Publications in collaboration with researchers from University of Maribor (9)

2024

  1. Autoencoder Framework for General Forecasting

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

  2. Long-term temperature prediction with hybrid autoencoder algorithms

    Applied Computing and Geosciences, Vol. 23

  3. NarmViz: A novel method for visualization of time series numerical association rules for smart agriculture

    Expert Systems, Vol. 41, Núm. 3

  4. Prediction of Extreme Wave Heights via a Fuzzy-Based Cascade Ensemble Model

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

2023

  1. A comprehensive review of visualization methods for association rule mining: Taxonomy, challenges, open problems and future ideas

    Expert Systems with Applications, Vol. 233

  2. Time series numerical association rule mining variants in smart agriculture

    Journal of Ambient Intelligence and Humanized Computing, Vol. 14, Núm. 12, pp. 16853-16866

2022

  1. Profiling the Arion rufus snails with computer vision

    IEEE Joint 22nd International Symposium on Computational Intelligence and Informatics and 8th International Conference on Recent Achievements in Mechatronics, Automation, Computer Science and Robotics, CINTI-MACRo 2022 - Proceedings

  2. Time Series Numerical Association Rule Mining for assisting Smart Agriculture

    International Conference on Electrical, Computer, and Energy Technologies, ICECET 2022

2021

  1. New perspectives in the development of the artificial sport trainer

    Applied Sciences (Switzerland), Vol. 11, Núm. 23