Mauro Castelli

178 papers A 9B 27C 4Misc 5Journal 104Unranked 25

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Automated specification search for composite-based structural equation modeling: A genetic approach. Comput. Stat. Data Anal. Laura Trinchera, Gloria Pietropolli, Mauro Castelli, Florian Schuberth
2026	J	`jnl`	Computational science in bioinformatics and biomedicine: From modeling and simulation, to knowledge extraction and artificial intelligence. J. Comput. Sci. Mario Cannataro, Giuseppe Agapito, Mauro Castelli, Riccardo Dondi, Rodrigo Weber dos Santos, Italo Francesco Zoppis
2026	J	`jnl`	Local search, semantics, and genetic programming: a global analysis. Soft Comput. Fabio Anselmi, Mauro Castelli, Alberto d'Onofrio, Luca Manzoni, Luca Mariot, Martina Saletta
2026	J	`jnl`	NEVO-GSPT: Population-Based Neural Network Evolution Using Inflate and Deflate Operators. CoRR Davide Farinati, Frederico J. J. B. Santos, Leonardo Vanneschi, Mauro Castelli
2026	J	`jnl`	Retrieval-Augmented Generation Assistant for Anatomical Pathology Laboratories. CoRR Diogo Pires, Yuriy Perezhohin, Mauro Castelli
2025	—	`conf`	A Genetic Algorithm Framework for Jailbreaking Large Language Models. GECCO Companion Lorenzo Bonin, Lorenzo Cusin, Andrea De Lorenzo, Mauro Castelli, Luca Manzoni
2025	B	`conf`	Introducing Crossover in SLIM-GSGP. EuroGP Gloria Pietropolli, Davide Farinati, Luca Manzoni, Mauro Castelli, Sara Silva, Leonardo Vanneschi
2024	J	`jnl`	Automatic design of interpretable control laws through parametrized Genetic Programming with adjoint state method gradient evaluation. Appl. Soft Comput. Francesco Marchetti, Gloria Pietropolli, Federico Julian Camerota Verdù, Mauro Castelli, Edmondo A. Minisci
2024	J	`jnl`	Combining computational linguistics with sentence embedding to create a zero-shot NLIDB. Array Yuriy Perezhohin, Fernando Peres, Mauro Castelli
2024	J	`jnl`	Enhancing Automatic Speech Recognition: Effects of Semantic Audio Filtering on Models Performance. IEEE Access Yuriy Perezhohin, Tiago Santos, Victor Costa, Fernando Peres, Mauro Castelli
2024	B	`conf`	Full Inclusive Genetic Programming. CEC Francesco Marchetti, Mauro Castelli, Illya Bakurov, Leonardo Vanneschi
2024	J	`jnl`	Geometric semantic genetic programming with normalized and standardized random programs. Genet. Program. Evolvable Mach. Illya Bakurov, Jose Manuel Muñoz Contreras, Mauro Castelli, Nuno M. Rodrigues, Sara Silva, Leonardo Trujillo, Leonardo Vanneschi
2023	B	`conf`	A Self-Adaptive Approach to Exploit Topological Properties of Different GAs' Crossover Operators. EuroGP José Ferreira, Mauro Castelli, Luca Manzoni, Gloria Pietropolli
2023	J	`jnl`	Commentary for the GPEM peer commentary special section on W. B. Langdon's "Jaws 30". Genet. Program. Evolvable Mach. Mauro Castelli
2023	J	`jnl`	Full-Reference Image Quality Expression via Genetic Programming. IEEE Trans. Image Process. Illya Bakurov, Marco Buzzelli, Raimondo Schettini, Mauro Castelli, Leonardo Vanneschi
2023	J	`jnl`	Local Search, Semantics, and Genetic Programming: a Global Analysis. CoRR Fabio Anselmi, Mauro Castelli, Alberto d'Onofrio, Luca Manzoni, Luca Mariot, Martina Saletta
2023	J	`jnl`	Neuroevolution with box mutation: An adaptive and modular framework for evolving deep neural networks. Appl. Soft Comput. Frederico J. J. B. Santos, Ivo Gonçalves, Mauro Castelli
2023	J	`jnl`	On the hybridization of geometric semantic GP with gradient-based optimizers. Genet. Program. Evolvable Mach. Gloria Pietropolli, Luca Manzoni, Alessia Paoletti, Mauro Castelli
2023	—	`conf`	Parametrizing GP Trees for Better Symbolic Regression Performance through Gradient Descent. GECCO Companion Gloria Pietropolli, Federico Julian Camerota Verdù, Luca Manzoni, Mauro Castelli
2023	J	`jnl`	Semantic segmentation network stacking with genetic programming. Genet. Program. Evolvable Mach. Illya Bakurov, Marco Buzzelli, Raimondo Schettini, Mauro Castelli, Leonardo Vanneschi
2022	J	`jnl`	A Use Case of Patent Classification Using Deep Learning with Transfer Learning. J. Data Inf. Sci. Roberto Henriques, Adria Ferreira, Mauro Castelli
2022	J	`jnl`	A novel binary classification approach based on geometric semantic genetic programming. Swarm Evol. Comput. Illya Bakurov, Mauro Castelli, Francesco Fontanella, Alessandra Scotto di Freca, Leonardo Vanneschi
2022	J	`jnl`	Brain Tumor Diagnosis Using Machine Learning, Convolutional Neural Networks, Capsule Neural Networks and Vision Transformers, Applied to MRI: A Survey. J. Imaging Andronicus Ayobami Akinyelu, Fulvio Zaccagna, James T. Grist, Mauro Castelli, Leonardo Rundo
2022	J	`jnl`	Combining Genetic Programming and Particle Swarm Optimization to Simplify Rugged Landscapes Exploration. CoRR Gloria Pietropolli, Giuliamaria Menara, Mauro Castelli
2022	B	`conf`	Combining Geometric Semantic GP with Gradient-Descent Optimization. EuroGP Gloria Pietropolli, Luca Manzoni, Alessia Paoletti, Mauro Castelli
2022	J	`jnl`	Estimation of Human Body Height Using Consumer-Level UAVs. Remote. Sens. Andrea Tonini, Marco Painho, Mauro Castelli
2022	J	`jnl`	GSGP-CUDA - A CUDA framework for Geometric Semantic Genetic Programming. SoftwareX Leonardo Trujillo, Jose Manuel Muñoz Contreras, Daniel E. Hernández, Mauro Castelli, Juan J. Tapia
2022	A	`conf`	Genetic programming for structural similarity design at multiple spatial scales. GECCO Illya Bakurov, Marco Buzzelli, Mauro Castelli, Raimondo Schettini, Leonardo Vanneschi
2022	J	`jnl`	Salp Swarm Optimization: A critical review. Expert Syst. Appl. Mauro Castelli, Luca Manzoni, Luca Mariot, Marco S. Nobile, Andrea Tangherloni
2022	J	`jnl`	Structural similarity index (SSIM) revisited: A data-driven approach. Expert Syst. Appl. Illya Bakurov, Marco Buzzelli, Raimondo Schettini, Mauro Castelli, Leonardo Vanneschi
2022	J	`jnl`	The Effect of Multi-Generational Selection in Geometric Semantic Genetic Programming. CoRR Mauro Castelli, Luca Manzoni, Luca Mariot, Giuliamaria Menara, Gloria Pietropolli
2021	J	`jnl`	A machine learning approximation of the 2015 Portuguese high school student grades: A hybrid approach. Educ. Inf. Technol. Ricardo Costa-Mendes, Tiago Oliveira, Mauro Castelli, Frederico Cruz-Jesus
2021	A	`conf`	CoInGP: convolutional inpainting with genetic programming. GECCO Domagoj Jakobovic, Luca Manzoni, Luca Mariot, Stjepan Picek, Mauro Castelli
2021	J	`jnl`	Comparing Stacking Ensemble Techniques to Improve Musculoskeletal Fracture Image Classification. J. Imaging Ibrahem Kandel, Mauro Castelli, Ales Popovic
2021	J	`jnl`	GSGP-CUDA - a CUDA framework for Geometric Semantic Genetic Programming. CoRR Leonardo Trujillo, Jose Manuel Muñoz Contreras, Daniel E. Hernández, Mauro Castelli, Juan J. Tapia
2021	J	`jnl`	Genetic programming for stacked generalization. Swarm Evol. Comput. Illya Bakurov, Mauro Castelli, Olivier Gau, Francesco Fontanella, Leonardo Vanneschi
2021	J	`jnl`	Improving convolutional neural networks performance for image classification using test time augmentation: a case study using MURA dataset. Health Inf. Sci. Syst. Ibrahem Kandel, Mauro Castelli
2021	J	`jnl`	Salp Swarm Optimization: a Critical Review. CoRR Mauro Castelli, Luca Manzoni, Luca Mariot, Marco S. Nobile, Andrea Tangherloni
2021	J	`jnl`	Soft target and functional complexity reduction: A hybrid regularization method for genetic programming. Expert Syst. Appl. Leonardo Vanneschi, Mauro Castelli
2020	B	`conf`	A Greedy Iterative Layered Framework for Training Feed Forward Neural Networks. EvoApplications Leonardo Lucio Custode, Ciro Lucio Tecce, Illya Bakurov, Mauro Castelli, Antonio Della Cioppa, Leonardo Vanneschi
2020	J	`jnl`	A Machine Learning Approach to Predict Air Quality in California. Complex. Mauro Castelli, Fabiana Martins Clemente, Ales Popovic, Sara Silva, Leonardo Vanneschi
2020	J	`jnl`	Comparative Study of First Order Optimizers for Image Classification Using Convolutional Neural Networks on Histopathology Images. J. Imaging Ibrahem Kandel, Mauro Castelli, Ales Popovic
2020	J	`jnl`	Computational Intelligence for Life Sciences. Fundam. Informaticae Daniela Besozzi, Luca Manzoni, Marco S. Nobile, Simone Spolaor, Mauro Castelli, Leonardo Vanneschi, Paolo Cazzaniga, Stefano Ruberto, Leonardo Rundo, Andrea Tangherloni
2020	J	`jnl`	Forecasting Electricity Prices: A Machine Learning Approach. Algorithms Mauro Castelli, Ales Groznik, Ales Popovic
2020	B	`conf`	Genetic Algorithms for Finding Episodes in Temporal Networks. KES Mauro Castelli, Riccardo Dondi, Mohammad Mehdi Hosseinzadeh
2020	J	`jnl`	Genetic programming in the twenty-first century: a bibliometric and content-based analysis from both sides of the fence. Genet. Program. Evolvable Mach. Andrea De Lorenzo, Alberto Bartoli, Mauro Castelli, Eric Medvet, Bing Xue
2020	B	`conf`	Is k Nearest Neighbours Regression Better Than GP? EuroGP Leonardo Vanneschi, Mauro Castelli, Luca Manzoni, Sara Silva, Leonardo Trujillo
2020	J	`jnl`	Machine learning techniques to predict the effectiveness of music therapy: A randomized controlled trial. Comput. Methods Programs Biomed. Alfredo Raglio, Marcello Imbriani, Chiara Imbriani, Paola Baiardi, Sara Manzoni, Marta Gianotti, Mauro Castelli, Leonardo Vanneschi, Francisco J. Vico, Luca Manzoni
2020	J	`jnl`	Musculoskeletal Images Classification for Detection of Fractures Using Transfer Learning. J. Imaging Ibrahem Kandel, Mauro Castelli, Ales Popovic
2020	—	`conf`	Parameters optimization of the Structural Similarity Index. LIM Illya Bakurov, Marco Buzzelli, Mauro Castelli, Raimondo Schettini, Leonardo Vanneschi
2020	J	`jnl`	Predicting Days on Market to Optimize Real Estate Sales Strategy. Complex. Mauro Castelli, Maria Dobreva, Roberto Henriques, Leonardo Vanneschi
2020	J	`jnl`	Remote Estimation of Target Height from Unmanned Aerial Vehicle (UAV) Images. Remote. Sens. Andrea Tonini, Paula Redweik, Marco Painho, Mauro Castelli
2020	J	`jnl`	Specializing Context-Free Grammars With a (1 + 1)-EA. IEEE Trans. Evol. Comput. Luca Manzoni, Alberto Bartoli, Mauro Castelli, Ivo Gonçalves, Eric Medvet
2020	J	`jnl`	The effect of batch size on the generalizability of the convolutional neural networks on a histopathology dataset. ICT Express Ibrahem Kandel, Mauro Castelli
2020	A	`conf`	Towards an evolutionary-based approach for natural language processing. GECCO Luca Manzoni, Domagoj Jakobovic, Luca Mariot, Stjepan Picek, Mauro Castelli
2020	J	`jnl`	Towards an evolutionary-based approach for natural language processing. CoRR Luca Manzoni, Domagoj Jakobovic, Luca Mariot, Stjepan Picek, Mauro Castelli
2020	J	`jnl`	Weighted Hierarchical Grammatical Evolution. IEEE Trans. Cybern. Alberto Bartoli, Mauro Castelli, Eric Medvet
2019	C	`conf`	A Regression-like Classification System for Geometric Semantic Genetic Programming. IJCCI Illya Bakurov, Mauro Castelli, Francesco Fontanella, Leonardo Vanneschi
2019	J	`jnl`	A distance between populations for Swarm Evol. Comput. Mauro Castelli, Gianpiero Cattaneo, Luca Manzoni, Leonardo Vanneschi
2019	J	`jnl`	Alignment-based genetic programming for real life applications. Swarm Evol. Comput. Leonardo Vanneschi, Mauro Castelli, Kristen M. Scott, Leonardo Trujillo
2019	J	`jnl`	Analysis of the proficiency of fully connected neural networks in the process of classifying digital images. Benchmark of different classification algorithms on high-level image features from convolutional layers. Expert Syst. Appl. Jonathan Janke, Mauro Castelli, Ales Popovic
2019	—	`conf`	Comparing Deep and Machine Learning Approaches in Bioinformatics: A miRNA-Target Prediction Case Study. ICCS (3) Valentina Giansanti, Mauro Castelli, Stefano Beretta, Ivan Merelli
2019	J	`jnl`	Comparing incomplete sequences via longest common subsequence. Theor. Comput. Sci. Mauro Castelli, Riccardo Dondi, Giancarlo Mauri, Italo Zoppis
2019	—	`ch.`	Delta Rule and Backpropagation. Encyclopedia of Bioinformatics and Computational Biology (1) Leonardo Vanneschi, Mauro Castelli
2019	—	`conf`	Enhancing classification performance of convolutional neural networks for prostate cancer detection on magnetic resonance images: a study with the semantic learning machine. GECCO (Companion) Paulo Lapa, Ivo Gonçalves, Leonardo Rundo, Mauro Castelli
2019	J	`jnl`	Evolving multidimensional transformations for symbolic regression with M3GP. Memetic Comput. Luis Muñoz, Leonardo Trujillo, Sara Silva, Mauro Castelli, Leonardo Vanneschi
2019	—	`conf`	Explorations of the Semantic Learning Machine Neuroevolution Algorithm: Dynamic Training Data Use, Ensemble Construction Methods, and Deep Learning Perspectives. GPTP Ivo Gonçalves, Marta Seca, Mauro Castelli
2019	—	`conf`	Extending Local Search in Geometric Semantic Genetic Programming. EPIA (1) Mauro Castelli, Luca Manzoni, Luca Mariot, Martina Saletta
2019	J	`jnl`	Forecasting performance of regional innovation systems using semantic-based genetic programming with local search optimizer. Comput. Oper. Res. Petr Hájek, Roberto Henriques, Mauro Castelli, Leonardo Vanneschi
2019	J	`jnl`	GSGP-C++ 2.0: A geometric semantic genetic programming framework. SoftwareX Mauro Castelli, Luca Manzoni
2019	J	`jnl`	Genetic programming with semantic equivalence classes. Swarm Evol. Comput. Stefano Ruberto, Leonardo Vanneschi, Mauro Castelli
2019	—	`ch.`	Multilayer Perceptrons. Encyclopedia of Bioinformatics and Computational Biology (1) Leonardo Vanneschi, Mauro Castelli
2019	J	`jnl`	Multiobjective Metaheuristic to Design RNA Sequences. IEEE Trans. Evol. Comput. Álvaro Rubio-Largo, Leonardo Vanneschi, Mauro Castelli, Miguel A. Vega-Rodríguez
2019	—	`conf`	Semantic learning machine improves the CNN-Based detection of prostate cancer in non-contrast-enhanced MRI. GECCO (Companion) Paulo Lapa, Ivo Gonçalves, Leonardo Rundo, Mauro Castelli
2019	—	`ch.`	Supervised Learning: Classification. Encyclopedia of Bioinformatics and Computational Biology (1) Mauro Castelli, Leonardo Vanneschi, Álvaro Rubio-Largo
2019	B	`conf`	Supporting Medical Decisions for Treating Rare Diseases Through Genetic Programming. EvoApplications Illya Bakurov, Mauro Castelli, Leonardo Vanneschi, Maria João Freitas
2019	—	`conf`	Top k 2-Clubs in a Network: A Genetic Algorithm. ICCS (5) Mauro Castelli, Riccardo Dondi, Sara Manzoni, Giancarlo Mauri, Italo Zoppis
2019	C	`conf`	Universal Learning Machine with Genetic Programming. IJCCI Alessandro Re, Leonardo Vanneschi, Mauro Castelli
2018	J	`jnl`	A Characteristic-Based Framework for Multiple Sequence Aligners. IEEE Trans. Cybern. Álvaro Rubio-Largo, Leonardo Vanneschi, Mauro Castelli, Miguel A. Vega-Rodríguez
2018	B	`conf`	A Multiple Expression Alignment Framework for Genetic Programming. EuroGP Leonardo Vanneschi, Kristen M. Scott, Mauro Castelli
2018	J	`jnl`	A Parallel Multiobjective Metaheuristic for Multiple Sequence Alignment. J. Comput. Biol. Álvaro Rubio-Largo, Mauro Castelli, Leonardo Vanneschi, Miguel A. Vega-Rodríguez
2018	J	`jnl`	A Scalable Genetic Programming Approach to Integrate miRNA-Target Predictions: Comparing Different Parallel Implementations of M3GP. Complex. Stefano Beretta, Mauro Castelli, Luis Muñoz, Leonardo Trujillo, Yuliana Martínez, Ales Popovic, Luciano Milanesi, Ivan Merelli
2018	J	`jnl`	An artificial intelligence system for predicting customer default in e-commerce. Expert Syst. Appl. Leonardo Vanneschi, David Micha Horn, Mauro Castelli, Ales Popovic
2018	—	`conf`	EDDA-V2 - An Improvement of the Evolutionary Demes Despeciation Algorithm. PPSN (1) Illya Bakurov, Leonardo Vanneschi, Mauro Castelli, Francesco Fontanella
2018	J	`jnl`	Editorial of the Special Issue of the 10th Workshop on Biomedical and Bioinformatics Challenges for Computer Science - BBC 2017. Comput. Giuseppe Agapito, Mario Cannataro, Mauro Castelli, Riccardo Dondi, Italo Zoppis
2018	B	`ed.`	Genetic Programming - 21st European Conference, EuroGP 2018, Parma, Italy, April 4-6, 2018, Proceedings EuroGP Mauro Castelli, Lukás Sekanina, Mengjie Zhang, Stefano Cagnoni, Pablo García-Sánchez
2018	J	`jnl`	Improving eQTL Analysis Using a Machine Learning Approach for Data Integration: A Logistic Model Tree Solution. J. Comput. Biol. Stefano Beretta, Mauro Castelli, Ivo Gonçalves, Ivan Kel, Valentina Giansanti, Ivan Merelli
2018	J	`jnl`	Learning the Structure of Bayesian Networks: A Quantitative Assessment of the Effect of Different Algorithmic Schemes. Complex. Stefano Beretta, Mauro Castelli, Ivo Gonçalves, Roberto Henriques, Daniele Ramazzotti
2018	J	`jnl`	Multiobjective characteristic-based framework for very-large multiple sequence alignment. Appl. Soft Comput. Álvaro Rubio-Largo, Leonardo Vanneschi, Mauro Castelli, Miguel A. Vega-Rodríguez
2018	—	`conf`	Neuroevolution under unimodal error landscapes: an exploration of the semantic learning machine algorithm. GECCO (Companion) Jan-Benedikt Jagusch, Ivo Gonçalves, Mauro Castelli
2018	B	`conf`	Pruning Techniques for Mixed Ensembles of Genetic Programming Models. EuroGP Mauro Castelli, Ivo Gonçalves, Luca Manzoni, Leonardo Vanneschi
2018	J	`jnl`	Pruning Techniques for Mixed Ensembles of Genetic Programming Models. CoRR Mauro Castelli, Ivo Gonçalves, Luca Manzoni, Leonardo Vanneschi
2018	J	`jnl`	Special Issue on Computational Intelligence and Nature-Inspired Algorithms for Real-World Data Analytics and Pattern Recognition. Algorithms Stefano Cagnoni, Mauro Castelli
2018	J	`jnl`	Swarm intelligence for optimizing the parameters of multiple sequence aligners. Swarm Evol. Comput. Álvaro Rubio-Largo, Leonardo Vanneschi, Mauro Castelli, Miguel A. Vega-Rodríguez
2018	J	`jnl`	The impact of big data analytics on firms' high value business performance. Inf. Syst. Frontiers Ales Popovic, Ray Hackney, Rana Tassabehji, Mauro Castelli
2018	J	`jnl`	Unveiling evolutionary algorithm representation with DU maps. Genet. Program. Evolvable Mach. Eric Medvet, Marco Virgolin, Mauro Castelli, Peter A. N. Bosman, Ivo Gonçalves, Tea Tusar
2017	Misc	`conf`	10 ICCS Giuseppe Agapito, Mario Cannataro, Mauro Castelli, Riccardo Dondi, Italo Zoppis
2017	J	`jnl`	A Distance Between Populations for n-Points Crossover in Genetic Algorithms. CoRR Mauro Castelli, Gianpiero Cattaneo, Luca Manzoni, Leonardo Vanneschi
2017	J	`jnl`	A quantitative assessment of the effect of different algorithmic schemes to the task of learning the structure of Bayesian Networks. CoRR Stefano Beretta, Mauro Castelli, Ivo Gonçalves, Daniele Ramazzotti
2017	J	`jnl`	An evolutionary system for ozone concentration forecasting. Inf. Syst. Frontiers Mauro Castelli, Ivo Gonçalves, Leonardo Trujillo, Ales Popovic
2017	J	`jnl`	An expert system for extracting knowledge from customers' reviews: The case of Amazon.com, Inc. Expert Syst. Appl. Mauro Castelli, Luca Manzoni, Leonardo Vanneschi, Ales Popovic
2017	B	`conf`	An initialization technique for geometric semantic GP based on demes evolution and despeciation. CEC Leonardo Vanneschi, Illya Bakurov, Mauro Castelli
2017	J	`jnl`	Automatic modeling of a gas turbine using genetic programming: An experimental study. Appl. Soft Comput. Josué Enríquez-Zárate, Leonardo Trujillo, Salvador de Lara, Mauro Castelli, Emigdio Z.-Flores, Luis Muñoz, Ales Popovic
2017	J	`jnl`	Combining Bayesian Approaches and Evolutionary Techniques for the Inference of Breast Cancer Networks. CoRR Stefano Beretta, Mauro Castelli, Ivo Gonçalves, Ivan Merelli, Daniele Ramazzotti
2017	B	`ed.`	Genetic Programming - 20th European Conference, EuroGP 2017, Amsterdam, The Netherlands, April 19-21, 2017, Proceedings EuroGP James McDermott, Mauro Castelli, Lukás Sekanina, Evert Haasdijk, Pablo García-Sánchez
2017	B	`conf`	Geometric semantic genetic programming for biomedical applications: A state of the art upgrade. CEC Leonardo Vanneschi, Mauro Castelli, Ivo Gonçalves, Luca Manzoni, Sara Silva
2017	J	`jnl`	Multi-objective genetic algorithm with variable neighbourhood search for the electoral redistricting problem. Swarm Evol. Comput. Leonardo Vanneschi, Roberto Henriques, Mauro Castelli
2017	—	`conf`	PSXO: population-wide semantic crossover. GECCO (Companion) Leonardo Vanneschi, Mauro Castelli, Luca Manzoni, Krzysztof Krawiec, Alberto Moraglio, Sara Silva, Ivo Gonçalves
2017	J	`jnl`	Predicting per capita violent crimes in urban areas: an artificial intelligence approach. J. Ambient Intell. Humaniz. Comput. Mauro Castelli, Raul Sormani, Leonardo Trujillo, Ales Popovic
2017	J	`jnl`	Prediction of ships' position by analysing AIS data: an artificial intelligence approach. Int. J. Web Eng. Technol. Leonardo Vanneschi, Mauro Castelli, Alessandro Re
2017	J	`jnl`	Reducing Alignment Time Complexity of Ultra-Large Sets of Sequences. J. Comput. Biol. Álvaro Rubio-Largo, Leonardo Vanneschi, Mauro Castelli, Miguel A. Vega-Rodríguez
2017	J	`jnl`	Stock index return forecasting: semantics-based genetic programming with local search optimiser. Int. J. Bio Inspired Comput. Mauro Castelli, Leonardo Vanneschi, Leonardo Trujillo, Ales Popovic
2017	B	`conf`	The Longest Filled Common Subsequence Problem. CPM Mauro Castelli, Riccardo Dondi, Giancarlo Mauri, Italo Zoppis
2017	J	`jnl`	The influence of population size in geometric semantic GP. Swarm Evol. Comput. Mauro Castelli, Luca Manzoni, Sara Silva, Leonardo Vanneschi, Ales Popovic
2017	B	`conf`	Towards the development of a complete GP system on an FPGA using geometric semantic operators. CEC Carlos A. Goribar Jiménez, Yazmín Maldonado, Leonardo Trujillo, Mauro Castelli, Ivo Gonçalves, Leonardo Vanneschi
2017	J	`jnl`	Unsure When to Stop? Ask Your Semantic Neighbors. CoRR Ivo Gonçalves, Sara Silva, Carlos M. Fonseca, Mauro Castelli
2017	A	`conf`	Unsure when to stop?: ask your semantic neighbors. GECCO Ivo Gonçalves, Sara Silva, Carlos M. Fonseca, Mauro Castelli
2017	J	`jnl`	Using biological knowledge for multiple sequence aligner decision making. Inf. Sci. Álvaro Rubio-Largo, Leonardo Vanneschi, Mauro Castelli, Miguel A. Vega-Rodríguez
2016	Misc	`conf`	9 ICCS Stefano Beretta, Mario Cannataro, Mauro Castelli
2016	C	`conf`	A Comparison Between Representations for Evolving Images. EvoMUSART Alessandro Re, Mauro Castelli, Leonardo Vanneschi
2016	C	`conf`	A Machine Learning Approach for the Integration of miRNA-Target Predictions. PDP Stefano Beretta, Mauro Castelli, Yuliana Martínez, Luis Muñoz, Sara Silva, Leonardo Trujillo, Luciano Milanesi, Ivan Merelli
2016	—	`conf`	An Analysis of Geometric Semantic Crossover: A Computational Geometry Approach. IJCCI (ECTA) Mauro Castelli, Luca Manzoni, Ivo Gonçalves, Leonardo Vanneschi, Leonardo Trujillo, Sara Silva
2016	J	`jnl`	An Artificial Intelligence System to Predict Quality of Service in Banking Organizations. Comput. Intell. Neurosci. Mauro Castelli, Luca Manzoni, Ales Popovic
2016	—	`conf`	Arbitrarily Close Alignments in the Error Space: A Geometric Semantic Genetic Programming Approach. GECCO (Companion) Ivo Gonçalves, Sara Silva, Carlos M. Fonseca, Mauro Castelli
2016	—	`conf`	Combining Bayesian Approaches and Evolutionary Techniques for the Inference of Breast Cancer Networks. IJCCI (ECTA) Stefano Beretta, Mauro Castelli, Ivo Gonçalves, Ivan Merelli, Daniele Ramazzotti
2016	J	`jnl`	Controlling Individuals Growth in Semantic Genetic Programming through Elitist Replacement. Comput. Intell. Neurosci. Mauro Castelli, Leonardo Vanneschi, Ales Popovic
2016	J	`jnl`	Corrigendum to "Parameterized tractability of the maximum-duo preservation string mapping problem" [Theoret. Comput. Sci. 646(2016) 16-25]. Theor. Comput. Sci. Stefano Beretta, Mauro Castelli, Riccardo Dondi
2016	B	`ed.`	Genetic Programming - 19th European Conference, EuroGP 2016, Porto, Portugal, March 30 - April 1, 2016, Proceedings EuroGP Malcolm I. Heywood, James McDermott, Mauro Castelli, Ernesto Costa, Kevin Sim
2016	—	`conf`	Local Search is Underused in Genetic Programming. GPTP Leonardo Trujillo, Emigdio Z.-Flores, Perla S. Juárez-Smith, Pierrick Legrand, Sara Silva, Mauro Castelli, Leonardo Vanneschi, Oliver Schütze, Luis Muñoz
2016	J	`jnl`	Parameter evaluation of geometric semantic genetic programming in pharmacokinetics. Int. J. Bio Inspired Comput. Mauro Castelli, Leonardo Vanneschi, Ales Popovic
2016	J	`jnl`	Parameterized tractability of the maximum-duo preservation string mapping problem. Theor. Comput. Sci. Stefano Beretta, Mauro Castelli, Riccardo Dondi
2016	J	`jnl`	Prediction of relative position of CT slices using a computational intelligence system. Appl. Soft Comput. Mauro Castelli, Leonardo Trujillo, Leonardo Vanneschi, Ales Popovic
2016	J	`jnl`	Self-tuning geometric semantic Genetic Programming. Genet. Program. Evolvable Mach. Mauro Castelli, Luca Manzoni, Leonardo Vanneschi, Sara Silva, Ales Popovic
2016	J	`jnl`	Semantic genetic programming for fast and accurate data knowledge discovery. Swarm Evol. Comput. Mauro Castelli, Leonardo Vanneschi, Luca Manzoni, Ales Popovic
2015	J	`jnl`	A C++ framework for geometric semantic genetic programming. Genet. Program. Evolvable Mach. Mauro Castelli, Sara Silva, Leonardo Vanneschi
2015	J	`jnl`	A geometric semantic genetic programming system for the electoral redistricting problem. Neurocomputing Mauro Castelli, Roberto Henriques, Leonardo Vanneschi
2015	J	`jnl`	Correcting gene tree by removal and modification: Tractability and approximability. J. Discrete Algorithms Stefano Beretta, Mauro Castelli, Riccardo Dondi
2015	Misc	`conf`	Electricity Demand Modelling with Genetic Programming. EPIA Mauro Castelli, Matteo De Felice, Luca Manzoni, Leonardo Vanneschi
2015	J	`jnl`	Energy Consumption Forecasting Using Semantic-Based Genetic Programming with Local Search Optimizer. Comput. Intell. Neurosci. Mauro Castelli, Leonardo Trujillo, Leonardo Vanneschi
2015	B	`ed.`	Genetic Programming - 18th European Conference, EuroGP 2015, Copenhagen, Denmark, April 8-10, 2015, Proceedings EuroGP Penousal Machado, Malcolm I. Heywood, James McDermott, Mauro Castelli, Pablo García-Sánchez, Paolo Burelli, Sebastian Risi, Kevin Sim
2015	A	`conf`	Geometric Semantic Genetic Programming with Local Search. GECCO Mauro Castelli, Leonardo Trujillo, Leonardo Vanneschi, Sara Silva, Emigdio Z.-Flores, Pierrick Legrand
2015	B	`conf`	Improving Maritime Awareness with Semantic Genetic Programming and Linear Scaling: Prediction of Vessels Position Based on AIS Data. EvoApplications Leonardo Vanneschi, Mauro Castelli, Ernesto Costa, Alessandro Re, Henrique Vaz, Victor Sousa Lobo, Paulo Urbano
2015	—	`conf`	Multiclass Classification Through Multidimensional Clustering. GPTP Sara Silva, Luis Muñoz, Leonardo Trujillo, Vijay Ingalalli, Mauro Castelli, Leonardo Vanneschi
2015	J	`jnl`	Parameterized Tractability of the Maximum-Duo Preservation String Mapping Problem. CoRR Stefano Beretta, Mauro Castelli, Riccardo Dondi
2014	B	`conf`	A Multi-dimensional Genetic Programming Approach for Multi-class Classification Problems. EuroGP Vijay Ingalalli, Sara Silva, Mauro Castelli, Leonardo Vanneschi
2014	—	`conf`	A hybrid Harmony search algorithm with variable neighbourhood search for the bin-packing problem. NaBIC Mauro Castelli, Leonardo Vanneschi
2014	J	`jnl`	A survey of semantic methods in genetic programming. Genet. Program. Evolvable Mach. Leonardo Vanneschi, Mauro Castelli, Sara Silva
2014	J	`jnl`	Corrections to "Semantic Search Based Genetic Programming and the Effect of Introns Deletion". IEEE Trans. Cybern. Mauro Castelli, Leonardo Vanneschi, Sara Silva
2014	B	`conf`	ESAGP - A Semantic GP Framework Based on Alignment in the Error Space. EuroGP Stefano Ruberto, Leonardo Vanneschi, Mauro Castelli, Sara Silva
2014	B	`ed.`	Genetic Programming - 17th European Conference, EuroGP 2014, Granada, Spain, April 23-25, 2014, Revised Selected Papers EuroGP Miguel Nicolau, Krzysztof Krawiec, Malcolm I. Heywood, Mauro Castelli, Pablo García-Sánchez, Juan Julián Merelo Guervós, Víctor Manuel Rivas Santos, Kevin Sim
2014	J	`jnl`	Genetic algorithm with variable neighborhood search for the optimal allocation of goods in shop shelves. Oper. Res. Lett. Mauro Castelli, Leonardo Vanneschi
2014	J	`jnl`	Geometric Selective Harmony Search. Inf. Sci. Mauro Castelli, Sara Silva, Luca Manzoni, Leonardo Vanneschi
2014	—	`conf`	How to Exploit Alignment in the Error Space: Two Different GP Models. GPTP Mauro Castelli, Leonardo Vanneschi, Sara Silva, Stefano Ruberto
2014	J	`jnl`	Prediction of the Unified Parkinson's Disease Rating Scale assessment using a genetic programming system with geometric semantic genetic operators. Expert Syst. Appl. Mauro Castelli, Leonardo Vanneschi, Sara Silva
2014	J	`jnl`	Semantic Search-Based Genetic Programming and the Effect of Intron Deletion. IEEE Trans. Cybern. Mauro Castelli, Leonardo Vanneschi, Sara Silva, Alexandros Agapitos, Michael O'Neill
2013	B	`conf`	A New Implementation of Geometric Semantic GP and Its Application to Problems in Pharmacokinetics. EuroGP Leonardo Vanneschi, Mauro Castelli, Luca Manzoni, Sara Silva
2013	J	`jnl`	A hybrid genetic algorithm for the repetition free longest common subsequence problem. Oper. Res. Lett. Mauro Castelli, Stefano Beretta, Leonardo Vanneschi
2013	J	`jnl`	A new genetic programming framework based on reaction systems. Genet. Program. Evolvable Mach. Luca Manzoni, Mauro Castelli, Leonardo Vanneschi
2013	Misc	`conf`	An Efficient Implementation of Geometric Semantic Genetic Programming for Anticoagulation Level Prediction in Pharmacogenetics. EPIA Mauro Castelli, Davide Castaldi, Ilaria Giordani, Sara Silva, Leonardo Vanneschi, Francesco Archetti, Daniele Maccagnola
2013	—	`conf`	An efficient implementation of geometric semantic genetic programming for anticoagulation level prediction in pharmacogenetics. GECCO (Companion) Mauro Castelli, Davide Castaldi, Leonardo Vanneschi, Ilaria Giordani, Francesco Archetti, Daniele Maccagnola
2013	J	`jnl`	Better GP benchmarks: community survey results and proposals. Genet. Program. Evolvable Mach. David Robert White, James McDermott, Mauro Castelli, Luca Manzoni, Brian W. Goldman, Gabriel Kronberger, Wojciech Jaskowski, Una-May O'Reilly, Sean Luke
2013	—	`conf`	Geometric Semantic Genetic Programming for Real Life Applications. GPTP Leonardo Vanneschi, Sara Silva, Mauro Castelli, Luca Manzoni
2013	B	`conf`	Land Cover/Land Use Multiclass Classification Using GP with Geometric Semantic Operators. EvoApplications Mauro Castelli, Sara Silva, Leonardo Vanneschi, Ana I. R. Cabral, Maria J. P. de Vasconcelos, Luís Catarino, João Manuel de Brito Carreiras
2013	B	`conf`	Prediction of Forest Aboveground Biomass: An Exercise on Avoiding Overfitting. EvoApplications Sara Silva, Vijay Ingalalli, Susana Vinga, João Manuel de Brito Carreiras, Joana B. Melo, Mauro Castelli, Leonardo Vanneschi, Ivo Gonçalves, José Caldas
2013	J	`jnl`	Prediction of high performance concrete strength using Genetic Programming with geometric semantic genetic operators. Expert Syst. Appl. Mauro Castelli, Leonardo Vanneschi, Sara Silva
2012	J	`jnl`	An Efficient Genetic Programming System with Geometric Semantic Operators and its Application to Human Oral Bioavailability Prediction. CoRR Mauro Castelli, Luca Manzoni, Leonardo Vanneschi
2012	—	`conf`	Evolutionary Reaction Systems. EvoBIO Luca Manzoni, Mauro Castelli, Leonardo Vanneschi
2012	A	`conf`	Genetic programming needs better benchmarks. GECCO 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
2012	—	`—`	Measures and methods for robust genetic programming. Mauro Castelli
2012	A	`conf`	Parameter tuning of evolutionary reactions systems. GECCO Mauro Castelli, Luca Manzoni, Leonardo Vanneschi
2011	Misc	`conf`	A Method to Reuse Old Populations in Genetic Algorithms. EPIA Mauro Castelli, Luca Manzoni, Leonardo Vanneschi
2011	B	`conf`	A Quantitative Study of Learning and Generalization in Genetic Programming. EuroGP Mauro Castelli, Luca Manzoni, Sara Silva, Leonardo Vanneschi
2011	—	`conf`	Multi Objective Genetic Programming for Feature Construction in Classification Problems. LION Mauro Castelli, Luca Manzoni, Leonardo Vanneschi
2011	A	`conf`	The K landscapes: a tunably difficult benchmark for genetic programming. GECCO Leonardo Vanneschi, Mauro Castelli, Luca Manzoni
2011	—	`conf`	The effect of selection from old populations in genetic algorithms. GECCO (Companion) Mauro Castelli, Luca Manzoni, Leonardo Vanneschi
2010	B	`conf`	A comparison of the generalization ability of different genetic programming frameworks. IEEE Congress on Evolutionary Computation Mauro Castelli, Luca Manzoni, Sara Silva, Leonardo Vanneschi
2010	—	`conf`	Genetic Algorithms for Training Data and Polynomial Optimization in Colorimetric Characterization of Scanners. EvoApplications (1) Leonardo Vanneschi, Mauro Castelli, Simone Bianco, Raimondo Schettini
2010	A	`conf`	Measuring bloat, overfitting and functional complexity in genetic programming. GECCO Leonardo Vanneschi, Mauro Castelli, Sara Silva