Gianluigi Folino
Gianluigi Folino
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The force of few: boosting deviance detection in data scarcity scenarios through self-supervised learning and pattern-based encoding
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Francesco Folino
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Gianluigi Folino
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Massimo Guarascio
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Luigi Pontieri
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Self-Sovereign Identification of IoT Devices by Using Physically Unclonable Functions and Blockchain
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Gianluigi Folino
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Agostino Forestiero
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Giuseppe Papuzzo
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Explainable Process Deviance Discovery with Data-Efficient Deep Learning
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Francesco Folino
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Gianluigi Folino
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Massimo Guarascio
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Luigi Pontieri
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Discovering ensembles of small language models out of scarcely labelled data for fake news detection
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G. Folino
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M. Guarascio
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L. Pontieri
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P. Zicari
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Applying Multi-Objective Differential Evolution for IoT Application Design in the Edge-Cloud Continuum
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Gianluigi Folino
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Antonio Francesco Gentile
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Rosa Varchera
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Andrea Vinci
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Towards Data- and Compute-Efficient Fake-News Detection: An Approach Combining Active Learning and Pre-Trained Language Models
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Francesco Folino
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Gianluigi Folino
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Massimo Guarascio
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Luigi Pontieri
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Paolo Zicari
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Efficiently approaching vertical federated learning by combining data reduction and conditional computation techniques
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Francesco Folino
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Gianluigi Folino
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Francesco Sergio Pisani
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Luigi Pontieri
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Pietro Sabatino
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Data- & compute-efficient deviance mining via active learning and fast ensembles
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Francesco Folino
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Gianluigi Folino
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Massimo Guarascio
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Luigi Pontieri
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A Scalable Vertical Federated Learning Framework for Analytics in the Cybersecurity Domain
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Francesco Folino
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Gianluigi Folino
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Francesco Sergio Pisani
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Pietro Sabatino
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Luigi Pontieri
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Learning ensembles of deep neural networks for extreme rainfall event detection
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Gianluigi Folino
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Massimo Guarascio
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Francesco Chiaravalloti
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Learning Deep Fake-News Detectors from Scarcely-Labelled News Corpora
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P. Zicari
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M. Guarascio
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L. Pontieri
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G. Folino
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Fighting Misinformation, Radicalization and Bias in Social Media
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Erica Coppolillo
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Carmela Comito
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Marco Minici
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Ettore Ritacco
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Gianluigi Folino
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Francesco Sergio Pisani
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Massimo Guarascio
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Giuseppe Manco
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An ensemble-based framework for user behaviour anomaly detection and classification for cybersecurity
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Gianluigi Folino
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Carla Otranto Godano
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Francesco Sergio Pisani
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Semi-Supervised Discovery of DNN-Based Outcome Predictors from Scarcely-Labeled Process Logs
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Francesco Folino
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Gianluigi Folino
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Massimo Guarascio
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Luigi Pontieri
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Combining deep ensemble learning and explanation for intelligent ticket management
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P. Zicari
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G. Folino
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M. Guarascio
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L. Pontieri
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Combining Active Learning and Fast DNN Ensembles for Process Deviance Discovery
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Francesco Folino
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Gianluigi Folino
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Massimo Guarascio
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Luigi Pontieri
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A Scalable Architecture Exploiting Elastic Stack and Meta Ensemble of Classifiers for Profiling User Behaviour
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Gianluigi Folino
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Carla Otranto Godano
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Francesco Sergio Pisani
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A Machine Learning Approach for Rainfall Estimation Integrating Heterogeneous Data Sources
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Massimo Guarascio
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Gianluigi Folino
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Francesco Chiaravalloti
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Salvatore Gabriele
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Antonio Procopio
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Pietro Sabatino
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SDCOR: Scalable density-based clustering for local outlier detection in massive-scale datasets[Formula presented]
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Sayyed Ahmad Naghavi Nozad
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Maryam Amir Haeri
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Gianluigi Folino
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On learning effective ensembles of deep neural networks for intrusion detection
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F. Folino
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G. Folino
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M. Guarascio
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F.S. Pisani
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L. Pontieri
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Discovering accurate deep learning based predictive models for automatic customer support ticket classification
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Paolo Zicari
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Gianluigi Folino
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Massimo Guarascio
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Luigi Pontieri
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A p2p environment to validate ensemble-based approaches in the cybersecurity domain
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Francesco Folino
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Gianluigi Folino
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Luigi Pontieri
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A Multi-view Ensemble of Deep Models for the Detection of Deviant Process Instances
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Francesco Folino
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Gianluigi Folino
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Massimo Guarascio
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Luigi Pontieri
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A GP-based ensemble classification framework for time-changing streams of intrusion detection data
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Gianluigi Folino
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Francesco Sergio Pisani
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Luigi Pontieri
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A Cybersecurity Framework for Classifying Non Stationary Data Streams Exploiting Genetic Programming and Ensemble Learning
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Gianluigi Folino
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Francesco Sergio Pisani
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Luigi Pontieri
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Using genetic programming for combining an ensemble of local and global outlier algorithms to detect new attacks
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Gianluigi Folino
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Francesco Sergio Pisani
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Luigi Pontieri
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Pietro Sabatino
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Maryam Amir Haeri
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Learning effective neural nets for outcome prediction from partially labelled log data
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Francesco Folino
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Gianluigi Folino
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Massimo Guarascio
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Luigi Pontieri
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Exploiting fractal dimension and a distributed evolutionary approach to classify data streams with concept drifts
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Gianluigi Folino
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Massimo Guarascio
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Giuseppe Papuzzo
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Deep Learning on Big Data
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Gianluigi Folino
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Massimo Guarascio
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Maryam A. Haeri
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A Deep Learning based architecture for rainfall estimation integrating heterogeneous data sources
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Gianluigi Folino
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Massimo Guarascio
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Francesco Chiaravalloti
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Salvatore Gabriele
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Special issue on evolutionary multi-objective optimization and applications in big data
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Gianluigi Folino
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Giuseppe A. Trunfio
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An ensemble-based P2P framework for the detection of deviant business process instances
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Francesco Folino
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Gianluigi Folino
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Luigi Pontieri
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Parallel Execution of Cellular Automata through Space Partitioning: The Landslide Simulation Sciddicas3-Hex Case Study
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Andrea Giordano
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Alessio De Rango
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Davide Spataro
,
Donato D'Ambrosio
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Carlo Mastroianni
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Gianluigi Folino
,
William Spataro
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A software architecture for classifying users in e-payment systems
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Gianluigi Folino
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Francesco Sergio Pisani
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A peer-to-peer architecture for detecting attacks from network traffic and log data
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Francesco Folino
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Gianluigi Folino
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Luigi Pontieri
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Pietro Sabatino
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Scalable asynchronous execution of cellular automata
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Gianluigi Folino
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Andrea Giordano
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Carlo Mastroianni
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Evolving meta-ensemble of classifiers for handling incomplete and unbalanced datasets in the cyber security domain
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G. Folino
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F.S. Pisani
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Ensemble based collaborative and distributed intrusion detection systems: A survey
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Gianluigi Folino
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Pietro Sabatino
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An incremental ensemble evolved by using genetic programming to efficiently detect drifts in cyber security datasets
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Gianluigi Folino
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Francesco Sergio Pisani
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Pietro Sabatino
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Adaptive intrusion detection in distributed environments: An ensemble-based approach
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Alfredo Cuzzocrea
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Gianluigi Folino
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Pietro Sabatino
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A distributed intrusion detection framework based on evolved specialized ensembles of classifiers
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Gianluigi Folino
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Francesco Sergio Pisani
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Pietro Sabatino
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Strategies for parallelizing Swarm intelligence algorithms
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Franco Cicirelli
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Gianluigi Folino
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Agostino Forestiero
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Andrea Giordano
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Carlo Mastroianni
,
Giandomenico Spezzano
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Combining ensemble of classifiers by using genetic programming for cyber security applications
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Gianluigi Folino
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Francesco Sergio Pisani
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A distributed framework for supporting adaptive ensemble-based intrusion detection
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Alfredo Cuzzocrea
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Gianluigi Folino
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Pietro Sabatino
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Statistical genetic programming: The role of diversity
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Maryam Amir Haeri
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Mohammad Mehdi Ebadzadeh
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Gianluigi Folino
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Modeling the offloading of different types of mobile applications by using evolutionary algorithms
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Gianluigi Folino
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Francesco S. Pisani
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Efficient discovery of data mining services over DHT-based overlays
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Gianluigi Folino
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Francesco Pisani
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Paolo Trunfio
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Automatic offloading of mobile applications into the cloud by means of genetic programming
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G. Folino
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F.S. Pisani
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Preface: Nature inspired solutions for high performance computing
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Gianluigi Folino
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Carlo Mastroianni
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Sanaz Mostaghim
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Differences in sequencing technologies improve the retrieval of anammox bacterial genome from metagenomes
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Fabio Gori
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Susannah G. Tringe
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Gianluigi Folino
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Sacha A.F.T. Van Hijum
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Huub J.M. Op Den Camp
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Mike S.M. Jetten
,
Elena Marchiori
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A framework for modeling automatic offloading of mobile applications using genetic programming
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Gianluigi Folino
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Francesco Sergio Pisani
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Special issue: Bio-inspired optimization techniques for high performance computing
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Gianluigi Folino
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Carlo Mastroianni
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On the scalability of multi-criteria protein structure comparison in the grid
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Gianluigi Folino
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Azhar Ali Shah
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Natalio Krasnogor
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MTR: Taxonomic annotation of short metagenomic reads using clustering at multiple taxonomic ranks
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Fabio Gori
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Gianluigi Folino
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Mike S.M. Jetten
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Elena Marchiori
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8th International Conference on Autonomic Computing, ICAC 2011 Co-located Workshops - Proceedings of the 3rd Workshop on Biologically Inspired Algorithms for Distributed Systems, BADS 2011: Foreword
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Gianluigi Folino
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Carlo Mastroianni
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Sanaz Mostaghim
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Junichi Suzuki
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Using entropy for evaluating swarm intelligence algorithms
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Gianluigi Folino
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Agostino Forestiero
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Toward high-throughput, multicriteria protein-structure comparison and analysis
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Azhar Ali Shah
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Gianluigi Folino
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Natalio Krasnogor
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Special section: Bio-inspired algorithms for distributed systems
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Gianluigi Folino
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Carlo Mastroianni
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Proceeding of the 2nd Workshop on Bio-Inspired Algorithms for Distributed Systems, BADS '10: Foreword
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Gianluigi Folino
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Paraskevi Fragopoulou
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Carlo Mastroianni
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Junichi Suzuki
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Handling different categories of concept drifts in data streams using distributed GP
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Gianluigi Folino
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Giuseppe Papuzzo
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An ensemble-based evolutionary framework for coping with distributed intrusion detection
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Gianluigi Folino
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Clara Pizzuti
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Giandomenico Spezzano
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A grid portal for solving geoscience problems using distributed knowledge discovery services
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Gianluigi Folino
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Agostino Forestiero
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Giuseppe Papuzzo
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Giandomenico Spezzano
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On the storage, management and analysis of (Multi) similarity for large scale protein structure datasets in the grid
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Gianluigi Folino
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Azhar Ali Shah
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Natalio Kransnogor
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Evidence-based clustering of reads and taxonomic analysis of metagenomic data
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Gianluigi Folino
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Fabio Gori
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Mike S. M. Jetten
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Elena Marchiori
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Distributed anytime clustering using biologically inspired systems
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Gianluigi Folino
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Agostino Forestiero
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Giandomenico Spezzano
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Clustering metagenome short reads using weighted proteins
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Gianluigi Folino
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Fabio Gori
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Mike S.M. Jetten
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Elena Marchiori
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An adaptive flocking algorithm for performing approximate clustering
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Gianluigi Folino
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Agostino Forestiero
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Giandomenico Spezzano
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Training distributed GP ensemble with a selective algorithm based on clustering and pruning for pattern classification
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Gianluigi Folino
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Clara Pizzuti
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Giandomenico Spezzano
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Performance evaluation of protein structure comparison algorithms under integrated resource management environment for MPI jobs
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Azhar A. Shah
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Gianluigi Folino
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Daniel Barthel
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Natalio Kransnogor
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A Grid-based architecture for nearest neighbor based condensation of huge datasets
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Fabrizio Angiulli
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Gianluigi Folino
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StreamGP: Tracking evolving GP ensembles in distributed data streams using fractal dimension
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Gianluigi Folino
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Clara Pizzuti
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Giandomenico Spezzano
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Mining distributed evolving data streams using fractal GP ensembles
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Gianluigi Folino
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Clara Pizzuti
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Giandomenico Spezzano
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Efficient distributed data condensation for nearest neighbor classification
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Fabrizio Angiulli
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Gianluigi Folino
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Distributed nearest neighbor-based condensation of very large data sets
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Fabrizio Angiulli
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Gianluigi Folino
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Content-based mining for solving geoprocessing problems on grids
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Gianluigi Folino
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Agostino Forestiero
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Giuseppe Papuzzo
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Giandomenico Spezzano
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An autonomic tool for building self-organizing Grid-enabled applications
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Gianluigi Folino
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Giandomenico Spezzano
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An adaptive distributed ensemble approach to mine concept-drifting data streams
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Gianluigi Folino
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Clara Pizzuti
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Giandomenico Spezzano
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Swarm-based distributed clustering in peer-to-peer systems
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Gianluigi Folino
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Agostino Forestiero
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Giandomenico Spezzano
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P-CAGE: An environment for evolutionary computation in peer-to-peer systems
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Gianluigi Folino
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Giandomenico Spezzano
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Improving cooperative GP ensemble with clustering and pruning for pattern classification
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Gianluigi Folino
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Clara Pizzuti
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Giandomenico Spezzano
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GP ensembles for large-scale data classification
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Gianluigi Folino
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Clara Pizzuti
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Giandomenico Spezzano
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A multidimensional flocking algorithm for clustering spatial data
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Antonio Augimeri
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Gianluigi Folino
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Agostino Forestiero
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Giandomenico Spezzano
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A model based on cellular automata for the parallel simulation of 3D unsaturated flow
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Gianluigi Folino
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Giuseppe Mendicino
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Alfonso Senatore
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Giandomenico Spezzano
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Salvatore Straface
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A jxta based asynchronous peer-to-peer implementation of genetic programming
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Gianluigi Folino
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Agostino Forestiero
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Giandomenico Spezzano
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A general architecture for grid-based PSE toolkits
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Mario Cannataro
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Carmela Comito
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Antonio Congiusta
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Gianluigi Folino
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Carlo Mastroianni
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Andrea Pugliese
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Giandomenico Spezzano
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Domenico Talia
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Pierangelo Veltri
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MOSÈ: A grid-enabled software platform to solve geoprocessing problems
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G. Folino
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A. Forestiero
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G. Papuzzo
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G. Spezzano
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GP ensemble for distributed Intrusion detection systems
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Gianluigi Folino
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Clara Pizzuti
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Giandomenico Spezzano
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CAMELotGrid: A Grid-based PSE for autonomic cellular applications
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Gianluigi Folino
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Giandomenico Spezzano
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An autonomic middleware for grid-enabled self-organizing applications
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Gianluigi Folino
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Giandomenico Spezzano
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Boosting technique for combining cellular GP classifiers
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Gianluigi Folino
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Clara Pizzuti
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Giandomenico Spezzano
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Swarming agents for discovering clusters in spatial data
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Gianluigi Folino
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Agostino Forestiero
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Giandomenico Spezzano
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Sparrow: A Spatial Clustering Algorithm using Swarm Intelligence
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Gianluigi Folino
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Giandomenico Spezzano
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Ensemble techniques for parallel genetic programming based classifiers
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Gianluigi Folino
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Clara Pizzuti
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Giandomenico Spezzano
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Discovering clusters in spatial data using swarm intelligence
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Gianluigi Folino
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Agostino Forestiero
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Giandomenico Spezzano
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A scalable cellular implementation of parallel genetic programming
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Gianluigi Folino
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Clara Pizzuti
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Giandomenico Spezzano
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An adaptive flocking algorithm for spatial clustering
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Gianluigi Folino
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Giandomenico Spezzano
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Predictability of cellular programs implemented with CAMELot
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G. Folino
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G. Spezzano
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Parallel hybrid method for SAT that couples genetic algorithms and local search
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G. Folino
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C. Pizzuti
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G. Spezzano
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Parallel genetic programming for decision tree induction
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Gianluigi Folino
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Clara Pizzuti
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Giandomenico Spezzano
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CAGE: A tool for parallel genetic programming applications
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Gianluigi Folino
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Clara Pizzuti
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Giandomenico Spezzano
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Surgical planning and prognosis of malignant skin melanoma; [Programmazione chirurgica e prognosi del melanoma maligno cutaneo]
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T.C. Molizzi
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F. Miceli
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P. Rubino
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R. Daffina
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G. Folino
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R. Miceli
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Genetic programming and simulated annealing: A hybrid method to evolve decision trees
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Gianluigi Folino
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Clara Pizzuti
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Giandomenico Spezzano
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CELLAR: A high level cellular programming language with regions
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G. Folino
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G. Spezzano
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A critical review of gastroesophageal reflux surgery; [Revisione critica della terapia chirurgica della malattia da reflusso gastro-esofageo]
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T.C. Molizzi
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F. Miceli
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P. Rubino
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R. Daffina
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V. De Maria
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G. Folino
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R. Miceli
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Post-traumatic diaphragmatic hernia. Clinical case; [Ernie diaframmatiche post-traumatiche]
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T.C. Molizzi
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F. Miceli
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G. Folino
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R. Daffina
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P. Rubino
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R. Miceli
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Solving the satisfiability problem by a parallel cellular genetic algorithm
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G. Folino
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C. Pizzuti
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Performance evaluation and modeling of MPI communications on the Meiko CS-2
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Gianluigi Folino
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Giandomenico Spezzano
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Domenico Talia
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Evaluating and modeling communication overhead of MPI primitives on the Meiko CS-2
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Gianluigi Folino
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Giandomenico Spezzano
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Domenico Talia
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Combining cellular genetic algorithms and local search for solving satisfiability problems
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Gianluigi Folino
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Clani Pizzuti
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Giandomemco Spezzano
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