Fabio Caraffini
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
21
Venues
6
Active years
2013–2024
Best venue rank
B
Where they publish
Papers
21 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2024 | GECCO | An investigation on the use of Large Language Models for hyperparameter tuning in Evolutionary Algorithms. | Leonardo Lucio Custode, Fabio Caraffini, Anil Yaman, Giovanni Iacca |
| 2023 | FRUCT | Image Processing Model to Estimate Nutritional Values in Raw and Cooked Vegetables. | Tan Jo Yen, Sivakumar Vengusamy, Fabio Caraffini, Stefan Kuhn, Simon Colreavy-Donnelly |
| 2023 | GECCO | Patterns of Convergence and Bound Constraint Violation in Differential Evolution on SBOX-COST Benchmarking Suite. | Madalina-Andreea Mitran, Anna V. Kononova, Fabio Caraffini, Daniela Zaharie |
| 2023 | GECCO | Deep BIAS: Detecting Structural Bias using Explainable AI. | Bas van Stein, Diederick Vermetten, Fabio Caraffini, Anna V. Kononova |
| 2023 | GECCO | Modular Differential Evolution. | Diederick Vermetten, Fabio Caraffini, Anna V. Kononova, Thomas Bck |
| 2023 | ISTAS | Extended Reality, Augmented Users, and Design Implications for Virtual Learning Environments. | Lilian Genaro Motti Ader, Katie Crowley, Stefan Kuhn, Fabio Caraffini, Turgay Altindag, Simon Colreavy-Donnelly |
| 2023 | ISTAS | Forecasting Climate Transition Regulatory and Market Risk Variables with Machine Learning. | Juan F. Prez-Prez, Isis Bonet Cruz, Mara Solange Snchez-Pinzn, Fabio Caraffini, Christian Lochmuller |
| 2022 | GECCO | Using structural bias to analyse the behaviour of modular CMA-ES. | Diederick Vermetten, Fabio Caraffini, Bas van Stein, Anna V. Kononova |
| 2021 | GECCO | Emergence of structural bias in differential evolution. | Bas van Stein, Fabio Caraffini, Anna V. Kononova |
| 2021 | GECCO | Is there anisotropy in structural bias? | Diederick Vermetten, Anna V. Kononova, Fabio Caraffini, Hao Wang, Thomas Bck |
| 2020 | CEC | Identifying Parkinson's Disease Through the Classification of Audio Recording Data. | James Bielby, Stefan Kuhn, Simon Colreavy-Donnelly, Fabio Caraffini, Stuart O'Connor, Zacharias A. Anastassi |
| 2020 | CEC | Oil Palm Detection via Deep Transfer Learning. | Isis Bonet, Fabio Caraffini, Alejandro Pea, Alejandro Puerta, Mario Gongora |
| 2020 | CEC | A Multi-Agent System for Modelling the Spread of Lethal Wilt in Oil-Palm Plantations. | Conor Fahy, Fabio Caraffini, Mario Gongora |
| 2020 | CEC | Training Data Set Assessment for Decision-Making in a Multiagent Landmine Detection Platform. | Johana Florez-Lozano, Fabio Caraffini, Carlos Parra, Mario Gongora |
| 2020 | CEC | An Experimental Study of Prediction Methods in Robust optimization Over Time. | Matthew Fox, Shengxiang Yang, Fabio Caraffini |
| 2020 | CEC | Can Single Solution Optimisation Methods Be Structurally Biased? | Anna V. Kononova, Fabio Caraffini, Hao Wang, Thomas Bck |
| 2020 | COMPSAC | A Neural Network for Interpolating Light-Sources. | Simon Colreavy-Donnelly, Stefan Kuhn, Fabio Caraffini, Stuart O'Connor, Zacharias A. Anastassi, Simon Coupland |
| 2020 | PPSN | Can Compact Optimisation Algorithms Be Structurally Biased? | Anna V. Kononova, Fabio Caraffini, Hao Wang, Thomas Bck |
| 2013 | CEC | A CMA-ES super-fit scheme for the re-sampled inheritance search. | Fabio Caraffini, Giovanni Iacca, Ferrante Neri, Lorenzo Picinali, Ernesto Mininno |
| 2013 | CEC | Super-fit Multicriteria Adaptive Differential Evolution. | Fabio Caraffini, Ferrante Neri, Jixiang Cheng, Gexiang Zhang, Lorenzo Picinali, Giovanni Iacca, Ernesto Mininno |
| 2013 | CEC | Single particle algorithms for continuous optimization. | Giovanni Iacca, Fabio Caraffini, Ferrante Neri, Ernesto Mininno |