Publications by the researcher in collaboration with Guido Sciavicco (23)

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. Finite satisfiability of interval temporal logic formulas with multi-objective metaheuristics

    Journal of Multiple-Valued Logic and Soft Computing, Vol. 28, Núm. 2-3, pp. 217-249

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

    Neurocomputing, Vol. 234, pp. 75-92

  3. Unsupervised feature selection for interpretable classification in behavioral assessment of children

    Expert Systems, Vol. 34, Núm. 4

2015

  1. Attribute selection via multi-objective evolutionary computation applied to multi-skill contact center data classification

    Proceedings - 2015 IEEE Symposium Series on Computational Intelligence, SSCI 2015

2013

  1. Finite satisfiability of propositional interval logic formulas with multi-objective evolutionary algorithms

    FOGA 2013 - Proceedings of the 12th ACM Workshop on Foundations of Genetic Algorithms

  2. Spatial reasoning with rectangular cardinal relations: The convex tractable subalgebra

    Annals of Mathematics and Artificial Intelligence, Vol. 67, Núm. 1, pp. 31-70

2009

  1. Quality checking of medical guidelines using interval temporal logics: A case-study

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

2007

  1. A new modal logic for reasoning about space: Spatial propositional neighborhood logic

    Annals of Mathematics and Artificial Intelligence, Vol. 51, Núm. 1, pp. 1-25

  2. Consistency Checking of Basic Cardinal Constraints over Connected Regions

    20TH INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE

  3. Consistency checking of basic cardinal constraints over connected regions

    IJCAI International Joint Conference on Artificial Intelligence