Alejandro Martín

Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2023

2022

Recent advances on effective and efficient deep learning-based solutions.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2022

FacTeR-Check: Semi-automated fact-checking through semantic similarity and natural language inference.

[BibT_eX]

[DOI]

Guillermo Villar-Rodríguez

Knowl. Based Syst., 2022

Fusing CNNs and statistical indicators to improve image classification.

[BibT_eX]

[DOI]

Inf. Fusion, 2022

SILT: Efficient transformer training for inter-lingual inference.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2022

PART: Pre-trained Authorship Representation Transformer.

[BibT_eX]

[DOI]

CoRR, 2022

BERTuit: Understanding Spanish language in Twitter through a native transformer.

[BibT_eX]

[DOI]

CoRR, 2022

Android Malware Detection Through a Pre-trained Model for Code Understanding.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Ubiquitous Computing & Ambient Intelligence, 2022

AIDA-UPM at SemEval-2022 Task 5: Exploring Multimodal Late Information Fusion for Multimedia Automatic Misogyny Identification.

[BibT_eX]

[DOI]

Guillermo Villar-Rodríguez

Helena Liz

Proceedings of the 16th International Workshop on Semantic Evaluation, SemEval@NAACL 2022, 2022

Generating Authorship Embeddings with Transformers.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2022

Detection of False Information in Spanish Using Machine Learning Techniques.

[BibT_eX]

[DOI]

Arsenii Tretiakov

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2022, 2022

2021

SML: a new Semantic Embedding Alignment Transformer for efficient cross-lingual Natural Language Inference.

[BibT_eX]

[DOI]

CoRR, 2021

Countering Misinformation Through Semantic-Aware Multilingual Models.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2021, 2021

Profiling Hate Speech Spreaders on Twitter: Transformers and mixed pooling.

[BibT_eX]

[DOI]

Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to, 2021

CIVIC-UPM at CheckThat! 2021: Integration of Transformers in Misinformation Detection and Topic Classification.

[BibT_eX]

[DOI]

Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to, 2021

2020

Evolving the Architecture and Hyperparameters of DNNs for Malware Detection.

[BibT_eX]

[DOI]

Proceedings of the Deep Neural Evolution - Deep Learning with Evolutionary Computation, 2020

A Framework for User Adaptation and Profiling for Social Robotics in Rehabilitation.

[BibT_eX]

[DOI]

Cristina Suarez-Mejias

Sensors, 2020

Fusion of CNNs and statistical indicators to improve image classification.

[BibT_eX]

[DOI]

CoRR, 2020

Optimising Convolutional Neural Networks using a Hybrid Statistically-driven Coral Reef Optimisation algorithm.

[BibT_eX]

[DOI]

Víctor Manuel Vargas

Pedro Antonio Gutiérrez

César Hervás-Martínez

Appl. Soft Comput., 2020

Cloud Type Identification Using Data Fusion and Ensemble Learning.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2020, 2020

Statistically-driven Coral Reef metaheuristic for automatic hyperparameter setting and architecture design of Convolutional Neural Networks.

[BibT_eX]

[DOI]

Raúl Lara-Cabrera

Víctor Manuel Vargas

Pedro Antonio Gutiérrez

César Hervás-Martínez

Proceedings of the IEEE Congress on Evolutionary Computation, 2020

2019

Exploring Symmetry of Binary Classification Performance Metrics.

[BibT_eX]

[DOI]

Symmetry, 2019

The impact of class imbalance in classification performance metrics based on the binary confusion matrix.

[BibT_eX]

[DOI]

Pattern Recognit., 2019

Android malware detection through hybrid features fusion and ensemble classifiers: The AndroPyTool framework and the OmniDroid dataset.

[BibT_eX]

[DOI]

Raúl Lara-Cabrera

Inf. Fusion, 2019

Dynamic emphatical narration for reduced authorial burden and increased user freedom in interactive storytelling.

[BibT_eX]

[DOI]

Connect. Sci., 2019

2018

EvoDeep: A new evolutionary approach for automatic Deep Neural Networks parametrisation.

[BibT_eX]

[DOI]

Raúl Lara-Cabrera

Félix Fuentes-Hurtado

Valery Naranjo

J. Parallel Distributed Comput., 2018

Picking on the family: Disrupting android malware triage by forcing misclassification.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2018

CANDYMAN: Classifying Android malware families by modelling dynamic traces with Markov chains.

[BibT_eX]

[DOI]

Víctor Rodríguez-Fernández

Eng. Appl. Artif. Intell., 2018

An in-Depth Study of the Jisut Family of Android Ransomware.

[BibT_eX]

[DOI]

Julio César Hernández Castro

IEEE Access, 2018

2017

MOCDroid: multi-objective evolutionary classifier for Android malware detection.

[BibT_eX]

[DOI]

Soft Comput., 2017

Evolving Deep Neural Networks architectures for Android malware classification.

[BibT_eX]

[DOI]

Félix Fuentes-Hurtado

Valery Naranjo

Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

2016

ADROIT: Android malware detection using meta-information.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

String-based Malware Detection for Android Environments.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Distributed Computing X - Proceedings of the 10th International Symposium on Intelligent Distributed Computing, 2016

Genetic boosting classification for malware detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

Studying the Influence of Static API Calls for Hiding Malware.

[BibT_eX]

[DOI]

Proceedings of the Advances in Artificial Intelligence, 2016

2015

Therapy Monitoring and Patient Evaluation with Social Robots.

[BibT_eX]

[DOI]

Proceedings of the 3rd 2015 Workshop on ICTs for improving Patients Rehabilitation Research Techniques, 2015

Development of a low-cost application of virtual reality for the promotion of cultural heritage.

[BibT_eX]

[DOI]

Proceedings of the 2nd Digital Heritage International Congress, 2015

1995

Mobile Robot Localization Using Fuzzy Maps.

[BibT_eX]

[DOI]

Jorge Gasós