Curriculum Vitae

DR. MUHAMMAD SHAHREEZA SAFIRUZ BIN KASSIM

Senior Lecturer
  • Department of Artificial Intelligence
    Faculty of Computer Science and Information Technology
  • shahreeza
  • 0379672507

AREAS OF EXPERTISE


  • STATISTICAL MACHINE LEARNING
  • BIOLOGICAL AND MEDICAL SCIENCES

ACADEMIC QUALIFICATION


  • PHD(COMPUTER SCIENCE), (SAINS KOMPUTER)
    Southampton University, UK
  • MSc(Artificial Intelligence), (ARTIFICIAL INTELLIGENCE)
    Southampton University, UK
  • BEng(Electrical,Electronics and Information Engineering), (ELECTRICAL,ELECTRONICS AND INFORMATION ENGINEERING)
    The Technological University of Nagaoka

ADMINISTRATIVE DUTIES


  • Committee member of Think Tank Talent Recruitment
    18 Nov 2019 - 18 Nov 2022 (Faculty)
  • Pensyarah Modul Bagi Program Mobiliti (Inbound)
    08 Sep 2020 - 07 Sep 2022 (Faculty)
  • Ahli Jawatankuasa Special Interest Group (SIG) on COVID-19 ASM-FSKTM
    10 Aug 2020 - 09 Aug 2021 (Faculty)
  • Ahli Jawatankuasa Surau dan Kerohanian FSKTM
    24 Jun 2020 - 23 Jun 2021 (Faculty)
  • Panel Penilai Projek Akademik 1 dan 2, Semester 1 Sesi 2020/2021
    07 Dec 2020 - 01 May 2021 (Faculty)
  • Pemeriksa Dalam Bagi Peperiksaan Semester 1 Sesi 2020/2021
    04 Dec 2020 - 31 Jan 2021 (Faculty)
  • Committee member of UM Alumni Back to Faculty Program
    05 Feb 2020 - 02 Sep 2020 (Faculty)
  • Committee member of Malaysia AI Consortium: AI for Schools program
    05 Mar 2020 - 12 Mar 2020 (National)
  • Dean's Cup Department Advisor
    29 Nov 2019 - 28 Feb 2020 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • Internal Auditor (Teras PT1)
    24 Oct 2019 - 25 Nov 2019 (Faculty)

PUBLICATIONS


Article in Journal
WoS
  1. Kasim, Sazzli; Malek, Sorayya; Cheen, Song; Safiruz, Muhammad Shahreeza; Ahmad, Wan Azman Wan; Ibrahim, Khairul Shafiq; Aziz, Firdaus; Negishi, Kazuaki; Ibrahim, Nurulain (2022). In-hospital risk stratification algorithm of Asian elderly patients, SCIENTIFIC REPORTS. 12(1). doi:10.1038/s41598-022-18839-9
  2. Kasim, Sazzli; Malek, Sorayya; Song, Cheen; Ahmad, Wan Azman Wan; Fong, Alan; Ibrahim, Khairul Shafiq; Safiruz, Muhammad Shahreeza; Aziz, Firdaus; Hiew, Jia Hui; Ibrahim, Nurulain (2022). In-hospital mortality risk stratification of Asian ACS patients with artificial intelligence algorithm, PLOS ONE. 17(12). doi:10.1371/journal.pone.0278944
  3. Saeed, Talha; Loo, Chu Kiong; Kassim, Muhammad Shahreeza Safiruz (2022). Ensembles of Deep Learning Framework for Stomach Abnormalities Classification, CMC-COMPUTERS MATERIALS & CONTINUA. 70(3), 4357-4372. doi:10.32604/cmc.2022.019076
  4. Mahmood, Atif; Kiah, Miss Laiha Mat; Z'aba, Muhammad Reza; Qureshi, Adnan N.; Kassim, Muhammad Shahreeza Safiruz; Hasan, Zati Hakim Azizul; Kakarla, Jagadeesh; Amiri, Iraj Sadegh; Azzuhri, Saaidal Razalli (2020). Capacity and Frequency Optimization of Wireless Backhaul Network Using Traffic Forecasting, IEEE ACCESS. 8, 23264-23276. doi:10.1109/ACCESS.2020.2970224
Others
  1. Saeed, T., Loo, C. K., & Kassim, M. S. S. (2022). Ensembles of Deep Learning Framework for Stomach Abnormalities Classification. CMC-COMPUTERS MATERIALS & CONTINUA, 70(3), 4357-4372.

RESEARCH PROJECT


National
  1. 2021 - 2024, Fundamental Research Grant Scheme (FRGS)
    New Hybrid Time-Varying Deep Classification Model with Optimized Hyperparameters on Behavioral Malware Analysis and Intrusion System over IP Core Network., Universiti Teknologi Mara (UITM) ( Co-Researcher)

ACADEMIC/PROF. SERVICES


Evaluation
  1. Editorial Board Journal of Smart System Research (Sakarya University of Applied Sciences, Turkey), (Editor)

SUPERVISION


Postgraduate Student
Master
  1. (2020) Segmentation & Classification of GI Tract Diseases An Intergrated Design of Classical Deep Learning Features, Talha Saeed
  2. (2020) Imbalance Classification of Student Performance Incorporating Sampling Methods, Chin Wai Zhen
  3. (2019) Parameter Estimation And Analysis Of A Social Amoeba'S Model To Understand Fold Change Detection Property, Fairoze Abu Hassan
Under Graduate Students
  1. (2019) Prediction of demand and optimizing resources allocation during COVID-19
  2. (2019) Clustering and prediction of researcher's expertise

TEACHING


Bachelor
  1. (2020) WIA1004 - Fundamentals of Artificial Intelligence
  2. (2020) WIX1001 - Computing Mathematics I
  3. (2020) WIX3001 - Soft Computing
  4. (2019) WIA1002 - Data Structure
  5. (2019) WIA2003 - Probability and Statistics
  6. (2019) WIB1002 - Data Structure