Mauro Castelli

ORCID

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 123

Top Venues

CoRR

Genet. Program. Evolvable Mach.

Swarm Evol. Comput.

EuroGP

Publications

Illya Bakurov, Marco Buzzelli, Raimondo Schettini, Mauro Castelli, Leonardo Vanneschi
Full-Reference Image Quality Expression via Genetic Programming. IEEE Trans. Image Process. 32 (2023)
Illya Bakurov, Marco Buzzelli, Raimondo Schettini, Mauro Castelli, Leonardo Vanneschi
Semantic segmentation network stacking with genetic programming. Genet. Program. Evolvable Mach. 24 (2) (2023)
Gloria Pietropolli, Luca Manzoni, Alessia Paoletti, Mauro Castelli
On the hybridization of geometric semantic GP with gradient-based optimizers. Genet. Program. Evolvable Mach. 24 (2) (2023)
Mauro Castelli
Commentary for the GPEM peer commentary special section on W. B. Langdon's "Jaws 30". Genet. Program. Evolvable Mach. 24 (2) (2023)
Fabio Anselmi, Mauro Castelli, Alberto d'Onofrio, Luca Manzoni, Luca Mariot, Martina Saletta
Local Search, Semantics, and Genetic Programming: a Global Analysis. CoRR (2023)
Frederico J. J. B. Santos, Ivo Gonçalves, Mauro Castelli
Neuroevolution with box mutation: An adaptive and modular framework for evolving deep neural networks. Appl. Soft Comput. 147 (2023)
Gloria Pietropolli, Federico Julian Camerota Verdù, Luca Manzoni, Mauro Castelli
Parametrizing GP Trees for Better Symbolic Regression Performance through Gradient Descent. GECCO Companion (2023)
José Ferreira, Mauro Castelli, Luca Manzoni, Gloria Pietropolli
A Self-Adaptive Approach to Exploit Topological Properties of Different GAs' Crossover Operators. EuroGP (2023)
Gloria Pietropolli, Giuliamaria Menara, Mauro Castelli
Combining Genetic Programming and Particle Swarm Optimization to Simplify Rugged Landscapes Exploration. CoRR (2022)
Mauro Castelli, Luca Manzoni, Luca Mariot, Giuliamaria Menara, Gloria Pietropolli
The Effect of Multi-Generational Selection in Geometric Semantic Genetic Programming. CoRR (2022)
Roberto Henriques, Adria Ferreira, Mauro Castelli
A Use Case of Patent Classification Using Deep Learning with Transfer Learning. J. Data Inf. Sci. 7 (3) (2022)
Andronicus Ayobami Akinyelu, Fulvio Zaccagna, James T. Grist, Mauro Castelli, Leonardo Rundo
Brain Tumor Diagnosis Using Machine Learning, Convolutional Neural Networks, Capsule Neural Networks and Vision Transformers, Applied to MRI: A Survey. J. Imaging 8 (8) (2022)
Illya Bakurov, Mauro Castelli, Francesco Fontanella, Alessandra Scotto di Freca, Leonardo Vanneschi
A novel binary classification approach based on geometric semantic genetic programming. Swarm Evol. Comput. 69 (2022)
Illya Bakurov, Marco Buzzelli, Mauro Castelli, Raimondo Schettini, Leonardo Vanneschi
Genetic programming for structural similarity design at multiple spatial scales. GECCO (2022)
Andrea Tonini, Marco Painho, Mauro Castelli
Estimation of Human Body Height Using Consumer-Level UAVs. Remote. Sens. 14 (23) (2022)
Mauro Castelli, Luca Manzoni, Luca Mariot, Marco S. Nobile, Andrea Tangherloni
Salp Swarm Optimization: A critical review. Expert Syst. Appl. 189 (2022)
Illya Bakurov, Marco Buzzelli, Raimondo Schettini, Mauro Castelli, Leonardo Vanneschi
Structural similarity index (SSIM) revisited: A data-driven approach. Expert Syst. Appl. 189 (2022)
Gloria Pietropolli, Luca Manzoni, Alessia Paoletti, Mauro Castelli
Combining Geometric Semantic GP with Gradient-Descent Optimization. EuroGP (2022)
Leonardo Trujillo, Jose Manuel Muñoz Contreras, Daniel E. Hernández, Mauro Castelli, Juan J. Tapia
GSGP-CUDA - A CUDA framework for Geometric Semantic Genetic Programming. SoftwareX 18 (2022)
Ricardo Costa-Mendes, Tiago Oliveira, Mauro Castelli, Frederico Cruz-Jesus
A machine learning approximation of the 2015 Portuguese high school student grades: A hybrid approach. Educ. Inf. Technol. 26 (2) (2021)
Mauro Castelli, Luca Manzoni, Luca Mariot, Marco S. Nobile, Andrea Tangherloni
Salp Swarm Optimization: a Critical Review. CoRR (2021)
Illya Bakurov, Mauro Castelli, Olivier Gau, Francesco Fontanella, Leonardo Vanneschi
Genetic programming for stacked generalization. Swarm Evol. Comput. 65 (2021)
Ibrahem Kandel, Mauro Castelli
Improving convolutional neural networks performance for image classification using test time augmentation: a case study using MURA dataset. Health Inf. Sci. Syst. 9 (1) (2021)
Leonardo Trujillo, Jose Manuel Muñoz Contreras, Daniel E. Hernández, Mauro Castelli, Juan J. Tapia
GSGP-CUDA - a CUDA framework for Geometric Semantic Genetic Programming. CoRR (2021)
Ibrahem Kandel, Mauro Castelli, Ales Popovic
Comparing Stacking Ensemble Techniques to Improve Musculoskeletal Fracture Image Classification. J. Imaging 7 (6) (2021)
Leonardo Vanneschi, Mauro Castelli
Soft target and functional complexity reduction: A hybrid regularization method for genetic programming. Expert Syst. Appl. 177 (2021)
Domagoj Jakobovic, Luca Manzoni, Luca Mariot, Stjepan Picek, Mauro Castelli
CoInGP: convolutional inpainting with genetic programming. GECCO (2021)
Mauro Castelli, Ales Groznik, Ales Popovic
Forecasting Electricity Prices: A Machine Learning Approach. Algorithms 13 (5) (2020)
Mauro Castelli, Maria Dobreva, Roberto Henriques, Leonardo Vanneschi
Predicting Days on Market to Optimize Real Estate Sales Strategy. Complex. 2020 (2020)
Luca Manzoni, Domagoj Jakobovic, Luca Mariot, Stjepan Picek, Mauro Castelli
Towards an evolutionary-based approach for natural language processing. GECCO (2020)
Leonardo Vanneschi, Mauro Castelli, Luca Manzoni, Sara Silva, Leonardo Trujillo
Is k Nearest Neighbours Regression Better Than GP? EuroGP (2020)
Ibrahem Kandel, Mauro Castelli, Ales Popovic
Comparative Study of First Order Optimizers for Image Classification Using Convolutional Neural Networks on Histopathology Images. J. Imaging 6 (9) (2020)
Luca Manzoni, Alberto Bartoli, Mauro Castelli, Ivo Gonçalves, Eric Medvet
Specializing Context-Free Grammars With a (1 + 1)-EA. IEEE Trans. Evol. Comput. 24 (5) (2020)
Alberto Bartoli, Mauro Castelli, Eric Medvet
Weighted Hierarchical Grammatical Evolution. IEEE Trans. Cybern. 50 (2) (2020)
Ibrahem Kandel, Mauro Castelli, Ales Popovic
Musculoskeletal Images Classification for Detection of Fractures Using Transfer Learning. J. Imaging 6 (11) (2020)
Luca Manzoni, Domagoj Jakobovic, Luca Mariot, Stjepan Picek, Mauro Castelli
Towards an evolutionary-based approach for natural language processing. CoRR (2020)
Daniela Besozzi, Luca Manzoni, Marco S. Nobile, Simone Spolaor, Mauro Castelli, Leonardo Vanneschi, Paolo Cazzaniga, Stefano Ruberto, Leonardo Rundo, Andrea Tangherloni
Computational Intelligence for Life Sciences. Fundam. Informaticae 171 (1-4) (2020)
Andrea De Lorenzo, Alberto Bartoli, Mauro Castelli, Eric Medvet, Bing Xue
Genetic programming in the twenty-first century: a bibliometric and content-based analysis from both sides of the fence. Genet. Program. Evolvable Mach. 21 (1-2) (2020)
Ibrahem Kandel, Mauro Castelli
The effect of batch size on the generalizability of the convolutional neural networks on a histopathology dataset. ICT Express 6 (4) (2020)
Alfredo Raglio, Marcello Imbriani, Chiara Imbriani, Paola Baiardi, Sara Manzoni, Marta Gianotti, Mauro Castelli, Leonardo Vanneschi, Francisco Vico, Luca Manzoni
Machine learning techniques to predict the effectiveness of music therapy: A randomized controlled trial. Comput. Methods Programs Biomed. 185 (2020)
Mauro Castelli, Fabiana Martins Clemente, Ales Popovic, Sara Silva, Leonardo Vanneschi
A Machine Learning Approach to Predict Air Quality in California. Complex. 2020 (2020)
Leonardo Lucio Custode, Ciro Lucio Tecce, Illya Bakurov, Mauro Castelli, Antonio Della Cioppa, Leonardo Vanneschi
A Greedy Iterative Layered Framework for Training Feed Forward Neural Networks. EvoApplications (2020)
Mauro Castelli, Riccardo Dondi, Mohammad Mehdi Hosseinzadeh
Genetic Algorithms for Finding Episodes in Temporal Networks. KES (2020)
Andrea Tonini, Paula Redweik, Marco Painho, Mauro Castelli
Remote Estimation of Target Height from Unmanned Aerial Vehicle (UAV) Images. Remote. Sens. 12 (21) (2020)
Mauro Castelli, Luca Manzoni
GSGP-C++ 2.0: A geometric semantic genetic programming framework. SoftwareX 10 (2019)
Illya Bakurov, Mauro Castelli, Leonardo Vanneschi, Maria João Freitas
Supporting Medical Decisions for Treating Rare Diseases Through Genetic Programming. EvoApplications (2019)
Paulo Lapa, Ivo Gonçalves, Leonardo Rundo, Mauro Castelli
Enhancing classification performance of convolutional neural networks for prostate cancer detection on magnetic resonance images: a study with the semantic learning machine. GECCO (Companion) (2019)
Mauro Castelli, Luca Manzoni, Luca Mariot, Martina Saletta
Extending Local Search in Geometric Semantic Genetic Programming. EPIA (1) (2019)
Valentina Giansanti, Mauro Castelli, Stefano Beretta, Ivan Merelli
Comparing Deep and Machine Learning Approaches in Bioinformatics: A miRNA-Target Prediction Case Study. ICCS (3) (2019)
Alessandro Re, Leonardo Vanneschi, Mauro Castelli
Universal Learning Machine with Genetic Programming. IJCCI (2019)
Mauro Castelli, Gianpiero Cattaneo, Luca Manzoni, Leonardo Vanneschi
-points crossover in genetic algorithms. Swarm Evol. Comput. 44 (2019)
Mauro Castelli, Riccardo Dondi, Sara Manzoni, Giancarlo Mauri, Italo Zoppis
Top k 2-Clubs in a Network: A Genetic Algorithm. ICCS (5) (2019)
Paulo Lapa, Ivo Gonçalves, Leonardo Rundo, Mauro Castelli
Semantic learning machine improves the CNN-Based detection of prostate cancer in non-contrast-enhanced MRI. GECCO (Companion) (2019)
Álvaro Rubio-Largo, Leonardo Vanneschi, Mauro Castelli, Miguel A. Vega-Rodríguez
Multiobjective Metaheuristic to Design RNA Sequences. IEEE Trans. Evol. Comput. 23 (1) (2019)
Jonathan Janke, Mauro Castelli, Ales Popovic
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. 135 (2019)
Petr Hájek, Roberto Henriques, Mauro Castelli, Leonardo Vanneschi
Forecasting performance of regional innovation systems using semantic-based genetic programming with local search optimizer. Comput. Oper. Res. 106 (2019)
Luis Muñoz, Leonardo Trujillo, Sara Silva, Mauro Castelli, Leonardo Vanneschi
Evolving multidimensional transformations for symbolic regression with M3GP. Memetic Comput. 11 (2) (2019)
Illya Bakurov, Mauro Castelli, Francesco Fontanella, Leonardo Vanneschi
A Regression-like Classification System for Geometric Semantic Genetic Programming. IJCCI (2019)
Stefano Ruberto, Leonardo Vanneschi, Mauro Castelli
Genetic programming with semantic equivalence classes. Swarm Evol. Comput. 44 (2019)
Leonardo Vanneschi, Mauro Castelli, Kristen M. Scott, Leonardo Trujillo
Alignment-based genetic programming for real life applications. Swarm Evol. Comput. 44 (2019)
Mauro Castelli, Riccardo Dondi, Giancarlo Mauri, Italo Zoppis
Comparing incomplete sequences via longest common subsequence. Theor. Comput. Sci. 796 (2019)
Ivo Gonçalves, Marta Seca, Mauro Castelli
Explorations of the Semantic Learning Machine Neuroevolution Algorithm: Dynamic Training Data Use, Ensemble Construction Methods, and Deep Learning Perspectives. GPTP (2019)
Illya Bakurov, Leonardo Vanneschi, Mauro Castelli, Francesco Fontanella
EDDA-V2 - An Improvement of the Evolutionary Demes Despeciation Algorithm. PPSN (1) (2018)
Álvaro Rubio-Largo, Mauro Castelli, Leonardo Vanneschi, Miguel A. Vega-Rodríguez
A Parallel Multiobjective Metaheuristic for Multiple Sequence Alignment. J. Comput. Biol. 25 (9) (2018)
Álvaro Rubio-Largo, Leonardo Vanneschi, Mauro Castelli, Miguel A. Vega-Rodríguez
Multiobjective characteristic-based framework for very-large multiple sequence alignment. Appl. Soft Comput. 69 (2018)
Stefano Beretta, Mauro Castelli, Ivo Gonçalves, Ivan Kel, Valentina Giansanti, Ivan Merelli
Improving eQTL Analysis Using a Machine Learning Approach for Data Integration: A Logistic Model Tree Solution. J. Comput. Biol. 25 (10) (2018)
Álvaro Rubio-Largo, Leonardo Vanneschi, Mauro Castelli, Miguel A. Vega-Rodríguez
Swarm intelligence for optimizing the parameters of multiple sequence aligners. Swarm Evol. Comput. 42 (2018)
Mauro Castelli, Ivo Gonçalves, Luca Manzoni, Leonardo Vanneschi
Pruning Techniques for Mixed Ensembles of Genetic Programming Models. EuroGP (2018)
Eric Medvet, Marco Virgolin, Mauro Castelli, Peter A. N. Bosman, Ivo Gonçalves, Tea Tusar
Unveiling evolutionary algorithm representation with DU maps. Genet. Program. Evolvable Mach. 19 (3) (2018)
Ales Popovic, Ray Hackney, Rana Tassabehji, Mauro Castelli
The impact of big data analytics on firms' high value business performance. Inf. Syst. Frontiers 20 (2) (2018)
Giuseppe Agapito, Mario Cannataro, Mauro Castelli, Riccardo Dondi, Italo Zoppis
Editorial of the Special Issue of the 10th Workshop on Biomedical and Bioinformatics Challenges for Computer Science - BBC 2017. Comput. 7 (1) (2018)
Stefano Beretta, Mauro Castelli, Ivo Gonçalves, Roberto Henriques, Daniele Ramazzotti
Learning the Structure of Bayesian Networks: A Quantitative Assessment of the Effect of Different Algorithmic Schemes. Complex. 2018 (2018)
Mauro Castelli, Ivo Gonçalves, Luca Manzoni, Leonardo Vanneschi
Pruning Techniques for Mixed Ensembles of Genetic Programming Models. CoRR (2018)
Jan-Benedikt Jagusch, Ivo Gonçalves, Mauro Castelli
Neuroevolution under unimodal error landscapes: an exploration of the semantic learning machine algorithm. GECCO (Companion) (2018)
Leonardo Vanneschi, David Micha Horn, Mauro Castelli, Ales Popovic
An artificial intelligence system for predicting customer default in e-commerce. Expert Syst. Appl. 104 (2018)
Stefano Beretta, Mauro Castelli, Luis Muñoz, Leonardo Trujillo, Yuliana Martínez, Ales Popovic, Luciano Milanesi, Ivan Merelli
A Scalable Genetic Programming Approach to Integrate miRNA-Target Predictions: Comparing Different Parallel Implementations of M3GP. Complex. 2018 (2018)
Leonardo Vanneschi, Kristen M. Scott, Mauro Castelli
A Multiple Expression Alignment Framework for Genetic Programming. EuroGP (2018)
Stefano Cagnoni, Mauro Castelli
Special Issue on Computational Intelligence and Nature-Inspired Algorithms for Real-World Data Analytics and Pattern Recognition. Algorithms 11 (3) (2018)
Álvaro Rubio-Largo, Leonardo Vanneschi, Mauro Castelli, Miguel A. Vega-Rodríguez
A Characteristic-Based Framework for Multiple Sequence Aligners. IEEE Trans. Cybern. 48 (1) (2018)
Carlos A. Goribar Jiménez, Yazmín Maldonado, Leonardo Trujillo, Mauro Castelli, Ivo Gonçalves, Leonardo Vanneschi
Towards the development of a complete GP system on an FPGA using geometric semantic operators. CEC (2017)
Mauro Castelli, Luca Manzoni, Leonardo Vanneschi, Ales Popovic
An expert system for extracting knowledge from customers' reviews: The case of Amazon.com, Inc. Expert Syst. Appl. 84 (2017)
Mauro Castelli, Leonardo Vanneschi, Leonardo Trujillo, Ales Popovic
Stock index return forecasting: semantics-based genetic programming with local search optimiser. Int. J. Bio Inspired Comput. 10 (3) (2017)
Josué Enríquez-Zárate, Leonardo Trujillo, Salvador de Lara, Mauro Castelli, Emigdio Z.-Flores, Luis Muñoz, Ales Popovic
Automatic modeling of a gas turbine using genetic programming: An experimental study. Appl. Soft Comput. 50 (2017)
Giuseppe Agapito, Mario Cannataro, Mauro Castelli, Riccardo Dondi, Italo Zoppis
Workshop on Biomedical and Bioinformatics Challenges for Computer Science - BBC2017. ICCS (2017)
Leonardo Vanneschi, Mauro Castelli, Alessandro Re
Prediction of ships' position by analysing AIS data: an artificial intelligence approach. Int. J. Web Eng. Technol. 12 (3) (2017)
Mauro Castelli, Luca Manzoni, Sara Silva, Leonardo Vanneschi, Ales Popovic
The influence of population size in geometric semantic GP. Swarm Evol. Comput. 32 (2017)
Leonardo Vanneschi, Illya Bakurov, Mauro Castelli
An initialization technique for geometric semantic GP based on demes evolution and despeciation. CEC (2017)
Mauro Castelli, Ivo Gonçalves, Leonardo Trujillo, Ales Popovic
An evolutionary system for ozone concentration forecasting. Inf. Syst. Frontiers 19 (5) (2017)
Leonardo Vanneschi, Mauro Castelli, Luca Manzoni, Krzysztof Krawiec, Alberto Moraglio, Sara Silva, Ivo Gonçalves
PSXO: population-wide semantic crossover. GECCO (Companion) (2017)
Mauro Castelli, Raul Sormani, Leonardo Trujillo, Ales Popovic
Predicting per capita violent crimes in urban areas: an artificial intelligence approach. J. Ambient Intell. Humaniz. Comput. 8 (1) (2017)
Ivo Gonçalves, Sara Silva, Carlos M. Fonseca, Mauro Castelli
Unsure When to Stop? Ask Your Semantic Neighbors. CoRR (2017)
Stefano Beretta, Mauro Castelli, Ivo Gonçalves, Ivan Merelli, Daniele Ramazzotti
Combining Bayesian Approaches and Evolutionary Techniques for the Inference of Breast Cancer Networks. CoRR (2017)
Leonardo Vanneschi, Mauro Castelli, Ivo Gonçalves, Luca Manzoni, Sara Silva
Geometric semantic genetic programming for biomedical applications: A state of the art upgrade. CEC (2017)
Mauro Castelli, Riccardo Dondi, Giancarlo Mauri, Italo Zoppis
The Longest Filled Common Subsequence Problem. CPM (2017)
Ivo Gonçalves, Sara Silva, Carlos M. Fonseca, Mauro Castelli
Unsure when to stop?: ask your semantic neighbors. GECCO (2017)
Mauro Castelli, Gianpiero Cattaneo, Luca Manzoni, Leonardo Vanneschi
A Distance Between Populations for n-Points Crossover in Genetic Algorithms. CoRR (2017)
Álvaro Rubio-Largo, Leonardo Vanneschi, Mauro Castelli, Miguel A. Vega-Rodríguez
Reducing Alignment Time Complexity of Ultra-Large Sets of Sequences. J. Comput. Biol. 24 (11) (2017)
Álvaro Rubio-Largo, Leonardo Vanneschi, Mauro Castelli, Miguel A. Vega-Rodríguez
Using biological knowledge for multiple sequence aligner decision making. Inf. Sci. 420 (2017)
Stefano Beretta, Mauro Castelli, Ivo Gonçalves, Daniele Ramazzotti
A quantitative assessment of the effect of different algorithmic schemes to the task of learning the structure of Bayesian Networks. CoRR (2017)
Leonardo Vanneschi, Roberto Henriques, Mauro Castelli
Multi-objective genetic algorithm with variable neighbourhood search for the electoral redistricting problem. Swarm Evol. Comput. 36 (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Mauro Castelli