Leonardo Vanneschi

According to our database1, Leonardo Vanneschi authored at least 179 papers between 2000 and 2020.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2020
Computational Intelligence for Life Sciences.
Fundam. Inform., 2020

A Study of Fitness Landscapes for Neuroevolution.
CoRR, 2020

2019
Multiobjective Metaheuristic to Design RNA Sequences.
IEEE Trans. Evolutionary Computation, 2019

Alignment-based genetic programming for real life applications.
Swarm Evol. Comput., 2019

Genetic programming with semantic equivalence classes.
Swarm Evol. Comput., 2019

Multidimensional genetic programming for multiclass classification.
Swarm Evol. Comput., 2019

A distance between populations for n-points crossover in genetic algorithms.
Swarm Evol. Comput., 2019

Evolving multidimensional transformations for symbolic regression with M3GP.
Memetic Computing, 2019

Forecasting performance of regional innovation systems using semantic-based genetic programming with local search optimizer.
Comput. Oper. Res., 2019

Universal Learning Machine with Genetic Programming.
Proceedings of the 11th International Joint Conference on Computational Intelligence, 2019

A Regression-like Classification System for Geometric Semantic Genetic Programming.
Proceedings of the 11th International Joint Conference on Computational Intelligence, 2019

Supporting Medical Decisions for Treating Rare Diseases Through Genetic Programming.
Proceedings of the Applications of Evolutionary Computation, 2019

A Vectorial Approach to Genetic Programming.
Proceedings of the Genetic Programming - 22nd European Conference, 2019

2018
A Characteristic-Based Framework for Multiple Sequence Aligners.
IEEE Trans. Cybernetics, 2018

A semi-supervised Genetic Programming method for dealing with noisy labels and hidden overfitting.
Swarm Evol. Comput., 2018

Swarm intelligence for optimizing the parameters of multiple sequence aligners.
Swarm Evol. Comput., 2018

Improved Fully Convolutional Network with Conditional Random Fields for Building Extraction.
Remote Sensing, 2018

A Parallel Multiobjective Metaheuristic for Multiple Sequence Alignment.
Journal of Computational Biology, 2018

An artificial intelligence system for predicting customer default in e-commerce.
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

EDDA-V2 - An Improvement of the Evolutionary Demes Despeciation Algorithm.
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

Evolving PSO algorithm design in vector fields using geometric semantic GP.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

A Multiple Expression Alignment Framework for Genetic Programming.
Proceedings of the Genetic Programming - 21st European Conference, 2018

Pruning Techniques for Mixed Ensembles of Genetic Programming Models.
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

The influence of population size in geometric semantic GP.
Swarm Evol. Comput., 2017

Reducing Alignment Time Complexity of Ultra-Large Sets of Sequences.
Journal of Computational Biology, 2017

Using biological knowledge for multiple sequence aligner decision making.
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.
IJBIC, 2017

An expert system for extracting knowledge from customers' reviews: The case of Amazon.com, Inc.
Expert Syst. Appl., 2017

A Distance Between Populations for n-Points Crossover in Genetic Algorithms.
CoRR, 2017

PSXO: population-wide semantic crossover.
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

A parallel and distributed semantic Genetic Programming system.
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
Semantic genetic programming for fast and accurate data knowledge discovery.
Swarm Evol. Comput., 2016

Parameter evaluation of geometric semantic genetic programming in pharmacokinetics.
IJBIC, 2016

Self-tuning geometric semantic Genetic Programming.
Genetic Programming and Evolvable Machines, 2016

Controlling Individuals Growth in Semantic Genetic Programming through Elitist Replacement.
Comp. Int. and Neurosc., 2016

Prediction of relative position of CT slices using a computational intelligence system.
Appl. Soft Comput., 2016

An Analysis of Geometric Semantic Crossover: A Computational Geometry Approach.
Proceedings of the 8th International Joint Conference on Computational Intelligence, 2016

Local Search is Underused in Genetic Programming.
Proceedings of the Genetic Programming Theory and Practice XIV, 2016

A Comparison Between Representations for Evolving Images.
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

A C++ framework for geometric semantic genetic programming.
Genetic Programming and Evolvable Machines, 2015

Energy Consumption Forecasting Using Semantic-Based Genetic Programming with Local Search Optimizer.
Comp. Int. and Neurosc., 2015

An Introduction to Geometric Semantic Genetic Programming.
Proceedings of the NEO 2015, 2015

Geometric Semantic Genetic Programming with Local Search.
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

Electricity Demand Modelling with Genetic Programming.
Proceedings of the Progress in Artificial Intelligence, 2015

2014
Semantic Search-Based Genetic Programming and the Effect of Intron Deletion.
IEEE Trans. Cybernetics, 2014

Corrections to "Semantic Search Based Genetic Programming and the Effect of Introns Deletion".
IEEE Trans. Cybernetics, 2014

Genetic algorithm with variable neighborhood search for the optimal allocation of goods in shop shelves.
Oper. Res. Lett., 2014

Improving genetic programming for the prediction of pharmacokinetic parameters.
Memetic Computing, 2014

A study of search algorithms' optimization speed.
J. Comb. Optim., 2014

Geometric Selective Harmony Search.
Inf. Sci., 2014

A survey of semantic methods in genetic programming.
Genetic Programming and Evolvable Machines, 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

How to Exploit Alignment in the Error Space: Two Different GP Models.
Proceedings of the Genetic Programming Theory and Practice XII, 2014

ESAGP - A Semantic GP Framework Based on Alignment in the Error Space.
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

Towards the Use of Genetic Programming for the Prediction of Survival in Cancer.
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.
Genetic Programming and Evolvable Machines, 2013

A new genetic programming framework based on reaction systems.
Genetic Programming and Evolvable Machines, 2013

Prediction of high performance concrete strength using Genetic Programming with geometric semantic genetic operators.
Expert Syst. Appl., 2013

Geometric Semantic Genetic Programming for Real Life Applications.
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

Prediction of Forest Aboveground Biomass: An Exercise on Avoiding Overfitting.
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
An Empirical Study of Parallel and Distributed Particle Swarm Optimization.
Proceedings of the Parallel Architectures and Bioinspired Algorithms, 2012

Genetic Programming - Introduction, Applications, Theory and Open Issues.
Proceedings of the Handbook of Natural Computing, 2012

A study of the neutrality of Boolean function landscapes in genetic programming.
Theor. Comput. Sci., 2012

A distance between populations for one-point crossover in genetic algorithms.
Theor. Comput. Sci., 2012

A study on learning robustness using asynchronous 1D cellular automata rules.
Natural Computing, 2012

Bloat free genetic programming: application to human oral bioavailability prediction.
IJDMB, 2012

Operator equalisation for bloat free genetic programming and a survey of bloat control methods.
Genetic Programming and Evolvable Machines, 2012

An Efficient Genetic Programming System with Geometric Semantic Operators and its Application to Human Oral Bioavailability Prediction.
CoRR, 2012

Genetic programming needs better benchmarks.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012

Parameter tuning of evolutionary reactions systems.
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

Evolutionary Reaction Systems.
Proceedings of the Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics, 2012

2011
A Comparative Study of Four Parallel and Distributed PSO Methods.
New Generation Comput., 2011

Hot topics in Evolutionary Computation.
Intelligenza Artificiale, 2011

A comparison of machine learning techniques for survival prediction in breast cancer.
BioData Mining, 2011

Multi Objective Genetic Programming for Feature Construction in Classification Problems.
Proceedings of the Learning and Intelligent Optimization - 5th International Conference, 2011

The K landscapes: a tunably difficult benchmark for genetic programming.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

The effect of selection from old populations in genetic algorithms.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

A New Evolutionary Gene Regulatory Network Reverse Engineering Tool.
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

How Far Is It from Here to There? A Distance That Is Coherent with GP Operators.
Proceedings of the Genetic Programming - 14th European Conference, 2011

A Quantitative Study of Learning and Generalization in Genetic Programming.
Proceedings of the Genetic Programming - 14th European Conference, 2011

A Method to Reuse Old Populations in Genetic Algorithms.
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.
Genetic Programming and Evolvable Machines, 2010

Theoretical results in genetic programming: the next ten years?
Genetic Programming and Evolvable Machines, 2010

Open issues in genetic programming.
Genetic Programming and Evolvable Machines, 2010

Genetic programming for anticancer therapeutic response prediction using the NCI-60 dataset.
Comput. Oper. Res., 2010

Genetic programming for QSAR investigation of docking energy.
Appl. Soft Comput., 2010

A Study on Gene Regulatory Network Reconstruction and Simulation.
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

Measuring bloat, overfitting and functional complexity in genetic programming.
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

Optimization speed and fair sets of functions.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010

Definition of a crossover based distance for genetic algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010

On the use of genetic programming for the prediction of survival in cancer.
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. Cellular Automata, 2009

Introduction: special issue on parallel and distributed evolutionary algorithms, part I.
Genetic Programming and Evolvable Machines, 2009

A Study of Genetic Programming Variable Population Size for Dynamic Optimization Problems.
Proceedings of the IJCCI 2009, 2009

Empirical modeling for colorimetric characterization of digital cameras.
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

Variable size population for dynamic optimization with genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Fitness landscapes and problem hardness in genetic programming.
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
Crossover-Based Tree Distance in Genetic Programming.
IEEE Trans. Evolutionary Computation, 2008

Polynomial modeling and optimization for colorimetric characterization of scanners.
J. Electronic Imaging, 2008

A Neuro-Genetic Framework for Pattern Recognition in Complex Systems.
Fundam. Inform., 2008

Elitism reduces bloat in genetic programming.
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

A Study of Some Implications of the No Free Lunch Theorem.
Proceedings of the Applications of Evolutionary Computing, 2008

Negative Slope Coefficient and the Difficulty of Random 3-SAT Instances.
Proceedings of the Applications of Evolutionary Computing, 2008

A Critical Assessment of Some Variants of Particle Swarm Optimization.
Proceedings of the Applications of Evolutionary Computing, 2008

An Evolutionary Framework for Colorimetric Characterization of Scanners.
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

GP Generation of Pedestrian Behavioral Rules in an Evacuation Model Based on SCA.
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.
Genetic Programming and Evolvable Machines, 2007

Fitness landscapes and problem hardness in evolutionary computation.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Multi-optimization improves genetic programming generalization ability.
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 (LD50) and Plasma Protein Binding Levels (%PPB) of Drugs.
Proceedings of the Evolutionary Computation, 2007

A Comprehensive View of Fitness Landscapes with Neutrality and Fitness Clouds.
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

A quantitative study of neutrality in GP boolean landscapes.
Proceedings of the Genetic and Evolutionary Computation Conference, 2006

Heterogeneous cooperative coevolution: strategies of integration between GP and GA.
Proceedings of the Genetic and Evolutionary Computation Conference, 2006

Genetic programming for human oral bioavailability of drugs.
Proceedings of the Genetic and Evolutionary Computation Conference, 2006

Classifying and Counting Vehicles in Traffic Control Applications.
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

Using Subtree Crossover Distance to Investigate Genetic Programming Dynamics.
Proceedings of the Genetic Programming, 9th European Conference, 2006

Neutral Fitness Landscape in the Cellular Automata Majority Problem.
Proceedings of the Cellular Automata, 2006

Automatic Detection of Go-Based Patterns in CA Model of Vegetable Populations: Experiments on Geta Pattern Recognition.
Proceedings of the Cellular Automata, 2006

2005
A Study of Fitness Distance Correlation as a Difficulty Measure in Genetic Programming.
Evolutionary Computation, 2005

Dynamic Size Populations in Distributed Genetic Programming.
Proceedings of the Genetic Programming, 8th European Conference, 2005

Operator-Based Distance for Genetic Programming: Subtree Crossover Distance.
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

A Survey of Problem Difficulty in Genetic Programming.
Proceedings of the AI*IA 2005: Advances in Artificial Intelligence, 2005

2004
Fitness Clouds and Problem Hardness in Genetic Programming.
Proceedings of the Genetic and Evolutionary Computation, 2004

A new technique for dynamic size populations in genetic programming.
Proceedings of the IEEE Congress on Evolutionary Computation, 2004

2003
An Empirical Study of Multipopulation Genetic Programming.
Genetic Programming and Evolvable Machines, 2003

Difficulty of Unimodal and Multimodal Landscapes in Genetic Programming.
Proceedings of the Genetic and Evolutionary Computation, 2003

Diversity in Multipopulation Genetic Programming.
Proceedings of the Genetic and Evolutionary Computation, 2003

The Effect of Plagues in Genetic Programming: A Study of Variable-Size Populations.
Proceedings of the Genetic Programming, 6th European Conference, EuroGP 2003, 2003

Fitness Distance Correlation in Structural Mutation Genetic Programming.
Proceedings of the Genetic Programming, 6th European Conference, EuroGP 2003, 2003

Fitness distance correlation in genetic programming: a constructive counterexample.
Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2003, 8, 2003

Diversity analysis in cellular and multipopulation genetic programming.
Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2003, 8, 2003

A Study of Diversity in Multipopulation Genetic Programming.
Proceedings of the Artificial Evolution, 2003

2002
Experimental Investigation of Three Distributed Genetic Programming Models.
Proceedings of the Parallel Problem Solving from Nature, 2002

Limiting the Number of Fitness Cases in Genetic Programming Using Statistics.
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

2001
Studying the Influence of Communication Topology and Migration on Distributed Genetic Programming.
Proceedings of the Genetic Programming, 4th European Conference, 2001

2000
A Distributed Computing Environment for Genetic Programming Using MPI.
Proceedings of the Recent Advances in Parallel Virtual Machine and Message Passing Interface, 2000

An MPI-Based Tool for Distributed Genetic Programming.
Proceedings of the 2000 IEEE International Conference on Cluster Computing (CLUSTER 2000), November 28th, 2000


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