Héctor D. Menéndez

Orcid: 0000-0002-6314-3725

Affiliations:
  • Middlesex University London, United Kingdom


According to our database1, Héctor D. Menéndez authored at least 58 papers between 2011 and 2023.

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

Timeline

Legend:

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Online presence:

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Bibliography

2023
MACAIF: Machine Learning Auditing for Clinical AI Fairness.
Proceedings of the First International Symposium on Trustworthy Autonomous Systems, 2023

Stay Stress-Free with Complete Confidence: Trustworthiness of Autonomous Stress Detection Systems for Smart Devices.
Proceedings of the First International Symposium on Trustworthy Autonomous Systems, 2023

SearchGEM5: Towards Reliable Gem5 with Search Based Software Testing and Large Language Models.
Proceedings of the Search-Based Software Engineering - 15th International Symposium, 2023

StableYolo: Optimizing Image Generation for Large Language Models.
Proceedings of the Search-Based Software Engineering - 15th International Symposium, 2023

June: A Type Testability Transformation for Improved ATG Performance.
Proceedings of the 32nd ACM SIGSOFT International Symposium on Software Testing and Analysis, 2023

Dynamic Output State Classification for Quantum Computers.
Proceedings of the 4th IEEE/ACM International Workshop on Quantum Software Engineering, 2023

2022
Hashing Fuzzing: Introducing Input Diversity to Improve Crash Detection.
IEEE Trans. Software Eng., 2022

Output Sampling for Output Diversity in Automatic Unit Test Generation.
IEEE Trans. Software Eng., 2022

ObfSec: Measuring the security of obfuscations from a testing perspective.
Expert Syst. Appl., 2022

Measuring Machine Learning Robustness in front of Static and Dynamic Adversaries.
Proceedings of the 34th IEEE International Conference on Tools with Artificial Intelligence, 2022

Ant colony optimization for software engineers.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

2021
Diversifying Focused Testing for Unit Testing.
ACM Trans. Softw. Eng. Methodol., 2021

Designing large quantum key distribution networks via medoid-based algorithms.
Future Gener. Comput. Syst., 2021

Getting Ahead of the Arms Race: Hothousing the Coevolution of VirusTotal with a Packer.
Entropy, 2021

2020
Detecting Malware with Information Complexity.
Entropy, 2020

Ant Colony Optimization for Object-Oriented Unit Test Generation.
Proceedings of the Swarm Intelligence - 12th International Conference, 2020

2019
The arms race: Adversarial search defeats entropy used to detect malware.
Expert Syst. Appl., 2019

Mimicking Anti-Viruses with Machine Learning and Entropy Profiles.
Entropy, 2019

Dorylus: An Ant Colony Based Tool for Automated Test Case Generation.
Proceedings of the Search-Based Software Engineering - 11th International Symposium, 2019

VARMOG: A Co-Evolutionary Algorithm to Identify Manifolds on Large Data.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

2018
Picking on the family: Disrupting android malware triage by forcing misclassification.
Expert Syst. Appl., 2018

2017
MOCDroid: multi-objective evolutionary classifier for Android malware detection.
Soft Comput., 2017

A study on performance metrics and clustering methods for analyzing behavior in UAV operations.
J. Intell. Fuzzy Syst., 2017

Extending the SACOC algorithm through the Nyström method for dense manifold data analysis.
Int. J. Bio Inspired Comput., 2017

Analysing temporal performance profiles of UAV operators using time series clustering.
Expert Syst. Appl., 2017

2016
Medoid-based clustering using ant colony optimization.
Swarm Intell., 2016

Automatic profile generation for UAV operators using a simulation-based training environment.
Prog. Artif. Intell., 2016

ITect: Scalable Information Theoretic Similarity for Malware Detection.
CoRR, 2016

ADROIT: Android malware detection using meta-information.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

String-based Malware Detection for Android Environments.
Proceedings of the Intelligent Distributed Computing X - Proceedings of the 10th International Symposium on Intelligent Distributed Computing, 2016

Genetic boosting classification for malware detection.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

Studying the Influence of Static API Calls for Hiding Malware.
Proceedings of the Advances in Artificial Intelligence, 2016

2015
Using Twitter to engage with customers: a data mining approach.
Internet Res., 2015

A tutorial on manifold clustering using genetic algorithms.
Proceedings of the International Symposium on Innovations in Intelligent SysTems and Applications, 2015

User Profile Analysis for UAV Operators in a Simulation Environment.
Proceedings of the Computational Collective Intelligence - 7th International Conference, 2015

MOGCLA: A Multi-Objective Genetic Clustering Algorithm for Large Data Analysis.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Design and development of a lightweight multi-UAV simulator.
Proceedings of the 2nd IEEE International Conference on Cybernetics, 2015

GANY: A genetic spectral-based Clustering algorithm for Large Data Analysis.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015

Analyzing Planning and Monitoring Skills of Users in a Multi-UAV Simulation Environment.
Proceedings of the Advances in Artificial Intelligence, 2015

2014
A Genetic Graph-Based Approach for Partitional Clustering.
Int. J. Neural Syst., 2014

A Multi-Objective Graph-based Genetic Algorithm for image segmentation.
Proceedings of the 2014 IEEE International Symposium on Innovations in Intelligent Systems and Applications, 2014

TweetSemMiner: A Meta-Topic Identification Model for Twitter Using Semantic Analysis.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2014, 2014

Mixed Clustering Methods to Forecast Baseball Trends.
Proceedings of the Intelligent Distributed Computing VIII, 2014

SACOC: A Spectral-Based ACO Clustering Algorithm.
Proceedings of the Intelligent Distributed Computing VIII, 2014

Combining Time Series and Clustering to Extract Gamer Profile Evolution.
Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2014

Combinando series temporales y clustering para extraer perfiles evolutivos de jugadores.
Proceedings of the Proceedings 1st Congreso de la Sociedad Española para las Ciencias del Videojuego, 2014

Combining graph connectivity and genetic clustering to improve biomedical summarization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

A Co-Evolutionary Multi-Objective approach for a K-adaptive graph-based clustering algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

MACOC: A Medoid-Based ACO Clustering Algorithm.
Proceedings of the Swarm Intelligence - 9th International Conference, 2014

2013
Extracting behavioural models from 2010 FIFA world cup.
J. Syst. Sci. Complex., 2013

A genetic graph-based clustering approach to biomedical summarization.
Proceedings of the 3rd International Conference on Web Intelligence, Mining and Semantics, 2013

Extracting Collective Trends from Twitter Using Social-Based Data Mining.
Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2013

A Multi-Objective Genetic Graph-Based Clustering algorithm with memory optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012
Adaptive k-Means Algorithm for Overlapped Graph Clustering.
Int. J. Neural Syst., 2012

Features selection from high-dimensional web data using clustering analysis.
Proceedings of the 2nd International Conference on Web Intelligence, Mining and Semantics, 2012

A Genetic Graph-Based Clustering Algorithm.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2012, 2012

2011
Using the Clustering Coefficient to Guide a Genetic-Based Communities Finding Algorithm.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2011, 2011

Predicting Performance in Team Games - The Automatic Coach.
Proceedings of the ICAART 2011 - Proceedings of the 3rd International Conference on Agents and Artificial Intelligence, Volume 1, 2011


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