Publications (52) Luis De La Fuente Valentin publications

2024

  1. Artificial neural networks reconstruct missing perikymata in worn teeth

    Anatomical Record, Vol. 307, Núm. 9, pp. 3120-3138

  2. Comparative analysis of paraphrasing performance of ChatGPT, GPT-3, and T5 language models using a new ChatGPT generated dataset: ParaGPT

    Expert Systems

  3. Prediction of footwear demand using Prophet and SARIMA

    Expert Systems with Applications, Vol. 255

  4. Work in Progress: Student Retention Methodology in Order to Reduce Early Dropout in Online Postgraduate Studies

    IEEE Global Engineering Education Conference, EDUCON

2023

  1. Applicability domains of neural networks for toxicity prediction

    AIMS Mathematics, Vol. 8, Núm. 11, pp. 27858-27900

  2. Hybrid machine learning techniques in the management of harmful algal blooms impact

    Computers and Electronics in Agriculture, Vol. 211

  3. Sentiment analysis methods for politics and hate speech contents in Spanish language: a systematic review

    IEEE Latin America Transactions, Vol. 21, Núm. 3, pp. 408-418

2022

  1. Case of Study in Online Course of Computer Engineering during COVID-19 Pandemic

    Electronics (Switzerland), Vol. 11, Núm. 4

  2. Keyword-Based Processing for Assessing Short Answers in the Educational Field

    Communications in Computer and Information Science

  3. LUD: An Automatic Scoring and Feedback System for Programming Assignments

    Proceedings - 2022 International Conference on Advanced Learning Technologies, ICALT 2022

  4. Semiautomatic Grading of Short Texts for Open Answers in Higher Education

    Communications in Computer and Information Science

  5. Towards the Grade’s Prediction. A Study of Different Machine Learning Approaches to Predict Grades from Student Interaction Data

    IJIMAI, Vol. 7, Núm. 4, pp. 196-204

  6. Using Meta-Learning to predict student performance in virtual learning environments

    Applied Intelligence, Vol. 52, Núm. 3, pp. 3352-3365

2021

  1. A systematic review of the effects of automatic scoring and automatic feedback in educational settings

    IEEE Access, Vol. 9, pp. 108190-108198

  2. Bayesian knowledge tracing for navigation through Marzano’s taxonomy

    IJIMAI, Vol. 6, Núm. 6, pp. 234-239

  3. Self-Regulated Learning in Massive Online Open Courses: A State-of-the-Art Review

    IEEE Access, Vol. 9, pp. 511-528

  4. Technical Due Diligence as a Methodology for Assessing Risks in Start-up Ecosystems

    International Conference on Enterprise Information Systems, ICEIS - Proceedings

  5. Technical Due Diligence as a Methodology for Assessing Risks in Start-up Ecosystems

    ICEIS: PROCEEDINGS OF THE 23RD INTERNATIONAL CONFERENCE ON ENTERPRISE INFORMATION SYSTEMS - VOL 2

  6. Technical due diligence as a methodology for assessing risks in start-up ecosystems: An advanced approach

    Information Processing and Management, Vol. 58, Núm. 5

  7. Web traffic time series forecasting using LSTM neural networks with distributed asynchronous training

    Mathematics, Vol. 9, Núm. 4, pp. 1-22