• Comparison of Clustering Algorithms for Learning Analytics with Educational Datasets 

      Martínez Navarro, Álvaro; Moreno-Ger, Pablo (International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 09/2018)
      Learning Analytics is becoming a key tool for the analysis and improvement of digital education processes, and its potential benefit grows with the size of the student cohorts generating data. In the context of Open ...
    • Mining Pre-Grade Academic and Demographic Data to Predict University Dropout 

      Martínez Navarro, Álvaro; Verdú, Elena ; Moreno-Ger, Pablo (Springer Science and Business Media Deutschland GmbH, 2021)
      Digital transformation is enabling institutions to enhance their processes by using data and technology. In education, digital transformation allows improving the learning experience as well as the institution processes. ...