Dr. Hadi Zare Faculty Member, Head of the Lab
Ph.D. in Computer Engineering, Sharif University of Technology, Tehran-Iran, 2011.
M.Sc. degree in Computer Engineering, Sharif University of Technology, Tehran-Iran, 2005.
B.Sc. degree in Computer Engineering, Shiraz University, Shiraz-Iran, 2003.
Description: Machine learning is about developing algorithms that adapt their behaviour to data, to provide useful representations or make predictions. This course is for those wanting to research and develop machine learning methods in future.
Description: Qualitative research is a broad methodological approach that encompasses many research methods. The aim of qualitative research may vary with the disciplinary background, such as a psychologist seeking to gather an in-depth understanding of human behavior and the reasons that govern such behavior. Qualitative methods examine the why and how of decision making, not just what, where, when, or 'who', and have a strong basis in the field of sociology to understand government and social programs.
Description: A graphical model or probabilistic graphical model (PGM) is a probabilistic model for which a graph expresses the conditional dependence structure between random variables. They are commonly used in probability theory, statistics—particularly Bayesian statistics—and machine learning.
Description: Zarkesh zade, Mahdi, Hadi Zare, Zainabolhoda Heshmati Rafsanjani, and Mehdi Teimouri. ''A novel hybrid method for improving ambulance dispatching response time through a simulation study.'' Simulation Modelling Practice and Theory 60, no. 1 (2015): 170-184.
Description: Bijari, Kayvan, Hadi Zare, Hadi Veisi, and Hossein Bobarshad. ''Memory-enriched big bang–big crunch optimization algorithm for data clustering.'' Neural Computing & Applications 27, no. 8 (2016): 1-11.
Description: Zare, Hadi, and Mojtaba Niazi. ''Relevant based structure learning for feature selection.'' Engineering Applications of Artificial Intelligence 55, no. -- (2016): 93-102.
Description: Hajiabadi, Mahdi, Hadi Zare, and Hossein Bobarshad. ''IEDC: An Integrated Approach for Overlapping and Non - overlapping Community Detection.'' Knowledge-Based Systems 123, no. 1 (2017): 188-199.
Description: Riazi, Rouzbeh, Mohammad Asrardel, Maziar Shafaee Roshani, Shidvash Vakilipour, Hadi Zare, and Hadi Veisi. ''A Data Mining Study on Combustion Dynamicsand NOx Emission of a Swirl Stabilized Combustor with Secondary Fuel Injection.'' International Journal of Heavy Vehicle Systems 24, no. 3 (2017): 215-238.