COM3-B1-23
660 12934

Amirhassan MONAJEMI

Senior Lecturer (Educator Track)

  • PhD, Computer Science, Pattern Recognition and Image Processing, University of Bristol, Bristol, England, 2004.
  • MSc, Computer Engineering, Machine Intelligence and Robotics, Shiraz University, Shiraz, Iran, 1994.
  • BSc, Computer Engineering, Hardware, Isfahan University of Technology, Isfahan, Iran, 1991.

Dr Amirhassan Monajemi is a Senior Lecturer with the School of Computing, National University of Singapore (NUS). Prior to joining NUS, he was with the Faculty of Computer Engineering, University of Isfahan, Iran, where he served as a professor of Artificial Intelligence (AI), Machine Learning, and Data Science.He was born in 1968 in Isfahan, Iran. He studied towards his BSc and MSc degrees in Computer Engineering at Isfahan University of Technology (IUT) and Shiraz University, respectively. He obtained his PhD in Computer Engineering, Pattern Recognition and Image Processing, from the University of Bristol, England, in 2005. His research interests include AI, Machine Learning, Machine Vision, the Internet of Things (IoT), Data Science, and their applications. Since 2005, he has taught a range of artificial intelligence courses at both undergraduate and postgraduate levels, including AI, Advanced AI, Expert Systems, Decision Support Systems, Neural Networks, and Cognitive Science. He was awarded the Best University Teacher of the Province in 2012. He has also studied in Learning Management Systems, E-Learning, and workplace E-Learning since 2007. Dr. Monajemi holds several patents in the fields of AI, Machine Vision, and Signal Processing applications, including an AI and machine vision-based driver drowsiness detection system and a low power consuming spherical robot. He has published more than a hundred research papers in peer-reviewed, indexed journals and international conferences (including IEEE, Elsevier, and Springer), and has supervised numerous Data Science, IoT, and AI industrial projects of varying scales. These include the delivery and testing of Isfahan’s intelligent traffic system and a red-light runner detection system. He is experienced across multiple sub-domains of Artificial Intelligence and Machine Learning, from theory to practice, including Deep Learning, Logic, and Optimisation.

RESEARCH AREAS

Artificial Intelligence
  • Decision Making & Planning
  • Machine Learning
  • Computer Vision
Media
  • Computer Vision & Pattern Recognition
  • Multimedia Analytics
  • Social Media Analysis

RESEARCH INTERESTS

  • AI and Machine Learning

  • Artificial Neural Networks and Deep Learning

RESEARCH PROJECTS

RESEARCH GROUPS

TEACHING INNOVATIONS

SELECTED PUBLICATIONS

  • A new hierarchy framework for feature engineering through multi‐objective evolutionary algorithm in text classification, R Asgarnezhad, SA Monadjemi, MS Aghaei Concurrency and Computation: Practice and Experience, e6594, 2021.
  • Memory‐and time‐efficient dense network for single‐image super‐resolution, N Imanpour, AR Naghsh‐Nilchi, A Monadjemi, H Karshenas, K Nasrollahi, IET Signal Processing 15 (2), 141-152, 2021.
  • Multimodal mental health analysis in social media, AH Yazdavar, MS Mahdavinejad, G Bajaj, W Romine, et al. Plos one 15 (4), 2020.
  • The Design and Development of a Dynamic Model of a Low Power Consumption, Two-pendulum Spherical Robot, S Asiri, F Khademianzadeh, A Monadjemi, P Moallem, IEEE/ASME Transactions on Mechatronics, 2019.
  • Iterative Algorithm For Interactive Co-Segmentation Using Semantic Information Propagation, Z Kamranian, ARN Nilchi, A Monadjemi, N Navab, Applied Intelligence 48 (12), 5019-5036, 2018.
  • Visual Tracking In Video Sequences Based On Biologically Inspired Mechanisms, A Sokhandan, A Monadjemi, Computer Vision And Image Understanding, 2018.
  • SWIR based estimation of TIR emissivity of bare soil surfaces using deep conditional generative adversarial network in Landsat data
  • A comparative study on deep feature selection methods for skin lesion classification
  • Visual tracking in video sequences based on biologically inspired mechanisms

AWARDS & HONOURS

  • Best researcher of the university in the field of computer science, University of Isfahan, Iran, 2011

  • Best researcher of the province in the field of engineering, Isfahan, Iran, 2012

COURSES TAUGHT

CS4243
Computer Vision and Pattern Recognition
CS5228
Knowledge Discovery and Data Mining