Publications in collaboration with researchers from University of Ferrara (11)

2022

  1. Three-objective constrained evolutionary instance selection for classification: Wrapper and filter approaches

    Engineering Applications of Artificial Intelligence, Vol. 107

2021

  1. A time series forecasting based multi-criteria methodology for air quality prediction

    Applied Soft Computing, Vol. 113

  2. Multi-Objective Evolutionary Simultaneous Feature Selection and Outlier Detection for Regression

    IEEE Access, Vol. 9, pp. 135675-135688

2020

  1. Lag variables in nitrogen oxide concentration modelling: A case study in Wrocław, Poland

    Atmosphere, Vol. 11, Núm. 12, pp. 1-15

  2. Simple Versus Composed Temporal Lag Regression with Feature Selection, with an Application to Air Quality Modeling

    IEEE Conference on Evolving and Adaptive Intelligent Systems

2019

  1. Multiobjective Evolutionary Feature Selection for Fuzzy Classification

    IEEE Transactions on Fuzzy Systems, Vol. 27, Núm. 5, pp. 1085-1099

  2. Multiobjective evolutionary feature selection and fuzzy classification of contact centre data

    Expert Systems, Vol. 36, Núm. 3

  3. Predicting the Risk of Academic Dropout with Temporal Multi-Objective Optimization

    IEEE Transactions on Learning Technologies, Vol. 12, Núm. 2, pp. 225-236

2018

  1. Multi-objective evolutionary rule-based classification with categorical data

    Entropy, Vol. 20, Núm. 9

  2. Towards semi-Automatic human performance evaluation: The case study of a contact center

    Intelligent Data Analysis, Vol. 22, Núm. 4, pp. 867-880

2017

  1. Multi-objective evolutionary feature selection for online sales forecasting

    Neurocomputing, Vol. 234, pp. 75-92