Staff Profile

Full NameDr. SABARIAH BINTI SAHARAN
FacultyFAKULTI SAINS GUNAAN DAN TEKNOLOGI
DepartmentPANEL BIDANG STATISTIK
Email
Designation DS52 - PENSYARAH KANAN
  PENYELIDIK UTAMA
DATA ANALYTICS, SCIENCES AND MODELING (DASM)
FAKULTI SAINS GUNAAN DAN TEKNOLOGI
  KETUA JABATAN
JABATAN MATEMATIK DAN STATISTIK
FAKULTI SAINS GUNAAN DAN TEKNOLOGI

Field of Expertise

Field Category (KPT) MATHEMATICAL SCIENCES
Field (KPT) Applied Statistics
Field of Specialization (KPT) Other Applied Statistics n.e.c.

Areas of Research Interest

1. Genetic Algorithms
2. Multivariate Analysis
3. Data Mining

Academic Qualification

YearQualificationInstitution
2016 STATISTIK University of Canterbury
2004 SARJANA STATISTIK UNIVERSITI KEBANGSAAN MALAYSIA
2002 SARJANA MUDA STATISTIK UNIVERSITI TEKNOLOGI MARA
2000 DIPLOMA STATISTIK UNIVERSITI TEKNOLOGI MARA

Professional Appointments

DS52 - Pensyarah Kanan

Management Experience

DateDescription
01/01/2021 - 31/12/2022 Ketua Jabatan
Fakulti Sains Gunaan dan Teknologi, Jabatan Matematik dan Statistik
01/01/2021 - 31/12/2021 Penyelidik Utama
Fakulti Sains Gunaan dan Teknologi, Data Analytics, Sciences and Modeling (DASM)
16/07/2008 - 15/07/2010 Ketua Makmal
Fakulti Sains, Teknologi Dan Pembangunan Insan, Jabatan Sains Dan Matematik
16/07/2006 - 15/07/2008 Ketua Makmal
Pusat Pengajian Sains

Professional Societies

YearDescriptionRoleLevel
01/01/2017 - 31/12/2017 Malaysian Association of *PBL Practitioners (MyPBL)
Member Kebangsaan

Teaching Experience

YearDescriptionLevel
2019 Techniques in Data Mining (BWB44603), Sesi 20192020 Semester 1, UTHM University
2019 Probability and Statistics I (BWB10403), Sesi 20192020 Semester 1, UTHM University
2019 Advanced Data Mining (BWB43403), Sesi 20192020 Semester 1, UTHM University
2018 Statistics for Quality Improvement [BWB31903] Sesi 20182019 Semester 1, UTHM University
2018 Industrial Quality Control [BWB31403] Sesi 20182019 Semester 1, UTHM University
2018 Advanced Data Mining [BWB43403] Sesi 20182019 Semester 1, UTHM University
2017 Advanced Data Mining [BWB43403] Sesi 20172018 Semester 1, UTHM University
2017 Statistics and Probability I [BWB10103] Sesi 20172018 Semester 1, UTHM University
2017 Introduction to Data Mining [BWB43303] Sesi 20172018 Semester 2, UTHM University
2016 Statistics for Technology [BWD10402] Sesi 20162017 Semester 2, UTHM University
2016 Introduction to Data Mining [BWB43303] Sesi 20162017 Semester 2, UTHM University
2016 Business Data Processing, [BWB43603] Sesi 20162017 Semester 1, UTHM University
2016 Advanced Data Mining [BWB43403] Sesi 20162017 Semester 1, UTHM University
2015 Business Data Processing [BWB43603] Sesi 20152016 Semester 1, UTHM University
2015 Introduction to Data Mining [BWB43303] Sesi 20152016 Semester 2, UTHM University
2015 Introduction to Statistics [BWJ10703] Sesi 20152016 Semester 2, UTHM University
2015 Advanced Data Mining [BWB43403] Sesi 20152016 Semester 1, UTHM University
2014 Introduction to Statistics [BWJ10703]Sesi 20142015, Semester 2, UTHM University
2014 Statistics for Quality Improvement [BWB31903] Sesi 20142015 Semester 1, UTHM University
2014 Introduction to Data Mining [BWB43303] Sesi20142015 Semester 2, UTHM University

Research Grants And Contracts

CodeTitleDesignationEnd Date
H785 A PROPOSED ALGORITHM OF RANDOM VECTOR IN MEASURING THE BEHAVIOUR OF BURSA MALAYSIA STOCK MARKET DURING COVID-19 OUTBREAK Ahli 14/11/2022
H846 A New Multivariate Analysis Based On Symmetric Component From Asymmetric Matrix Ahli 14/11/2022
M051 Pembangunan Simulator Kenaikan Pangkat UTHM Ahli 30/06/2022
M052 Kajian Persepsi Staf Akademik UTHM Terhadap Pelaksanaan LNPT dan Laluan Kerjaya yang Terbaru Ketua 30/06/2022
H529 AN IMPROVED OF DECISION TREE CLASSIFICATION ALGORITHM WITH IMPUTATION METHOD FOR MISSING DATA Ketua 31/05/2022
K177 Adaptive Turning Point Error for Artificial Neural Network Forecasting on Bursa Malaysia Stock Market Ahli 31/05/2022
U900 A New Genetic Algorithm for Imbalanced Class Data Sets Ketua 31/08/2019
U902 An Analysis of Incoming and Outcoming Traffic Burden on PLUS Highway Network Using Social Network Analysis Ahli 31/08/2019
0282 Kajian Kerjaya Graduan Lepasan Kolej Teknologi Tun Hussein Onn Ahli 31/03/2009
0354 Perbandingan Prestasi Pelajar di UTHM Menggunakan Pendekatan Model Bayesian Berhierarki Ketua 30/10/2008

Publications

Book Chapters
M.ASRUL AFENDI ABDULLAH, MARIA ELENA NOOR, SABARIAH SAHARAN
(2018) Application Of Classification And Regression Tree In Subscription Of Term Deposit , Statistical Analysis And Its Application, UTHM , 1, ISBN:9789672216056
General Publications
Maria Elena Nor, Sabariah Saharan, Dr. Mohd Asrul Affendi Bin Abdullah
(2020) Bwb22003 Industrial Reliability, UTHM , 1, ISBN:-
Maria Elena bt Nor, Rohayu bt Mohd Salleh, Norziha bt Che Him, Norhaidah bt Mohd Asrah, Sabariah bt Saharan, Kamil bin Khalid Nafisah @ Kamariah bt Md. Kamaruddin
(2019) Bwm 22502 Statistics For Engineering Technology, UTHM , 1, ISBN:-
Maria Elena bt Nor, Mohd Saifullah bin Rusiman Suliadi Firdaus bin Sufahani Rohayu bte Mohd Salleh Norhaidah bte Mohd Asrah Sabariah bte Saharan Hamizah bte Mohd Safuan
(2018) Bwb 32003 Industrial Reliability, UTHM , 1, ISBN:-
Maria Elena bt Nor, Nurul Asmaa Izzati bte Mohamad, Mohd Saifullah bin Rusiman, Suliadi Firdaus bin Sufahani, Rohayu bte Mohd Salleh, Norhaidah bte Mohd Asrah, Sabariah bte Saharan, Hamizah bte Mohd Safuan
(2018) Bwb 32003 Industrial Reliability, UTHM , 1, ISBN:-
Norziha Che Him
(2010) Statistics For Management, UTHM
KAMIL KHALID
(2009) Engineering Statistics (Bsm 2922), UTHM
Sabariah Binti Saharan
(2009) Statistics (Dsm 2932), UTHM
Journal
Nur Atiqah Hamzah, Sabariah Saharan, Khuneswari A/P Gopal Pillay
(2020) Classification Of Breast Cancer Data For Recurrence Identification With Decision Tree Approach, INTERNATIONAL JOURNAL OF SOLID STATE TECHNOLOGY, SOLID STATE TECHNOLOGY , 10, 1903, ISSN:0038111X
Sabariah Saharan, Wong Yu Xian and Roberto Baragona
(2018) A Cluster Analysis For Binary Data Using Genetic Algorithms, INTERNATIONAL JOURNAL OF ENGINEERING & TECHNOLOGY, Science Publishing Corporation , 11, 550, ISSN:2227524X
Sabariah Saharan, Roberto Baragona, Maria Elena Nor, Rohayu Mohd Salleh, Norhaidah mohd Asrah
(2018) Clustering For Binary Data Sets By Using Genetic Algorithm-Incremental K-Means, JOURNAL OF PHYSICS: CONFERENCE SERIES, IOP Publishing Ltd , 4, 1, ISSN:17426596
Maria Elena Binti Nor, Mohd Saifullah Rusiman, Suliadi Firdaus Sufahani, Mohd Asrul Affendi Abdullah and Sathwinee A/P Bataraja
(2018) Deseasonalisation In Electricity Load Forecasting , INTERNATIONAL JOURNAL OF ENGINEERING & TECHNOLOGY, Science Publishing Corporation , 11, 448, ISSN:2227524X
Maria Elena Nor, Sabariah Saharan, Lok See Lin, Rohayu Mohd Salleh, Norhaidah Mohd Asrah1
(2018) Forecasting Of Unemployment Rate In Malaysia Using Exponential Smoothing Methods, INTERNATIONAL JOURNAL OF ENGINEERING & TECHNOLOGY (IJET), Science Publishing Corporation , 11, 451, ISSN:2227524X
Diyana Izyan Amir Hamzah, Maria Elena Nor, Sabariah Saharan, Noor Fariza Mohd Hamdan, Nurul Asmaa Izzati Nohamad
(2018) Malaysia Tourism Demand Forecasting Using Box-Jenkins Approach, INTERNATIONAL JOURNAL OF ENGINEERING & TECHNOLOGY, SCIENCE PUBLISHING CORPORATION , 11, 454, ISSN:2227524X
Rohayu Mohd Salleh, Ng Jin Chuan, Sabariah Saharan
(2018) Monitoring Process Variability And Root Cause Analysis In Paper Box Production, INTERNATIONAL JOURNAL OF ENGINEERING & TECHNOLOGY, Science Publishing Corporation , 11, 492, ISSN:2227524X
Maria Elena Nor, Azme Khamis, Sabariah Saharan, Mohd Asrul Affendi Abdullah, Rohayu Mohd Salleh, Norhaidah Mohd Asrah, Kamil Khalid, Fazlina Aman, Mohd Saifullah Rusiman, Harliana Halim, Muhammad Hisyam Lee, Eliza Nor
(2016) Malaysia Tourism Demand Forecasting By Using Time Series Approaches, THE SOCIAL SCIENCES, MEDWELL JOURNALS , Medwell Journals , 11, 2938, ISSN:1818-5800
Prosiding / Seminar
Sabariah Saharan, Prof Roberto Baragona
(2017) A Cluster Analysis On Road Traffic Accidents Using Genetic Algorithms, AIP Publishing , 1, ISBN:97807354149

Supervision

YearDescriptionRole
2019 Supervisor for Nur Atiqah binti Hamzah, PHD, UTHM, An Improved of Decision Tree Classification Algorithm with imputation method for missing data Supervisor
2019 Supervisor for Chai Wei Wei, Bachelor Degree in Industrial Statistics, UTHM, Fault Diagnosis of Water Pump at Panchor 1 Water Treatment Plant Through Clustering Analysis Supervisor
2019 Supervisor for Lee Sin Min, Bachelor Degree in Industrial Statistics, UTHM, An Analysis of Pump Failure Mode at Panchor 1 Water Treatment Plant using Classification Tree Supervisor
2019 Supervisor of Chong Xin Yi, Bachelor Degree of Industrial Statistics, UTHM, An Analysis of Raw Water Quality at Pachor 1 Water Treatment Plant using Classification Tree Supervisor
2019 Supervisor for Nur Badriah binti Harun, Master of Science, UTHM, Assessing Muar River Water Quality using Water Quality Index Approaches: Case Study of Pachor River Supervisor
2017 Supervisor for Nurul Haida binti Azahar, Degree, UTHM 2017 Supervisor
2017 Supervisor for Wong Yu Xian, Degree, UTHM 2017 Supervisor
2017 Supervisor for Tey Qing Xiang, Degree, UTHM 2017 Supervisor
2016 Supervisor for Tan Shu Zhen, Degree, UTHM 2016 Supervisor
2016 Supervisor for Lim Hui Ying, Degree, UTHM 2016 Supervisor
2016 Supervisor for Tan Hoi Wen, Degree, UTHM 2016 Supervisor
2016 Supervisor for Gou Yeek Teen, Degree, UTHM, 2016 Supervisor
2014 Supervisor for Siti Aisyah binti Mohd Padzil, Degree, UTHM, 2014 Supervisor
2014 Supersivor for Nur Atiqah binti Hamzah, Degree, UTHM, 2014 Supervisor
2014 Supervisor for Nurul Syafiqah binti Azmi, Degree, UTHM, 2014 Supervisor

Extension & Public Services

YearDescriptionLevel
2017 STEM FESTIVAL, MINISTRY OF HIGHER EDUCATION, MALAYSIA, UTHM, 2017 National
2017 STEM ROAD TOUR, MINISTRY OF HIGHER EDUCATION, UTHM PAGOH, 2017 National
2016 STEM ROAD TOUR, MINISTRY OF HIGHER EDUCATION, KLUANG JOHOR, 2016 National

Courses & Training

YearDescription
Organiser / Venue
Date
2021 WEBINAR I-TALK@PTTA: THE ART OF WRITING SCIENTIFIC PAPERS AND PROPOSAL
UTHM / GOOGLE MEET
25/08/2021
2021 PROGRAM KEPIMPINAN BERSIRI KEISSWA FAKULTI SAINS GUNAAN DAN TEKNOLOGI UTHM
UTHM / GOOGLE MEET
12/08/2021
2021 SESI TAKLIMAT PERLAKSANAAN PROGRAM SEKOLAH ANGKAT
UTHM / APLIKASI ZOOM
12/08/2021
2021 KURSUS PENGURUSAN KEWANGAN EKSEKUTIF DAN KELESTARIAN KEWANGAN
PEJABAT PENDAFTAR,UTHM / GOOGLE MEET
08/08/2021 - 09/08/2021
2021 PROGRAM BICARA AKADEMIA : KEMURUNGAN DAN DEPRESI DI KALANGAN AKADEMIA DAN PELAJAR - SITUASI SEMASA DAN APA TINDAKAN KITA
UTHM / Webinar
27/07/2021
2021 JOINT WEBINAR IN MATHEMATICS (ANJURAN CERCOM UHTM DAN JABATAN MATEMATIK, UNIVERSITAS PAKUAN INDONESIA)
UTHM / PLATFORM ZOOM
05/07/2021
2021 MICROSOFT OFFICE SPECIALIST TRAIN THE TRAINER PROGRAM: MICROSOFT INNOVATIVE EDUCATOR
UTHM / Online
31/05/2021 - 02/06/2021
2021 MICROSOFT OFFICE SPECIALIST TRAIN THE TRAINER PROGRAM: EXCEL ASSOCIATE
UTHM / Online
30/05/2021 - 31/05/2021
2021 MICROSOFT OFFICE SPECIALIST TRAIN THE TRAINER PROGRAM: POWERPOINT ASSOCIATE
UTHM / Online
23/05/2021 - 24/05/2021
2021 MICROSOFT OFFICE SPECIALIST TRAIN THE TRAINER PROGRAM: WORD ASSOCIATE
UTHM / Online
17/05/2021 - 18/05/2021
2021 SUBMIT COPYRIGHT IN 1 HOUR
UTHM / GOOGLE MEET
11/04/2021
2021 PROGRAM KEPIMPINAN BERSIRI KEISSWA FAKULTI SAINS GUNAAN DAN TEKNOLOGI UNIVERSITI TUN HUSSEIN ONN MALAYSIA
UTHM / GOOGLE MEET
16/03/2021
2021 PROGRAM KEPIMPINAN BERSIRI KEISSWA FAKULTI SAINS GUNAAN DAN TEKNOLOGI UNIVERSITI TUN HUSSEIN ONN MALAYSIA
UTHM / GOOGLE MEET
11/03/2021
2021 TAKLIMAT PENYEDIAAN DOKUMEN PERANCANGAN KULIAH (RPP-04), TABLE OF SPECIFICATION (TOS) DAN CONTINUAL QUALITY IMPROVEMENT (CQI) SEMESTER II SESI 2020/2021
UTHM / GOOGLE MEET
04/03/2021
2021 BENGKEL PENULISAN GERAN KEMENTERIAN PENGAJIAN TINGGI (KPT) FAKULTI SAINS GUNAAN DAN TEKNOLOGI (FAST)
UTHM / GOOGLE MEET
27/01/2021
2020 JERAYAWARA KRITERIA BAHARU PENILAIAN PRESTASI TAHUNAN & KENAIKAN PANGKAT STAF AKADEMIK UTHM BERSAMA FAKULTI SAINS GUNAAN & TEKNOLOGI
UTHM / -
30/12/2020
2020 TAKLIMAT AUDIT KUALITI DALAMAN MS ISO 9001:2015 - PENYELARAS KUALITI PTJ
PUSAT PEMBANGUNAN AKADEMIK, UTHM / STUDIO PENDIDIKAN FPTV, UTHM
12/10/2020
2020 PRA BENGKEL PEMBANGUNAN SOALAN UJIAN APTITUD
UTHM / HOTEL IMPIANA SENAI JOHOR BAHRU
01/10/2020 - 03/10/2020
2020 BENGKEL PENYELIDIKAN FAKULTI SAINS GUNAAN DAN TEKNOLOGI
UTHM / -
30/09/2020
2020 PROGRAM INSPIRED EDUCATOR FAST BERSAMA PMTS. DR. NOOR AZURA AWANG
UTHM / -
29/09/2020
2020 TAKLIMAT MALAYSIA RESEARCH ASSESSMENT (MYRA) FAST
UTHM / GOOGLE MEET
17/09/2020
2020 TAKLIMAT BIDANG TUJAHAN FAST DIBAWAH PUSAT PENYELIDIKAN
UTHM / -
26/07/2020
2020 INTERNATIONAL CONFERENCE ON APPLIED SCIENCE AND TECHNOLOGY (ICAST 2020)
UUM / Melaka
13/07/2020 - 14/07/2020
2020 BICARA RAMADAN ? MENELUSURI SEJARAH AL QURAN DAN IMAM QIRAAT
UTHM / -
13/05/2020
2020 KULIAH RAMADAN : RAMADAN, AL-QURAN DAN ANDA
UTHM / UTHM
12/05/2020
2020 PROGRAM JOM MEMBACA UNTUK 10 MINIT
UTHM / UTHM
23/04/2020
2020 BENGKEL PEMETAAN PLO-CLO-LOD PROGRAM BWQ DAN MWQ PANEL STATISTIK FAST
UTHM / FAST
05/03/2020
2020 TAKLIMAT PENGGUNAAN ELOGBOOK DAN PERKARA BERKAITAN PROJEK SARJANA MUDA (PSM) SEMESTER II SESI 2019/2020 FAST
UTHM / BILIK MESYUARAT 6, ARAS 1, UTHM KAMPUS CAWANGAN PAGOH
02/03/2020
2020 SEMINAR PROSES DAN PELAKSANAAN OUTCOME BASED EDUCATION (OBE) DALAM PEMBELAJARAN DAN PENGAJARAN
UTHM / BILIK SEMINAR 1, ARAS1, SAYAP KIRI, UTHM KAMPUS PAGOH
06/02/2020
2020 BENGKEL PENYEDIAAN DOKUMEN PERANCANGAN KULIAH (RPP-04) DAN TABLE OF SPECIFICATION (TOS) SEMESTER 2 SESI 2019/2020
UTHM / BILIK SEMINAR 1, ARAS 1, SAYAP KIRI
03/02/2020
2020 KURSUS MIGRASI ZIMBRA KE GMAIL UTHM (PAGOH)
UTHM / MAKMAL BAHASA ANTARABANGSA, KAMPUS PAGOH
03/02/2020
2020 BENGKEL PEMURNIAN PEO-PLO PROGRAM SATISTIK INDUSTRI
UTHM / FAST
18/01/2020
2020 BENGKEL PEMURNIAN SILIBUS PROGRAM SARJANA MUDA / SARJANA STATISTIK INDUSTRI
LAIN-LAIN / FAST
01/01/2020 - 02/01/2020
2019 SEMINAR PERKONGSIAN AMALAN TERBAIK PEMBELAJARAN DIGITAL (SPREAD 2019) PAGOH
UTHM / BILIK MESYUARAT 1 UTHM KAMPUS PAGOH
29/08/2019
2019 WORKSHOP ON COMPLEX SYSTEMS MODELLING & SIMULATION 2019 (COSMOS2019): IOT & BIG DATA INTEGRATION
USM / SCHOOL OF MATHEMATICAL SCIENCES, USM PENANG
08/04/2019 - 12/04/2019
2019 ROADSHOW DAN PERKONGSIAN ILMU PENYELIDIKAN BERSAMA STAF AKADEMIK FAKULTI SAINS GUNAAN DAN TEKNOLOGI (FAST)
UTHM / UTHM
31/03/2019
2019 TAKLIMAT PERMOHONAN GRAN FRGS GRAN AADK DAN GRAN SEPADAN
UTHM / UTHM
31/01/2019
2019 BENGKEL PENYEDIAAN DOKUMEN PERANCANGAN KULIAH (RPP-04 FORMAT COPPA-2) SEMESTER 2 SESI 2018/2019 UNTUK STAF AKADEMIK FAST
UTHM / UTHM
30/01/2019

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