Mauro Castelli

According to our database1, Mauro Castelli authored at least 125 papers between 2010 and 2020.

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

Timeline

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Bibliography

2020
Specializing Context-Free Grammars With a (1 + 1)-EA.
IEEE Trans. Evol. Comput., 2020

Weighted Hierarchical Grammatical Evolution.
IEEE Trans. Cybern., 2020

Remote Estimation of Target Height from Unmanned Aerial Vehicle (UAV) Images.
Remote. Sens., 2020

Comparative Study of First Order Optimizers for Image Classification Using Convolutional Neural Networks on Histopathology Images.
J. Imaging, 2020

The effect of batch size on the generalizability of the convolutional neural networks on a histopathology dataset.
ICT Express, 2020

Genetic programming in the twenty-first century: a bibliometric and content-based analysis from both sides of the fence.
Genet. Program. Evolvable Mach., 2020

Computational Intelligence for Life Sciences.
Fundam. Informaticae, 2020

Predicting Days on Market to Optimize Real Estate Sales Strategy.
Complex., 2020

A Machine Learning Approach to Predict Air Quality in California.
Complex., 2020

Machine learning techniques to predict the effectiveness of music therapy: A randomized controlled trial.
Comput. Methods Programs Biomed., 2020

Forecasting Electricity Prices: A Machine Learning Approach.
Algorithms, 2020

Genetic Algorithms for Finding Episodes in Temporal Networks.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 24th International Conference KES-2020, 2020

Towards an evolutionary-based approach for natural language processing.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

A Greedy Iterative Layered Framework for Training Feed Forward Neural Networks.
Proceedings of the Applications of Evolutionary Computation - 23rd European Conference, 2020

Is k Nearest Neighbours Regression Better Than GP?
Proceedings of the Genetic Programming - 23rd European Conference, 2020

2019
Delta Rule and Backpropagation.
Proceedings of the Encyclopedia of Bioinformatics and Computational Biology - Volume 1, 2019

Multilayer Perceptrons.
Proceedings of the Encyclopedia of Bioinformatics and Computational Biology - Volume 1, 2019

Supervised Learning: Classification.
Proceedings of the Encyclopedia of Bioinformatics and Computational Biology - Volume 1, 2019

Multiobjective Metaheuristic to Design RNA Sequences.
IEEE Trans. Evol. Comput., 2019

Comparing incomplete sequences via longest common subsequence.
Theor. Comput. Sci., 2019

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

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

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

GSGP-C++ 2.0: A geometric semantic genetic programming framework.
SoftwareX, 2019

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

Analysis of the proficiency of fully connected neural networks in the process of classifying digital images. Benchmark of different classification algorithms on high-level image features from convolutional layers.
Expert Syst. Appl., 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

Comparing Deep and Machine Learning Approaches in Bioinformatics: A miRNA-Target Prediction Case Study.
Proceedings of the Computational Science - ICCS 2019, 2019

Top k 2-Clubs in a Network: A Genetic Algorithm.
Proceedings of the Computational Science - ICCS 2019, 2019

Explorations of the Semantic Learning Machine Neuroevolution Algorithm: Dynamic Training Data Use, Ensemble Construction Methods, and Deep Learning Perspectives.
Proceedings of the Genetic Programming Theory and Practice XVII [GPTP 2019, 2019

Semantic learning machine improves the CNN-Based detection of prostate cancer in non-contrast-enhanced MRI.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Enhancing classification performance of convolutional neural networks for prostate cancer detection on magnetic resonance images: a study with the semantic learning machine.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

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

Extending Local Search in Geometric Semantic Genetic Programming.
Proceedings of the Progress in Artificial Intelligence, 2019

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

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

A Parallel Multiobjective Metaheuristic for Multiple Sequence Alignment.
J. Comput. Biol., 2018

Improving eQTL Analysis Using a Machine Learning Approach for Data Integration: A Logistic Model Tree Solution.
J. Comput. Biol., 2018

The impact of big data analytics on firms' high value business performance.
Inf. Syst. Frontiers, 2018

Unveiling evolutionary algorithm representation with DU maps.
Genet. Program. Evolvable Mach., 2018

An artificial intelligence system for predicting customer default in e-commerce.
Expert Syst. Appl., 2018

Editorial of the Special Issue of the 10th Workshop on Biomedical and Bioinformatics Challenges for Computer Science - BBC 2017.
Comput., 2018

Learning the Structure of Bayesian Networks: A Quantitative Assessment of the Effect of Different Algorithmic Schemes.
Complex., 2018

A Scalable Genetic Programming Approach to Integrate miRNA-Target Predictions: Comparing Different Parallel Implementations of M3GP.
Complex., 2018

Multiobjective characteristic-based framework for very-large multiple sequence alignment.
Appl. Soft Comput., 2018

Special Issue on Computational Intelligence and Nature-Inspired Algorithms for Real-World Data Analytics and Pattern Recognition.
Algorithms, 2018

EDDA-V2 - An Improvement of the Evolutionary Demes Despeciation Algorithm.
Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018

Neuroevolution under unimodal error landscapes: an exploration of the semantic learning machine algorithm.
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.
J. Comput. Biol., 2017

Predicting per capita violent crimes in urban areas: an artificial intelligence approach.
J. Ambient Intell. Humaniz. Comput., 2017

An evolutionary system for ozone concentration forecasting.
Inf. Syst. Frontiers, 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.
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

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

A quantitative assessment of the effect of different algorithmic schemes to the task of learning the structure of Bayesian Networks.
CoRR, 2017

Automatic modeling of a gas turbine using genetic programming: An experimental study.
Appl. Soft Comput., 2017

10<sup>th</sup> Workshop on Biomedical and Bioinformatics Challenges for Computer Science - BBC2017.
Proceedings of the International Conference on Computational Science, 2017

PSXO: population-wide semantic crossover.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Unsure when to stop?: ask your semantic neighbors.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

The Longest Filled Common Subsequence Problem.
Proceedings of the 28th Annual Symposium on Combinatorial Pattern Matching, 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
Corrigendum to "Parameterized tractability of the maximum-duo preservation string mapping problem" [Theoret. Comput. Sci. 646(2016) 16-25].
Theor. Comput. Sci., 2016

Parameterized tractability of the maximum-duo preservation string mapping problem.
Theor. Comput. Sci., 2016

Semantic genetic programming for fast and accurate data knowledge discovery.
Swarm Evol. Comput., 2016

Parameter evaluation of geometric semantic genetic programming in pharmacokinetics.
Int. J. Bio Inspired Comput., 2016

Self-tuning geometric semantic Genetic Programming.
Genet. Program. Evolvable Mach., 2016

Controlling Individuals Growth in Semantic Genetic Programming through Elitist Replacement.
Comput. Intell. Neurosci., 2016

An Artificial Intelligence System to Predict Quality of Service in Banking Organizations.
Comput. Intell. Neurosci., 2016

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

A Machine Learning Approach for the Integration of miRNA-Target Predictions.
Proceedings of the 24th Euromicro International Conference on Parallel, 2016

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

Combining Bayesian Approaches and Evolutionary Techniques for the Inference of Breast Cancer Networks.
Proceedings of the 8th International Joint Conference on Computational Intelligence, 2016

9<sup>th</sup> Workshop on Biomedical and Bioinformatics Challenges for Computer Science - BBC2016.
Proceedings of the International Conference on Computational Science 2016, 2016

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

Arbitrarily Close Alignments in the Error Space: A Geometric Semantic Genetic Programming Approach.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016

A Comparison Between Representations for Evolving Images.
Proceedings of the Evolutionary and Biologically Inspired Music, Sound, Art and Design, 2016

2015
Correcting gene tree by removal and modification: Tractability and approximability.
J. Discrete Algorithms, 2015

A geometric semantic genetic programming system for the electoral redistricting problem.
Neurocomputing, 2015

A C++ framework for geometric semantic genetic programming.
Genet. Program. Evolvable Mach., 2015

Energy Consumption Forecasting Using Semantic-Based Genetic Programming with Local Search Optimizer.
Comput. Intell. Neurosci., 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. 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

Geometric Selective Harmony Search.
Inf. Sci., 2014

A survey of semantic methods in genetic programming.
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

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

2013
A hybrid genetic algorithm for the repetition free longest common subsequence problem.
Oper. Res. Lett., 2013

Better GP benchmarks: community survey results and proposals.
Genet. Program. Evolvable Mach., 2013

A new genetic programming framework based on reaction systems.
Genet. Program. Evolvable Mach., 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 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

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

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 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

2010
Measuring bloat, overfitting and functional complexity in genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 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


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