Leonardo Vanneschi
Orcid: 0000-0003-4732-3328Affiliations:
- Universidade Nova de Lisboa, Portugal
According to our database1,
Leonardo Vanneschi
authored at least 230 papers
between 2000 and 2024.
Collaborative distances:
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Bibliography
2024
Geometric semantic genetic programming with normalized and standardized random programs.
Genet. Program. Evolvable Mach., June, 2024
SN Comput. Sci., January, 2024
GM4OS: An Evolutionary Oversampling Approach for Imbalanced Binary Classification Tasks.
Proceedings of the Applications of Evolutionary Computation - 27th European Conference, 2024
Proceedings of the Genetic Programming - 27th European Conference, 2024
2023
Genet. Program. Evolvable Mach., December, 2023
Genet. Program. Evolvable Mach., December, 2023
Inf. Sci., November, 2023
Multi-algorithm clustering analysis for characterizing cow productivity on automatic milking systems over lactation periods.
Comput. Electron. Agric., August, 2023
Simplifying Fitness Landscapes Using Dilation Functions Evolved With Genetic Programming.
IEEE Comput. Intell. Mag., February, 2023
Natural Computing Series, Springer, ISBN: 978-3-031-17921-1, 2023
IEEE Trans. Image Process., 2023
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023
Proceedings of the Genetic and Evolutionary Computation Conference, 2023
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023
Feature Selection on Epistatic Problems Using Genetic Algorithms with Nested Classifiers.
Proceedings of the Applications of Evolutionary Computation - 26th European Conference, 2023
2022
A novel binary classification approach based on geometric semantic genetic programming.
Swarm Evol. Comput., 2022
Fitness landscape analysis of convolutional neural network architectures for image classification.
Inf. Sci., 2022
ISPRS Int. J. Geo Inf., 2022
Expert Syst. Appl., 2022
Proceedings of the Artificial Life and Evolutionary Computation - 16th Italian Workshop, 2022
Proceedings of the Artificial Life and Evolutionary Computation - 16th Italian Workshop, 2022
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, USA, July 9, 2022
Proceedings of the Applications of Evolutionary Computation - 25th European Conference, 2022
Proceedings of the Genetic Programming - 25th European Conference, 2022
Proceedings of the IEEE Congress on Evolutionary Computation, 2022
2021
Improving Land Cover Classification Using Genetic Programming for Feature Construction.
Remote. Sens., 2021
Soft target and functional complexity reduction: A hybrid regularization method for genetic programming.
Expert Syst. Appl., 2021
Proceedings of the Genetic Programming - 24th European Conference, 2021
2020
Towards the use of genetic programming in the ecological modelling of mosquito population dynamics.
Genet. Program. Evolvable Mach., 2020
Machine learning techniques to predict the effectiveness of music therapy: A randomized controlled trial.
Comput. Methods Programs Biomed., 2020
Appl. Soft Comput., 2020
IEEE Access, 2020
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020
Proceedings of the Applications of Evolutionary Computation - 23rd European Conference, 2020
Proceedings of the Genetic Programming - 23rd European Conference, 2020
Investigating the Use of Geometric Semantic Operators in Vectorial Genetic Programming.
Proceedings of the Genetic Programming - 23rd European Conference, 2020
Proceedings of the IEEE Congress on Evolutionary Computation, 2020
Proceedings of the IEEE Congress on Evolutionary Computation, 2020
2019
Proceedings of the Encyclopedia of Bioinformatics and Computational Biology - Volume 1, 2019
Proceedings of the Encyclopedia of Bioinformatics and Computational Biology - Volume 1, 2019
Proceedings of the Encyclopedia of Bioinformatics and Computational Biology - Volume 1, 2019
IEEE Trans. Evol. Comput., 2019
Swarm Evol. Comput., 2019
Swarm Evol. Comput., 2019
Swarm Evol. Comput., 2019
Memetic Comput., 2019
Forecasting performance of regional innovation systems using semantic-based genetic programming with local search optimizer.
Comput. Oper. Res., 2019
Proceedings of the 11th International Joint Conference on Computational Intelligence, 2019
Proceedings of the 11th International Joint Conference on Computational Intelligence, 2019
Proceedings of the Applications of Evolutionary Computation, 2019
Proceedings of the Genetic Programming - 22nd European Conference, 2019
Regularization Techniques in Radiomics: A Case Study on the Prediction of pCR in Breast Tumours and the Axilla.
Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2019
2018
IEEE Trans. Cybern., 2018
A semi-supervised Genetic Programming method for dealing with noisy labels and hidden overfitting.
Swarm Evol. Comput., 2018
Swarm Evol. Comput., 2018
Improved Fully Convolutional Network with Conditional Random Fields for Building Extraction.
Remote. Sens., 2018
J. Comput. Biol., 2018
Expert Syst. Appl., 2018
Multiobjective characteristic-based framework for very-large multiple sequence alignment.
Appl. Soft Comput., 2018
PSO-Based Search Rules for Aerial Swarms Against Unexplored Vector Fields via Genetic Programming.
Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018
Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018
A multidimensional genetic programming approach for identifying epsistatic gene interactions.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018
Proceedings of the Genetic Programming - 21st European Conference, 2018
Proceedings of the Genetic Programming - 21st European Conference, 2018
2017
Multi-objective genetic algorithm with variable neighbourhood search for the electoral redistricting problem.
Swarm Evol. Comput., 2017
J. Comput. Biol., 2017
Inf. Sci., 2017
Prediction of ships' position by analysing AIS data: an artificial intelligence approach.
Int. J. Web Eng. Technol., 2017
Stock index return forecasting: semantics-based genetic programming with local search optimiser.
Int. J. Bio Inspired Comput., 2017
An expert system for extracting knowledge from customers' reviews: The case of Amazon.com, Inc.
Expert Syst. Appl., 2017
CoRR, 2017
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
Genetic Programming Representations for Multi-dimensional Feature Learning in Biomedical Classification.
Proceedings of the Applications of Evolutionary Computation - 20th European Conference, 2017
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017
Geometric semantic genetic programming for biomedical applications: A state of the art upgrade.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017
An initialization technique for geometric semantic GP based on demes evolution and despeciation.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017
Towards the development of a complete GP system on an FPGA using geometric semantic operators.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017
2016
Swarm Evol. Comput., 2016
Int. J. Bio Inspired Comput., 2016
Genet. Program. Evolvable Mach., 2016
Controlling Individuals Growth in Semantic Genetic Programming through Elitist Replacement.
Comput. Intell. Neurosci., 2016
Prediction of relative position of CT slices using a computational intelligence system.
Appl. Soft Comput., 2016
Proceedings of the 8th International Joint Conference on Computational Intelligence, 2016
Proceedings of the Genetic Programming Theory and Practice XIV, 2016
Proceedings of the Evolutionary and Biologically Inspired Music, Sound, Art and Design, 2016
2015
A geometric semantic genetic programming system for the electoral redistricting problem.
Neurocomputing, 2015
Genet. Program. Evolvable Mach., 2015
Energy Consumption Forecasting Using Semantic-Based Genetic Programming with Local Search Optimizer.
Comput. Intell. Neurosci., 2015
Proceedings of the NEO 2015, 2015
Proceedings of the Genetic and Evolutionary Computation Conference, 2015
Improving Maritime Awareness with Semantic Genetic Programming and Linear Scaling: Prediction of Vessels Position Based on AIS Data.
Proceedings of the Applications of Evolutionary Computation - 18th European Conference, 2015
Proceedings of the Progress in Artificial Intelligence, 2015
2014
IEEE Trans. Cybern., 2014
Corrections to "Semantic Search Based Genetic Programming and the Effect of Introns Deletion".
IEEE Trans. Cybern., 2014
Genetic algorithm with variable neighborhood search for the optimal allocation of goods in shop shelves.
Oper. Res. Lett., 2014
Memetic Comput., 2014
Genet. Program. Evolvable Mach., 2014
Prediction of the Unified Parkinson's Disease Rating Scale assessment using a genetic programming system with geometric semantic genetic operators.
Expert Syst. Appl., 2014
A hybrid Harmony search algorithm with variable neighbourhood search for the bin-packing problem.
Proceedings of the 2014 Sixth World Congress on Nature and Biologically Inspired Computing, 2014
Proceedings of the Genetic Programming Theory and Practice XII, 2014
Proceedings of the Genetic Programming - 17th European Conference, 2014
A Multi-dimensional Genetic Programming Approach for Multi-class Classification Problems.
Proceedings of the Genetic Programming - 17th European Conference, 2014
Proceedings of the Evolution, Complexity and Artificial Life, 2014
2013
A hybrid genetic algorithm for the repetition free longest common subsequence problem.
Oper. Res. Lett., 2013
Gene regulatory networks reconstruction from time series datasets using genetic programming: a comparison between tree-based and graph-based approaches.
Genet. Program. Evolvable Mach., 2013
Genet. Program. Evolvable Mach., 2013
Prediction of high performance concrete strength using Genetic Programming with geometric semantic genetic operators.
Expert Syst. Appl., 2013
Proceedings of the Genetic Programming Theory and Practice XI [GPTP 2013, 2013
An efficient implementation of geometric semantic genetic programming for anticoagulation level prediction in pharmacogenetics.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013
Proceedings of the Applications of Evolutionary Computation - 16th European Conference, 2013
Land Cover/Land Use Multiclass Classification Using GP with Geometric Semantic Operators.
Proceedings of the Applications of Evolutionary Computation - 16th European Conference, 2013
A New Implementation of Geometric Semantic GP and Its Application to Problems in Pharmacokinetics.
Proceedings of the Genetic Programming - 16th European Conference, 2013
An Efficient Implementation of Geometric Semantic Genetic Programming for Anticoagulation Level Prediction in Pharmacogenetics.
Proceedings of the Progress in Artificial Intelligence, 2013
2012
Proceedings of the Parallel Architectures and Bioinspired Algorithms, 2012
Proceedings of the Handbook of Natural Computing, 2012
Theor. Comput. Sci., 2012
Theor. Comput. Sci., 2012
Nat. Comput., 2012
Bloat free genetic programming: application to human oral bioavailability prediction.
Int. J. Data Min. Bioinform., 2012
Operator equalisation for bloat free genetic programming and a survey of bloat control methods.
Genet. Program. Evolvable Mach., 2012
An Efficient Genetic Programming System with Geometric Semantic Operators and its Application to Human Oral Bioavailability Prediction.
CoRR, 2012
Proceedings of the Genetic and Evolutionary Computation Conference, 2012
Proceedings of the Genetic and Evolutionary Computation Conference, 2012
GeNet: A Graph-Based Genetic Programming Framework for the Reverse Engineering of Gene Regulatory Networks.
Proceedings of the Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics, 2012
Proceedings of the Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics, 2012
2011
New Gener. Comput., 2011
A comparison of machine learning techniques for survival prediction in breast cancer.
BioData Min., 2011
Multi Objective Genetic Programming for Feature Construction in Classification Problems.
Proceedings of the Learning and Intelligent Optimization - 5th International Conference, 2011
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
Proceedings of the Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics, 2011
An Empirical Study of Functional Complexity as an Indicator of Overfitting in Genetic Programming.
Proceedings of the Genetic Programming - 14th European Conference, 2011
Proceedings of the Genetic Programming - 14th European Conference, 2011
Proceedings of the Genetic Programming - 14th European Conference, 2011
Proceedings of the Progress in Artificial Intelligence, 2011
Evolutionary Computation: A Brief Overview.
Proceedings of the Genetic and Evolutionary Computation: Medical Applications, 2011
2010
Guest editorial: special issue on parallel and distributed evolutionary algorithms, part two.
Genet. Program. Evolvable Mach., 2010
Genet. Program. Evolvable Mach., 2010
Genetic programming for anticancer therapeutic response prediction using the NCI-60 dataset.
Comput. Oper. Res., 2010
Appl. Soft Comput., 2010
Proceedings of the Neural Nets WIRN10, 2010
State-of-the-Art Genetic Programming for Predicting Human Oral Bioavailability of Drugs.
Proceedings of the Advances in Bioinformatics, 2010
Proceedings of the 2nd Workshop on Bio-Inspired Algorithms for Distributed Systems, 2010
Proceedings of the Genetic and Evolutionary Computation Conference, 2010
An empirical comparison of parallel and distributed particle swarm optimization methods.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010
Proceedings of the Genetic and Evolutionary Computation Conference, 2010
Proceedings of the Genetic and Evolutionary Computation Conference, 2010
Proceedings of the Genetic and Evolutionary Computation Conference, 2010
Identification of Individualized Feature Combinations for Survival Prediction in Breast Cancer: A Comparison of Machine Learning Techniques.
Proceedings of the Evolutionary Computation, 2010
Genetic Algorithms for Training Data and Polynomial Optimization in Colorimetric Characterization of Scanners.
Proceedings of the Applications of Evolutionary Computation, 2010
A comparison of the generalization ability of different genetic programming frameworks.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
A Study on the Automatic Generation of Asynchronous Cellular Automata Rules by Means of Genetic Algorithms.
Proceedings of the Cellular Automata, 2010
2009
Cellular Automata Pattern Recognition and Rule Evolution Through a Neuro-Genetic Approach.
J. Cell. Autom., 2009
Introduction: special issue on parallel and distributed evolutionary algorithms, part I.
Genet. Program. Evolvable Mach., 2009
A Study of Genetic Programming Variable Population Size for Dynamic Optimization Problems.
Proceedings of the IJCCI 2009, 2009
Proceedings of the International Conference on Image Processing, 2009
Limitations of the fitness-proportional negative slope coefficient as a difficulty measure.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009
Using crossover based similarity measure to improve genetic programming generalization ability.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009
Proceedings of the Genetic and Evolutionary Computation Conference, 2009
Proceedings of the Genetic and Evolutionary Computation Conference, 2009
Operator equalisation, bloat and overfitting: a study on human oral bioavailability prediction.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009
NK Landscapes Difficulty and Negative Slope Coefficient: How Sampling Influences the Results.
Proceedings of the Applications of Evolutionary Computing, 2009
A Comparison of Genetic Algorithms and Particle Swarm Optimization for Parameter Estimation in Stochastic Biochemical Systems.
Proceedings of the Evolutionary Computation, 2009
Using Operator Equalisation for Prediction of Drug Toxicity with Genetic Programming.
Proceedings of the Progress in Artificial Intelligence, 2009
2008
IEEE Trans. Evol. Comput., 2008
J. Electronic Imaging, 2008
Fundam. Informaticae, 2008
Proceedings of the Genetic and Evolutionary Computation Conference, 2008
The impact of population size on code growth in GP: analysis and empirical validation.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008
Proceedings of the Applications of Evolutionary Computing, 2008
Proceedings of the Applications of Evolutionary Computing, 2008
Proceedings of the Applications of Evolutionary Computing, 2008
Proceedings of the Applications of Evolutionary Computing, 2008
Evolving robust cellular automata rules with genetic programming.
Proceedings of the Automata 2008: Theory and Applications of Cellular Automata, 2008
Proceedings of the Cellular Automata, 2008
2007
Fitness landscape of the cellular automata majority problem: View from the "Olympus".
Theor. Comput. Sci., 2007
Genetic programming for computational pharmacokinetics in drug discovery and development.
Genet. Program. Evolvable Mach., 2007
Proceedings of the Genetic and Evolutionary Computation Conference, 2007
Proceedings of the Genetic and Evolutionary Computation Conference, 2007
Fitness-proportional negative slope coefficient as a hardness measure for genetic algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007
Genetic Programming and Other Machine Learning Approaches to Predict Median Oral Lethal Dose (LD<sub>50</sub>) and Plasma Protein Binding Levels (%PPB) of Drugs.
Proceedings of the Evolutionary Computation, 2007
Proceedings of the Genetic Programming, 10th European Conference, 2007
2006
Emergent Spatial Patterns in Vegetable Population Dynamics: Towards Pattern Detection and Interpretation.
Proceedings of the Computational Science, 2006
Proceedings of the Genetic and Evolutionary Computation Conference, 2006
Proceedings of the Genetic and Evolutionary Computation Conference, 2006
Proceedings of the Genetic and Evolutionary Computation Conference, 2006
Proceedings of the Applications of Evolutionary Computing, 2006
Negative Slope Coefficient: A Measure to Characterize Genetic Programming Fitness Landscapes.
Proceedings of the Genetic Programming, 9th European Conference, 2006
Proceedings of the Genetic Programming, 9th European Conference, 2006
Proceedings of the Cellular Automata, 2006
Automatic Detection of Go-Based Patterns in CA Model of Vegetable Populations: Experiments on <i>Geta</i> Pattern Recognition.
Proceedings of the Cellular Automata, 2006
2005
A Study of Fitness Distance Correlation as a Difficulty Measure in Genetic Programming.
Evol. Comput., 2005
Proceedings of the Genetic Programming, 8th European Conference, 2005
Proceedings of the Genetic Programming, 8th European Conference, 2005
A purely evolutionary memetic algorithm as a first step towards symbiotic coevolution.
Proceedings of the IEEE Congress on Evolutionary Computation, 2005
Proceedings of the AI*IA 2005: Advances in Artificial Intelligence, 2005
2004
Proceedings of the Genetic and Evolutionary Computation, 2004
Proceedings of the IEEE Congress on Evolutionary Computation, 2004
2003
Genet. Program. Evolvable Mach., 2003
Proceedings of the Genetic and Evolutionary Computation, 2003
Proceedings of the Genetic and Evolutionary Computation, 2003
Proceedings of the Genetic Programming, 6th European Conference, EuroGP 2003, 2003
Proceedings of the Genetic Programming, 6th European Conference, EuroGP 2003, 2003
Proceedings of the IEEE Congress on Evolutionary Computation, 2003
Proceedings of the IEEE Congress on Evolutionary Computation, 2003
Proceedings of the IEEE Congress on Evolutionary Computation, 2003
Proceedings of the Artificial Evolution, 2003
2002
Proceedings of the Parallel Problem Solving from Nature, 2002
Proceedings of the Parallel Problem Solving from Nature, 2002
How Statistics Can Help In Limiting The Number Of Fitness Cases In Genetic Programming.
Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002
Fitness Distance Correlation And Problem Difficulty For Genetic Programming.
Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002
Studying the influence of synchronous and asynchronous parallel GP on programs length evolution.
Proceedings of the 2002 Congress on Evolutionary Computation, 2002
2001
Studying the Influence of Communication Topology and Migration on Distributed Genetic Programming.
Proceedings of the Genetic Programming, 4th European Conference, 2001
2000
Proceedings of the Recent Advances in Parallel Virtual Machine and Message Passing Interface, 2000
Proceedings of the 2000 IEEE International Conference on Cluster Computing (CLUSTER 2000), November 28th, 2000