, Natalio Krasnogor
2009	—	`ed.`	Proceedings of the 2009 workshop on Bio-inspired algorithms for distributed systems, BADS@ICAC 2009, Barcelona, Spain, June 19, 2009 BADS@ICAC Gianluigi Folino, Natalio Krasnogor, Carlo Mastroianni, Franco Zambonelli
2008	—	`conf`	A grid-based architecture for nearest neighbor based condensation of huge datasets. UPGRADE-CN Fabrizio Angiulli, Gianluigi Folino
2008	C	`conf`	Performance Evaluation of Protein Structure Comparison Algorithms Under Integrated Resource Management Environment for MPI Jobs. ISPA Azhar Ali Shah, Daniel Barthel, Gianluigi Folino, Natalio Krasnogor
2008	J	`jnl`	Training Distributed GP Ensemble With a Selective Algorithm Based on Clustering and Pruning for Pattern Classification. IEEE Trans. Evol. Comput. Gianluigi Folino, Clara Pizzuti, Giandomenico Spezzano
2007	—	`conf`	An Adaptive Distributed Ensemble Approach to Mine Concept-Drifting Data Streams. ICTAI (2) Gianluigi Folino, Clara Pizzuti, Giandomenico Spezzano
2007	J	`jnl`	An autonomic tool for building self-organizing Grid-enabled applications. Future Gener. Comput. Syst. Gianluigi Folino, Giandomenico Spezzano
2007	—	`conf`	Content-based mining for solving geoprocessing problems on grids. UPGRADE-CN Gianluigi Folino, Agostino Forestiero, Giuseppe Papuzzo, Giandomenico Spezzano
2007	J	`jnl`	Distributed Nearest Neighbor-Based Condensation of Very Large Data Sets. IEEE Trans. Knowl. Data Eng. Fabrizio Angiulli, Gianluigi Folino
2007	—	`conf`	Efficient Distributed Data Condensation for Nearest Neighbor Classification. Euro-Par Fabrizio Angiulli, Gianluigi Folino
2007	B	`conf`	Mining Distributed Evolving Data Streams Using Fractal GP Ensembles. EuroGP Gianluigi Folino, Clara Pizzuti, Giandomenico Spezzano
2007	A	`conf`	StreamGP: tracking evolving GP ensembles in distributed data streams using fractal dimension. GECCO Gianluigi Folino, Clara Pizzuti, Giandomenico Spezzano
2006	J	`jnl`	A Jxta Based Asynchronous Peer-to-Peer Implementation of Genetic Programming. J. Softw. Gianluigi Folino, Agostino Forestiero, Giandomenico Spezzano
2006	J	`jnl`	A model based on cellular automata for the parallel simulation of 3D unsaturated flow. Parallel Comput. Gianluigi Folino, Giuseppe Mendicino, Alfonso Senatore, Giandomenico Spezzano, Salvatore Straface
2006	—	`conf`	A multidimensional flocking algorithm for clustering spatial data. WOA Antonio Augimeri, Gianluigi Folino, Agostino Forestiero, Giandomenico Spezzano
2006	J	`jnl`	GP ensembles for large-scale data classification. IEEE Trans. Evol. Comput. Gianluigi Folino, Clara Pizzuti, Giandomenico Spezzano
2006	A	`conf`	Improving cooperative GP ensemble with clustering and pruning for pattern classification. GECCO Gianluigi Folino, Clara Pizzuti, Giandomenico Spezzano
2006	B	`conf`	P-CAGE: An Environment for Evolutionary Computation in Peer-to-Peer Systems. EuroGP Gianluigi Folino, Giandomenico Spezzano
2005	—	`conf`	An Autonomic Middleware for Grid-Enabled Self-Organizing Applications. Parallel and Distributed Computing and Networks Gianluigi Folino, Giandomenico Spezzano
2005	C	`conf`	CAMELotGrid: A Grid-based PSE for Autonomic Cellular Applications. PDP Gianluigi Folino, Giandomenico Spezzano
2005	—	`conf`	GP Ensemble for Distributed Intrusion Detection Systems. ICAPR (1) Gianluigi Folino, Clara Pizzuti, Giandomenico Spezzano
2005	—	`conf`	Swarm-Based Distributed Clustering in Peer-to-Peer Systems. Artificial Evolution Gianluigi Folino, Agostino Forestiero, Giandomenico Spezzano
2005	—	`ch.`	Swarming Agents for Decentralized Clustering in Spatial Data. Handbook of Bioinspired Algorithms and Applications Gianluigi Folino, Giandomenico Spezzano, Agostino Forestiero
2004	—	`conf`	A General Architecture for Grid-Based PSE Toolkits. PARA Mario Cannataro, Carmela Comito, Antonio Congiusta, Gianluigi Folino, Carlo Mastroianni, Andrea Pugliese, Giandomenico Spezzano, Domenico Talia, Pierangelo Veltri
2004	B	`conf`	Boosting Technique for Combining Cellular GP Classifiers. EuroGP Gianluigi Folino, Clara Pizzuti, Giandomenico Spezzano
2003	J	`jnl`	A scalable cellular implementation of parallel genetic programming. IEEE Trans. Evol. Comput. Gianluigi Folino, Clara Pizzuti, Giandomenico Spezzano
2003	—	`conf`	Discovering Clusters in Spatial Data Using Swarm Intelligence. ECAL Gianluigi Folino, Agostino Forestiero, Giandomenico Spezzano
2003	B	`conf`	Diversity analysis in cellular and multipopulation genetic programming. IEEE Congress on Evolutionary Computation Gianluigi Folino, Clara Pizzuti, Giandomenico Spezzano, Leonardo Vanneschi, Marco Tomassini
2003	B	`conf`	Ensemble Techniques for Parallel Genetic Programming Based Classifiers. EuroGP Gianluigi Folino, Clara Pizzuti, Giandomenico Spezzano
2003	—	`conf`	SPARROW: A Spatial Clustering Algorithm using Swarm Intelligence. Applied Informatics Gianluigi Folino, Giandomenico Spezzano
2003	C	`conf`	Swarming Agents for Discovering Clusters in Spatial Data. ISPDC Gianluigi Folino, Agostino Forestiero, Giandomenico Spezzano
2002	A	`conf`	An Adaptive Flocking Algorithm for Spatial Clustering. PPSN Gianluigi Folino, Giandomenico Spezzano
2002	C	`conf`	Improving Induction Decision Trees with Parallel Genetic Programming. PDP Gianluigi Folino, Clara Pizzuti, Giandomenico Spezzano
2001	B	`conf`	CAGE: A Tool for Parallel Genetic Programming Applications. EuroGP Gianluigi Folino, Clara Pizzuti, Giandomenico Spezzano
2001	B	`conf`	Parallel Genetic Programming for Decision Tree Induction. ICTAI Gianluigi Folino, Clara Pizzuti, Giandomenico Spezzano
2001	J	`jnl`	Parallel hybrid method for SAT that couples genetic algorithms and local search. IEEE Trans. Evol. Comput. Gianluigi Folino, Clara Pizzuti, Giandomenico Spezzano
2001	C	`conf`	Predictability of Cellular Programs Implemented with CAMELot. PDP Gianluigi Folino, Giandomenico Spezzano
2000	C	`conf`	CELLAR: a high level cellular programming language with regions. PDP Gianluigi Folino, Giandomenico Spezzano
2000	B	`conf`	Genetic Programming and Simulated Annealing: A Hybrid Method to Evolve Decision Trees. EuroGP Gianluigi Folino, Clara Pizzuti, Giandomenico Spezzano
2000	—	`conf`	Scalability Analysis and Performance Prediction for Cellular Programs on Parallel Computers. ACRI Gianluigi Folino, Giandomenico Spezzano
1999	A	`conf`	A Cellular Genetic Programming Approach to Classification. GECCO Gianluigi Folino, Clara Pizzuti, Giandomenico Spezzano
1999	—	`conf`	A cellular environment for steering high performance scientific applications. PARCO Gianluigi Folino, Giandomenico Spezzano
1998	B	`conf`	Combining cellular genetic algorithms and local search for solving satisfiability problems. ICTAI Gianluigi Folino, Clara Pizzuti, Giandomenico Spezzano
1998	—	`conf`	Evaluating and Modeling Communication Overhead of MPI Primitives on the Meiko CS-2. PVM/MPI Gianluigi Folino, Giandomenico Spezzano, Domenico Talia
1998	—	`conf`	Performance Evaluation and Modeling of MPI Communications on the Meiko CS-2. HPCN Europe Gianluigi Folino, Giandomenico Spezzano, Domenico Talia
1998	—	`conf`	Solving the Satisfiability Problem by a Parallel Celluar Genetic Algorithm. EUROMICRO Gianluigi Folino, Clara Pizzuti, Giandomenico Spezzano