Eugenio Martínez-Cámara

Orcid: 0000-0002-5279-8355

According to our database1, Eugenio Martínez-Cámara authored at least 82 papers between 2008 and 2023.

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Bibliography

2023
Explainable Crowd Decision Making methodology guided by expert natural language opinions based on Sentiment Analysis with Attention-based Deep Learning and Subgroup Discovery.
Inf. Fusion, September, 2023

Crowd Decision Making: Sparse Representation Guided by Sentiment Analysis for Leveraging the Wisdom of the Crowd.
IEEE Trans. Syst. Man Cybern. Syst., 2023

A survey on extremism analysis using natural language processing: definitions, literature review, trends and challenges.
J. Ambient Intell. Humaniz. Comput., 2023

Survey on federated learning threats: Concepts, taxonomy on attacks and defences, experimental study and challenges.
Inf. Fusion, 2023

SINAI at MentalRisk: Using Emotions for Detecting Depression.
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2023) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2023), 2023

2022
Backdoor attacks-resilient aggregation based on Robust Filtering of Outliers in federated learning for image classification.
Knowl. Based Syst., 2022

Dynamic defense against byzantine poisoning attacks in federated learning.
Future Gener. Comput. Syst., 2022

TweetNLP: Cutting-Edge Natural Language Processing for Social Media.
CoRR, 2022

NLP4SM: Natural Language Processing for social media.
Proceedings of the Annual Conference of the Spanish Association for Natural Language Processing: Projects and Demonstrations (SEPLN-PD 2022) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2022), 2022

TweetNLP: Cutting-Edge Natural Language Processing for Social Media.
Proceedings of the The 2022 Conference on Empirical Methods in Natural Language Processing, 2022

2021
ADOPS: Aspect Discovery OPinion Summarisation Methodology based on deep learning and subgroup discovery for generating explainable opinion summaries.
Knowl. Based Syst., 2021

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.
Inf. Fusion, 2021

A survey on extremism analysis using Natural Language Processing.
CoRR, 2021

A panoramic view and swot analysis of artificial intelligence for achieving the sustainable development goals by 2030: progress and prospects.
Appl. Intell., 2021

2020
Tweet Coupling: a social media methodology for clustering scientific publications.
Scientometrics, 2020

Predicting literature's early impact with sentiment analysis in Twitter.
Knowl. Based Syst., 2020

What do people think about this monument? Understanding negative reviews via deep learning, clustering and descriptive rules.
J. Ambient Intell. Humaniz. Comput., 2020

Federated Learning and Differential Privacy: Software tools analysis, the Sherpa.ai FL framework and methodological guidelines for preserving data privacy.
Inf. Fusion, 2020

Enhancing the classification of social media opinions by optimizing the structural information.
Future Gener. Comput. Syst., 2020

Sentiment Analysis based Multi-person Multi-criteria Decision Making Methodology: Using Natural Language Processing and Deep Learning for Decision Aid.
CoRR, 2020

Dynamic Federated Learning Model for Identifying Adversarial Clients.
CoRR, 2020

Overview of TASS 2020: Introducing Emotion Detection.
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2020) co-located with 36th Conference of the Spanish Society for Natural Language Processing (SEPLN 2020), 2020

Learning Cross-Lingual Word Embeddings from Twitter via Distant Supervision.
Proceedings of the Fourteenth International AAAI Conference on Web and Social Media, 2020

2019
Studying the Scope of Negation for Spanish Sentiment Analysis on Twitter.
IEEE Trans. Affect. Comput., 2019

TASS 2018: The Strength of Deep Learning in Language Understanding Tasks.
Proces. del Leng. Natural, 2019

Análisis comparativo de las características computacionales en los sistemas modernos de análisis de sentimiento para el español.
Proces. del Leng. Natural, 2019

Deep recurrent neural network for geographical entities disambiguation on social media data.
Knowl. Based Syst., 2019

E<sup>2</sup>SAM: Evolutionary ensemble of sentiment analysis methods for domain adaptation.
Inf. Sci., 2019

Learning Cross-lingual Embeddings from Twitter via Distant Supervision.
CoRR, 2019

Overview of TASS 2019: One More Further for the Global Spanish Sentiment Analysis Corpus.
Proceedings of the Iberian Languages Evaluation Forum co-located with 35th Conference of the Spanish Society for Natural Language Processing, 2019

Deep Learning Hyper-parameter Tuning for Sentiment Analysis in Twitter based on Evolutionary Algorithms.
Proceedings of the 2019 Federated Conference on Computer Science and Information Systems, 2019

2018
The democratization of deep learning in TASS 2017.
Proces. del Leng. Natural, 2018

SINAI at IEST 2018: Neural Encoding of Emotional External Knowledge for Emotion Classification.
Proceedings of the 9th Workshop on Computational Approaches to Subjectivity, 2018


SCI<sup>2</sup>S at TASS 2018: Emotion Classification with Recurrent Neural Networks.
Proceedings of TASS 2018: Workshop on Semantic Analysis at SEPLN, 2018

SINAI en TASS 2018: Inserción de Conocimiento Emocional Externo a un Clasificador Lineal de Emociones (SINAI at TASS 2018: Lineal Classification System with Emotional External Knowledge).
Proceedings of TASS 2018: Workshop on Semantic Analysis at SEPLN, 2018

2017
Neural Disambiguation of Causal Lexical Markers Based on Context.
Proceedings of the IWCS 2017 - 12th International Conference on Computational Semantics - Short papers, Montpellier, France, September 19, 2017

A Consolidated Open Knowledge Representation for Multiple Texts.
Proceedings of the 2nd Workshop on Linking Models of Lexical, 2017

LSDSem 2017: Exploring Data Generation Methods for the Story Cloze Test.
Proceedings of the 2nd Workshop on Linking Models of Lexical, 2017

2016
TASS 2015 - The Evolution of the Spanish Opinion Mining Systems.
Proces. del Leng. Natural, 2016

Análisis de Opiniones en Español.
Proces. del Leng. Natural, 2016

COPOS: Corpus Of Patient Opinions in Spanish. Application of Sentiment Analysis Techniques.
Proces. del Leng. Natural, 2016

Combining resources to improve unsupervised sentiment analysis at aspect-level.
J. Inf. Sci., 2016

Overview of TASS 2016.
Proceedings of TASS 2016: Workshop on Sentiment Analysis at SEPLN co-located with 32nd SEPLN Conference (SEPLN 2016), 2016

2015
Tratamiento de la Negación en el Análisis de Opiniones en Español.
Proces. del Leng. Natural, 2015

TASS 2014 - The Challenge of Aspect-based Sentiment Analysis.
Proces. del Leng. Natural, 2015

CRiSOL: Base de Conocimiento de Opiniones para el Español.
Proces. del Leng. Natural, 2015

eSOLHotel: Generación de un lexicón de opinión en español adaptado al dominio turístico.
Proces. del Leng. Natural, 2015

Polarity classification for Spanish tweets using the COST corpus.
J. Inf. Sci., 2015

A Spanish semantic orientation approach to domain adaptation for polarity classification.
Inf. Process. Manag., 2015

Language technologies applied to document simplification for helping autistic people.
Expert Syst. Appl., 2015

Overview of TASS 2015.
Proceedings of TASS 2015: Workshop on Sentiment Analysis at SEPLN co-located with 31st SEPLN Conference (SEPLN 2015), 2015

SINAI-EMMA: Vectores de Palabras para el Análisis de Opiniones en Twitter.
Proceedings of TASS 2015: Workshop on Sentiment Analysis at SEPLN co-located with 31st SEPLN Conference (SEPLN 2015), 2015

SINAI: Syntactic Approach for Aspect-Based Sentiment Analysis.
Proceedings of the 9th International Workshop on Semantic Evaluation, 2015

Ensemble classifier for Twitter sentiment analysis.
Proceedings of the Workshop on NLP Applications: Completing the Puzzle, 2015

Improving Spanish Polarity Classification Combining Different Linguistic Resources.
Proceedings of the Natural Language Processing and Information Systems, 2015

2014
Proyecto FIRST (Flexible Interactive Reading Support Tool): Desarrollo de una herramienta para ayudar a personas con autismo mediante la simplificación de textos.
Proces. del Leng. Natural, 2014

Sentiment analysis in Twitter.
Nat. Lang. Eng., 2014

Integrating Spanish lexical resources by meta-classifiers for polarity classification.
J. Inf. Sci., 2014

A knowledge-based approach for polarity classification in Twitter.
J. Assoc. Inf. Sci. Technol., 2014

Ranked WordNet graph for Sentiment Polarity Classification in Twitter.
Comput. Speech Lang., 2014

Desafíos del Análisis de Sentimientos.
Proceedings of the Actas de las V Jornadas de la Red en Tratamiento de la Información Multilingüe y Multimodal, 2014

SINAI: Voting System for Aspect Based Sentiment Analysis.
Proceedings of the 8th International Workshop on Semantic Evaluation, 2014

SINAI: Voting System for Twitter Sentiment Analysis.
Proceedings of the 8th International Workshop on Semantic Evaluation, 2014

Cross-Domain Sentiment Analysis Using Spanish Opinionated Words.
Proceedings of the Natural Language Processing and Information Systems, 2014

2013
TASS - Workshop on Sentiment Analysis at SEPLN.
Proces. del Leng. Natural, 2013

SINAI en TASS 2012.
Proces. del Leng. Natural, 2013

Improving polarity classification of bilingual parallel corpora combining machine learning and semantic orientation approaches.
J. Assoc. Inf. Sci. Technol., 2013

Semantic orientation for polarity classification in Spanish reviews.
Expert Syst. Appl., 2013

Sentiment polarity detection in Spanish reviews combining supervised and unsupervised approaches.
Expert Syst. Appl., 2013

Bilingual Experiments on an Opinion Comparable Corpus.
Proceedings of the 4th Workshop on Computational Approaches to Subjectivity, 2013

SINAI at Twitter-Normalization 2013.
Proceedings of the Tweet Normalization Workshop co-located with 29th Conference of the Spanish Society for Natural Language Processing (SEPLN 2013), 2013

SINAI: Machine Learning and Emotion of the Crowd for Sentiment Analysis in Microblogs.
Proceedings of the 7th International Workshop on Semantic Evaluation, 2013

Combining Supervised and Unsupervised Polarity Classification for non-English Reviews.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2013

2012
Detección de la polaridad en citas periodísticas: una solución no supervisada.
Proces. del Leng. Natural, 2012

Random Walk Weighting over SentiWordNet for Sentiment Polarity Detection on Twitter.
Proceedings of the 3rd Workshop in Computational Approaches to Subjectivity and Sentiment Analysis, 2012

2011
Técnicas de clasificación de opiniones aplicadas a un corpus en español.
Proces. del Leng. Natural, 2011

MarUja: Prototipo de Asistente Virtual para la Carta de Servicios del Servicio de Informática de la Universidad de Jaén.
Proces. del Leng. Natural, 2011

Opinion Classification Techniques Applied to a Spanish Corpus.
Proceedings of the Natural Language Processing and Information Systems, 2011

MarUja: Virtual Assistant Prototype for the Computing Service Catalogue of the University of Jaén.
Proceedings of the Natural Language Processing and Information Systems, 2011

2010
The alternatives aggregation Petri nets as a formalism to design discrete event systems.
Int. J. Simul. Process. Model., 2010

2008
Simulation Applications Based on Digital Terrain Models Integrated in Web3D Viewers and Graphic Engines.
Proceedings of the 10th EUROS/UKSim International Conference on Computer Modelling and Simulation, 2008


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