default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDFabio Caraffini
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
showing all ?? records
2020 – today
- 2024
[j29]Anna V. Kononova, Diederick Vermetten, Fabio Caraffini
, Madalina-Andreea Mitran, Daniela Zaharie:
The Importance of Being Constrained: Dealing with Infeasible Solutions in Differential Evolution and Beyond. Evol. Comput. 32(1): 3-48 (2024)- [c38]Fabio Caraffini, Hassan Eshkiki, Mostafa Mohammadpour, Nikol Sullo, Christopher H. George:
Towards Improving Single-Cell Segmentation in Heterogeneous Configurations of Cardiomyocyte Networks. AIiH (2) 2024: 104-117 - [c37]Abraham Etinosa Enobun, Uche Henry Anakwenze, Aboozar Taherkhani, Zacharias A. Anastassi, Fabio Caraffini, Hassan Eshkiki:
Segmenting Breast Ultrasound Scans Using a Generative Adversarial Network Embedding U-Net. AIiH (2) 2024: 149-159 - [c36]Leonardo Lucio Custode, Fabio Caraffini, Anil Yaman, Giovanni Iacca:
An investigation on the use of Large Language Models for hyperparameter tuning in Evolutionary Algorithms. GECCO Companion 2024: 1838-1845 - [i16]Adebamigbe Fasanmade, Ali H. Al-Bayatti, Jarrad Neil Morden, Fabio Caraffini:
Context-Aware Quantitative Risk Assessment Machine Learning Model for Drivers Distraction. CoRR abs/2402.13421 (2024) - [i15]Juan F. Pérez-Pérez, Pablo Isaza Gómez, Isis Bonet, María Solange Sánchez-Pinzón, Fabio Caraffini, Christian Lochmuller:
Assessing Climate Transition Risks in the Colombian Processed Food Sector: A Fuzzy Logic and Multicriteria Decision-Making Approach. CoRR abs/2404.16055 (2024) - [i14]Leonardo Lucio Custode, Fabio Caraffini, Anil Yaman, Giovanni Iacca:
An investigation on the use of Large Language Models for hyperparameter tuning in Evolutionary Algorithms. CoRR abs/2408.02451 (2024) - 2023
- [j28]James Izzard, Fabio Caraffini, Francisco Chiclana:
Towards a software tool for general meal optimisation. Appl. Intell. 53(7): 7751-7775 (2023) - [j27]Alejandro Peña, Juan C. Tejada, Juan David Gonzalez-Ruiz, Lina María Sepúlveda-Cano, Francisco Chiclana, Fabio Caraffini, Mario Gongora:
An evolutionary intelligent control system for a flexible joints robot. Appl. Soft Comput. 135: 110043 (2023) - [j26]Souheila Khalfi, Fabio Caraffini, Giovanni Iacca:
Metaheuristics in the Balance: A Survey on Memory-Saving Approaches for Platforms with Seriously Limited Resources. Int. J. Intell. Syst. 2023: 1-32 (2023) - [j25]Jarrad Neil Morden, Fabio Caraffini, Ioannis Kypraios, Ali H. Al-Bayatti, Richard Smith:
Driving in the Rain: A Survey toward Visibility Estimation through Windshields. Int. J. Intell. Syst. 2023: 1-26 (2023) - [c35]Antonio Agresta, Chiara Biscarini, Fabio Caraffini, Valentino Santucci:
An Intelligent Optimised Estimation of the Hydraulic Jump Roller Length. EvoApplications@EvoStar 2023: 475-490 - [c34]Alejandro Peña, Alejandro Puerta, Isis Bonet, Fabio Caraffini, Mario Gongora, Ivan Ochoa:
A Multispectral Image Classification Framework for Estimating the Operational Risk of Lethal Wilt in Oil Palm Crops. EvoApplications@EvoStar 2023: 491-506 - [c33]Alejandro Puerta, Santiago Horacio Hoyos, Isis Bonet, Fabio Caraffini:
An AI-Based Support System for Microgrids Energy Management. EvoApplications@EvoStar 2023: 507-518 - [c32]Tan Jo Yen, Sivakumar Vengusamy, Fabio Caraffini, Stefan Kuhn, Simon Colreavy-Donnelly:
Image Processing Model to Estimate Nutritional Values in Raw and Cooked Vegetables. FRUCT 2023: 183-191 - [c31]Bas van Stein, Diederick Vermetten, Fabio Caraffini, Anna V. Kononova:
Deep BIAS: Detecting Structural Bias using Explainable AI. GECCO Companion 2023: 455-458 - [c30]Diederick Vermetten, Fabio Caraffini, Anna V. Kononova, Thomas Bäck:
Modular Differential Evolution. GECCO 2023: 864-872 - [c29]Madalina-Andreea Mitran, Anna V. Kononova, Fabio Caraffini, Daniela Zaharie:
Patterns of Convergence and Bound Constraint Violation in Differential Evolution on SBOX-COST Benchmarking Suite. GECCO Companion 2023: 2337-2345 - [c28]Lilian Genaro Motti Ader, Katie Crowley, Stefan Kuhn, Fabio Caraffini, Turgay Altindag, Simon Colreavy-Donnelly:
Extended Reality, Augmented Users, and Design Implications for Virtual Learning Environments. ISTAS 2023: 1-8 - [c27]Juan F. Pérez-Pérez, Isis Bonet Cruz, María Solange Sánchez-Pinzón, Fabio Caraffini, Christian Lochmuller:
Forecasting Climate Transition Regulatory and Market Risk Variables with Machine Learning. ISTAS 2023: 1-8 - [i13]Bas van Stein, Diederick Vermetten, Fabio Caraffini, Anna V. Kononova:
Deep-BIAS: Detecting Structural Bias using Explainable AI. CoRR abs/2304.01869 (2023) - [i12]Diederick Vermetten, Fabio Caraffini, Anna V. Kononova, Thomas Bäck:
Modular Differential Evolution. CoRR abs/2304.09524 (2023) - [i11]Madalina-Andreea Mitran, Anna V. Kononova, Fabio Caraffini, Daniela Zaharie:
Patterns of Convergence and Bound Constraint Violation in Differential Evolution on SBOX-COST Benchmarking Suite. CoRR abs/2305.12221 (2023) - 2022
- [j24]Fabio Caraffini, Francisco Chiclana, Raymond Moodley, Mario Gongora:
Applications of computational intelligence-based systems for societal enhancement. Int. J. Intell. Syst. 37(4): 2679-2682 (2022) - [j23]Raymond Moodley, Francisco Chiclana, Fabio Caraffini, Mario Gongora:
Using self-organising maps to predict and contain natural disasters and pandemics. Int. J. Intell. Syst. 37(4): 2739-2757 (2022) - [j22]Matthew Fox, Shengxiang Yang, Fabio Caraffini:
A new moving peaks benchmark with attractors for dynamic evolutionary algorithms. Swarm Evol. Comput. 74: 101125 (2022) - [j21]Diederick Vermetten, Bas van Stein, Fabio Caraffini, Leandro L. Minku, Anna V. Kononova:
BIAS: A Toolbox for Benchmarking Structural Bias in the Continuous Domain. IEEE Trans. Evol. Comput. 26(6): 1380-1393 (2022) - [c26]Diederick Vermetten, Fabio Caraffini, Bas van Stein, Anna V. Kononova:
Using structural bias to analyse the behaviour of modular CMA-ES. GECCO Companion 2022: 1674-1682 - [i10]Anna V. Kononova, Diederick Vermetten, Fabio Caraffini, Madalina-Andreea Mitran, Daniela Zaharie:
The importance of being constrained: dealing with infeasible solutions in Differential Evolution and beyond. CoRR abs/2203.03512 (2022) - [i9]Stefan Kuhn, Carlos Cobas, Agustin Barba, Simon Colreavy-Donnelly, Fabio Caraffini, Ricardo Moreira Borges:
Direct deduction of chemical class from NMR spectra. CoRR abs/2211.03173 (2022) - 2021
- [j20]Alejandro Peña, Alejandro Patino, Francisco Chiclana, Fabio Caraffini, Mario Gongora, Juan David Gonzalez-Ruiz, Eduardo Duque-Grisales:
Fuzzy convolutional deep-learning model to estimate the operational risk capital using multi-source risk events. Appl. Soft Comput. 107: 107381 (2021) - [j19]Stuart O'Connor, Salim Hasshu, James Bielby, Simon Colreavy-Donnelly, Stefan Kuhn, Fabio Caraffini, Richard Smith:
SCIPS: A serious game using a guidance mechanic to scaffold effective training for cyber security. Inf. Sci. 580: 524-540 (2021) - [j18]Anna V. Kononova, Fabio Caraffini, Thomas Bäck:
Differential evolution outside the box. Inf. Sci. 581: 587-604 (2021) - [c25]Bas van Stein, Fabio Caraffini, Anna V. Kononova:
Emergence of structural bias in differential evolution. GECCO Companion 2021: 1234-1242 - [c24]Diederick Vermetten, Anna V. Kononova, Fabio Caraffini, Hao Wang, Thomas Bäck:
Is there anisotropy in structural bias? GECCO Companion 2021: 1243-1250 - [i8]Diederick Vermetten, Anna V. Kononova, Fabio Caraffini, Hao Wang, Thomas Bäck:
Is there Anisotropy in Structural Bias? CoRR abs/2105.04480 (2021) - [i7]Bas van Stein, Fabio Caraffini, Anna V. Kononova:
Emergence of Structural Bias in Differential Evolution. CoRR abs/2105.04693 (2021) - 2020
- [j17]Johana Florez-Lozano, Fabio Caraffini, Carlos Parra, Mario Gongora:
A Robust Decision-Making Framework Based on Collaborative Agents. IEEE Access 8: 150974-150988 (2020) - [j16]Simon Colreavy-Donnelly, Fabio Caraffini, Stefan Kuhn, Mario Gongora, Johana Florez-Lozano, Carlos Parra:
Shallow buried improvised explosive device detection via convolutional neural networks. Integr. Comput. Aided Eng. 27(4): 403-416 (2020) - [j15]Johana Florez-Lozano, Fabio Caraffini, Carlos Parra, Mario Gongora:
Cooperative and distributed decision-making in a multi-agent perception system for improvised land mines detection. Inf. Fusion 64: 32-49 (2020) - [j14]Giovanni Iacca, Fabio Caraffini:
Re-sampled inheritance compact optimization. Knowl. Based Syst. 208: 106416 (2020) - [c23]James Bielby, Stefan Kuhn, Simon Colreavy-Donnelly, Fabio Caraffini, Stuart O'Connor, Zacharias A. Anastassi:
Identifying Parkinson's Disease Through the Classification of Audio Recording Data. CEC 2020: 1-7 - [c22]Isis Bonet, Fabio Caraffini, Alejandro Peña, Alejandro Puerta, Mario Gongora:
Oil Palm Detection via Deep Transfer Learning. CEC 2020: 1-8 - [c21]Conor Fahy, Fabio Caraffini, Mario Gongora:
A Multi-Agent System for Modelling the Spread of Lethal Wilt in Oil-Palm Plantations. CEC 2020: 1-7 - [c20]Johana Florez-Lozano, Fabio Caraffini, Carlos Parra, Mario Gongora:
Training Data Set Assessment for Decision-Making in a Multiagent Landmine Detection Platform. CEC 2020: 1-8 - [c19]Matthew Fox, Shengxiang Yang, Fabio Caraffini:
An Experimental Study of Prediction Methods in Robust optimization Over Time. CEC 2020: 1-7 - [c18]Anna V. Kononova, Fabio Caraffini, Hao Wang, Thomas Bäck:
Can Single Solution Optimisation Methods Be Structurally Biased? CEC 2020: 1-9 - [c17]Simon Colreavy-Donnelly, Stefan Kuhn, Fabio Caraffini, Stuart O'Connor, Zacharias A. Anastassi, Simon Coupland:
A Neural Network for Interpolating Light-Sources. COMPSAC 2020: 1634-1640 - [c16]Anna V. Kononova, Fabio Caraffini, Hao Wang, Thomas Bäck:
Can Compact Optimisation Algorithms Be Structurally Biased? PPSN (1) 2020: 229-242 - [i6]Johana Florez-Lozano, Fabio Caraffini, Carlos Parra, Mario Gongora:
Training Data Set Assessment for Decision-Making in a Multiagent Landmine Detection Platform. CoRR abs/2004.05380 (2020) - [i5]Anna V. Kononova, Fabio Caraffini, Thomas Bäck:
Differential evolution outside the box. CoRR abs/2004.10489 (2020)
2010 – 2019
- 2019
- [j13]Raymond Moodley, Francisco Chiclana, Fabio Caraffini, Jenny Carter:
Application of uninorms to market basket analysis. Int. J. Intell. Syst. 34(1): 39-49 (2019) - [j12]Fabio Caraffini, Ferrante Neri, Michael G. Epitropakis:
HyperSPAM: A study on hyper-heuristic coordination strategies in the continuous domain. Inf. Sci. 477: 186-202 (2019) - [j11]Fabio Caraffini, Anna V. Kononova, David Corne:
Infeasibility and structural bias in differential evolution. Inf. Sci. 496: 161-179 (2019) - [j10]Fabio Caraffini, Ferrante Neri:
A study on rotation invariance in differential evolution. Swarm Evol. Comput. 50 (2019) - [c15]Giovanni Iacca, Fabio Caraffini:
Compact Optimization Algorithms with Re-Sampled Inheritance. EvoApplications 2019: 523-534 - [i4]Fabio Caraffini, Anna V. Kononova, David Corne:
Infeasibility and structural bias in Differential Evolution. CoRR abs/1901.06153 (2019) - 2018
- [c14]Fabio Caraffini, Ferrante Neri:
Rotation Invariance and Rotated Problems: An Experimental Study on Differential Evolution. EvoApplications 2018: 597-614 - [i3]Giovanni Iacca, Fabio Caraffini:
Compact Optimization Algorithms with Re-sampled Inheritance. CoRR abs/1809.04343 (2018) - [i2]Giovanni Iacca, Fabio Caraffini, Ferrante Neri:
Multi-Strategy Coevolving Aging Particle Optimization. CoRR abs/1810.05018 (2018) - 2017
- [c13]Fabio Caraffini, Ferrante Neri, Giovanni Iacca:
Large Scale Problems in Practice: The Effect of Dimensionality on the Interaction Among Variables. EvoApplications (1) 2017: 636-652 - 2015
- [j9]Jixiang Cheng, Gexiang Zhang, Fabio Caraffini, Ferrante Neri:
Multicriteria adaptive differential evolution for global numerical optimization. Integr. Comput. Aided Eng. 22(2): 103-107 (2015) - [j8]Ilpo Poikolainen, Ferrante Neri, Fabio Caraffini:
Cluster-Based Population Initialization for differential evolution frameworks. Inf. Sci. 297: 216-235 (2015) - [j7]Anna V. Kononova, David W. Corne, Philippe De Wilde, Vsevolod Shneer, Fabio Caraffini:
Structural bias in population-based algorithms. Inf. Sci. 298: 468-490 (2015) - [c12]Giovanni Iacca, Fabio Caraffini, Ferrante Neri:
Continuous Parameter Pools in Ensemble Differential Evolution. SSCI 2015: 1529-1536 - 2014
- [j6]Giovanni Iacca, Fabio Caraffini, Ferrante Neri:
Multi-Strategy coevolving aging Particle Optimization. Int. J. Neural Syst. 24(1) (2014) - [j5]Fabio Caraffini, Ferrante Neri, Lorenzo Picinali:
An analysis on separability for Memetic Computing automatic design. Inf. Sci. 265: 1-22 (2014) - [c11]Giovanni Iacca, Ferrante Neri, Fabio Caraffini, Ponnuthurai Nagaratnam Suganthan:
A Differential Evolution Framework with Ensemble of Parameters and Strategies and Pool of Local Search Algorithms. EvoApplications 2014: 615-626 - [c10]Michael G. Epitropakis, Fabio Caraffini, Ferrante Neri, Edmund K. Burke:
A Separability Prototype for Automatic Memes with Adaptive Operator Selection. FOCI 2014: 70-77 - [i1]Anna V. Kononova, David W. Corne, Philippe De Wilde, Vsevolod Shneer, Fabio Caraffini:
Structural bias in population-based algorithms. CoRR abs/1408.5350 (2014) - 2013
- [j4]Giovanni Iacca, Fabio Caraffini, Ferrante Neri:
Memory-saving memetic computing for path-following mobile robots. Appl. Soft Comput. 13(4): 2003-2016 (2013) - [j3]Fabio Caraffini, Ferrante Neri, Giovanni Iacca, Aran Mol:
Parallel memetic structures. Inf. Sci. 227: 60-82 (2013) - [j2]Fabio Caraffini, Ferrante Neri, Benjamin N. Passow, Giovanni Iacca:
Re-sampled inheritance search: high performance despite the simplicity. Soft Comput. 17(12): 2235-2256 (2013) - [c9]Fabio Caraffini, Giovanni Iacca, Ferrante Neri, Lorenzo Picinali, Ernesto Mininno:
A CMA-ES super-fit scheme for the re-sampled inheritance search. IEEE Congress on Evolutionary Computation 2013: 1123-1130 - [c8]Giovanni Iacca, Fabio Caraffini, Ferrante Neri, Ernesto Mininno:
Single particle algorithms for continuous optimization. IEEE Congress on Evolutionary Computation 2013: 1610-1617 - [c7]Fabio Caraffini, Ferrante Neri, Jixiang Cheng, Gexiang Zhang, Lorenzo Picinali, Giovanni Iacca, Ernesto Mininno:
Super-fit Multicriteria Adaptive Differential Evolution. IEEE Congress on Evolutionary Computation 2013: 1678-1685 - [c6]Fabio Caraffini, Ferrante Neri, Mario Gongora, Benjamin N. Passow:
Re-sampling search: A seriously simple memetic approach with a high performance. Memetic Computing 2013: 52-59 - [c5]Fabio Caraffini, Ferrante Neri, Ilpo Poikolainen:
Micro-differential evolution with extra moves along the axes. SDE 2013: 46-53 - 2012
- [j1]Giovanni Iacca, Fabio Caraffini, Ferrante Neri:
Compact Differential Evolution Light: High Performance Despite Limited Memory Requirement and Modest Computational Overhead. J. Comput. Sci. Technol. 27(5): 1056-1076 (2012) - [c4]Giovanni Iacca, Fabio Caraffini, Ferrante Neri, Ernesto Mininno:
Robot Base Disturbance Optimization with Compact Differential Evolution Light. EvoApplications 2012: 285-294 - [c3]Fabio Caraffini, Giovanni Iacca, Ferrante Neri, Ernesto Mininno:
Three variants of three Stage Optimal Memetic Exploration for handling non-separable fitness landscapes. UKCI 2012: 1-8 - [c2]Fabio Caraffini, Giovanni Iacca, Ferrante Neri, Ernesto Mininno:
The importance of being structured: A comparative study on multi stage memetic approaches. UKCI 2012: 1-8 - [c1]Ferrante Neri, Matthieu Weber, Fabio Caraffini, Ilpo Poikolainen:
Meta-Lamarckian learning in three stage optimal memetic exploration. UKCI 2012: 1-8
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2025-01-09 13:26 CET by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
