Genetic Programming Bibliography entries for Gianluigi Folino

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GP coauthors/coeditors: Maryam Amir Haeri, Mohammad Mehdi Ebadzadeh, Claudio De Stefano, Francesco R Fontanella, Alessandra Scotto di Freca, Clara Pizzuti, Giandomenico Spezzano, Leonardo Vanneschi, Marco Tomassini, Agostino Forestiero, Giuseppe Papuzzo, Francesco Sergio Pisani, Pietro Sabatino,

Genetic Programming Articles by Gianluigi Folino

  1. G. Folino and F. S. Pisani. Evolving meta-ensemble of classifiers for handling incomplete and unbalanced datasets in the cyber security domain. Applied Soft Computing, 47:179-190, 2016. details

  2. Maryam Amir Haeri and Mohammad Mehdi Ebadzadeh and Gianluigi Folino. Improving GP generalization: a variance-based layered learning approach. Genetic Programming and Evolvable Machines, 16(1):27-55, 2015. details

  3. G. Folino and F. S. Pisani. Automatic offloading of mobile applications into the cloud by means of genetic programming. Applied Soft Computing, 25:253-265, 2014. details

  4. C. De Stefano and G. Folino and F. Fontanella and A. Scotto di Freca. Using Bayesian networks for selecting classifiers in GP ensembles. Information Sciences, 258:200-216, 2014. details

  5. Gianluigi Folino and Clara Pizzuti and Giandomenico Spezzano. An ensemble-based evolutionary framework for coping with distributed intrusion detection. Genetic Programming and Evolvable Machines, 11(2):131-146, 2010. Special issue on parallel and distributed evolutionary algorithms, part II. details

  6. Gianluigi Folino and Clara Pizzuti and Giandomenico Spezzano. Training Distributed GP Ensemble With a Selective Algorithm Based on Clustering and Pruning for Pattern Classification. IEEE Transactions on Evolutionary Computation, 12(4):458-468, 2008. details

  7. Gianluigi Folino and Agostino Forestiero and Giandomenico Spezzano. A Jxta Based Asynchronous Peer-to-Peer Implementation of Genetic Programming. Journal of Software, 1(2):12-23, 2006. details

  8. Gianluigi Folino and Clara Pizzuti and Giandomenico Spezzano. GP ensembles for large-scale data classification. IEEE Transactions on Evolutionary Computation, 10(5):604-616, 2006. details

  9. Gianluigi Folino and Clara Pizzuti and Giandomenico Spezzano. A Scalable Cellular Implementation of Parallel Genetic Programming. IEEE Transactions on Evolutionary Computation, 7(1):37-53, 2003. details

Genetic Programming conference papers by Gianluigi Folino

  1. Gianluigi Folino and Francesco Sergio Pisani and Pietro Sabatino. An Incremental Ensemble Evolved by using Genetic Programming to Efficiently Detect Drifts in Cyber Security Datasets. In GECCO '16 Companion: Proceedings of the Companion Publication of the 2016 Annual Conference on Genetic and Evolutionary Computation, pages 1103-1110, Denver, Colorado, USA, 2016. ACM. details

  2. Gianluigi Folino and Francesco Sergio Pisani. Combining Ensemble of Classifiers by using Genetic Programming for Cyber Security Applications. In Antonio M. Mora and Giovanni Squillero editors, 18th European Conference on the Applications of Evolutionary Computation, volume 9028, pages 54-66, Copenhagen, 2015. Springer. details

  3. Gianluigi Folino and Francesco Sergio Pisani. A Framework for Modeling Automatic Offloading of Mobile Applications Using Genetic Programming. In Anna I. Esparcia-Alcazar and Antonio Della Cioppa and Ivanoe De Falco and Ernesto Tarantino and Carlos Cotta and Robert Schaefer and Konrad Diwold and Kyrre Glette and Andrea Tettamanzi and Alexandros Agapitos and Paolo Burrelli and J. J. Merelo and Stefano Cagnoni and Mengjie Zhang and Neil Urquhart and Kevin Sim and Aniko Ekart and Francisco Fernandez de Vega and Sara Silva and Evert Haasdijk and Gusz Eiben and Anabela Simoes and Philipp Rohlfshagen editors, Applications of Evolutionary Computing, EvoApplications 2013: EvoCOMNET, EvoCOMPLEX, EvoENERGY, EvoFIN, EvoGAMES, EvoIASP, EvoINDUSTRY, EvoNUM, EvoPAR, EvoRISK, EvoROBOT, EvoSTOC, volume 7835, pages 62-71, Vienna, 2013. Springer Verlag. details

  4. Claudio De Stefano and Gianluigi Folino and Francesco Fontanella and Alessandra Scotto di Freca. Pruning GP-Based Classifier Ensembles by Bayesian Networks. In Carlos A. Coello Coello and Vincenzo Cutello and Kalyanmoy Deb and Stephanie Forrest and Giuseppe Nicosia and Mario Pavone editors, Parallel Problem Solving from Nature, PPSN XII (part 1), volume 7491, pages 236-245, Taormina, Italy, 2012. Springer. details

  5. Gianluigi Folino and Giuseppe Papuzzo. Handling Different Categories of Concept Drifts in Data Streams using Distributed GP. In Anna Isabel Esparcia-Alcazar and Aniko Ekart and Sara Silva and Stephen Dignum and A. Sima Uyar editors, Proceedings of the 13th European Conference on Genetic Programming, EuroGP 2010, volume 6021, pages 74-85, Istanbul, 2010. Springer. details

  6. Gianluigi Folino and Clara Pizzuti and Giandomenico Spezzano. Mining Distributed Evolving Data Streams using Fractal GP Ensembles. In Marc Ebner and Michael O'Neill and Anik\'o Ek\'art and Leonardo Vanneschi and Anna Isabel Esparcia-Alc\'azar editors, Proceedings of the 10th European Conference on Genetic Programming, volume 4445, pages 160-169, Valencia, Spain, 2007. Springer. details

  7. Gianluigi Folino and Clara Pizzuti and Giandomenico Spezzano. StreamGP: tracking evolving GP ensembles in distributed data streams using fractal dimension. In Dirk Thierens and Hans-Georg Beyer and Josh Bongard and Jurgen Branke and John Andrew Clark and Dave Cliff and Clare Bates Congdon and Kalyanmoy Deb and Benjamin Doerr and Tim Kovacs and Sanjeev Kumar and Julian F. Miller and Jason Moore and Frank Neumann and Martin Pelikan and Riccardo Poli and Kumara Sastry and Kenneth Owen Stanley and Thomas Stutzle and Richard A Watson and Ingo Wegener editors, GECCO '07: Proceedings of the 9th annual conference on Genetic and evolutionary computation, volume 2, pages 1751-1751, London, 2007. ACM Press. details

  8. Gianluigi Folino and Giandomenico Spezzano. P-CAGE: An Environment for Evolutionary Computation in Peer-to-Peer Systems. In Pierre Collet and Marco Tomassini and Marc Ebner and Steven Gustafson and Anik\'o Ek\'art editors, Proceedings of the 9th European Conference on Genetic Programming, volume 3905, pages 341-350, Budapest, Hungary, 2006. Springer. details

  9. Gianluigi Folino and Clara Pizzuti and Giandomenico Spezzano. Improving cooperative GP ensemble with clustering and pruning for pattern classification. In Maarten Keijzer and Mike Cattolico and Dirk Arnold and Vladan Babovic and Christian Blum and Peter Bosman and Martin V. Butz and Carlos Coello Coello and Dipankar Dasgupta and Sevan G. Ficici and James Foster and Arturo Hernandez-Aguirre and Greg Hornby and Hod Lipson and Phil McMinn and Jason Moore and Guenther Raidl and Franz Rothlauf and Conor Ryan and Dirk Thierens editors, GECCO 2006: Proceedings of the 8th annual conference on Genetic and evolutionary computation, volume 1, pages 791-798, Seattle, Washington, USA, 2006. ACM Press. details

  10. Gianluigi Folino and Clara Pizzuti and Giandomenico Spezzano. GP Ensembles for improving multi-class prediction problems. In Sara Manzoni and Matteo Palmonari and Fabio Sartori editors, AI*IA Workshop on Evolutionary Computation, Evoluzionistico GSICE05, University of Milan Bicocca, Italy, 2005. details

  11. Gianluigi Folino and Clara Pizzuti and Giandomenico Spezzano. Boosting technique for Combining Cellular GP Classifiers. In Maarten Keijzer and Una-May O'Reilly and Simon M. Lucas and Ernesto Costa and Terence Soule editors, Genetic Programming 7th European Conference, EuroGP 2004, Proceedings, volume 3003, pages 47-56, Coimbra, Portugal, 2004. Springer-Verlag. details

  12. G. Folino and C. Pizzuti and G. Spezzano and L. Vanneschi and M. Tomassini. Diversity analysis in cellular and multipopulation genetic programming. In Ruhul Sarker and Robert Reynolds and Hussein Abbass and Kay Chen Tan and Bob McKay and Daryl Essam and Tom Gedeon editors, Proceedings of the 2003 Congress on Evolutionary Computation CEC2003, pages 305-311, Canberra, 2003. IEEE Press. details

  13. Gianluigi Folino and Clara Pizzuti and Giandomenico Spezzano. Ensemble techniques for Parallel Genetic Programming based Classifiers. In Conor Ryan and Terence Soule and Maarten Keijzer and Edward Tsang and Riccardo Poli and Ernesto Costa editors, Genetic Programming, Proceedings of EuroGP'2003, volume 2610, pages 59-69, Essex, 2003. Springer-Verlag. details

  14. Gianluigi Folino and Clara Pizzuti and Giandomenico Spezzano. Improving induction decision trees with parallel genetic programming. In Proceedings 10th Euromicro Workshop on Parallel, Distributed and Network-based Processing, pages 181-187, Canary Islands, 2002. IEEE. details

  15. Gianluigi Folino and Clara Pizzuti and Giandomenico Spezzano. Parallel genetic programming for decision tree induction. In Proceedings of the 13th International Conference on Tools with Artificial Intelligence, pages 129-135, Dallas, TX USA, 2001. IEEE. details

  16. Gianluigi Folino and Clara Pizzuti and Giandomenico Spezzano. CAGE: A Tool for Parallel Genetic Programming Applications. In Julian F. Miller and Marco Tomassini and Pier Luca Lanzi and Conor Ryan and Andrea G. B. Tettamanzi and William B. Langdon editors, Genetic Programming, Proceedings of EuroGP'2001, volume 2038, pages 64-73, Lake Como, Italy, 2001. Springer-Verlag. details

  17. Gianluigi Folino and Clara Pizzuti and Giandomenico Spezzano. Genetic Programming and Simulated Annealing: A Hybrid Method to Evolve Decision Trees. In Riccardo Poli and Wolfgang Banzhaf and William B. Langdon and Julian F. Miller and Peter Nordin and Terence C. Fogarty editors, Genetic Programming, Proceedings of EuroGP'2000, volume 1802, pages 294-303, Edinburgh, 2000. Springer-Verlag. details

  18. Gianluigi Folino and Clara Pizzuti and Giandomenico Spezzano. A Cellular Genetic Programming Approach to Classification. In Wolfgang Banzhaf and Jason Daida and Agoston E. Eiben and Max H. Garzon and Vasant Honavar and Mark Jakiela and Robert E. Smith editors, Proceedings of the Genetic and Evolutionary Computation Conference, volume 2, pages 1015-1020, Orlando, Florida, USA, 1999. Morgan Kaufmann. details

Genetic Programming book chapters by Gianluigi Folino