Personalised Federated Learning with BERT Fine Tuning. Case Study on Twitter Sentiment Analysis |
JA Ruiz-Millán, E Martínez-Cámara, M Victoria Luzón, F Herrera. |
2022 |
A survey on extremism analysis using natural language processing: definitions, literature review, trends and challenges |
J Torregrosa, G Bello-Orgaz, E Martínez-Cámara, JD Ser, D Camacho. |
2022 |
Survey on Federated Learning Threats: concepts, taxonomy on attacks and defences, experimental study and challenges |
N Rodríguez-Barroso, DJ López, M Luzón, F Herrera, E Martínez-Cámara. |
2022 |
Backdoor attacks-resilient aggregation based on Robust Filtering of Outliers in federated learning for image classification |
N Rodríguez-Barroso, E Martínez-Cámara, MV Luzón, F Herrera. |
2022 |
Crowd Decision Making: Sparse Representation Guided by Sentiment Analysis for Leveraging the Wisdom of the Crowd |
C Zuheros, E Martínez-Cámara, E Herrera-Viedma, F Herrera. |
2022 |
TweetNLP: Cutting-Edge Natural Language Processing for Social Media |
J Camacho-Collados, K Rezaee, T Riahi, A Ushio, D Loureiro, D Antypas, .... |
2022 |
NLP4SM: Natural Language Processing for social media |
GM Medina, JC Collados, EM Cámara. |
2022 |
A panoramic view and swot analysis of artificial intelligence for achieving the sustainable development goals by 2030: progress and prospects |
I Palomares, E Martínez-Cámara, R Montes, P García-Moral, M Chiachio, .... |
2021 |
ADOPS: Aspect Discovery OPinion Summarisation Methodology based on deep learning and subgroup discovery for generating explainable opinion summaries |
M López, E Martínez-Cámara, MV Luzón, F Herrera. |
2021 |
Ordering Artificial Intelligence Based Recommendations to Tackle the SDGs with a Decision-Making Model Based on Surveys |
S Alonso, R Montes, D Molina, I Palomares, E Martínez-Cámara, .... |
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 … |
C Zuheros, E Martínez-Cámara, E Herrera-Viedma, F Herrera. |
2021 |
A survey on extremism analysis using Natural Language Processing |
J Torregrosa, G Bello-Orgaz, E Martínez-Cámara, J Del Ser, D Camacho. |
2021 |
Learning cross-lingual word embeddings from Twitter via distant supervision |
J Camacho Collados, Y Doval, E Martínez-Cámara, L Espinosa-Anke, .... |
2020 |
Tweet Coupling: a social media methodology for clustering scientific publications |
SU Hassan, NR Aljohani, M Shabbir, U Ali, S Iqbal, R Sarwar, .... |
2020 |
Federated Learning and Differential Privacy: Software tools analysis, the Sherpa. ai FL framework and methodological guidelines for preserving data privacy |
N Rodríguez-Barroso, G Stipcich, D Jiménez-López, JA Ruiz-Millán, .... |
2020 |
Dynamic Federated Learning Model for Identifying Adversarial Clients |
N Rodríguez-Barroso, E Martínez-Cámara, M Luzón, GG Seco, .... |
2020 |
Sentiment Analysis based Multi-person Multi-criteria Decision Making Methodology: Using Natural Language Processing and Deep Learning for Decision Aid |
C Zuheros, E Martínez-Cámara, E Herrera-Viedma, F Herrera. |
2020 |
Overview of TASS 2020: Introducing Emotion Detection |
M García-Vega, MC Díaz-Galiano, MÁ García-Cumbreras, .... |
2020 |
Enhancing the classification of social media opinions by optimizing the structural information |
C Vairetti, E Martínez-Cámara, S Maldonado, V Luzón, F Herrera. |
2020 |
Dynamic Defense Against Byzantine Poisoning Attacks in Federated Learning |
N Rodríguez-Barroso, E Martínez-Cámara, M Luzón, F Herrera. |
2020 |
Deep recurrent neural network for geographical entities disambiguation on social media data |
C Zuheros, S Tabik, A Valdivia, E Martínez-Cámara, F Herrera. |
2019 |
Studying the Scope of Negation for Spanish Sentiment Analysis on Twitter |
SM Jiménez-Zafra, MT Martín Valdivia, E Martínez Cámara, .... |
2019 |
E2SAM: Evolutionary Ensemble of Sentiment Analysis Methods for Domain Adaptation |
M López, A Valdivia, E Martínez-Cámara, MV Luzón, F Herrera. |
2019 |
Learning Cross-lingual Embeddings from Twitter via Distant Supervision |
J Camacho-Collados, Y Doval, E Martínez-Cámara, L Espinosa-Anke, .... |
2019 |
Análisis comparativo de las características computacionales en los sistemas modernos de análisis de sentimiento para el español |
E Casasola, A Pimentel, G Sierra, EM Cámara, G Marín. |
2019 |
TASS 2018: The Strength of Deep Learning in Language Understanding Tasks |
MC Díaz-Galiano, MÁ García-Cumbreras, M García-Vega, Y Gutiérrez, .... |
2019 |
Overview of TASS 2019: One More Further for the Global Spanish Sentiment Analysis Corpus⋆ |
MC Dıaz-Galiano, M Garcıa-Vega, E Casasola, L Chiruzzo, .... |
2019 |
Deep Learning Hyper-parameter Tuning for Sentiment Analysis in Twitter based on Evolutionary Algorithms |
N Rodríguez-Barroso, AR Moya, JA Fernández, E Romero, .... |
2019 |
Predicting literature’s early impact with sentiment analysis in Twitter |
SU Hassan, NR Aljohani, N Idrees, R Sarwar, R Nawaz, .... |
2019 |
Decision making model based on expert evaluations extracted with sentiment analysis |
C Zuheros, E Martínez-Cámara, E Herrera-Viedma, F Herrera. |
2019 |
Overview of TASS 2018: Opinions, health and emotions |
E Martínez Cámara, Y Almeida Cruz, MC Díaz Galiano, .... |
2018 |
SCI2S at TASS 2018: Emotion Classification with Recurrent Neural Networks |
N Rodríguez Barroso, E Martínez-Cámara, F Herrera. |
2018 |
The democratization of deep learning in TASS 2017 |
MC Díaz-Galiano, E Martínez-Cámara, MÁG Cumbreras, MG Vega, .... |
2018 |
Resumiendo Opiniones Negativas con Deep Learning y Reglas Descriptivas |
A Valdivia, E Martínez-Cámara, MV Luzón, F Herrera. |
2018 |
What do people think about this monument? Understanding negative reviews via deep learning, clustering and descriptive rules |
A Valdivia, E Martínez-Cámara, I Chaturvedi, MV Luzón, E Cambria, .... |
2018 |
SINAI at IEST 2018: Neural Encoding of Emotional External Knowledge for Emotion Classification |
FMP del Arco, E Martínez-Cámara, M Martin, LAU Lopez. |
2018 |
Red Neural Recurrente para la Desambiguacion de Entidades en Datos de Medios Sociales |
C Zuheros, S Tabik, A Valdivia, E Martınez-Cámara, F Herrera. |
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 … |
FMP del Arco, E Martínez-Cámara, MTM Valdivia, LAU López. |
2018 |
Overview of TASS 2017 |
E Martínez-Cámara, MC Díaz-Galiano, MÁ García-Cumbreras, .... |
2017 |
A Consolidated Open Knowledge Representation for Multiple Texts |
R Wities, V Shwartz, G Stanovsky, M Adler, O Shapira, S Upadhyay, .... |
2017 |
LSDSem 2017: Exploring Data Generation Methods for the Story Cloze Test |
M Bugert, Y Puzikov, A Rücklé, J Eckle-Kohler, T Martin, .... |
2017 |
Neural Disambiguation of Causal Lexical Markers Based on Context |
E Martínez-Cámara, V Shwartz, I Gurevych, I Dagan. |
2017 |
COPOS: Corpus Of Patient Opinions in Spanish. Application of Sentiment Analysis Techniques |
FMP del Arco, MTM Valdivia, SMJ Zafra, MDM González, EM Cámara. |
2016 |
Combining resources to improve unsupervised sentiment analysis at aspect-level |
SM Jiménez-Zafra, MT Martín-Valdivia, E Martínez-Cámara, .... |
2016 |
TASS 2015–The Evolution of the Spanish Opinion Mining Systems |
MÁ García Cumbreras, E Martínez Cámara, J Villena Román, .... |
2016 |
Overview of TASS 2016 |
MÁ García Cumbreras, J Villena Román, E Martínez Cámara, .... |
2016 |
Análisis de Opiniones en Español |
EM Cámara. |
2016 |
TASS 2015 – The Evolution of the Spanish Opinion Mining Systems |
MÁ García Cumbreras, E Martínez Cámara, J Villena Román, .... |
2016 |
Overview of TASS 2015 |
J Villena Román, J García Morera, MÁ García Cumbreras, .... |
2015 |
Polarity classification for Spanish tweets using the COST corpus |
E Martínez-Cámara, MT Martín-Valdivia, LA Ureña-López, R Mitkov. |
2015 |
TASS 2014-The Challenge of Aspect-based Sentiment Analysis |
JV Román, EM Cámara, JG Morera, SMJ Zafra. |
2015 |
A Spanish semantic orientation approach to domain adaptation for polarity classification |
MD Molina-González, E Martínez-Cámara, MT Martín-Valdivia, .... |
2015 |
Tratamiento de la Negación en el Análisis de Opiniones en Español |
SMJ Zafra, EM Cámara, MTM Valdivia, MDM González. |
2015 |
SINAI-EMMA: Vectores de Palabras para el Análisis de Opiniones en Twitter |
E Martínez Cámara, MÁ García Cumbreras, MT Martín Valdivia, .... |
2015 |
Ensemble classifier for Twitter Sentiment Analysis |
E Martınez-Cámara, Y Gutiérrez-Vázquez, J Fernández, A Montejo-Ráez, .... |
2015 |
Language technologies applied to document simplification for helping autistic people |
E Barbu, MT Martín-Valdivia, E Martínez-Cámara, LA Ureña-López. |
2015 |
eSOLHotel: Generación de un lexicón de opinión en español adaptado al dominio turístico |
MDM González, E Martínez Cámara, MTM Valdivia, SMJ Zafra. |
2015 |
CRiSOL: Base de Conocimiento de Opiniones para el Español |
MD Molina González, E Martínez Cámara, MT Martín Valdivia. |
2015 |
SINAI: Syntactic approach for Aspect Based Sentiment Analysis |
SM Jiménez-Zafra, E Martínez-Cámara, MT Martín-Valdivia, .... |
2015 |
Improving Spanish Polarity Classification Combining Different Linguistic Resources |
E Martínez-Cámara, FL Cruz, MD Molina-González, MT Martín-Valdivia, .... |
2015 |
Corpus-based approach for sentiment lexicon domain adaptation |
E Martínez-Cámara, MD Molina-González, LA Ureña-López, .... |
2015 |
moocTLH edición UAEDF |
A Suárez Cueto, P Martínez-Barco, E Martínez Cámara, LA Ureña López. |
2015 |
Sentiment Analysis in Twitter |
E Martínez-Cámara, MT Martín-Valdivia, LA Ureña-López, .... |
2014 |
Ranked WordNet graph for Sentiment Polarity Classification in Twitter |
A Montejo-Ráez, E Martínez-Cámara, MT Martín-Valdivia, .... |
2014 |
A knowledge‐based approach for polarity classification in Twitter |
A Montejo‐Ráez, E Martínez‐Cámara, MT Martín‐Valdivia, .... |
2014 |
Integrating Spanish lexical resources by meta-classifiers for polarity classification |
E Martínez-Cámara, MT Martín-Valdivia, MD Molina-González, .... |
2014 |
Cross-Domain Sentiment Analysis Using Spanish Opinionated Words |
MD Molina-González, E Martínez-Cámara, MT Martín-Valdivia, .... |
2014 |
SINAI-ESMA: An unsupervised approach for Sentiment Analysis in Twitter |
SMJ Zafra, EM Cámara, MTM Valdivia, LAU López. |
2014 |
SINAI: Voting System for Twitter Sentiment Analysis |
E Martínez-Cámara, SM Jiménez-Zafra, MT Martın-Valdivia, .... |
2014 |
Proyecto FIRST (Flexible Interactive Reading Support Tool): Desarrollo de una herramienta para ayudar a personas con autismo mediante la simplificación de textos |
MTM Valdivia, EM Cámara, E Barbu, LAU López, P Moreda, E Lloret. |
2014 |
SINAI: Voting System for Aspect Based Sentiment Analysis |
SM Jiménez-Zafra, E Martınez-Cámara, MT Martın-Valdivia, .... |
2014 |
V Jornadas TIMM |
Troyano Jiménez, José A.; Ureña López, L. Alfonso; Enríquez de Salamanca Ros …, 2014 . |
2014 |
Desafíos del Análisis de Sentimientos |
SMJ Zafra, EM Cámara, MTM Valdivia, LAU López. |
2014 |
TASS 2014-Workshop on Sentiment Analysis at SEPLN-Overview |
JV Román, JG Morera, C de Pablo Sánchez, MÁG Cumbreras, .... |
2014 |
Sentiment polarity detection in Spanish reviews combining supervised and unsupervised approaches |
MT Martín-Valdivia, E Martínez-Cámara, JM Perea-Ortega, .... |
2013 |
Semantic orientation for polarity classification in Spanish reviews |
MD Molina-González, E Martínez-Cámara, MT Martín-Valdivia, .... |
2013 |
TASS-Workshop on Sentiment Analysis at SEPLN |
J Villena-Román, S Lana-Serrano, E Martínez-Cámara, .... |
2013 |
Improving polarity classification of bilingual parallel corpora combining machine learning and semantic orientation approaches |
JM Perea‐Ortega, MT Martín‐Valdivia, LA Ureña‐López, .... |
2013 |
Bilingual Experiments on an Opinion Comparable Corpus |
E Martínez-Cámara, MT Martín-Valdivia, MD Molina-González, .... |
2013 |
SINAI: Machine Learning and Emotion of the Crowd for Sentiment Analysis in Microblogs |
E Martínez-Cámara, A Montejo-Ráez, MT Martín-Valdivia, .... |
2013 |
SINAI en TASS 2012 |
E Martínez Cámara, MÁ García Cumbreras, MT Martín Valdivia, .... |
2013 |
SINAI at Twitter-Normalization 2013 |
AM Ráez, MC Díaz-Galiano, E Martínez-Cámara, MTM Valdivia, .... |
2013 |
Combining supervised and unsupervised polarity classification for non-english reviews |
JM Perea-Ortega, E Martínez-Cámara, MT Martín-Valdivia, .... |
2013 |
SINAI-EMML: Combinación de Recursos Lingüısticos para el Análisis de la Opinión en Twitter |
E Martínez Cámara, MA García Cumbreras, MT Martín Valdivia, .... |
2013 |
Random Walk Weighting over SentiWordNet for Sentiment Polarity Detection on Twitter |
A Montejo-Ráez, E Martınez-Cámara, MT Martın-Valdivia, .... |
2012 |
Detección de la polaridad en citas periodísticas: una solución no supervisada |
A Montejo Ráez, E Martínez Cámara, MT Martín Valdivia, LA Ureña López. |
2012 |
Técnicas de clasificación de opiniones aplicadas a un corpus en español |
E Martínez Cámara, V Martín, M Teresa, JM Perea Ortega, .... |
2011 |
Opinion classification techniques applied to a Spanish corpus |
E Martínez-Cámara, MT Martín-Valdivia, LA Ureña-López. |
2011 |
Análisis de Sentimientos |
E Martínez Cámara, MT Martín Valdivia, LA Ureña Lopez. |
2011 |
MarUja: Prototipo de Asistente Virtual para la Carta de Servicios del Servicio de Informática de la Universidad de Jaén |
E Martínez Cámara, LA Ureña López, JM Perea Ortega. |
2011 |
Detección de la polaridad de tweets en español |
E Martínez Cámara, MÁ García Cumbreras, MT Martín Valdivía, .... |
2011 |
MarUja: virtual assistant prototype for the computing service catalogue of the university of Jaén |
E Martínez-Cámara, LA Urena-López, JM Perea-Ortega. |
2011 |