Mauro Castelli
Orcid: 0000-0002-8793-1451
According to our database1,
Mauro Castelli
authored at least 152 papers
between 2010 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
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Bibliography
2024
Geometric semantic genetic programming with normalized and standardized random programs.
Genet. Program. Evolvable Mach., June, 2024
2023
Genet. Program. Evolvable Mach., December, 2023
Commentary for the GPEM peer commentary special section on W. B. Langdon's "Jaws 30".
Genet. Program. Evolvable Mach., December, 2023
Genet. Program. Evolvable Mach., December, 2023
Neuroevolution with box mutation: An adaptive and modular framework for evolving deep neural networks.
Appl. Soft Comput., November, 2023
IEEE Trans. Image Process., 2023
Parametrizing GP Trees for Better Symbolic Regression Performance through Gradient Descent.
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023
A Self-Adaptive Approach to Exploit Topological Properties of Different GAs' Crossover Operators.
Proceedings of the Genetic Programming - 26th European Conference, 2023
2022
Remote. Sens., December, 2022
A novel binary classification approach based on geometric semantic genetic programming.
Swarm Evol. Comput., 2022
SoftwareX, 2022
Brain Tumor Diagnosis Using Machine Learning, Convolutional Neural Networks, Capsule Neural Networks and Vision Transformers, Applied to MRI: A Survey.
J. Imaging, 2022
J. Data Inf. Sci., 2022
Expert Syst. Appl., 2022
Combining Genetic Programming and Particle Swarm Optimization to Simplify Rugged Landscapes Exploration.
CoRR, 2022
The Effect of Multi-Generational Selection in Geometric Semantic Genetic Programming.
CoRR, 2022
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, USA, July 9, 2022
Proceedings of the Genetic Programming - 25th European Conference, 2022
2021
Comparing Stacking Ensemble Techniques to Improve Musculoskeletal Fracture Image Classification.
J. Imaging, 2021
Improving convolutional neural networks performance for image classification using test time augmentation: a case study using MURA dataset.
Health Inf. Sci. Syst., 2021
Soft target and functional complexity reduction: A hybrid regularization method for genetic programming.
Expert Syst. Appl., 2021
A machine learning approximation of the 2015 Portuguese high school student grades: A hybrid approach.
Educ. Inf. Technol., 2021
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021
2020
IEEE Trans. Evol. Comput., 2020
Remote. Sens., 2020
Musculoskeletal Images Classification for Detection of Fractures Using Transfer Learning.
J. Imaging, 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
Machine learning techniques to predict the effectiveness of music therapy: A randomized controlled trial.
Comput. Methods Programs Biomed., 2020
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 24th International Conference KES-2020, 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
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
Theor. Comput. Sci., 2019
Swarm Evol. Comput., 2019
Swarm Evol. Comput., 2019
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
Proceedings of the 11th International Joint Conference on Computational Intelligence, 2019
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
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
Proceedings of the Applications of Evolutionary Computation, 2019
Proceedings of the Progress in Artificial Intelligence, 2019
2018
IEEE Trans. Cybern., 2018
Swarm Evol. Comput., 2018
J. Comput. Biol., 2018
Improving eQTL Analysis Using a Machine Learning Approach for Data Integration: A Logistic Model Tree Solution.
J. Comput. Biol., 2018
Inf. Syst. Frontiers, 2018
Genet. Program. Evolvable Mach., 2018
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
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
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
Predicting per capita violent crimes in urban areas: an artificial intelligence approach.
J. Ambient Intell. Humaniz. Comput., 2017
Inf. Syst. Frontiers, 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
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
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
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
Theor. Comput. Sci., 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
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
Proceedings of the 24th Euromicro International Conference on Parallel, 2016
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
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
Proceedings of the Evolutionary and Biologically Inspired Music, Sound, Art and Design, 2016
2015
J. Discrete Algorithms, 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 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
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
2013
A hybrid genetic algorithm for the repetition free longest common subsequence problem.
Oper. Res. Lett., 2013
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
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
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
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 Genetic Programming - 14th European Conference, 2011
Proceedings of the Progress in Artificial Intelligence, 2011
2010
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