Publicaciones (86) Publicaciones de EUGENIO MARTÍNEZ CAMARA

2023

  1. A survey on extremism analysis using natural language processing: definitions, literature review, trends and challenges

    Journal of Ambient Intelligence and Humanized Computing, Vol. 14, Núm. 8, pp. 9869-9905

  2. Analysis of forest mass growth based on dataobtained from LiDAR flights.

    XII Congreso ibérico de agroingeniería.: Libro de actas

  3. 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

  4. 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

  5. SINAI at MentalRisk: Using Emotions for Detecting Depression

    CEUR Workshop Proceedings

  6. Survey on federated learning threats: Concepts, taxonomy on attacks and defences, experimental study and challenges

    Information Fusion, Vol. 90, pp. 148-173

2022

  1. Backdoor attacks-resilient aggregation based on Robust Filtering of Outliers in federated learning for image classification

    Knowledge-Based Systems, Vol. 245

  2. Dynamic defense against byzantine poisoning attacks in federated learning

    Future Generation Computer Systems, Vol. 133, pp. 1-9

  3. NLP4SM: Natural Language Processing for social media

    CEUR Workshop Proceedings

  4. NLP4SM: Natural Language Processing for social media

    SEPLN-PD 2022: Annual Conference of the Spanish Association for Natural Language Processing 2022: Projects and Demonstrations (CEUR Workshop Proceedings), pp. 66-69

  5. Personalised Federated Learning with BERT Fine Tuning. Case Study on Twitter Sentiment Analysis

    Lecture Notes in Networks and Systems

  6. TweetNLP: Cutting-Edge Natural Language Processing for Social Media

    EMNLP 2022 - 2022 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Demonstrations Session

2021

  1. 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

  2. ADOPS: Aspect Discovery OPinion Summarisation Methodology based on deep learning and subgroup discovery for generating explainable opinion summaries

    Knowledge-Based Systems, Vol. 231

  3. Inteligencia artificial y tecnologías digitales para los ODS

    Real Academia de Ingeniería

  4. Ordering artificial intelligence based recommendations to tackle the sdgs with a decision-making model based on surveys

    Sustainability (Switzerland), Vol. 13, Núm. 11

  5. 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

2020

  1. Enhancing the classification of social media opinions by optimizing the structural information

    Future Generation Computer Systems, Vol. 102, pp. 838-846

  2. Federated Learning and Differential Privacy: Software tools analysis, the Sherpa.ai FL framework and methodological guidelines for preserving data privacy

    Information Fusion, Vol. 64, pp. 270-292

  3. Iberlef 2020iberian languages evaluation forum 2020 proceedings of the iberian languages evaluation forum (iberlef 2020)co-located with 36th conference of the Spanish society for natural languageprocessing (sepln 2020)

    CEUR Workshop Proceedings