Alberto Paolo Tonda

Orcid: 0000-0001-5895-4809

Affiliations:
  • INRA Centre de Versailles-Grignon, France
  • Polytechnic University of Turin, Italy (PhD 2011)


According to our database1, Alberto Paolo Tonda authored at least 103 papers between 2008 and 2024.

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Bibliography

2024
Methodology for biomarker discovery with reproducibility in microbiome data using machine learning.
BMC Bioinform., December, 2024

2023
Veni, Vidi, Evolvi commentary on W. B. Langdon's "Jaws 30".
Genet. Program. Evolvable Mach., December, 2023

Categorical Foundations of Explainable AI: A Unifying Formalism of Structures and Semantics.
CoRR, 2023

Bayesian Optimization for the Inverse Problem in Electrocardiography.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023

Interpretable Neural-Symbolic Concept Reasoning.
Proceedings of the 17th International Workshop on Neural-Symbolic Learning and Reasoning, 2023

Towards Evolutionary Control Laws for Viability Problems.
Proceedings of the Genetic and Evolutionary Computation Conference, 2023

Multi-objective Evolutionary Discretization of Gene Expression Profiles: Application to COVID-19 Severity Prediction.
Proceedings of the Applications of Evolutionary Computation - 26th European Conference, 2023

MAP-Elites with Cosine-Similarity for Evolutionary Ensemble Learning.
Proceedings of the Genetic Programming - 26th European Conference, 2023

2022
A virtual sensor for backlash in robotic manipulators.
J. Intell. Manuf., 2022

Looking for archetypes: Applying game data mining to hearthstone decks.
Entertain. Comput., 2022

Direct Comparative Analysis of Nature-inspired Optimization Algorithms on Community Detection Problem in Social Networks.
CoRR, 2022

A decision-support system to predict grape berry quality and wine potential for a Chenin vineyard.
Comput. Electron. Agric., 2022

An evolutionary approach to the discretization of gene expression profiles to predict the severity of COVID-19.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

Towards multi-objective optimization of sustainable insect production chains.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

Fine-Grained Cooperative Coevolution in a Single Population: Between Evolution and Swarm Intelligence.
Proceedings of the Artificial Evolution, 2022

Computational Intelligence Techniques for Food and Health Sciences.
, 2022

2021
An evolutionary framework for maximizing influence propagation in social networks.
Softw. Impacts, 2021

Predictable Features Elimination: An Unsupervised Approach to Feature Selection.
Proceedings of the Machine Learning, Optimization, and Data Science, 2021

Design of specific primer sets for SARS-CoV-2 variants using evolutionary algorithms.
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

Modelling Asthma Patients' Responsiveness to Treatment Using Feature Selection and Evolutionary Computation.
Proceedings of the Applications of Evolutionary Computation, 2021

Exploiting Artificial Swarms for the Virtual Measurement of Backlash in Industrial Robots.
Proceedings of the IEEE Congress on Evolutionary Computation, 2021

2020
Understanding Cancer Phenomenon at Gene Expression Level by using a Shallow Neural Network Chain.
Proceedings of the Neural Approaches to Dynamics of Signal Exchanges, 2020

Optimizing Hearthstone agents using an evolutionary algorithm.
Knowl. Based Syst., 2020

Inspyred: Bio-inspired algorithms in Python.
Genet. Program. Evolvable Mach., 2020

Modeling Generalization in Machine Learning: A Methodological and Computational Study.
CoRR, 2020

Uncovering Coresets for Classification With Multi-Objective Evolutionary Algorithms.
CoRR, 2020

Two complementary methods for the computational modeling of cleaning processes in food industry.
Comput. Chem. Eng., 2020

Evolutionary algorithms and machine learning: Synergies, Challenges and Opportunities.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

Batch correction of genomic data in chronic fatigue syndrome using CMA-ES.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

2019
Automatic discovery of 100-miRNA signature for cancer classification using ensemble feature selection.
BMC Bioinform., 2019

Virtual Measurement of the Backlash Gap in Industrial Manipulators.
Proceedings of the Swarm, Evolutionary, and Memetic Computing and Fuzzy and Neural Computing, 2019

Evolutionary discovery of coresets for classification.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Beyond coreset discovery: evolutionary archetypes.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Fundamental Flowers: Evolutionary Discovery of Coresets for Classification.
Proceedings of the Applications of Evolutionary Computation, 2019

A Novel Outlook on Feature Selection as a Multi-objective Problem.
Proceedings of the Artificial Evolution, 2019

2018
Interactive Machine Learning for Applications in Food Science.
Proceedings of the Human and Machine Learning, 2018

Automated playtesting in collectible card games using evolutionary algorithms: A case study in hearthstone.
Knowl. Based Syst., 2018

VALIS: an evolutionary classification algorithm.
Genet. Program. Evolvable Mach., 2018

Evolutionary optimization of convolutional neural networks for cancer miRNA biomarkers classification.
Appl. Soft Comput., 2018

Countering Android Malware: A Scalable Semi-Supervised Approach for Family-Signature Generation.
IEEE Access, 2018


Promoting diversity in evolutionary optimization: why and how.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

Evaluating surrogate models for multi-objective influence maximization in social networks.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

Improving Multi-objective Evolutionary Influence Maximization in Social Networks.
Proceedings of the Applications of Evolutionary Computation, 2018

2017
(Over-)Realism in evolutionary computation: Commentary on "On the Mapping of Genotype to Phenotype in Evolutionary Algorithms" by Peter A. Whigham, Grant Dick, and James Maclaurin.
Genet. Program. Evolvable Mach., 2017

Discovering Hierarchical Neural Archetype Sets.
Proceedings of the Advances in Intelligent Information Hiding and Multimedia Signal Processing, 2017

Interactive evolutionary modelling of living complex food systems: freeze-drying of lactic acid bacteria.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Multi-objective Evolutionary Algorithms for Influence Maximization in Social Networks.
Proceedings of the Applications of Evolutionary Computation - 20th European Conference, 2017

LIDeOGraM: An Interactive Evolutionary Modelling Tool.
Proceedings of the Artificial Evolution, 2017

2016
Exploiting Evolutionary Modeling to Prevail in Iterated Prisoner's Dilemma Tournaments.
IEEE Trans. Comput. Intell. AI Games, 2016

The Uncertainty Quandary: A Study in the Context of the Evolutionary Optimization in Games and Other Uncertain Environments.
Trans. Comput. Collect. Intell., 2016

Divergence of character and premature convergence: A survey of methodologies for promoting diversity in evolutionary optimization.
Inf. Sci., 2016

Anatomy of a portfolio optimizer under a limited budget constraint.
Evol. Intell., 2016

Optimizing groups of colluding strong attackers in mobile urban communication networks with evolutionary algorithms.
Appl. Soft Comput., 2016

A General-Purpose Framework for Genetic Improvement.
Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016


Promoting Diversity in Evolutionary Algorithms: an Updated Bibliography.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016

MPDEA 2016 Chairs' Welcome & Organization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016

Challenging Anti-virus Through Evolutionary Malware Obfuscation.
Proceedings of the Applications of Evolutionary Computation - 19th European Conference, 2016

Portfolio Optimization, a Decision-Support Methodology for Small Budgets.
Proceedings of the Applications of Evolutionary Computation - 19th European Conference, 2016

Evolutionary deckbuilding in hearthstone.
Proceedings of the IEEE Conference on Computational Intelligence and Games, 2016

2015
Malware Obfuscation through Evolutionary Packers.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Is Global Sensitivity Analysis Useful to Evolutionary Computation?
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Operator Selection using Improved Dynamic Multi-Armed Bandit.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Black Holes and Revelations: Using Evolutionary Algorithms to Uncover Vulnerabilities in Disruption-Tolerant Networks.
Proceedings of the Applications of Evolutionary Computation - 18th European Conference, 2015

Towards automatic StarCraft strategy generation using genetic programming.
Proceedings of the 2015 IEEE Conference on Computational Intelligence and Games, 2015

How to Mislead an Evolutionary Algorithm Using Global Sensitivity Analysis.
Proceedings of the Artificial Evolution, 2015

2014
The impact of topology on energy consumption for collection tree protocols: An experimental assessment through evolutionary computation.
Appl. Soft Comput., 2014

Towards automated malware creation: code generation and code integration.
Proceedings of the Symposium on Applied Computing, 2014

Universal information distance for genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014

The tradeoffs between data delivery ratio and energy costs in wireless sensor networks: a multi-objectiveevolutionary framework for protocol analysis.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Learning Dynamical Systems Using Standard Symbolic Regression.
Proceedings of the Genetic Programming - 17th European Conference, 2014

TURAN: Evolving non-deterministic players for the iterated prisoner's dilemma.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

2013
Evolutionary optimization of wetlands design.
Proceedings of the 28th Annual ACM Symposium on Applied Computing, 2013

An efficient distance metric for linear genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

A Memetic Approach to Bayesian Network Structure Learning.
Proceedings of the Applications of Evolutionary Computation - 16th European Conference, 2013

An Evolutionary Approach to Wetlands Design.
Proceedings of the Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics, 2013

An Evolutionary Framework for Routing Protocol Analysis in Wireless Sensor Networks.
Proceedings of the Applications of Evolutionary Computation - 16th European Conference, 2013

Balancing User Interaction and Control in BNSL.
Proceedings of the Artificial Evolution, 2013

2012
Industrial Applications of Evolutionary Algorithms
Intelligent Systems Reference Library 34, Springer, ISBN: 978-3-642-27466-4, 2012

A benchmark for cooperative coevolution.
Memetic Comput., 2012

Software-Based Testing for System Peripherals.
J. Electron. Test., 2012

Automatic Generation of On-Line Test Programs through a Cooperation Scheme.
Proceedings of the 13th International Workshop on Microprocessor Test and Verification, 2012

Bayesian Network Structure Learning from Limited Datasets through Graph Evolution.
Proceedings of the Genetic Programming - 15th European Conference, 2012

2011
Study and development of new evolutionary algorithms applied to industrial applications.
PhD thesis, 2011

Increasing pattern recognition accuracy for chemical sensing by evolutionary based drift compensation.
Pattern Recognit. Lett., 2011

Functional Verification of DMA Controllers.
J. Electron. Test., 2011

Post-silicon failing-test generation through evolutionary computation.
Proceedings of the IEEE/IFIP 19th International Conference on VLSI and System-on-Chip, 2011

On the Functional Test of Branch Prediction Units Based on the Branch History Table Architecture.
Proceedings of the VLSI-SoC: Advanced Research for Systems on Chip, 2011

On the functional test of Branch Prediction Units based on Branch History Table.
Proceedings of the IEEE/IFIP 19th International Conference on VLSI and System-on-Chip, 2011

Lamps: A Test Problem for Cooperative Coevolution.
Proceedings of the Nature Inspired Cooperative Strategies for Optimization, 2011

Automatic Generation of Software-based Functional Failing Test for Speed Debug and On-silicon Timing Verification.
Proceedings of the 12th International Workshop on Microprocessor Test and Verification, 2011

Functional test generation for the pLRU replacement mechanism of embedded cache memories.
Proceedings of the 12th Latin American Test Workshop, 2011

Evolutionary failing-test generation for modern microprocessors.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Evolution of Test Programs Exploiting a FSM Processor Model.
Proceedings of the Applications of Evolutionary Computation, 2011

Group evolution: Emerging synergy through a coordinated effort.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011

2010
A Framework for Automated Detection of Power-related Software Errors in Industrial Verification Processes.
J. Electron. Test., 2010

Towards drift correction in chemical sensors using an evolutionary strategy.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010

Evolving Individual Behavior in a Multi-agent Traffic Simulator.
Proceedings of the Applications of Evolutionary Computation, 2010

Exploiting Evolution for an Adaptive Drift-Robust Classifier in Chemical Sensing.
Proceedings of the Applications of Evolutionary Computation, 2010

2009
Automatic detection of software defects: an industrial experience.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009

On the Generation of Functional Test Programs for the Cache Replacement Logic.
Proceedings of the Eighteentgh Asian Test Symposium, 2009

2008
A novel methodology for diversity preservation in evolutionary algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008


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