Faculty of Engineering

Academic Members

Mustafa Mısır completed his Ph.D. in Computer Science at KU Leuven (Belgium) in 2012. After graduation, he worked as a postdoctoral researcher at INRIA Saclay - Universite Paris Sud XI (France), Singapore Management University (SMU) and University of Freiburg (Germany) respectively. He was also a visiting researcher at Zurich University (Switzerland) and Universitat Politècnica de Catalunya (UPC) / BarcelonaTech (Spain). Prior to joining Istinye University, he was a faculty member in College of Computer Science and Technology at Nanjing University of Aeronautics and Astronautics (NUAA), in China.

Research Fields: Artificial Intelligence, Machine learning, Automated Algorithm Design, Data Science, Operations Research

Main Areas: Bilgisayar Bilimleri ve Mühendisliği, 

Wagner Markus,MISIR MUSTAFA,Lindauer Marius,Nallaperuma Samadhi,Hutter Frank. (2018), A case study of algorithm selection for the traveling thief problem, JOURNAL OF HEURISTICS, 24(3), 295-320.
MISIR MUSTAFA,Sebag Michele. (2017), ALORS: An algorithm recommender system, ARTIFICIAL INTELLIGENCE, 244(null), 291-314.
MISIR MUSTAFA,Smet Pieter,Berghe Greet Vanden. (2015), An analysis of generalised heuristics for vehicle routing and personnel rostering problems, JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 66(5), 858-870.
MISIR MUSTAFA,Verbeeck Katja,De Causmaecker Patrıck,Berghe Greet Vanden. (2013), An investigation on the generality level of selection hyper-heuristics under different empirical conditions, APPLIED SOFT COMPUTING, 13(7), 3335-3353.
MISIR MUSTAFA,Verbeeck Katja,De Causmaecker Patrick,Vanden Berghe Greet. (2013), A new hyper-heuristic as a general problem solver: an implementation in HyFlex, JOURNAL OF SCHEDULING, 16(3), 291-311.
Bilgin Burak,Demeester Peter,MISIR MUSTAFA,Vancroonenburg Wim,Vanden Berghe Greet. (2012), One hyper-heuristic approach to two timetabling problems in health care, JOURNAL OF HEURISTICS, 18(3), 401-434.
Burke Edmund K.,Kendall Graham,MISIR MUSTAFA,Ender Özcan. (2012), Monte Carlo hyper-heuristics for examination timetabling, ANNALS OF OPERATIONS RESEARCH, 196(1), 73-90.
MISIR MUSTAFA,Ozcan Ender,Ochoa Gabriela,Burke Edmund K. (2010), A Reinforcement Learning - Great-Deluge Hyper-Heuristic for Examination Timetabling, International Journal of Applied Metaheuristic Computing, 1(1), 39-59.