| Divergence of character and premature convergence: A survey of methodologies for promoting diversity in evolutionary optimization G Squillero, A Tonda Information Sciences 329, 782-799, 2016 | 124 | 2016 |
| Data driven modeling of plastic deformation D Versino, A Tonda, CA Bronkhorst Computer Methods in Applied Mechanics and Engineering 318, 981-1004, 2017 | 110 | 2017 |
| Review on environmental models in the food chain-Current status and future perspectives I Djekic, N Sanjuán, G Clemente, AR Jambrak, A Djukić-Vuković, ... Journal of Cleaner Production 176, 1012-1025, 2018 | 90 | 2018 |
| Classification and specific primer design for accurate detection of SARS-CoV-2 using deep learning A Lopez-Rincon, A Tonda, L Mendoza-Maldonado, DGJC Mulders, ... Scientific reports 11 (1), 947, 2021 | 88 | 2021 |
| Automatic discovery of 100-miRNA signature for cancer classification using ensemble feature selection A Lopez-Rincon, M Martinez-Archundia, GU Martinez-Ruiz, A Schoenhuth, ... BMC bioinformatics 20, 1-17, 2019 | 80 | 2019 |
| Evolutionary optimization of convolutional neural networks for cancer miRNA biomarkers classification A Lopez-Rincon, A Tonda, M Elati, O Schwander, B Piwowarski, ... Applied Soft Computing 65, 91-100, 2018 | 78 | 2018 |
| Trade-offs and synergies between livestock production and other ecosystem services F Accatino, A Tonda, C Dross, F Léger, M Tichit Agricultural Systems 168, 58-72, 2019 | 75 | 2019 |
| Evolutionary deckbuilding in hearthstone P García-Sánchez, A Tonda, G Squillero, A Mora, JJ Merelo 2016 IEEE Conference on Computational Intelligence and Games (CIG), 1-8, 2016 | 70 | 2016 |
| Automated playtesting in collectible card games using evolutionary algorithms: A case study in hearthstone P García-Sánchez, A Tonda, AM Mora, G Squillero, JJ Merelo Knowledge-Based Systems 153, 133-146, 2018 | 67 | 2018 |
| Modeling generalization in machine learning: A methodological and computational study P Barbiero, G Squillero, A Tonda arXiv preprint arXiv:2006.15680, 2020 | 63 | 2020 |
| Machine learning-based ensemble recursive feature selection of circulating mirnas for cancer tumor classification A Lopez-Rincon, L Mendoza-Maldonado, M Martinez-Archundia, ... Cancers 12 (7), 1785, 2020 | 61 | 2020 |
| Increasing pattern recognition accuracy for chemical sensing by evolutionary based drift compensation S Di Carlo, M Falasconi, E Sánchez, A Scionti, G Squillero, A Tonda Pattern Recognition Letters 32 (13), 1594-1603, 2011 | 61 | 2011 |
| Accurate identification of sars-cov-2 from viral genome sequences using deep learning A Lopez-Rincon, A Tonda, L Mendoza-Maldonado, E Claassen, ... BioRxiv 2020, 990242, 2020 | 59 | 2020 |
| Towards automated malware creation: code generation and code integration A Cani, M Gaudesi, E Sanchez, G Squillero, A Tonda Proceedings of the 29th annual ACM symposium on applied computing, 157-160, 2014 | 54 | 2014 |
| Some remarks on computational approaches towards sustainable complex agri-food systems N Perrot, H De Vries, E Lutton, HGJ Van Mil, M Donner, A Tonda, S Martin, ... Trends in Food Science & Technology 48, 88-101, 2016 | 50 | 2016 |
| Machine learning approaches in microbiome research: challenges and best practices G Papoutsoglou, S Tarazona, MB Lopes, T Klammsteiner, E Ibrahimi, ... Frontiers in microbiology 14, 1261889, 2023 | 45 | 2023 |
| Learning dynamical systems using standard symbolic regression S Gaucel, M Keijzer, E Lutton, A Tonda European Conference on Genetic Programming, 25-36, 2014 | 45 | 2014 |
| Optimizing hearthstone agents using an evolutionary algorithm P García-Sánchez, A Tonda, AJ Fernández-Leiva, C Cotta Knowledge-Based Systems 188, 105032, 2020 | 40 | 2020 |
| Inspyred: Bio-inspired algorithms in Python A Tonda Genetic Programming and Evolvable Machines 21 (1), 269-272, 2020 | 39 | 2020 |
| Towards automatic StarCraft strategy generation using genetic programming P Garćıa-Sánchez, A Tonda, AM Mora, G Squillero, JJ Merelo 2015 IEEE Conference on Computational Intelligence and Games (CIG), 284-291, 2015 | 37 | 2015 |
Giovanni SquilleroFull professor at Politecnico di Torinoبريد إلكتروني تم التحقق منه على polito.it
