Publications by the researcher in collaboration with MANUEL MENDEZ HURTADO (10)

2024

  1. An Evolutionary Algorithm and a Clustering Technique to Select Good Subsets of Test for Finite State Machines

    Communications in Computer and Information Science

  2. Combining Metamorphic Testing and Machine Learning to Enhance OpenStreetMap

    IEEE Transactions on Reliability

  3. Handling Null Values in SQL Queries on Relational Databases

    2024 10th International Conference on Engineering, Applied Sciences, and Technology, ICEAST 2024

  4. Testing the Robustness of Machine Learning Models Through Mutations

    Communications in Computer and Information Science

2023

  1. Improving the Expected Goal Value in Football Using Multilayer Perceptron Networks

    Communications in Computer and Information Science

  2. Long-term traffic flow forecasting using a hybrid CNN-BiLSTM model

    Engineering Applications of Artificial Intelligence, Vol. 121

  3. Machine learning algorithms to forecast air quality: a survey

    Artificial Intelligence Review, Vol. 56, Núm. 9, pp. 10031-10066

  4. Metamorphic testing of chess engines

    Information and Software Technology, Vol. 162

2022

  1. Using Deep Learning to Detect Anomalies in Traffic Flow

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  2. Using Deep Transformer Based Models to Predict Ozone Levels

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)