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Mauro Castelli

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

51

Venues

10

Active years

2010–2026

Best venue rank

A

Where they publish

Papers

51 indexed papers, newest first.

YearVenueTitleAuthors
2026EUROGPNEVO-GSPT: Population-Based Neural Network Evolution Using Inflate and Deflate Operators.Davide Farinati, Frederico J. J. B. Santos, Leonardo Vanneschi, Mauro Castelli
2026EUROGPRevisiting SLIM: Improved Learning Dynamics and Model Compactness in Symbolic Regression.Gorka Silva, Lachlan Stewart, Illya Bakurov, Mauro Castelli, Davide Farinati, Jose Manuel Muoz Contreras, Leonardo Trujillio, Leonardo Vanneschi
2025EUROGPIntroducing Crossover in SLIM-GSGP.Gloria Pietropolli, Davide Farinati, Luca Manzoni, Mauro Castelli, Sara Silva, Leonardo Vanneschi
2025GECCOA Genetic Algorithm Framework for Jailbreaking Large Language Models.Lorenzo Bonin, Lorenzo Cusin, Andrea De Lorenzo, Mauro Castelli, Luca Manzoni
2024CECFull Inclusive Genetic Programming.Francesco Marchetti, Mauro Castelli, Illya Bakurov, Leonardo Vanneschi
2023EUROGPA Self-Adaptive Approach to Exploit Topological Properties of Different GAs' Crossover Operators.Jos Ferreira, Mauro Castelli, Luca Manzoni, Gloria Pietropolli
2023GECCOParametrizing GP Trees for Better Symbolic Regression Performance through Gradient Descent.Gloria Pietropolli, Federico Julian Camerota Verd, Luca Manzoni, Mauro Castelli
2022EUROGPCombining Geometric Semantic GP with Gradient-Descent Optimization.Gloria Pietropolli, Luca Manzoni, Alessia Paoletti, Mauro Castelli
2022GECCOGenetic programming for structural similarity design at multiple spatial scales.Illya Bakurov, Marco Buzzelli, Mauro Castelli, Raimondo Schettini, Leonardo Vanneschi
2021GECCOCoInGP: convolutional inpainting with genetic programming.Domagoj Jakobovic, Luca Manzoni, Luca Mariot, Stjepan Picek, Mauro Castelli
2020EUROGPIs k Nearest Neighbours Regression Better Than GP?Leonardo Vanneschi, Mauro Castelli, Luca Manzoni, Sara Silva, Leonardo Trujillo
2020GECCOTowards an evolutionary-based approach for natural language processing.Luca Manzoni, Domagoj Jakobovic, Luca Mariot, Stjepan Picek, Mauro Castelli
2020KESGenetic Algorithms for Finding Episodes in Temporal Networks.Mauro Castelli, Riccardo Dondi, Mohammad Mehdi Hosseinzadeh
2019EPIAExtending Local Search in Geometric Semantic Genetic Programming.Mauro Castelli, Luca Manzoni, Luca Mariot, Martina Saletta
2019GECCOEnhancing classification performance of convolutional neural networks for prostate cancer detection on magnetic resonance images: a study with the semantic learning machine.Paulo Lapa, Ivo Gonalves, Leonardo Rundo, Mauro Castelli
2019GECCOSemantic learning machine improves the CNN-Based detection of prostate cancer in non-contrast-enhanced MRI.Paulo Lapa, Ivo Gonalves, Leonardo Rundo, Mauro Castelli
2019ICCSTop k 2-Clubs in a Network: A Genetic Algorithm.Mauro Castelli, Riccardo Dondi, Sara Manzoni, Giancarlo Mauri, Italo Zoppis
2019ICCSComparing Deep and Machine Learning Approaches in Bioinformatics: A miRNA-Target Prediction Case Study.Valentina Giansanti, Mauro Castelli, Stefano Beretta, Ivan Merelli
2019IJCCIA Regression-like Classification System for Geometric Semantic Genetic Programming.Illya Bakurov, Mauro Castelli, Francesco Fontanella, Leonardo Vanneschi
2019IJCCIUniversal Learning Machine with Genetic Programming.Alessandro Re, Leonardo Vanneschi, Mauro Castelli
2018EUROGPPruning Techniques for Mixed Ensembles of Genetic Programming Models.Mauro Castelli, Ivo Gonalves, Luca Manzoni, Leonardo Vanneschi
2018EUROGPA Multiple Expression Alignment Framework for Genetic Programming.Leonardo Vanneschi, Kristen M. Scott, Mauro Castelli
2018GECCONeuroevolution under unimodal error landscapes: an exploration of the semantic learning machine algorithm.Jan-Benedikt Jagusch, Ivo Gonalves, Mauro Castelli
2018PPSNEDDA-V2 - An Improvement of the Evolutionary Demes Despeciation Algorithm.Illya Bakurov, Leonardo Vanneschi, Mauro Castelli, Francesco Fontanella
2017CECTowards the development of a complete GP system on an FPGA using geometric semantic operators.Carlos A. Goribar Jimnez, Yazmn Maldonado, Leonardo Trujillo, Mauro Castelli, Ivo Gonalves, Leonardo Vanneschi
2017CECAn initialization technique for geometric semantic GP based on demes evolution and despeciation.Leonardo Vanneschi, Illya Bakurov, Mauro Castelli
2017CECGeometric semantic genetic programming for biomedical applications: A state of the art upgrade.Leonardo Vanneschi, Mauro Castelli, Ivo Gonalves, Luca Manzoni, Sara Silva
2017CPMThe Longest Filled Common Subsequence Problem.Mauro Castelli, Riccardo Dondi, Giancarlo Mauri, Italo Zoppis
2017GECCOUnsure when to stop?: ask your semantic neighbors.Ivo Gonalves, Sara Silva, Carlos M. Fonseca, Mauro Castelli
2017GECCOPSXO: population-wide semantic crossover.Leonardo Vanneschi, Mauro Castelli, Luca Manzoni, Krzysztof Krawiec, Alberto Moraglio, Sara Silva, Ivo Gonalves
2017ICCS10Giuseppe Agapito, Mario Cannataro, Mauro Castelli, Riccardo Dondi, Italo Zoppis
2016GECCOArbitrarily Close Alignments in the Error Space: A Geometric Semantic Genetic Programming Approach.Ivo Gonalves, Sara Silva, Carlos M. Fonseca, Mauro Castelli
2016ICCS9Stefano Beretta, Mario Cannataro, Mauro Castelli
2016IJCCICombining Bayesian Approaches and Evolutionary Techniques for the Inference of Breast Cancer Networks.Stefano Beretta, Mauro Castelli, Ivo Gonalves, Ivan Merelli, Daniele Ramazzotti
2016IJCCIAn Analysis of Geometric Semantic Crossover: A Computational Geometry Approach.Mauro Castelli, Luca Manzoni, Ivo Gonalves, Leonardo Vanneschi, Leonardo Trujillo, Sara Silva
2016PDPA Machine Learning Approach for the Integration of miRNA-Target Predictions.Stefano Beretta, Mauro Castelli, Yuliana Martnez, Luis Muoz, Sara Silva, Leonardo Trujillo, Luciano Milanesi, Ivan Merelli
2015EPIAElectricity Demand Modelling with Genetic Programming.Mauro Castelli, Matteo De Felice, Luca Manzoni, Leonardo Vanneschi
2015GECCOGeometric Semantic Genetic Programming with Local Search.Mauro Castelli, Leonardo Trujillo, Leonardo Vanneschi, Sara Silva, Emigdio Z.-Flores, Pierrick Legrand
2014EUROGPA Multi-dimensional Genetic Programming Approach for Multi-class Classification Problems.Vijay Ingalalli, Sara Silva, Mauro Castelli, Leonardo Vanneschi
2014EUROGPESAGP - A Semantic GP Framework Based on Alignment in the Error Space.Stefano Ruberto, Leonardo Vanneschi, Mauro Castelli, Sara Silva
2013EPIAAn Efficient Implementation of Geometric Semantic Genetic Programming for Anticoagulation Level Prediction in Pharmacogenetics.Mauro Castelli, Davide Castaldi, Ilaria Giordani, Sara Silva, Leonardo Vanneschi, Francesco Archetti, Daniele Maccagnola
2013EUROGPA New Implementation of Geometric Semantic GP and Its Application to Problems in Pharmacokinetics.Leonardo Vanneschi, Mauro Castelli, Luca Manzoni, Sara Silva
2013GECCOAn efficient implementation of geometric semantic genetic programming for anticoagulation level prediction in pharmacogenetics.Mauro Castelli, Davide Castaldi, Leonardo Vanneschi, Ilaria Giordani, Francesco Archetti, Daniele Maccagnola
2012GECCOParameter tuning of evolutionary reactions systems.Mauro Castelli, Luca Manzoni, Leonardo Vanneschi
2012GECCOGenetic programming needs better benchmarks.James McDermott, David Robert White, Sean Luke, Luca Manzoni, Mauro Castelli, Leonardo Vanneschi, Wojciech Jaskowski, Krzysztof Krawiec, Robin Harper, Kenneth A. De Jong, Una-May O'Reilly
2011EPIAA Method to Reuse Old Populations in Genetic Algorithms.Mauro Castelli, Luca Manzoni, Leonardo Vanneschi
2011EUROGPA Quantitative Study of Learning and Generalization in Genetic Programming.Mauro Castelli, Luca Manzoni, Sara Silva, Leonardo Vanneschi
2011GECCOThe effect of selection from old populations in genetic algorithms.Mauro Castelli, Luca Manzoni, Leonardo Vanneschi
2011GECCOThe K landscapes: a tunably difficult benchmark for genetic programming.Leonardo Vanneschi, Mauro Castelli, Luca Manzoni
2010CECA comparison of the generalization ability of different genetic programming frameworks.Mauro Castelli, Luca Manzoni, Sara Silva, Leonardo Vanneschi
2010GECCOMeasuring bloat, overfitting and functional complexity in genetic programming.Leonardo Vanneschi, Mauro Castelli, Sara Silva