Silvia García-Méndez
Orcid: 0000-0003-0533-1303
According to our database1,
Silvia García-Méndez
authored at least 40 papers
between 2016 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on orcid.org
On csauthors.net:
Bibliography
2024
Explainable cognitive decline detection in free dialogues with a Machine Learning approach based on pre-trained Large Language Models.
Appl. Intell., December, 2024
Unsupervised Explainable Activity Prediction in Competitive Nordic Walking From Experimental Data.
IEEE Consumer Electron. Mag., November, 2024
Corrigendum to "Explainable machine learning multi-label classification of Spanish legal judgements" [J. King Saud Univ. - Comput. Inf. Sci. 34 (2022) 10180-10192].
J. King Saud Univ. Comput. Inf. Sci., February, 2024
Online Detection and Infographic Explanation of Spam Reviews with Data Drift Adaptation.
Informatica, 2024
Explainable assessment of financial experts' credibility by classifying social media forecasts and checking the predictions with actual market data.
Expert Syst. Appl., 2024
Corrigendum to "Detection of temporality at discourse level on financial news by combing Natural Language Processing and Machine Learning" [Expert Syst. Appl. 197 (2022) 116648].
Expert Syst. Appl., 2024
Leveraging Large Language Models through Natural Language Processing to provide interpretable Machine Learning predictions of mental deterioration in real time.
CoRR, 2024
Online detection and infographic explanation of spam reviews with data drift adaptation.
CoRR, 2024
Toward data-driven research: preliminary study to predict surface roughness in material extrusion using previously published data with Machine Learning.
CoRR, 2024
Automatic generation of insights from workers' actions in industrial workflows with explainable Machine Learning.
CoRR, 2024
CoRR, 2024
IEEE Access, 2024
Proceedings of the Good Practices and New Perspectives in Information Systems and Technologies, 2024
Detecting Anxiety and Depression in Dialogues: a Multi-Label and Explainable Approach.
Proceedings of the 3rd AIxIA Workshop on Artificial Intelligence For Healthcare (HC@AIxIA 2024) co-located with the 23rd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2024), 2024
2023
Automatic detection of cognitive impairment in elderly people using an entertainment chatbot with Natural Language Processing capabilities.
J. Ambient Intell. Humaniz. Comput., December, 2023
Automatic detection of relevant information, predictions and forecasts in financial news through topic modelling with Latent Dirichlet Allocation.
Appl. Intell., August, 2023
Automatic explanation of the classification of Spanish legal judgments in jurisdiction-dependent law categories with tree estimators.
J. King Saud Univ. Comput. Inf. Sci., July, 2023
Targeted aspect-based emotion analysis to detect opportunities and precaution in financial Twitter messages.
Expert Syst. Appl., May, 2023
2022
J. King Saud Univ. Comput. Inf. Sci., November, 2022
Simulation, modelling and classification of wiki contributors: Spotting the good, the bad, and the ugly.
Simul. Model. Pract. Theory, 2022
Detection of temporality at discourse level on financial news by combining Natural Language Processing and Machine Learning.
Expert Syst. Appl., 2022
Explainable Automatic Industrial Carbon Footprint Estimation From Bank Transaction Classification Using Natural Language Processing.
IEEE Access, 2022
Proceedings of the Information Systems and Technologies, 2022
2021
Evaluation of Abstraction Capabilities and Detection of Discomfort with a Newscaster Chatbot for Entertaining Elderly Users.
Sensors, 2021
Expert Syst. Appl., 2021
IEEE Access, 2021
Entertainment Chatbot for the Digital Inclusion of Elderly People Without Abstraction Capabilities.
IEEE Access, 2021
Demographic Market Segmentation on Short Banking Movement Descriptions Applying Natural Language Processing.
Proceedings of the 2021 International Symposium on Computer Science and Intelligent Control, 2021
2020
Identifying Banking Transaction Descriptions via Support Vector Machine Short-Text Classification Based on a Specialized Labelled Corpus.
IEEE Access, 2020
Detection of Financial Opportunities in Micro-Blogging Data With a Stacked Classification System.
IEEE Access, 2020
2019
Differentiating users by language and location estimation in sentiment analisys of informal text during major public events.
Expert Syst. Appl., 2019
Expert Syst. Appl., 2019
2018
Creating <i>emoji</i> lexica from unsupervised sentiment analysis of their descriptions.
Expert Syst. Appl., 2018
Automatic Natural Language Generation Applied to Alternative and Augmentative Communication for Online Video Content Services using SimpleNLG for Spanish.
Proceedings of the 15th Web for All Conference, 2018
2016
GTI at TASS 2016: Supervised Approach for Aspect Based Sentiment Analysis in Twitter.
Proceedings of TASS 2016: Workshop on Sentiment Analysis at SEPLN co-located with 32nd SEPLN Conference (SEPLN 2016), 2016