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Francisco de Arriba Pérez
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Journal Articles
- 2024
- [j20]Andrea Busto-Castiñeira, Francisco Javier González-Castaño, Silvia García-Méndez, Francisco de Arriba Pérez:
Predictability and Causality in Spanish and English Natural Language Generation. IEEE Access 12: 132521-132532 (2024) - [j19]Silvia García-Méndez, Francisco de Arriba Pérez, Francisco J. González-Castaño, Javier Vales-Alonso:
Unsupervised Explainable Activity Prediction in Competitive Nordic Walking From Experimental Data. IEEE Consumer Electron. Mag. 13(6): 37-55 (2024) - [j18]Silvia García-Méndez, Francisco de Arriba Pérez, Ana Barros-Vila, Francisco J. González-Castaño:
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. 245: 123552 (2024) - [j17]Silvia García-Méndez, Francisco de Arriba Pérez, Jaime González-González, Francisco J. González-Castaño:
Explainable assessment of financial experts' credibility by classifying social media forecasts and checking the predictions with actual market data. Expert Syst. Appl. 255: 124515 (2024) - [j16]Francisco de Arriba Pérez, Silvia García-Méndez, Fátima Leal, Benedita Malheiro, Juan C. Burguillo:
Online Detection and Infographic Explanation of Spam Reviews with Data Drift Adaptation. Informatica 35(3): 483-507 (2024) - [j15]Francisco de Arriba Pérez, Silvia García-Méndez, Francisco J. González-Castaño, Jaime González-González:
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. 36(2): 101966 (2024) - [j14]Francisco de Arriba Pérez, Silvia García-Méndez, Fátima Leal, Benedita Malheiro, Juan-Carlos Burguillo:
Exposing and explaining fake news on-the-fly. Mach. Learn. 113(7): 4615-4637 (2024) - 2023
- [j13]Silvia García-Méndez, Francisco de Arriba Pérez, Ana Barros-Vila, Francisco J. González-Castaño, Enrique Costa-Montenegro:
Automatic detection of relevant information, predictions and forecasts in financial news through topic modelling with Latent Dirichlet Allocation. Appl. Intell. 53(16): 19610-19628 (2023) - [j12]Silvia García-Méndez, Francisco de Arriba Pérez, Ana Barros-Vila, Francisco J. González-Castaño:
Targeted aspect-based emotion analysis to detect opportunities and precaution in financial Twitter messages. Expert Syst. Appl. 218: 119611 (2023) - [j11]Francisco de Arriba Pérez, Silvia García-Méndez, Francisco J. González-Castaño, Enrique Costa-Montenegro:
Automatic detection of cognitive impairment in elderly people using an entertainment chatbot with Natural Language Processing capabilities. J. Ambient Intell. Humaniz. Comput. 14(12): 16283-16298 (2023) - [j10]Jaime González-González, Francisco de Arriba Pérez, Silvia García-Méndez, Andrea Busto-Castiñeira, Francisco J. González-Castaño:
Automatic explanation of the classification of Spanish legal judgments in jurisdiction-dependent law categories with tree estimators. J. King Saud Univ. Comput. Inf. Sci. 35(7): 101634 (2023) - 2022
- [j9]Jaime González-González, Silvia García-Méndez, Francisco de Arriba Pérez, Francisco J. González-Castaño, Óscar Barba Seara:
Explainable Automatic Industrial Carbon Footprint Estimation From Bank Transaction Classification Using Natural Language Processing. IEEE Access 10: 126326-126338 (2022) - [j8]Silvia García-Méndez, Francisco de Arriba Pérez, Ana Barros-Vila, Francisco J. González-Castaño:
Detection of temporality at discourse level on financial news by combining Natural Language Processing and Machine Learning. Expert Syst. Appl. 197: 116648 (2022) - [j7]Francisco de Arriba Pérez, Silvia García-Méndez, Francisco J. González-Castaño, Jaime González-González:
Explainable machine learning multi-label classification of Spanish legal judgements. J. King Saud Univ. Comput. Inf. Sci. 34(10 Part B): 10180-10192 (2022) - 2021
- [j6]Silvia García-Méndez, Francisco de Arriba Pérez, Francisco J. González-Castaño, José Ángel Regueiro-Janeiro, Felipe J. Gil-Castiñeira:
Entertainment Chatbot for the Digital Inclusion of Elderly People Without Abstraction Capabilities. IEEE Access 9: 75878-75891 (2021) - [j5]Francisco de Arriba Pérez, Silvia García-Méndez, Francisco J. González-Castaño, Enrique Costa-Montenegro:
Evaluation of Abstraction Capabilities and Detection of Discomfort with a Newscaster Chatbot for Entertaining Elderly Users. Sensors 21(16): 5515 (2021) - 2020
- [j4]Francisco de Arriba Pérez, Silvia García-Méndez, José Ángel Regueiro-Janeiro, Francisco J. González-Castaño:
Detection of Financial Opportunities in Micro-Blogging Data With a Stacked Classification System. IEEE Access 8: 215679-215690 (2020) - 2019
- [j3]Francisco de Arriba Pérez, Juan M. Santos-Gago, Manuel Caeiro Rodríguez, Mateo Ramos Merino:
Study of stress detection and proposal of stress-related features using commercial-off-the-shelf wrist wearables. J. Ambient Intell. Humaniz. Comput. 10(12): 4925-4945 (2019) - 2018
- [j2]Francisco de Arriba Pérez, Manuel Caeiro Rodríguez, Juan M. Santos-Gago:
How do you sleep? Using off the shelf wrist wearables to estimate sleep quality, sleepiness level, chronotype and sleep regularity indicators. J. Ambient Intell. Humaniz. Comput. 9(4): 897-917 (2018) - 2016
- [j1]Francisco de Arriba Pérez, Manuel Caeiro Rodríguez, Juan M. Santos-Gago:
Collection and Processing of Data from Wrist Wearable Devices in Heterogeneous and Multiple-User Scenarios. Sensors 16(9): 1538 (2016)
Conference and Workshop Papers
- 2024
- [c6]Alejandro Pajón-Sanmartín, Francisco de Arriba Pérez, Silvia García-Méndez, Juan C. Burguillo, Fátima Leal, Benedita Malheiro:
Emotional Evaluation of Open-Ended Responses with Transformer Models. WorldCIST (1) 2024: 23-32 - 2022
- [c5]Mohamed Salah Awadallah, Francisco de Arriba Pérez, Enrique Costa-Montenegro, Mohamed Kholief, Nashwa El-Bendary:
Investigation of Local Interpretable Model-Agnostic Explanations (LIME) Framework with Multi-Dialect Arabic Text Sentiment Classification. ICCTA 2022: 116-121 - 2021
- [c4]Silvia García-Méndez, Francisco de Arriba Pérez, Óscar Barba Seara, Milagros Fernández Gavilanes, Francisco Javier González-Castaño:
Demographic Market Segmentation on Short Banking Movement Descriptions Applying Natural Language Processing. ISCSIC 2021: 141-146 - 2017
- [c3]Francisco de Arriba Pérez, Manuel Caeiro Rodríguez, Juan Manuel Santos Gago:
Towards the use of commercial wrist wearables in education. exp.at 2017: 323-328 - [c2]Francisco de Arriba Pérez, Manuel Caeiro Rodríguez, Juan M. Santos-Gago:
Ongoing Research About the Use of Commercial-off-the-shelf Wrist Wearables in Educational Contexts. LASI-SPAIN 2017: 39-54 - 2016
- [c1]Francisco de Arriba Pérez, Juan Manuel Santos Gago, Manuel Caeiro Rodríguez:
Calculation of Sleep Indicators in Students Using Smartphones and Wearables. WorldCIST (2) 2016: 169-178
Informal and Other Publications
- 2024
- [i19]Jaime González-González, Francisco de Arriba Pérez, Silvia García-Méndez, Andrea Busto-Castiñeira, Francisco J. González-Castaño:
Automatic explanation of the classification of Spanish legal judgments in jurisdiction-dependent law categories with tree estimators. CoRR abs/2404.00437 (2024) - [i18]Silvia García-Méndez, Francisco de Arriba Pérez, Francisco J. González-Castaño, José Ángel Regueiro-Janeiro, Felipe J. Gil-Castiñeira:
Entertainment chatbot for the digital inclusion of elderly people without abstraction capabilities. CoRR abs/2404.01327 (2024) - [i17]Silvia García-Méndez, Francisco de Arriba Pérez, Ana Barros-Vila, Francisco J. González-Castaño:
Detection of Temporality at Discourse Level on Financial News by Combining Natural Language Processing and Machine Learning. CoRR abs/2404.01337 (2024) - [i16]Silvia García-Méndez, Francisco de Arriba Pérez, Ana Barros-Vila, Francisco J. González-Castaño, Enrique Costa-Montenegro:
Automatic detection of relevant information, predictions and forecasts in financial news through topic modelling with Latent Dirichlet Allocation. CoRR abs/2404.01338 (2024) - [i15]Francisco de Arriba Pérez, Silvia García-Méndez, José Ángel Regueiro-Janeiro, Francisco J. González-Castaño:
Detection of financial opportunities in micro-blogging data with a stacked classification system. CoRR abs/2404.07224 (2024) - [i14]Silvia García-Méndez, Francisco de Arriba Pérez, Ana Barros-Vila, Francisco J. González-Castaño:
Targeted aspect-based emotion analysis to detect opportunities and precaution in financial Twitter messages. CoRR abs/2404.08665 (2024) - [i13]Francisco de Arriba Pérez, Silvia García-Méndez, Fátima Leal, Benedita Malheiro, Juan-Carlos Burguillo:
Exposing and Explaining Fake News On-the-Fly. CoRR abs/2405.06668 (2024) - [i12]Silvia García-Méndez, Francisco de Arriba Pérez, Maria del Carmen Lopez-Perez:
A review on the use of large language models as virtual tutors. CoRR abs/2405.11983 (2024) - [i11]Jaime González-González, Silvia García-Méndez, Francisco de Arriba Pérez, Francisco J. González-Castaño, Óscar Barba Seara:
Explainable automatic industrial carbon footprint estimation from bank transaction classification using natural language processing. CoRR abs/2405.14505 (2024) - [i10]Francisco de Arriba Pérez, Silvia García-Méndez, Francisco J. González-Castaño, Jaime González-González:
Explainable machine learning multi-label classification of Spanish legal judgements. CoRR abs/2405.17610 (2024) - [i9]Francisco de Arriba Pérez, Silvia García-Méndez, Francisco J. González-Castaño, Enrique Costa-Montenegro:
Automatic detection of cognitive impairment in elderly people using an entertainment chatbot with Natural Language Processing capabilities. CoRR abs/2405.18542 (2024) - [i8]Silvia García-Méndez, Francisco de Arriba Pérez, Jaime González-González, Francisco J. González-Castaño:
Explainable assessment of financial experts' credibility by classifying social media forecasts and checking the predictions with actual market data. CoRR abs/2406.11924 (2024) - [i7]Francisco de Arriba Pérez, Silvia García-Méndez, Javier Otero-Mosquera, Francisco J. González-Castaño, Felipe J. Gil-Castiñeira:
Automatic generation of insights from workers' actions in industrial workflows with explainable Machine Learning. CoRR abs/2406.12732 (2024) - [i6]Silvia García-Méndez, Francisco de Arriba Pérez, Francisco J. González-Castaño, Javier Vales-Alonso:
Unsupervised explainable activity prediction in competitive Nordic Walking from experimental data. CoRR abs/2406.12762 (2024) - [i5]Silvia García-Méndez, Francisco de Arriba Pérez, María del Carmen Somoza-López:
Informatics & dairy industry coalition: AI trends and present challenges. CoRR abs/2406.12770 (2024) - [i4]Fátima García-Martínez, Diego Carou, Francisco de Arriba Pérez, Silvia García-Méndez:
Toward data-driven research: preliminary study to predict surface roughness in material extrusion using previously published data with Machine Learning. CoRR abs/2406.14478 (2024) - [i3]Francisco de Arriba Pérez, Silvia García-Méndez, Fátima Leal, Benedita Malheiro, J. C. Burguillo:
Online detection and infographic explanation of spam reviews with data drift adaptation. CoRR abs/2406.15038 (2024) - [i2]Andrea Busto-Castiñeira, Francisco J. González-Castaño, Silvia García-Méndez, Francisco de Arriba Pérez:
Predictability and Causality in Spanish and English Natural Language Generation. CoRR abs/2408.14283 (2024) - [i1]Francisco de Arriba Pérez, Silvia García-Méndez:
Leveraging Large Language Models through Natural Language Processing to provide interpretable Machine Learning predictions of mental deterioration in real time. CoRR abs/2409.03375 (2024)
Coauthor Index
aka: Francisco J. González-Castaño
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