Publications by the researcher in collaboration with Zoila de Lourdes Ruiz Chávez (8)

2019

  1. Compressed kNN: K-nearest neighbors with data compression

    Entropy, Vol. 21, Núm. 3

2018

  1. Categorical Big Data Processing

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

  2. Data pre-processing to apply multiple imputation techniques: A case study on real-world census data

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

  3. Low level big data compression

    IC3K 2018 - Proceedings of the 10th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management

  4. Low level big data processing

    IC3K 2018 - Proceedings of the 10th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management

  5. Machine Learning Methods Based Preprocessing to Improve Categorical Data Classification

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

2017

  1. A survey of machine learning methods for big data

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

  2. Big data infrastructure: A survey

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