INFORMÁTICA
Department

Francisco
Herrera Triguero
Publications by the researcher in collaboration with Francisco Herrera Triguero (315)
2023
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Crowd Decision Making: Sparse Representation Guided by Sentiment Analysis for Leveraging the Wisdom of the Crowd
IEEE Transactions on Systems, Man, and Cybernetics: Systems, Vol. 53, Núm. 1, pp. 369-379
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Explainable Crowd Decision Making methodology guided by expert natural language opinions based on Sentiment Analysis with Attention-based Deep Learning and Subgroup Discovery
Information Fusion, Vol. 97
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Survey on federated learning threats: Concepts, taxonomy on attacks and defences, experimental study and challenges
Information Fusion, Vol. 90, pp. 148-173
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TSFEDL: A python library for time series spatio-temporal feature extraction and prediction using deep learning
Neurocomputing, Vol. 517, pp. 223-228
2022
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Backdoor attacks-resilient aggregation based on Robust Filtering of Outliers in federated learning for image classification
Knowledge-Based Systems, Vol. 245
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Dynamic defense against byzantine poisoning attacks in federated learning
Future Generation Computer Systems, Vol. 133, pp. 1-9
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Personalised Federated Learning with BERT Fine Tuning. Case Study on Twitter Sentiment Analysis
Lecture Notes in Networks and Systems
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Reducing Data Complexity Using Autoencoders With Class-Informed Loss Functions
IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 44, Núm. 12, pp. 9549-9560
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Una visión actual de la inteligencia artificial: Recorrido histórico, datos y aprendizaje, confiabilidad y datos
El derecho y la inteligencia artificial (Editorial Universidad de Granada), pp. 51-80
2021
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A Preliminary Analysis on Software Frameworks for the Development of Spiking Neural Networks
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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A Preliminary Analysis on Software Frameworks for the Development of Spiking Neural Networks
Hybrid Artificial Intelligent Systems: 16th International Conference, HAIS 2021. Bilbao, Spain. September 22–24, 2021. Proceedings
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A panoramic view and swot analysis of artificial intelligence for achieving the sustainable development goals by 2030: progress and prospects
Applied Intelligence, Vol. 51, Núm. 9, pp. 6497-6527
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ADOPS: Aspect Discovery OPinion Summarisation Methodology based on deep learning and subgroup discovery for generating explainable opinion summaries
Knowledge-Based Systems, Vol. 231
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Inteligencia artificial y tecnologías digitales para los ODS
Real Academia de Ingeniería
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Ordering artificial intelligence based recommendations to tackle the sdgs with a decision-making model based on surveys
Sustainability (Switzerland), Vol. 13, Núm. 11
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Sentiment Analysis based Multi-Person Multi-criteria Decision Making methodology using natural language processing and deep learning for smarter decision aid. Case study of restaurant choice using TripAdvisor reviews
Information Fusion, Vol. 68, pp. 22-36
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Slicer: Feature Learning for Class Separability with Least-Squares Support Vector Machine Loss and COVID-19 Chest X-Ray Case Study
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Slicer: feature Learning for Class Separability with Least-Squares Support Vector Machine Loss and COVID-19 Chest X-Ray Case Study
Hybrid Artificial Intelligent Systems: 16th International Conference, HAIS 2021. Bilbao, Spain. September 22–24, 2021. Proceedings
2020
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An analysis on the use of autoencoders for representation learning: Fundamentals, learning task case studies, explainability and challenges
Neurocomputing, Vol. 404, pp. 93-107
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Artificial intelligence within the interplay between natural and artificial computation: Advances in data science, trends and applications
Neurocomputing, Vol. 410, pp. 237-270