Silvia García-Méndez

Orcid: 0000-0003-0533-1303

According to our database1, Silvia García-Méndez authored at least 35 papers between 2016 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2024
Exposing and explaining fake news on-the-fly.
Mach. Learn., July, 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

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

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

Informatics & dairy industry coalition: AI trends and present challenges.
CoRR, 2024

Unsupervised explainable activity prediction in competitive Nordic Walking from experimental data.
CoRR, 2024

Automatic generation of insights from workers' actions in industrial workflows with explainable Machine Learning.
CoRR, 2024

Explainable assessment of financial experts' credibility by classifying social media forecasts and checking the predictions with actual market data.
CoRR, 2024

A review on the use of large language models as virtual tutors.
CoRR, 2024

Creating emoji lexica from unsupervised sentiment analysis of their descriptions.
CoRR, 2024

Emotional Evaluation of Open-Ended Responses with Transformer Models.
Proceedings of the Good Practices and New Perspectives in Information Systems and Technologies, 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

Interpretable Classification of Wiki-Review Streams.
IEEE Access, 2023

2022
Explainable machine learning multi-label classification of Spanish legal judgements.
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

Explanation Plug-In for Stream-Based Collaborative Filtering.
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

Evaluation of online emoji description resources for sentiment analysis purposes.
Expert Syst. Appl., 2021

Self-Corrective Sensor Fusion for Drone Positioning in Indoor Facilities.
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

A library for automatic natural language generation of spanish texts.
Expert Syst. Appl., 2019

A System for Automatic English Text Expansion.
IEEE Access, 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


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