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Research interests

  • Artificial intelligence
  • Machine learning
  • Evolutionary algorithms

Teaching

  • Evolutionary computing (graduate)
  • Software Engineering (undergraduate)
  • Programming 2 (undergraduate)

A member of:

DeShPet Lab
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Papers

  • Otović, E., Njirjak, M., Kalafatovic, D., Mauša, G. (2022). Sequential Properties Representation Scheme for Recurrent Neural Network-Based Prediction of Therapeutic Peptides. In Journal of Chemical Information and Modeling. American Chemical Society (ACS). Q1 (IF 6.162)
  • Njirjak, M., Otović, E., Jozinović, D., Lerga J., Mauša, G., Michelini, A., S̆tajduhar, I. (2022). The Choice of Time–Frequency Representations of Non-Stationary Signals Affects Machine Learning Model Accuracy: A Case Study on Earthquake Detection from LEN-DB Data. Mathematics, 10 (6), 965, Q1 EXC (IF 2.592)
  • Otović, E., Njirjak, M., Jozinović, D., Mauša, G., Michelini, A., S̆tajduhar, I. (2021). Intra-domain and cross-domain transfer learning for time series data–How transferable are the features?. Knowledge-Based Systems, 107976., Q1 (IF 8.139)
  • Otović, E., Njirjak, M., Žužić, I., Kalafatovic, D., Mauša, G. (2020). Genetic Algorithm Parametrization for Informed Exploration of Short Peptides Chemical Space. In 2020 International Conference on Software, Telecommunications and Computer Networks (SoftCOM) (pp. 1-3). IEEE.
  • Njirjak, M., Otović, E., Budimir, M., Vlahović, H., Tomić, M., & Marijančić, V. (2020). Smartphone Based Range of Motion Measurement in Physiotherapy. In 2020 43rd International Convention on Information, Communication and Electronic Technology (MIPRO) (pp. 197-202). IEEE.

Awards

  • Dean's award for excellence, 2020.
  • Dean's award for excellence, 2019.
  • Dean's award for excellence, 2016.