RESEARCHER
RESEARCH TITLE
RESEARCHER INFO
Dr. Mohamad Farhan Bin Mohamad Mohsin
Computing
UUM College of Arts and Sciences
farhan@uum.edu.my
04-928
5125
ACADEMIC QUALIFICATION
1
2015, PhD Data Mining & Optimization, UKM, Universiti Kebangsaan Malaysia
2
2006, Masters Ijazah Sarjana Teknologi Maklumat, Universiti Kebangsaan Malaysia, Universiti Kebangsaan Malaysia
3
, Certificate Matrikulasi, , Universiti Utara Malaysia
4
, Bachelor Degree wiht Honours IT-Kepintaran Buatan, , Universiti Utara Malaysia
AWARD & RECOGNITION
1
Copyright Sistem Unjuran Kutipan Zakat Negeri Kedah, Perbadanan Harta Intelek Malaysia, 2020, Kebangsaan
2
Anugerah Persama 2019 (Ketegori Rencana Popular), Persatuan Matematik Malaysia, 2019, Kebangsaan
3
Silver Award, The Princess of Naradhiwas University, 2019, Antarabangsa
4
Gold Award, Kementerian Pendidikan Malaysia, 2019, Kebangsaan
5
Gold Award, Kementerian Pendidikan Malaysia, 2019, Kebangsaan
6
Special Award, Kementerian Pendidikan Malaysia, 2019, Kebangsaan
7
Bronze Medal, School of Computing, UUM, 2018, Antarabangsa
8
Silver Medal, Universiti Utara Malaysia, 2018, Antarabangsa
9
Bronze Medal, Universitas Riau, 2018, Antarabangsa
10
The Best Paper Award (ICOCI 2017), School of Computing (SOC), UUM CAS, 2017, Antarabangsa
AREA OF EXPERTISE
RESEARCH AREA
Data mining & Machine Learning
Health Informatics
Climate Change
OVERVIEW
I have a deep desire to discover the secret of machine learning principle, algorithm, intelligent system, and its capability to infer human cognition and decision-making process.
PUBLICATION CHART
LIST 5 LATEST OF PUBLICATION
Inusa Sani Maijama'A , Yuhanis Binti Yusof, Mohamad Farhan Bin Mohamad Mohsin, (2021). Short-Term Load Forecasting Using Support Vector Regression With African-Buffalo Optimization Algorithm.
Journal Of Theoretical And Applied Information Technology
, 99(8), 1706 - 1718.
Mohamad Farhan Bin Mohamad Mohsin, Yuhanis Binti Yusof, (2020). Predictive Analysis Of Dengue Outbreak Based On An Improved Salp Swarm Algorithm.
Cybernetics And Information Technologies
, 20(4), 156 - 169.
Raed Hasan Saleh Al Azaidah , Farzana Binti Kabir Ahmad, Mohamad Farhan Bin Mohamad Mohsin, (2020). Multi Label Ranking Based On Positive Pairwise Correlations Among Labels.
International Arab Journal Of Information Technology
, 17(4), 440 - 449.
Zuriani Mustaffa, Mohd Herwan Sulaiman, Mohamad Farhan Bin Mohamad Mohsin, Yuhanis Binti Yusof, (2020). An Application Of Barnacle Mating Optimizer In Infectious Disease Prediction: A Dengue Outbreak Cases.
Iraqi Journal Of Science
, 61(8), 2132 - 2141.
Khairunnisa Amalina Mohd Rosli, Zuriani Mustaffa, Yuhanis Binti Yusof, Mohamad Farhan Bin Mohamad Mohsin, (2020). Dengue Outbreak Prediction Using An Improved Salp Swarm Algorithm.
Iop Conference Series: Materials Science And Engineering
, 769(1), - .
Siti Mahfuzah Binti Sarif, Zurina Binti Hanafi, Shafinah Farvin Binti Packeer Mohamed, Syamsul Bahrin Bin Zaibon, Mohamad Farhan Bin Mohamad Mohsin, (2020). Makan@Local Chatok: Mobile Eatery Recommendation System Based On Local Knowledge.
International Journal Of Interactive Mobile Technologies
, 14(5), 129 - 149.
Ammar Bin Azlan , Yuhanis Binti Yusof, Mohamad Farhan Bin Mohamad Mohsin, (2020). Univariate Financial Time Series Prediction Using Clonal Selection Algorithm.
International Journal On Advanced Science, Engineering And Information Technology
, 10(1), 151 - 156.
Mohamad Farhan Bin Mohamad Mohsin, Siti Sakira Binti Kamaruddin, Fadzilah Bt Siraj, Mohammed Ahmed Taiye, (2019). Investigating The Relevant Agro Food Keyword In Malaysian Online Newspapers.
International Journal On Advanced Science, Engineering And Information Technology
, 9(6), 2166 - 2175.
Ammar Azlan, Yuhanis Binti Yusof, Mohamad Farhan Bin Mohamad Mohsin, (2019). Determining The Impact Of Window Length On Time Series Forecasting Using Deep Learning.
International Journal Of Advanced Computer Research
, 9(44), 260 - 267.
Mohamad Farhan Bin Mohamad Mohsin, Mohd. Noor Bin Abdul Hamid, Nurakmal Binti Ahmad Mustaffa, Razamin Binti Ramli, Kamarudin Bin Abdullah, (2019). Investigation On The Access Log Pattern Of The Corporate Social Responsibility Uumwifi Among Changlun’S Community.
International Journal Of Interactive Mobile Technologies
, 13(4), 140 - 152.
Mohamad Farhan Bin Mohamad Mohsin, Siti Sakira Binti Kamaruddin, Fadzilah Bt Siraj, Hamirul `Aini Bt. Hambali, Mohammed Ahmed Taiye, (2018). The Identification Of The Top Agro Food Keywords In The Star Online Newspaper.
Jurnal Teknologi
, 7(3.20), 864 - 869.
Zuriani Binti Mustaffa, Mohd Herwan Sulaiman, Ferda Emawan, Yuhanis Binti Yusof, Mohamad Farhan Bin Mohamad Mohsin, (2018). Dengue Outbreak Prediction: Hybrid Meta-Heuristic Model.
Proceedings - 2018 Ieee/Acis 19Th International Conference On Software Engineering, Artificial Intelligence, Networking And Parallel/Distributed Computing
, (8441095), 271 - 274.
Mohamad Farhan Bin Mohamad Mohsin, Azuraliza Abu Bakar, Abdul Razak Hamdan, Mohd Helmy Abdul Wahab, (2018). An Improved Artificial Dendrite Cell Algorithm For Abnormal Signal Detection.
Journal Of Information And Communication Technology
, 17(1), 33 - 54.
Farzana Binti Kabir Ahmad, Mohamad Farhan Bin Mohamad Mohsin, (2017). Evaluating Conditional And Unconditional Correlations Capturing Strategies In Multi Label Classification .
International Conference On Internet Applications, Protocols, And Services (Netapps)
, (), - .
Farzana Binti Kabir Ahmad, Mohamad Farhan Bin Mohamad Mohsin, (2017). A Comparative Analysis Between Three Approaches That Are Being Used To Solve The Problem Of Multi Label Classification.
International Journal Of Soft Computing
, 12(4), 213 - 223.
Raed Hasan Saleh Al Azaidah , Farzana Binti Kabir Ahmad, Mohamad Farhan Bin Mohamad Mohsin, Ahmad Kadri Junoh, Mo'Ath Allwaise, (2018). Evaluating Conditional And Unconditional Correlations Capturing Strategies In Multi Label Classification.
Journal Of Telecommunication, Electronic And Computer Engineering
, 10(2-4), 47 - 51.
Mohamad Farhan Bin Mohamad Mohsin, (2017). Design And Development Of Smart Home Security System For Disabled And Elderly People.
Journal Of Telecommunication, Electronic And Computer Engineering
, 9(3-7), 135 - 138.
Mohamad Farhan Bin Mohamad Mohsin, Mohd Helmy Abd Wahab, Mohd Fairuz Zaiyadi, Norita Md Norwawi, Cik Fazilah Binti Hibadullah, (2010). An Investigation Into Influence Factor Of Student Programming Grade Using Association Rule Mining.
International Journal Of Advances In Information Sciences And Service Sciences
, 2(2), 19 - 27.
Mohd. Noor Bin Abdul Hamid, Nurakmal Binti Ahmad Mustaffa, Mohamad Farhan Bin Mohamad Mohsin, Razamin Binti Ramli, Kamarudin Bin Abdullah, (2018). Csr Uumwifi: A University'S Effort In Bridging Digital Divide Among Rural Community .
Journal Of Telecommunication, Electronic And Computer Engineering
, 10(1-11), 25 - 31.
Mohd. Noor Bin Abdul Hamid, Nurakmal Binti Ahmad Mustaffa, Syaza Hamzah, Mohamad Farhan Bin Mohamad Mohsin, Razamin Binti Ramli, Kamarudin Bin Abdullah, (2017). Living Lab Changlun: A Framework To Engage And Empower The Community By Profiling The Csr Uumwifi Users.
Prosiding Persidangan Kerja Sosial Kebangsaan 2017 (Pesan 2017)
, 1(), 479 - 484.
Mohamad Farhan Bin Mohamad Mohsin, (2017). Change Point Analysis: A Statistical Approach To Detect Potential Abrupt Change.
Jurnal Teknologi
, 75(5), 147 - 159.
Mohamad Farhan Bin Mohamad Mohsin, Azuraliza Abu Bakar, Abdul Razak Hamdan, (2017). An Adaptive Anomaly Threshold In Artificial Dendrite Cell Algorithm .
Proceedings Of The 6Th International Conference Of Computing & Informatics
, 1(), 250 - 255.
Mohamad Farhan Bin Mohamad Mohsin, Abdul Razak Hamdan, Azuraliza Abu Bakar, Mohd Helmy Abdul Wahab, (2017). Validation On An Enhanced Dendrite Cell Algorithm Using Statistical Analysis.
International Journal On Advanced Science, Engineering And Information Technology
, 2(), 482 - 488.
Mohamad Farhan Bin Mohamad Mohsin, (2009). A Comparative Study Of Apriori And Rough Classifier For Data Mining.
Asia-Pacific Journal Of Information Technology And Multimedia
, 5(), 1 - 12.
Mohamad Farhan Bin Mohamad Mohsin, (2009). Data Pre-Processing On Web Server Logs For Generalized Association Rules Mining Algorithm.
World Academy Of Science, Engineering, And Technology
, 48(), 190 - 197.
Mohamad Farhan Bin Mohamad Mohsin, (2010). An Investigation Into Influence Factor Of Student Programming Grade Using Association Rule Mining.
International Journal Of Advances In Information Sciences And Service Sciences
, 2(2), 1 - 9.
Ariffin Bin Abdul Mutalib, Mohamad Farhan Bin Mohamad Mohsin, (2011). Was-Gn: Web-Based Appointment System With Gsm Network.
International Journal Of Advancements In Computing Technology
, 3(5), 315 - 333.
Mohamad Farhan Bin Mohamad Mohsin, Abdul Razak Hamdan, Azuraliza Abu Bakar, (2016). An Upper And Lower Cusum For Signal Normalization In The Dendritic Cell Algorithm.
Evolutionary Intelligence
, 1(), 1 - 15.
Mohamad Farhan Bin Mohamad Mohsin, (2011). Suitability Of Training Programme Based On Integrity Traits Identification..
International Journal Of Scientific & Engineering Research
, 12(2), 1 - 8.
Mohamad Farhan Bin Mohamad Mohsin, (2014). Integrating The Dendrite Cell Algorithm With K-Means Clustering.
International Journal Of Advances In Soft Computing And Its Application
, 6(3), 60 - 77.
Mohamad Farhan Bin Mohamad Mohsin, Abdul Razak Hamdan, Azuraliza Abu Bakar, (2013). The Preliminary Design Of Outbreak Detection Model Based On Inspired Immune System.
Proceedings Of The 3Rd World Congress On Information And Communication Technologies (Wict 2013)
, 1(), 00 - 00.
Mohamad Farhan Bin Mohamad Mohsin, Abdul Razak Hamdan, Azuraliza Abu Bakar, (2014). Experimenting The Dendrite Cell Algorithm For Disease Outbreak Detection Model.
The Proceedings Of Science And Information Conference (Sai), 2014
, 1(), 00 - 00.
Mohamad Farhan Bin Mohamad Mohsin, Azuraliza Abu Bakar, Abdul Razak Hamdan, (2014). Outbreak Detection Model Based On Danger Theory.
Applied Soft Computing Journal
, 24(), 612 - 622.
Mohamad Farhan Bin Mohamad Mohsin, Abdul Razak Hamdan, Azuraliza Abu Bakar, (2014). An Evaluation Of Feature Selection Technique For Dendrite Cell Algorithm.
International Conference On It Convergence And Security
, 1(), 00 - 00.
Nur Azzah Bt Abu Bakar, Mohamad Farhan Bin Mohamad Mohsin, (2009). Designing A Web-Based Network Troubleshooting Expert Systems.
1St Malaysian Joint Conference On Artificial Intelligence 2009 (Mjcai 2009)
, -(-), 69 - 82.
Mohamad Farhan Bin Mohamad Mohsin, Faudziah Bt Ahmad, Aniza Binti Mohamed Din, Ku Ruhana Binti Ku Mahamud, Roshidi Bin Din, (2011). Suitability Of Training Programme Based On Integrity Traits Identification.
International Journal Of Scientific & Engineering Research
, 2(12), 1 - 8.
Mohamad Farhan Bin Mohamad Mohsin, (2011). Faster Case Retrieval Using Hash Indexing Technique..
International Journal Of Artificial Intelligence And Expert Systems (Ijae)
, 2(2), 81 - 95.
RESEARCH PIE
LIST 5 LATEST OF RESEARCH
MARKOV CLUSTERING DIFFUSION MODEL BASED ON IMPROVED SOCIAL SPIDER OPTIMIZATION ALGORITHM TO DETECT FAKE NEWS PROLIFERATION IN ONLINE SOCIAL NETWORKS (2020), Member, Kpt
SMART USER PROFILING OF ONLINE ZAKAT COMMUNITY USING ARTIFICIAL INTELLIGENCE (2020), Leader, Kementerian/agensi lain
MULTI STAGES FEATURE EXTRACTION MODEL FOR HIGH DIMENSIONAL MDEDICAL IMAGE FEATURES (2019), Member, Kpt
FORECASTING ZAKAT COLLECTION USING DEEP LEARNING SYSTEM (2018), Member, Kementerian/agensi lain
AN IMPROVED HIERACHICAL TEMPORAL MEMORY ALGORITHM FOR MULTI-LABEL CLASSIFICATION IN SPECIES DISTRIBUTION MODELLING (2017), Member, Kpt
A SYSTEMATIC DESIGN FRAMEWORK OF MOBILE LOCATION AWARE EATERY A SYSTEMATIC DESIGN FRAMEWORK OF MOBILE LOCATION AWARE EATERY RECOMMENDATION SYSTEM USING LOCAL KNOWLEDGE (2016), Member, Universiti
Web News Mining For Automatic Inventory Of Agro Food Sector Using Really Simple Syndication (RSS) Feed (2016), Leader, Universiti
Living Lab Changloon : A Study On The Awareness, Usage and Impacts of CSR UUMWifi To The Changlun's Community (2016), Member, Universiti
DANGER THEORY BASED ALGORITHM FOR ABRUPT CHANGE DETECTION (2014), Member, Lain-lain
ENHANCED NURSE ROSTERING MODEL BASED ON INTELLIGENT EVOLUTIONARY ALGORITHM WITH IMPROVED CROSSOVER (2011), Member, Kpt
A FACE RECOGNITION MODEL USING BACKPROPAGATION LEARNING ALGORITHM (2011), Member, Universiti
A ROUGH BASED ALGORITHM FOR EXTRACTING STOCK PRICES INFLUENCING FACTORS (2011), Member, Universiti
MODELLING ACADEMIC ACHIEVEMENT OF GRADUATES USING DATA MINING (2009), Member, Kpt
A COMPARATIVE STUDY BETWEEN ROUGH AND DECISION TREE CLASSIFIERS (2007), Leader, Universiti
CONSULTATION
Year
Title
Membership
Funder
Level
Status
UNDERGRADUATE
Course Code
Course Name
SDG2011
Personal financial planning
SDG3021
Patriotism and volunteerism
STIN3084
Algoritma genetik
STIN2043
Knowledge discovery in database
STIN2103
Expert system & knowledge engineering
STID1103
Computer application in management
SDG1011
High touch communication
STIN1013
Introduction to artificial intelligence
STIS3013
Principle of data science
STIX3912
Practicum
STIA2024
Data structures and algorithm analysis
SDG3011
Management ethics
SDG2021
Entrepreneurship
TIN1013
Introduction to artificial intelligence
TIN2043
Knowledge discovery in database
TIX3998
Practicum
TMX3998
Practicum
SDG1021
Thinking skill
TID1103
Computer application in management
SDG2031
Living in the multi-cultural society
TIX3988
Practicum
TID1113
Introduction to information system development
TQM1203
Mathematics for information technology
STMX3912
Practicum
TID1013
Information system in organization
STID1013
Information system in organization
POSTGRADUATE
Course Code
Course Name
STIN5014
Artificial intelligence
SUPERVISION
Matric
Name
Status
Title
814180
Mohd Lutfi bin Ahmad
Completed
ANALYSIS OF THE IMPLEMENTATION UUM WEB SINGLE SIGN ON SERVICES
818783
Nur Hafiza binti Jamaludin
Completed
Modelling An Intelligent Matriculations Students' Prediction Module in Kedah Matriculation College
819022
Sandhyarani Maram
Not Active
Analyzing Weather Time Series Data Using Data Mining Techniques
821657
Zhang, Minhuan
Completed
Profiling CSR UUMWiFi Users using Descriptive Statistics and Association Rule
821989
Nurul Izzah Raihan Binti Mohammad Sadzilan
Not Active
Concept Extraction Mining In Agrofood News
904127
WIRTA AGUSTIN
Not Active
Peningkatan Algoritma "K - Means" Untuk Data "Clustering With Detection Outlier"
904310
MALIK ANUM
Deferred
MachineVision Approach using Multi-Feature Analysis for the Identification of Lungs Tuberculosis
901576
Raed Hasan Saleh Al Azaidah
Completed
Multi-Label Learning based on Positive Label Correlations using Predictive Apriori
902030
INUSA SANI MAIJAMA'A
Active
An Enhanced Support Vector Regression -African Buffalo Optimisation Algorithm For Multivariate Time Series Forecasting
903139
AMMAR BIN AZLAN
Deferred (Not Counted)
AN IMPROVED HIERARCHICAL TEMPORAL MEMORY ALGORITHM FOR TIME SERIES FORECASTING IN STOCK MARKET PREDICTION
COLLABORATORS