TS. DR. MOHD IZHAM BIN MOHD JAYA

	Contact No. : +6095492310 Gender : MALE Nationality : MALAYSIA Current Positon : DS51-A-PENSYARAH UNIVERSITI E-Mail : izhamjaya@ump.edu.my
ACADEMIC QUALIFICATION
. 2018 : IJAZAH KEDOKTORAN (DOCTORAL DEGREE), UNIVERSITI PUTRA MALAYSIA . 2007 : IJAZAH SARJANA (MASTERS DEGREE), UNIVERSITI SAINS MALAYSIA . 2005 : IJAZAH SARJANA MUDA (BACHELOR DEGREE), UNIVERSITI SAINS MALAYSIA . 2000 : SPM,
EXPERTISE
EXPERT AREA MAJOR YEARS OF EXPERTISE LEVEL ARTIFICIAL INTELLIGENCE MACHINE LEARNING/ PREDICTIVE MODELLING 5 TINGGI ICT POLICIES ICT POLICIES FOR PUBLIC SECTOR 2 TINGGI INFORMATION MANAGEMENT DATA QUALITY / DATA IMPUTATION 7 SANGAT TINGGI
EMPLOYMENT HISTORY
EMPLOYER POST JOIN DATE RESIGN DATE STATUS Universiti Sains Malaysia PEGAWAI PENYELIDIK 02/01/2007 31/03/2007 SEMENTARA Public Bank Berhad ANALYST PROGRAMMER 17/04/2007 12/10/2007 TETAP Bhg. Teknologi Maklumat, Jabatan Pengangkutan Jalan Malaysia PENOLONG PENGARAH 21/10/2007 12/09/2014 TETAP Bahagian Reformasi Sektor Awam, Mampu, Jabatan Perdana Menteri PENOLONG PENGARAH KANAN 12/09/2018 01/11/2019 TETAP
RESEARCH
NO. TITLE ROLE START DATE END DATE STATUS 1. ANOMALY DATA DETECTION IN RFID DATA STREAM MONITORING SYSTEM USING HASH BASED APPROACH (RDU242734) Member 03-JUN-2024 02-JUN-2025 Sedang Berjalan 2. ANOMALY DATA DETECTION IN RFID DATA STREAM MONITORING SYSTEM USING HASH BASED APPROACH (UIC241536) Member 03-JUN-2024 02-JUN-2025 Sedang Berjalan 3. FORMULATION OF DATA QUALITY INDEX BASED ON WEIGHTED LINEAR AVERAGE MODEL FOR LOW-COST SENSORS NETWORK (RDU242708) Leader 22-APR-2024 21-APR-2025 Sedang Berjalan 4. FORMULATION OF DATA QUALITY INDEX BASED ON WEIGHTED LINEAR AVERAGE MODEL FOR LOW-COST SENSORS NETWORK (UIC241510) Leader 22-APR-2024 21-APR-2025 Sedang Berjalan 5. ENERGY EFFICIENT IN CLUSTER HEAD AND RELAY NODE SELECTION FOR WSN-IOT Member 01-OCT-2022 30-SEP-2024 Sedang Berjalan 6. PRIVACY-PRESERVING IN PUBLISHING BIG DATA USING AN IMPROVED SLICING-BASED METHOD AND THE HYBRID FUZZY-JAYA OPTIMIZATION ALGORITHM Member 01-SEP-2022 31-AUG-2024 Sedang Berjalan 7. SIGMA: AN IOT CONTROLLED ENVIRONMENT SYSTEM FOR A GREEN LEAFY VEGETABLE FACTORY Leader 01-MAR-2022 29-FEB-2024 Tamat (Perlu hantar laporan akhir) 8. FORMULATION OF A DIGITAL WELL-BEING ASSESSMENT MODEL FOR QUALITY ASSURANCE INDICATOR IN MALAYSIA HIGHER EDUCATION USING STRUCTURAL EQUATION MODELING (SEM) Member 07-SEP-2021 06-SEP-2023 Tamat (Perlu hantar laporan akhir) 9. FORMULATION OF TRUST SCORE METRIC FOR RESOLVING NUMERICAL DATA CONFLICTS FROM MULTIPLE WEB SOURCES Leader 07-SEP-2021 06-SEP-2023 Tamat (Perlu hantar laporan akhir) 10. CYBERCRIME BEHAVIOR ANALYSIS DURING COVID19 PANDEMIC Member 15-APR-2021 14-APR-2023 Tamat (Perlu hantar laporan akhir) 11. FORMATION OF A MANUAL CORRECTION MODEL AS SOURCE OF IMPLICIT USER FEEDBACK IN IMPROVING THE QUALITY OF PAY-AS-YOU-GO DATA INTEGRATION Member 23-DEC-2020 22-DEC-2022 Tamat (Laporan akhir dikembalikan dan perlu dihantar semula) 12. DIABETIC RETINOPATHY DETECTION BASED ON DEEP LEARNING Member 23-DEC-2020 22-DEC-2022 Tamat (Laporan akhir dalam semakan) 13. TRACK ME - A GEOFENCE ALERTS APPLICATION WITH GPS TRACKING FOR CHILDREN MONITORING Leader 01-DEC-2020 01-JUL-2021 Tamat (Tutup Projek) 14. TRUST-BASED COLD DECK IMPUTATION USING MULTIPLE WEB DONORS FOR MISSING VALUES PROBLEM Leader 15-OCT-2020 14-OCT-2022 Tamat (Perlu hantar laporan akhir) 15. The development of data Quality Management Framework for Malaysian Government open data platform Leader 24-DEC-2019 23-MAR-2022 Tamat (Perlu hantar laporan akhir)
PUBLICATION
TYPE PUBLICATION TARIKH PENERBITAN TYPE OF CONTRIBUTION REFEREED PUBLICATION JOURNAL Machine Learning in Dam Water Research: An Overview of Applications and Approaches 15/04/2020 25% - penulisan dan suntingan JOURNAL Systematic Review of Data Quality Research 15/11/2019 100% JOURNAL A Review of Data Quality Research in Achieving High Data Quality Within Organization 30/06/2017 100% JOURNAL Replacing missing values using trustworthy data values from web data sources 11/09/2017 100%