Prof. Dr. Mohammad Isa Irawan, MT

Prof. Dr. Mohammad Isa Irawan, MT

Email mii@its.ac.id
Ruang U.205 A – LAB Pembelajaran Mesin dan Big Data, Gedung U Lantai 2
Profil Scholar Scopus Sinta

Research Interest

  • machine learning
  • data mining
  • decision sciences
  • bioinformatics.

Pendidikan

  • Doctor of Philosophy, Software Engineering & Interactive System Grroup, Department of Informatics, Venna University of Technology – Austria. Title of the thesis “A Framework for Multivariable Forecasting Using Artificial Neural Networks”. (September 1998).
  • Master of Engineering, Control System group, Department of Electrical Engineering, Faculty Graduate Studies, Institut Teknologi Bandung -Indonesia. Title of the thesis “Model Reference Adaptive System for Control Movement of Spacecraft Simulator”. (Maret 1994).
  • Bachelor Degree in Mathematics, University Airlangga – Indonesia. Title of the thesis “Inventory Control System Optimization Model for the Supply of raw materials for paper industry in PT Kertas Leces – Probolinggo “. (April 1988).

Professional membership

  • IAENG
  • INDOMS

Publications (Recent Journals and Conferences)

  1. Reduction in ship fuel consumption and emission by sailing at slow speeds, Journal of Engineering Science and Technology, 2019, 14(6), pp. 3267–3281 |cited count :
  2. A simple genetic algorithm for optimizing multiple sequence alignment on the spread of the sars epidemi, Open Bioinformatics Journal vol. 12, 2019 | cited count : 0
  3. Integrating Data Selection and Extreme Learning Machine for Imbalanced Data , Procedia Computer Science vol. 59, 2015 | cited count : 12
  4. Intelligent irrigation water requirement system based on artificial neural networks and profit optimization, Journal of Theoretical and Applied Information Technology vol. 58, December 2013 | cited count : 6
  5. Neural network-based engine propeller matching (NN-EPM) for trimaran patrol ship, Applied Mechanics and Materials vol. 493, 2014 | cited count : 6
  6. Implementation of non dominated sorting genetic algorithm – Ii (NSGA-II) for multi-objective optimization, Journal of Theoretical and Applied Information Technology vol. 64, June 2014 | cited count : 6
  7. Construction of phylogenetic tree using neighbor joining algorithms to identify the host and the spread of H5N1 viral, Journal of Theoretical and Applied Information Technology vol. 71, 31 January 2015 | cited count : 6
  8. Integrating data selection and extreme learning machine to predict protein-ligand binding site, Journal of Contemporary Engineering Sciences vol. 9, 2016 | cited count : 1
  9. Reverse Transcription-PCR analysis of geranylgeranyl diphosphate synthase (JcGGPPS) in Jatropha curc, AIP Conference Proceedings vol. 1744, 14 June 2016 | cited count : 6
  10. Decomposing and solving capacitated vehicle routing problem (CVRP) using two-step genetic algorithm, Journal of Theoretical and Applied Information Technology vol. 87, 31 May 2016 | cited count : 4
  11. Extreme Learning Machine Method for Dengue Hemorrhagic Fever Outbreak Risk Level Prediction, 2018 International Conference on Smart Computing and Electronic Enterprise, ICSCEE 2018 vol. , 15 November 2018 | cited count : 3