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List of works by Mauro Castelli

10 th Workshop on Biomedical and Bioinformatics Challenges for Computer Science – BBC2017

scientific article published in 2017

9 th Workshop on Biomedical and Bioinformatics Challenges for Computer Science – BBC2016

scientific article published in 2016

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 Comparison Between Representations for Evolving Images

scientific article published in 2016

A Machine Learning Approach for the Integration of miRNA-Target Predictions

scientific article published in February 2016

A Method to Reuse Old Populations in Genetic Algorithms

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 Scalable Genetic Programming Approach to Integrate miRNA-Target Predictions: Comparing Different Parallel Implementations of M3GP

scientific article published on 4 July 2018

A comparison of the generalization ability of different genetic programming frameworks

scientific article published in July 2010

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 survey of semantic methods in genetic programming

scientific article published on 16 January 2014

An Artificial Intelligence System to Predict Quality of Service in Banking Organizations.

scientific article published on 22 May 2016

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

scientific article published in 2013

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

scientific article published in 2013

An evolutionary system for exploitation of fractured geothermal reservoirs

scientific article published on 31 March 2016

An evolutionary system for ozone concentration forecasting

scientific article published on 21 September 2016

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

Arbitrarily Close Alignments in the Error Space

scientific article published in 2016

Artificial Intelligence for Impact Assessment of Administrative Burdens

scientific article published in February 2024

Automatic design of interpretable control laws through parametrized Genetic Programming with adjoint state method gradient evaluation

scientific article published in July 2024

Automatic modeling of a gas turbine using genetic programming: An experimental study

scientific article published in January 2017

Better GP benchmarks: community survey results and proposals

scientific article published on 18 December 2012

Brain Tumor Diagnosis Using Machine Learning, Convolutional Neural Networks, Capsule Neural Networks and Vision Transformers, Applied to MRI: A Survey

scientific article published in 2022

Classification of Oncologic Data with Genetic Programming

scientific article published in 2009

Controlling Individuals Growth in Semantic Genetic Programming through Elitist Replacement

scientific article published on 27 December 2015

Correcting gene tree by removal and modification: Tractability and approximability

scientific article published in July 2015

Corrections to “Semantic Search Based Genetic Programming and the Effect of Introns Deletion” [Jan 14 103-113]

scientific article published in April 2014

Corrigendum to “Parameterized tractability of the maximum-duo preservation string mapping problem” [Theoret. Comput. Sci. 646 (2016) 16–25]

scientific article published in November 2016

Editorial of the Special Issue of the 10th Workshop on Biomedical and Bioinformatics Challenges for Computer Science—BBC 2017

scientific article published on 26 February 2018

Electricity Demand Modelling with Genetic Programming

scientific article published in 2015

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

scientific article published on 28 May 2015

Estimation of Human Body Height Using Consumer-Level UAVs

scientific article published on 6 December 2022

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

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

scientific article published on 24 May 2021

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

scientific article published in July 2014

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

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

scientific article published in 2015

Improving eQTL Analysis Using a Machine Learning Approach for Data Integration: A Logistic Model Tree Solution

scientific article published on 27 July 2018

Learning the Structure of Bayesian Networks: A Quantitative Assessment of the Effect of Different Algorithmic Schemes

scientific article published on 12 September 2018

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

Method for Estimating Targets’ Dimensions Using Aerial Surveillance Cameras

scientific article published in December 2023

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

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

Object detection for automatic cancer cell counting in zebrafish xenografts

scientific article published on 29 November 2021

Parameterized tractability of the maximum-duo preservation string mapping problem

scientific article published in September 2016

Parametrizing GP Trees for Better Symbolic Regression Performance through Gradient Descent.

scientific article published on 24 July 2023

Predicting Burned Areas of Forest Fires: An Artificial Intelligence Approach

scientific article published in April 2015

Predicting Survival in Patients with Brain Tumors: Current State-of-the-Art of AI Methods Applied to MRI

scientific article published in 2022

Predicting per capita violent crimes in urban areas: an artificial intelligence approach

scientific article published on 11 December 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

Reducing Alignment Time Complexity of Ultra-Large Sets of Sequences

scientific article published on 7 July 2017

Remote Estimation of Target Height from Unmanned Aerial Vehicle (UAV) Images

scientific article published on 2 November 2020

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

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

scientific article published on 28 February 2018

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 impact of big data analytics on firms’ high value business performance

scientific article published on 28 October 2016

The influence of population size in geometric semantic GP

scientific article published in February 2017

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

scientific article published in June 2017

Unsure when to stop?

scientific article published in 2017

Using biological knowledge for multiple sequence aligner decision making

scientific article published in December 2017

Visual-Inertial Method for Localizing Aerial Vehicles in GNSS-Denied Environments

scientific article published on 17 October 2024

Weighted Hierarchical Grammatical Evolution

scientific article published in 2018

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