Leonardo Vanneschi

ORCID

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 100

Top Venues

Swarm Evol. Comput.

EuroGP

CEC

Genet. Program. Evolvable Mach.

Publications

João Eduardo Batista, Nuno Miguel Rodrigues, Leonardo Vanneschi, Sara Silva
M6GP: Multiobjective Feature Engineering. CEC (2024)
Nuno M. Rodrigues, João E. Batista, William G. La Cava, Leonardo Vanneschi, Sara Silva
Exploring SLUG: Feature Selection Using Genetic Algorithms and Genetic Programming. SN Comput. Sci. 5 (1) (2024)
Davide Farinati, Leonardo Vanneschi
A survey on dynamic populations in bio-inspired algorithms. Genet. Program. Evolvable Mach. 25 (2) (2024)
Irene Azzali, Nicole Dalia Cilia, Claudio De Stefano, Francesco Fontanella, Mario Giacobini, Leonardo Vanneschi
Automatic feature extraction with Vectorial Genetic Programming for Alzheimer's Disease prediction through handwriting analysis. Swarm Evol. Comput. 87 (2024)
Illya Bakurov, Jose Manuel Muñoz Contreras, Mauro Castelli, Nuno M. Rodrigues, Sara Silva, Leonardo Trujillo, Leonardo Vanneschi
Geometric semantic genetic programming with normalized and standardized random programs. Genet. Program. Evolvable Mach. 25 (1) (2024)
Nuno Miguel Rodrigues, José Guilherme de Almeida, Ana Sofia Castro Verde, Ana Mascarenhas Gaivão, Carlos Bilreiro, Inês Santiago, Joana Ip, Sara Belião, Raquel Moreno, Celso Matos, Leonardo Vanneschi, Manolis Tsiknakis, Kostas Marias, Daniele Regge, Sara Silva, Nickolas Papanikolaou
Corrigendum to "Analysis of domain shift in whole prostate gland, zonal and lesions segmentation and detection, using multicentric retrospective data" [Comput. Biol. Med. 17 (2024) 108216]. Comput. Biol. Medicine 173 (2024)
Nuno M. Rodrigues, José Guilherme de Almeida, Ana Sofia Castro Verde, Ana Mascarenhas Gaivão, Carlos Bilreiro, Inês Santiago, Joana Ip, Sara Belião, Raquel Moreno, Celso Matos, Leonardo Vanneschi, Manolis Tsiknakis, Kostas Marias, Daniele Regge, Sara Silva, Nickolas Papanikolaou
Analysis of domain shift in whole prostate gland, zonal and lesions segmentation and detection, using multicentric retrospective data. Comput. Biol. Medicine 171 (2024)
Davide Farinati, Leonardo Vanneschi
GM4OS: An Evolutionary Oversampling Approach for Imbalanced Binary Classification Tasks. EvoApplications@EvoStar (2024)
Francesco Marchetti, Mauro Castelli, Illya Bakurov, Leonardo Vanneschi
Full Inclusive Genetic Programming. CEC (2024)
Giorgia Nadizar, Berfin Sakallioglu, Fraser Garrow, Sara Silva, Leonardo Vanneschi
Geometric semantic GP with linear scaling: Darwinian versus Lamarckian evolution. Genet. Program. Evolvable Mach. 25 (2) (2024)
Leonardo Vanneschi
SLIM_GSGP: The Non-bloating Geometric Semantic Genetic Programming. EuroGP (2024)
Philipp Fleck, Stephan M. Winkler, Michael Kommenda, Sara Silva, Leonardo Vanneschi, Michael Affenzeller
Evolutionary Algorithms for Segment Optimization in Vectorial GP. GECCO Companion (2023)
Illya Bakurov, Marco Buzzelli, Raimondo Schettini, Mauro Castelli, Leonardo Vanneschi
Full-Reference Image Quality Expression via Genetic Programming. IEEE Trans. Image Process. 32 (2023)
Daniele M. Papetti, Andrea Tangherloni, Davide Farinati, Paolo Cazzaniga, Leonardo Vanneschi
Simplifying Fitness Landscapes Using Dilation Functions Evolved With Genetic Programming. IEEE Comput. Intell. Mag. 18 (1) (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)
Leonardo Vanneschi, Leonardo Trujillo
Introduction to the peer commentary special section on "Jaws 30" by W. B. Langdon. Genet. Program. Evolvable Mach. 24 (2) (2023)
Karina Brotto Rebuli, Laura Ozella, Leonardo Vanneschi, Mario Giacobini
Multi-algorithm clustering analysis for characterizing cow productivity on automatic milking systems over lactation periods. Comput. Electron. Agric. 211 (2023)
Karina Brotto Rebuli, Mario Giacobini, Sara Silva, Leonardo Vanneschi
A Comparison of Structural Complexity Metrics for Explainable Genetic Programming. GECCO Companion (2023)
Davide Farinati, Illya Bakurov, Leonardo Vanneschi
A study of dynamic populations in geometric semantic genetic programming. Inf. Sci. 648 (2023)
Giorgia Nadizar, Fraser Garrow, Berfin Sakallioglu, Lorenzo Canonne, Sara Silva, Leonardo Vanneschi
An Investigation of Geometric Semantic GP with Linear Scaling. GECCO (2023)
Liah Rosenfeld, Leonardo Vanneschi
EGSGP: An Ensemble System Based on Geometric Semantic Genetic Programming. WIVACE (2022)
Giacomo Zoppi, Leonardo Vanneschi, Mario Giacobini
Reducing the Number of Training Cases in Genetic Programming. CEC (2022)
Paula Cruz, Leonardo Vanneschi, Marco Painho, Paulo Rita
Automatic Identification of Addresses: A Systematic Literature Review. ISPRS Int. J. Geo Inf. 11 (1) (2022)
Karina Brotto Rebuli, Mario Giacobini, Niccolò Tallone, Leonardo Vanneschi
Single and Multi-objective Genetic Programming Methods for Prediction Intervals. WIVACE (2022)
Karina Brotto Rebuli, Mario Giacobini, Niccolò Tallone, Leonardo Vanneschi
A preliminary study of prediction interval methods with genetic programming. GECCO Companion (2022)
Nuno M. Rodrigues, Katherine M. Malan, Gabriela Ochoa, Leonardo Vanneschi, Sara Silva
Fitness landscape analysis of convolutional neural network architectures for image classification. Inf. Sci. 609 (2022)
Karina Brotto Rebuli, Leonardo Vanneschi
An Empirical Study of Progressive Insular Cooperative GP. SN Comput. Sci. 3 (2) (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)
Eftychia Koukouraki, Leonardo Vanneschi, Marco Painho
Few-Shot Learning for Post-Earthquake Urban Damage Detection. Remote. Sens. 14 (1) (2022)
Irene Azzali, Nicole Dalia Cilia, Claudio De Stefano, Francesco Fontanella, Mario Giacobini, Leonardo Vanneschi
Vectorial GP for Alzheimer's Disease Prediction Through Handwriting Analysis. EvoApplications (2022)
Illya Bakurov, Marco Buzzelli, Mauro Castelli, Raimondo Schettini, Leonardo Vanneschi
Genetic programming for structural similarity design at multiple spatial scales. GECCO (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)
Nuno M. Rodrigues, João E. Batista, William G. La Cava, Leonardo Vanneschi, Sara Silva
SLUG: Feature Selection Using Genetic Algorithms and Genetic Programming. EuroGP (2022)
Nuno M. Rodrigues, João E. Batista, Leonardo Trujillo, Bernardo Duarte, Mario Giacobini, Leonardo Vanneschi, Sara Silva
Plotting time: On the usage of CNNs for time series classification. CoRR (2021)
Karina Brotto Rebuli, Leonardo Vanneschi
Progressive Insular Cooperative GP. EuroGP (2021)
João E. Batista, Ana I. R. Cabral, Maria J. P. de Vasconcelos, Leonardo Vanneschi, Sara Silva
Improving Land Cover Classification Using Genetic Programming for Feature Construction. Remote. Sens. 13 (9) (2021)
Illya Bakurov, Mauro Castelli, Olivier Gau, Francesco Fontanella, Leonardo Vanneschi
Genetic programming for stacked generalization. Swarm Evol. Comput. 65 (2021)
Leonardo Vanneschi, Mauro Castelli
Soft target and functional complexity reduction: A hybrid regularization method for genetic programming. Expert Syst. Appl. 177 (2021)
Uriel López, Leonardo Trujillo, Sara Silva, Leonardo Vanneschi, Pierrick Legrand
Unlabeled multi-target regression with genetic programming. GECCO (2020)
Nuno M. Rodrigues, Sara Silva, Leonardo Vanneschi
A Study of Fitness Landscapes for Neuroevolution. CoRR (2020)
Irene Azzali, Leonardo Vanneschi, Illya Bakurov, Sara Silva, Marco Ivaldi, Mario Giacobini
Towards the use of vector based GP to predict physiological time series. Appl. Soft Comput. 89 (2020)
Nuno M. Rodrigues, Sara Silva, Leonardo Vanneschi
A Study of Fitness Landscapes for Neuroevolution. CEC (2020)
Mauro Castelli, Maria Dobreva, Roberto Henriques, Leonardo Vanneschi
Predicting Days on Market to Optimize Real Estate Sales Strategy. Complex. 2020 (2020)
Leonardo Vanneschi, Mauro Castelli, Luca Manzoni, Sara Silva, Leonardo Trujillo
Is k Nearest Neighbours Regression Better Than GP? EuroGP (2020)
Nuno M. Rodrigues, Sara Silva, Leonardo Vanneschi
A Study of Generalization and Fitness Landscapes for Neuroevolution. IEEE Access 8 (2020)
Francesca Abbona, Leonardo Vanneschi, Marco Bona, Mario Giacobini
A GP approach for precision farming. CEC (2020)
Irene Azzali, Leonardo Vanneschi, Andrea Mosca, Luigi Bertolotti, Mario Giacobini
Towards the use of genetic programming in the ecological modelling of mosquito population dynamics. Genet. Program. Evolvable Mach. 21 (4) (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)
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)
Irene Azzali, Leonardo Vanneschi, Mario Giacobini
Investigating the Use of Geometric Semantic Operators in Vectorial Genetic Programming. EuroGP (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)
Irene Azzali, Leonardo Vanneschi, Sara Silva, Illya Bakurov, Mario Giacobini
A Vectorial Approach to Genetic Programming. EuroGP (2019)
Illya Bakurov, Mauro Castelli, Leonardo Vanneschi, Maria João Freitas
Supporting Medical Decisions for Treating Rare Diseases Through Genetic Programming. EvoApplications (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)
Álvaro Rubio-Largo, Leonardo Vanneschi, Mauro Castelli, Miguel A. Vega-Rodríguez
Multiobjective Metaheuristic to Design RNA Sequences. IEEE Trans. Evol. Comput. 23 (1) (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)
William G. La Cava, Sara Silva, Kourosh Danai, Lee Spector, Leonardo Vanneschi, Jason H. Moore
Multidimensional genetic programming for multiclass classification. Swarm Evol. Comput. 44 (2019)
Illya Bakurov, Mauro Castelli, Francesco Fontanella, Leonardo Vanneschi
A Regression-like Classification System for Geometric Semantic Genetic Programming. IJCCI (2019)
Eunice Carrasquinha, João Santinha, Alexander Mongolin, Maria Lisitskiya, Joana Ribeiro, Fátima Cardoso, Celso Matos, Leonardo Vanneschi, Nikolaos Papanikolaou
Regularization Techniques in Radiomics: A Case Study on the Prediction of pCR in Breast Tumours and the Axilla. CIBB (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)
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)
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)
Sara Silva, Leonardo Vanneschi, Ana I. R. Cabral, Maria José Alves do Rio Perestrelo de Vasconcelos
A semi-supervised Genetic Programming method for dealing with noisy labels and hidden overfitting. Swarm Evol. Comput. 39 (2018)
Mauro Castelli, Ivo Gonçalves, Luca Manzoni, Leonardo Vanneschi
Pruning Techniques for Mixed Ensembles of Genetic Programming Models. EuroGP (2018)
Palina Bartashevich, Illya Bakurov, Sanaz Mostaghim, Leonardo Vanneschi
PSO-Based Search Rules for Aerial Swarms Against Unexplored Vector Fields via Genetic Programming. PPSN (1) (2018)
William G. La Cava, Sara Silva, Kourosh Danai, Lee Spector, Leonardo Vanneschi, Jason H. Moore
A multidimensional genetic programming approach for identifying epsistatic gene interactions. GECCO (Companion) (2018)
Mauro Castelli, Ivo Gonçalves, Luca Manzoni, Leonardo Vanneschi
Pruning Techniques for Mixed Ensembles of Genetic Programming Models. CoRR (2018)
Sanjeevan Shrestha, Leonardo Vanneschi
Improved Fully Convolutional Network with Conditional Random Fields for Building Extraction. Remote. Sens. 10 (7) (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)
Leonardo Vanneschi, Kristen M. Scott, Mauro Castelli
A Multiple Expression Alignment Framework for Genetic Programming. EuroGP (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)
Palina Bartashevich, Illya Bakurov, Sanaz Mostaghim, Leonardo Vanneschi
Evolving PSO algorithm design in vector fields using geometric semantic GP. GECCO (Companion) (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)
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)
Leonardo Vanneschi, Mauro Castelli, Luca Manzoni, Krzysztof Krawiec, Alberto Moraglio, Sara Silva, Ivo Gonçalves
PSXO: population-wide semantic crossover. GECCO (Companion) (2017)
William G. La Cava, Sara Silva, Leonardo Vanneschi, Lee Spector, Jason H. Moore
Genetic Programming Representations for Multi-dimensional Feature Learning in Biomedical Classification. EvoApplications (1) (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, 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)
Leonardo Vanneschi, Bernardo Galvão
A parallel and distributed semantic Genetic Programming system. CEC (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)
Mauro Castelli, Leonardo Vanneschi, Ales Popovic
Parameter evaluation of geometric semantic genetic programming in pharmacokinetics. Int. J. Bio Inspired Comput. 8 (1) (2016)
Leonardo Trujillo, Emigdio Z.-Flores, Perla S. Juárez-Smith, Pierrick Legrand, Sara Silva, Mauro Castelli, Leonardo Vanneschi, Oliver Schütze, Luis Muñoz
Local Search is Underused in Genetic Programming. GPTP (2016)
Alessandro Re, Mauro Castelli, Leonardo Vanneschi
A Comparison Between Representations for Evolving Images. EvoMUSART (2016)
Mauro Castelli, Luca Manzoni, Leonardo Vanneschi, Sara Silva, Ales Popovic
Self-tuning geometric semantic Genetic Programming. Genet. Program. Evolvable Mach. 17 (1) (2016)
Mauro Castelli, Leonardo Vanneschi, Ales Popovic
Controlling Individuals Growth in Semantic Genetic Programming through Elitist Replacement. Comput. Intell. Neurosci. 2016 (2016)
Mauro Castelli, Leonardo Trujillo, Leonardo Vanneschi, Ales Popovic
Prediction of relative position of CT slices using a computational intelligence system. Appl. Soft Comput. 46 (2016)
Mauro Castelli, Leonardo Vanneschi, Luca Manzoni, Ales Popovic
Semantic genetic programming for fast and accurate data knowledge discovery. Swarm Evol. Comput. 26 (2016)
Mauro Castelli, Luca Manzoni, Ivo Gonçalves, Leonardo Vanneschi, Leonardo Trujillo, Sara Silva
An Analysis of Geometric Semantic Crossover: A Computational Geometry Approach. IJCCI (ECTA) (2016)

Leonardo Vanneschi.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Leonardo Vanneschi