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List of works by Leonardo Vanneschi

A C++ framework for geometric semantic genetic programming

scientific article published on 2 April 2014

A Characteristic-Based Framework for Multiple Sequence Aligners.

scientific article published on 2 November 2016

A Comparative Study of Four Parallel and Distributed PSO Methods

A Comparison Between Representations for Evolving Images

scientific article published in 2016

A Comparison of Genetic Algorithms and Particle Swarm Optimization for Parameter Estimation in Stochastic Biochemical Systems

scholarly article by Daniela Besozzi et al published 2009 in Lecture Notes in Computer Science

A Comparison of Structural Complexity Metrics for Explainable Genetic Programming

scientific article published on 24 July 2023

A Critical Assessment of Some Variants of Particle Swarm Optimization

A Method to Reuse Old Populations in Genetic Algorithms

scientific article published in 2011

A New Evolutionary Gene Regulatory Network Reverse Engineering Tool

scientific article published in 2011

A New Implementation of Geometric Semantic GP and Its Application to Problems in Pharmacokinetics

scientific article published in 2013

A Parallel Multiobjective Metaheuristic for Multiple Sequence Alignment

scientific article published on 19 April 2018

A Quantitative Study of Learning and Generalization in Genetic Programming

scientific article published in 2011

A Study of Fitness Distance Correlation as a Difficulty Measure in Genetic Programming

scientific article published on 01 January 2005

A Study of Some Implications of the No Free Lunch Theorem

A Study on the Automatic Generation of Asynchronous Cellular Automata Rules by Means of Genetic Algorithms

scholarly article by Andrea Valsecchi et al published 2010 in Lecture Notes in Computer Science

A Survey of Problem Difficulty in Genetic Programming

A comparison of machine learning techniques for survival prediction in breast cancer ⬇️

scientific article published on 11 May 2011

A comparison of the generalization ability of different genetic programming frameworks

scientific article published in July 2010

A distance between populations for one-point crossover in genetic algorithms

A geometric semantic genetic programming system for the electoral redistricting problem

scientific article published in April 2015

A hybrid Harmony search algorithm with variable neighbourhood search for the bin-packing problem

scientific article published in July 2014

A hybrid genetic algorithm for the repetition free longest common subsequence problem

scientific article published in November 2013

A new genetic programming framework based on reaction systems

scientific article published on 30 March 2013

A semi-supervised Genetic Programming method for dealing with noisy labels and hidden overfitting

A study of parallel and distributed particle swarm optimization methods

A study of search algorithms’ optimization speed

A study of the neutrality of Boolean function landscapes in genetic programming

A study on learning robustness using asynchronous 1D cellular automata rules

A survey of semantic methods in genetic programming

scientific article published on 16 January 2014

Accurate High Performance Concrete Prediction with an Alignment-Based Genetic Programming System

An Efficient Implementation of Geometric Semantic Genetic Programming for Anticoagulation Level Prediction in Pharmacogenetics

scientific article published in 2013

An Empirical Study of Functional Complexity as an Indicator of Overfitting in Genetic Programming

An Evolutionary Framework for Colorimetric Characterization of Scanners

An Investigation of Geometric Semantic GP with Linear Scaling

scientific article published on 12 July 2023

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

scholarly article by Leonardo Vanneschi et al published August 2018 in Expert Systems with Applications

An efficient implementation of geometric semantic genetic programming for anticoagulation level prediction in pharmacogenetics

scientific article published in 2013

An empirical comparison of parallel and distributed particle swarm optimization methods

An expert system for extracting knowledge from customers’ reviews: The case of Amazon.com, Inc

scientific article published in October 2017

An initialization technique for geometric semantic GP based on demes evolution and despeciation

scientific article published in June 2017

Automatic Identification of Addresses: A Systematic Literature Review

scientific article published on 29 December 2021

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

scientific article

Burned area estimations derived from Landsat ETM+ and OLI data: Comparing Genetic Programming with Maximum Likelihood and Classification and Regression Trees

article by Ana I.R. Cabral et al published August 2018 in ISPRS Journal of Photogrammetry and Remote Sensing

Classification of Oncologic Data with Genetic Programming

scientific article published in 2009

Classifying and Counting Vehicles in Traffic Control Applications

Controlling Individuals Growth in Semantic Genetic Programming through Elitist Replacement

scientific article published on 27 December 2015

Crossover-Based Tree Distance in Genetic Programming

Definition of a crossover based distance for genetic algorithms

scholarly article published 2010

Dow Jones Index Return Forecasting: Semantics Based Genetic Programming with Local Search Optimizer

Electricity Demand Modelling with Genetic Programming

scientific article published in 2015

Emergent Spatial Patterns in Vegetable Population Dynamics: Towards Pattern Detection and Interpretation

article

Empirical modeling for colorimetric characterization of digital cameras

Energy Consumption Forecasting Using Semantic-Based Genetic Programming with Local Search Optimizer

scientific article published on 28 May 2015

Evolutionary Algorithms for Segment Optimization in Vectorial GP

scientific article published on 24 July 2023

Evolutionary Computation: A Brief Overview

Evolutionary Reaction Systems

scientific article published in 2012

Few-Shot Learning for Post-Earthquake Urban Damage Detection

scientific article published on 23 December 2021

Fitness landscapes and problem hardness in evolutionary computation

Fitness landscapes and problem hardness in genetic programming

Fitness-proportional negative slope coefficient as a hardness measure for genetic algorithms

scholarly article published 2007

Forecasting short-term electricity consumption using a semantics-based genetic programming framework: The South Italy case

scientific article published in January 2015

Full-Reference Image Quality Expression via Genetic Programming

scientific article published in January 2023

GP Generation of Pedestrian Behavioral Rules in an Evacuation Model Based on SCA

GeNet: A Graph-Based Genetic Programming Framework for the Reverse Engineering of Gene Regulatory Networks

article

Gene regulatory networks reconstruction from time series datasets using genetic programming: a comparison between tree-based and graph-based approaches

article

General Purpose Optimization Library (GPOL): A Flexible and Efficient Multi-Purpose Optimization Library in Python

scientific article published on 24 May 2021

Genetic Programming Representations for Multi-dimensional Feature Learning in Biomedical Classification

article

Genetic algorithm with variable neighborhood search for the optimal allocation of goods in shop shelves

scientific article published in July 2014

Genetic programming for QSAR investigation of docking energy

Genetic programming for anticancer therapeutic response prediction using the NCI-60 dataset

Genetic programming for computational pharmacokinetics in drug discovery and development

article

Genetic programming needs better benchmarks

scientific article published in 2012

Geometric Selective Harmony Search

scientific article published in September 2014

Geometric Semantic Genetic Programming with Local Search

scientific article published in 2015

Geometric semantic genetic programming for biomedical applications: A state of the art upgrade

scientific article published in June 2017

Guest editorial: special issue on parallel and distributed evolutionary algorithms, part two

How Far Is It from Here to There? A Distance That Is Coherent with GP Operators

Improving Maritime Awareness with Semantic Genetic Programming and Linear Scaling: Prediction of Vessels Position Based on AIS Data

scientific article published in 2015

Introduction: special issue on parallel and distributed evolutionary algorithms, part I

Land Cover/Land Use Multiclass Classification Using GP with Geometric Semantic Operators

Limitations of the fitness-proportional negative slope coefficient as a difficulty measure

Machine learning techniques to predict the effectiveness of music therapy: A randomized controlled trial

scientific article published on 29 October 2019

Measuring bloat, overfitting and functional complexity in genetic programming

scientific article published in 2010

Multi Objective Genetic Programming for Feature Construction in Classification Problems

scientific article published in 2011

Multi-objective genetic algorithm with variable neighbourhood search for the electoral redistricting problem

scientific article published in October 2017

Multi-optimization improves genetic programming generalization ability

Multiobjective Metaheuristic to Design RNA Sequences

scientific article published in February 2019

Multiobjective characteristic-based framework for very-large multiple sequence alignment

scientific article published in August 2018

NK Landscapes Difficulty and Negative Slope Coefficient: How Sampling Influences the Results

Negative Slope Coefficient and the Difficulty of Random 3-SAT Instances

article by Marco Tomassini et al published 2008 in Lecture Notes in Computer Science

Negative Slope Coefficient: A Measure to Characterize Genetic Programming Fitness Landscapes

Object detection for automatic cancer cell counting in zebrafish xenografts

scientific article published on 29 November 2021

On the use of genetic programming for the prediction of survival in cancer

scientific article published in 2010

Open issues in genetic programming

Operator equalisation for bloat free genetic programming and a survey of bloat control methods

Operator equalisation, bloat and overfitting

Optimization speed and fair sets of functions

Parameter evaluation of geometric semantic genetic programming in pharmacokinetics

Parameter tuning of evolutionary reactions systems

scientific article published in 2012

Polynomial modeling and optimization for colorimetric characterization of scanners

Predicting Burned Areas of Forest Fires: An Artificial Intelligence Approach

scientific article published in April 2015

Prediction of energy performance of residential buildings: A genetic programming approach

scientific article published in September 2015

Prediction of high performance concrete strength using Genetic Programming with geometric semantic genetic operators

scientific article published in December 2013

Prediction of relative position of CT slices using a computational intelligence system

scientific article published in September 2016

Prediction of ships' position by analysing AIS data: an artificial intelligence approach

scientific article published in 2017

Prediction of the Unified Parkinson’s Disease Rating Scale assessment using a genetic programming system with geometric semantic genetic operators

scientific article published in August 2014

Reconstructing Dynamic Target Functions by Means of Genetic Programming Using Variable Population Size

Reducing Alignment Time Complexity of Ultra-Large Sets of Sequences

scientific article published on 7 July 2017

Self-tuning geometric semantic Genetic Programming

scientific article published on 24 October 2015

Semantic Search-Based Genetic Programming and the Effect of Intron Deletion

scientific article published on 08 March 2013

Semantic genetic programming for fast and accurate data knowledge discovery

scientific article published in February 2016

Stock index return forecasting: semantics-based genetic programming with local search optimiser

scientific article published in 2017

The K landscapes

scientific article published in 2011

The effect of selection from old populations in genetic algorithms

scientific article published in 2011

The influence of population size in geometric semantic GP

scientific article published in February 2017

Theoretical results in genetic programming: the next ten years?

article

Towards the development of a complete GP system on an FPGA using geometric semantic operators

scientific article published in June 2017

Using Operator Equalisation for Prediction of Drug Toxicity with Genetic Programming

article

Using Rapid Chlorophyll Fluorescence Transients to Classify Vitis Genotypes

scientific article published on 01 February 2020

Using Subtree Crossover Distance to Investigate Genetic Programming Dynamics

article

Using artificial intelligence to overcome over-indebtedness and fight poverty

scientific article published on 19 October 2020

Using biological knowledge for multiple sequence aligner decision making

scientific article published in December 2017

Using crossover based similarity measure to improve genetic programming generalization ability

Variable size population for dynamic optimization with genetic programming

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