RESEARCHER INFO
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Associate Prof. Dr. Farzana binti Kabir Ahmad
UUM College of Arts and Sciences
Pengkomputeran
farzana58@uum.edu.my
5063
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RESEARCH PROFILE

Scopus Publons ORCiD Research Gate Google Scholar

ACADEMIC QUALIFICATION

12012, PhD Sains Komputer, UTM, Universiti Teknologi Malaysia
22005, Master of Science Sains Komputer, USM, Universiti Sains Malaysia
32003, Bachelor Degree wiht Honours Sains Komputer, USM, Universiti Sains Malaysia

AWARD

1 Award, UPSI, 2022, Kebangsaan
2 ANUGERAH BUDI DIKENANG, SCHOOLOF COMPUTING, 2022, Pusat Pengajian/Jabatan
3 ANUGERAH PRESTASI CEMERLANG 2021, SCHOOLOF COMPUTING, 2022, Pusat Pengajian/Jabatan
4 ANUGERAH PENULIS (H-INDEX TERTINGGI), SCHOOL OF COMPUTING, 2022, Pusat Pengajian/Jabatan
5 ANUGERAH PENULIS TERBAIK (JURNAL), SCHOOL OF COMPUTING, 2022, Pusat Pengajian/Jabatan
6 ANUGERAH INSPIRASI MUSLIM VOLUNTEER MALAYSIA, MUSLIM VOLUNTEER MALAYSIA, 2017, Kebangsaan
7 Learn Malay for International Students _ Bronze, UUM -IRIA 2017, 2017, Kebangsaan
8 Dyslex & Learn Mobile Application - Bronze, UUM -IRIA 2017, 2017, Kebangsaan
9 ITailor Application - Bronze, UUM -IRIA 2017, 2017, Kebangsaan
10 Database Management System for Smart Tailor Application - Gold award, UUM -IRIA 2017, 2017, Kebangsaan

RECOGNITION

1 PAKAR RUJUK,PENILAI JOURNAL ELSEVIER,Antarabangsa,2021
2 PANEL PENILAI,PANEL PENILAI KMICE21,Antarabangsa,2021
3 PAKAR RUJUK,JOURNAL REVIEWER KING SAUD,Antarabangsa,2021
4 JURI, PANEL PENILAI IRIA21,Antarabangsa,2021
5 PANEL PENILAI,Peer reviewer Journal of Biomedical Informatics,Antarabangsa,2019
6 REVIEWER,REVIEW,Antarabangsa,2016
7 REVIEWER, REVIEWER,Antarabangsa,2017
8 REVIEWER, REVIEWER,Antarabangsa,2019
9 REVIEWER, REVIEWER,Antarabangsa,2018
10 JURI,JURY,Antarabangsa,2015
11 REVIEWER, JOURNAL REVIEWER JICT,Antarabangsa,2021
12 REVIEWER,REVIEWER,Antarabangsa,2013
13 JURI,JURY,Antarabangsa,2016
14 REVIEWER,REVIEWER PAPERS,Antarabangsa,2021
15 PENERBITAN,JOURNAL REVIEWER JICT,Antarabangsa,2021
16 PANEL PENILAI,Conference Reviewer,Antarabangsa,2020
17 PANEL PENILAI,Journal Reviewer,Antarabangsa,2020
18 PANEL PENILAI,Journal Reviewer,Antarabangsa,2020
19 PENERBITAN, Reviewer Journal,Antarabangsa,2020
20 PANEL PENILAI,Evaluator,Antarabangsa,2018
21 PANEL PENILAI,Penilai,Antarabangsa,2018
22 REVIEWER,JOURNAL REVIEWER KING SAUD,Antarabangsa,2021
23 TRAFFIC FORECASTING,Pakar Rujuk,Kebangsaan,
24 PANEL PENILAI,Panel Penilai Kertas Cadangan FRGS 1/2019,Kebangsaan,2019
25 JURI,JURI,Kebangsaan,2022
26 EXTERNAL ADVISOR,EXTERNAL EXAMINER AIMST PROGRAMME,Kebangsaan,2023
27 AKADEMIK, PANEL PENILAI FRGS 2021,Universiti,2021
28 AKADEMIK,PENYELARAS MACHINE LEARNING A211,Universiti,2022
29 CURRICULUM REVIEW EXPERT, PENGGUBAL SILIBUS,Universiti,2016
30 PANEL PENILAI,Internal,Universiti,2018
31 AHLI PANEL, ,Universiti,2023
32 AHLI PANEL, ,Universiti,2023
33 AHLI PANEL,PENILAI KERTAS PROJEK STIZ6999,Pusat Pengajian/Jabatan,2021
34 PANEL PENILAI,Moderator Soalan Peperiksaan Akhir Pembelajaran Me,Pusat Pengajian/Jabatan,2019
35 PANEL PENILAI,Penilai Sesi Pameran Projek Akhir STIX3923,Pusat Pengajian/Jabatan,2019
36 PANEL PENILAI,Penilai Sesi Project Akhir STIX3923,Pusat Pengajian/Jabatan,2019
37 PANEL PENILAI,Penilai Mempertahankan Cadangan PhD,Pusat Pengajian/Jabatan,2019
38 AKADEMIK,Ahli Semakan Abstrak,Pusat Pengajian/Jabatan,2020
39 AHLI JAWATANKUASA,Ahli Semakan Abstrak,Pusat Pengajian/Jabatan,2020
40 PANEL PENILAI, Panel Penilai,Pusat Pengajian/Jabatan,2020
41 AKADEMIK,Internal Thesis Examiner,Pusat Pengajian/Jabatan,2020
42 PANEL PENILAI,Panel Penilai,Pusat Pengajian/Jabatan,2020
43 PANEL PENILAI,Panel Penilai,Pusat Pengajian/Jabatan,2020
44 AHLI JAWATANKUASA,Ahli Semakan Abstrak,Pusat Pengajian/Jabatan,2020
45 PANEL PENILAI,Panel penilai,Pusat Pengajian/Jabatan,2020
46 SAINS KOMPUTER,Moderator soalan peperiksaan pembelajaran mesin,Pusat Pengajian/Jabatan,2018
47 PANEL PENILAI,Penilai Kertas Cadangan dan Artikel - HASSAN FOUAD,Pusat Pengajian/Jabatan,2018
48 PANEL PENILAI, Examiner,Pusat Pengajian/Jabatan,2018
49 AHLI PANEL,AHLI PANEL,Pusat Pengajian/Jabatan,2023
50 PENYELARAS KURSUS,PENYELARAS KURSUS,Pusat Pengajian/Jabatan,2024
51 PEMERIKSA DALAMAN, ,Pusat Pengajian/Jabatan,2023
52 PEMERIKSA DALAMAN, ,Pusat Pengajian/Jabatan,2023
53 PAKAR RUJUK,PAKAR RUJUK,Antarabangsa,2021
54 SCIENCTIFIC COMPUTING,PANEL PENILAI JURI,Antarabangsa,2021
55 AHLI PANEL,PANEL,Kebangsaan,2011
56 AKADEMIK, PENYELARAS A202,Pusat Pengajian/Jabatan,2021

AREA OF EXPERTISE

Machine Learning
Pattern Recognition And Image Recognition
Soft Computing

RESEARCH AREA

Data Mining, Machine Learning
Big Data Analytics
Deep Learning

OVERVIEW
Dr Farzana Kabir Ahmad is an Associate Professor lecturer at School of Computing, Universiti Utara Malaysia, MALAYSIA. She holds a Bachelor degree of Computer Science (with Honours) from Universiti Sains Malaysia in 2003 and a Master degree in Computer Science from the same university later in 2005. She pursued her Ph.D. in Computer Science (Bioinformatics) from Universiti Teknologi Malaysia in 2012 and her doctoral work involves the development of synergy network for breast cancer progression. Her passion is to understand gene regulatory network (GRN) that underlie disease progression. With such objective, she has developed a novel synergy network that able to incorporate heterogeneous data in order to predict the disease proliferations. Currently, her new interest is in neuroscience and neuroinformatics.
PUBLICATION CHART
LIST OF PUBLICATION
Siti Sakira Binti Kamaruddin, Farzana binti Kabir Ahmad, Alawiyah Bt Abd Wahab, Zahurin Bt Mat Aji @ Alon, Noradila binti Nordin, (2024). E-commerce Carbon Footprint Contribution: A Preliminary Investigation Framework. Communications in Computer and Information Science (CCIS), 2002(), 231 - 243.
Siti Sakira Binti Kamaruddin, Farzana binti Kabir Ahmad, Alawiyah Bt Abd Wahab, (2022). The Development of a teaching guideline for incorporating design thinking into the Research Methodology in Computing course. Proceedings of the 7TH Inspirational Scholar Symposium (ISS 2022) , (), 225 - 236.
Siti Sakira Binti Kamaruddin, Farzana binti Kabir Ahmad, Mohammed Ahmed Taiye, (2022). LDA Based Topic Modeling on Hospital Facebook Posts. Lecture Notes in Networks and Systems, 457(), 140 - 149.
Farzana binti Kabir Ahmad, Siti Sakira Binti Kamaruddin, Aysar Thamer Naserb Tuaimah, (2022). Binary Bat Algorithm with Dynamic Bayesian Network for Feature Selection on Cancer Gene Expression Profiles. Lecture Notes in Networks and Systems, (), 150 - 159.
WAFA ZUBAIR AL-DYANI, Farzana binti Kabir Ahmad, Siti Sakira Binti Kamaruddin, (2022). Adaptive Binary Bat and Markov Clustering Algorithms for Optimal Text Feature Selection in News Events Detection Model. IEEE Access, 10(1), 85655 - 85676.
AUTHAPON KONGWAN , Siti Sakira Binti Kamaruddin, Farzana binti Kabir Ahmad, (2022). Anaphora Resolution in Thai EDU Segmentation. Journal of Computer Science , 18(4), 306 - 315.
Wafa Zubair Al-Dyani, Farzana binti Kabir Ahmad, Siti Sakira Binti Kamaruddin, (2022). Binary Bat Algorithm for Text Feature Selection in News Events Detection Model Using Markov Clustering. Cogent Engineering, 9(1), 1 - 14.
Farzana binti Kabir Ahmad, Siti Sakira Binti Kamaruddin, (2021). Cluster Analysis on Covid-19 Outbreak Sentiments from Twitter Data using K-means Algorithm. Journal of System and Management Sciences , 11(4), 167 - 190.
Wafa Zubair Al-Dyani, Farzana binti Kabir Ahmad, Siti Sakira Binti Kamaruddin, (2022). Improvements of Bat Algorithm for Optimal Feature Selection: A Systematic Literature Review. Intelligent Data Analysis, 26(1), 5 - 31.
Farzana binti Kabir Ahmad, Aysar Thamer Naser Tuaimah, (2021). A Comparative Analysis of Time-frequency Feature Extraction Techniques for Large Scale Electroencephalogram Data. International Journal of Advanced Trends in Computer Science and Engineering, 10(1), 14 - 24.
NURUL SYAFIDAH BINTI JAMIL , Siti Sakira Binti Kamaruddin, Farzana binti Kabir Ahmad, Chrisanthi Angeli, (2020). Social Tension Detection on Social Media Textual Data: A Literature Review. The 34th annual European Simulation and Modelling Conference, (), 77 - 81.
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.
Farzana binti Kabir Ahmad, Siti Sakira Binti Kamaruddin, Yuhanis Yusof, Nooraini Binti Yusoff, (2018). Synergy Network Inference Model Based on Heterogeneous Data Integration. Advanced Science Letters, 24 (2), 1076 - 1079.
Wafa Zubair Abdullah , Farzana binti Kabir Ahmad, Siti Sakira Binti Kamaruddin, (2020). A Survey on Event Detection Models for Text Data Streams. Journal of Computer Science , 16(7), 916 - 935.
AUTHAPON KONGWAN , Siti Sakira Binti Kamaruddin, Farzana binti Kabir Ahmad, (2020). THAI EDU SEGMENTATION USING CLUE MARKERS AND SYNTACTIC INFORMATION FROM SHALLOW PARSER. Journal of Theoretical and Applied Information Technology , 8(10), 3853 - 3869.
Farzana binti Kabir Ahmad, (2020). Motion learning using spatio-temporal neural network. Journal of Information and Communication Technology , 19(2), 207 - 223.
Farzana binti Kabir Ahmad, (2020). Sentiment analysis of impact of technology on employment from text on twitter. International Journal of Interactive Mobile Technologies, 14(7), 88 - 103.
Mohammed Ahmed Taiye , Siti Sakira Binti Kamaruddin, Farzana binti Kabir Ahmad, (2017). Combined WSD Algorithms with LSA to identify semantic similarity in unstructured textual data. Proceedings of the Second International Conference on Internet of things, Data and Cloud Computing, (168), 1 - 5.
NURUL SYAFIDAH BINTI JAMIL , Siti Sakira Binti Kamaruddin, Farzana binti Kabir Ahmad, (2019). Social Tension and Crime Related Events Detection Method on Twitter. International Journal of Advanced Trends in Computer Science and Engineering, 8(6), 2821 - 2824.
ADNAN HUSSEIN ALI BIN YAHYA , Farzana binti Kabir Ahmad, Siti Sakira Binti Kamaruddin, (2019). Content-Social Based Features for Fake News Detection Model from Twitter. International Journal of Advanced Trends in Computer Science and Engineering, 8(6), 2806 - 2810.
Awab Noori Abdulwadood Al, Siti Sakira Binti Kamaruddin, Farzana binti Kabir Ahmad, (2019). TOWARDS AN OUTLIER DETECTION MODEL IN TEXT DATA STREAM. International Journal of Advanced Trends in Computer Science and Engineering, 8(6), 2970 - 2973.
Wafa Zubair Abdullah Al, Farzana binti Kabir Ahmad, Siti Sakira Binti Kamaruddin, (2019). Event detection model for Facebook news posts. International Journal of Innovative Technology and Exploring Engineering, 9(1), 98 - 102.
Farzana binti Kabir Ahmad, (2019). Event Detection Model for Facebook News Posts. International Journal of Innovative Technology and Exploring Engineering, 9(1), 98 - 102.
Farzana binti Kabir Ahmad, (2018). BAT ALGORITHM OPTIMISATION TECHNIQUE FOR FEATURE SELECTION ON DIFFERENT DIMENSION OF DATASETS. 2nd Sintok International Conference on Social Science and Management, (), - .
Farzana binti Kabir Ahmad, (2019). Investigating the Applicability of Several Fuzzy Based Classifiers on Multi Based Classification . ACM Transactions on Computational Logic, 14(19), 7210 - 7217.
Nooraini Binti Yusoff, , Farzana binti Kabir Ahmad, Fadzilah Bt Siraj, Mohamad Farif Jemili , (2020). Motion Learning using Spatio-temporal Neural Network. Journal of Information and Communication Technology , 19(2), 207 - 223.
Farzana binti Kabir Ahmad, Yuhanis binti Yusof, Nooraini Binti Yusoff, (2018). Filter-Based Gene Selection Method for Tissues Classification on Large Scale Gene Expression Data. International Journal of Engineering and Technology, 7(2.15), 68 - 71.
Farzana binti Kabir Ahmad, Yuhanis binti Yusof, (2018). Social spider optimisation algorithm for dimension reduction of electroencephalogram signals in human emotion recognition. International Journal of Engineering and Technology, 7(2.15), 146 - 149.
Farzana binti Kabir Ahmad, (2018). Social Spider Optimization Algorithm for Dimension Reduction of Electroencephalogram Signals in Human Emotion Recognition. International Journal of Engineering and Technology, 7(2), 146 - 149.
Farzana binti Kabir Ahmad, (2018). Filter-Based Gene Selection Method for Tissues Classification on Large Scale Gene Expression Data. International Journal of Engineering and Technology, 7(2), 68 - 71.
Wafa Zubair Abdullah Al, Adnan Hussein Ali Bin Yahya , Farzana binti Kabir Ahmad, (2018). Challenges of Event Detection from Social Media Streams. International Journal of Engineering and Technology, 7(2 ), 72 - 75.
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.
Farzana binti Kabir Ahmad, (2017). Comparative Analysis of Feature Extraction Techniques for Event Detection from News Channels’ Facebook Page. Journal of Telecommunication, Electronic and Computer Engineering , 9(1-2), 13 - 17.
Yuhanis binti Yusof, Farzana binti Kabir Ahmad, (2017). An enhanced Discrete Wavelet Packet Transform for Feature Extraction in Electroencephalogram Signals. Proceedings of 2017 International Conference on Imaging, Signal Processing and Communication , 0(), 88 - 93.
Nurul Syafidah Jamil, Ku Ruhana Binti Ku Mahamud, Aniza binti Mohamed Din, Faudziah Bt Ahmad, Noraziah binti Che Pa, Wan Hussain bin Wan Ishak, Roshidi bin Din, Farzana binti Kabir Ahmad, (2017). A Subject Identification Method based on Term Frequency Technique. International Journal of Advanced Computer Research, 7(30), 103 - 110.
Azizi bin Abas, Yuhanis binti Yusof, Farzana binti Kabir Ahmad, (2016). Improving Data Capacity of QR Code Version 40 Using Multiplexing and Multilayered Techniques: Embedding Text Based Short Story in QR Code. Advanced Science Letters, 22(10), 2841 - 2846.
Azizi Bin Ab Aziz, Faudziah Bt Ahmad, Nooraini Binti Yusoff, Farzana binti Kabir Ahmad, Shahrul Azmi bin Mohd. Yusof, (2016). Formal Analysis of Temporal Dynamics Properties in Anxiety States and Traits. Journal of Telecommunication, Electronic and Computer Engineering , 8(8), 133 - 138.
Mohammed Ahmed Taiye , Siti Sakira Binti Kamaruddin, Farzana binti Kabir Ahmad, (2017). REPRESENTING SEMANTICS OF TEXT BY ACQUIRING ITS CANONICAL FORM. International Journal on Advanced Science, Engineering and Information Technology, 7(3), 808 - 814.
Farzana binti Kabir Ahmad, (2016). OPTIMIZATION OF LEAST SQUARES SUPPORT VECTOR MACHINE TECHNIQUE USING GENETIC ALGORITHM FOR ELECTROENCEPHALOGRAM MULTI-DIMENSIONAL SIGNALS. International Journal of Engineering & Technology, 78(), 107 - 115.
Farzana binti Kabir Ahmad, (2016). A Comparative Study on Gene Selection Methods for Tissues Classification on Large Scale Gene Expression Data. International Journal of Engineering & Technology, 78(), 116 - 125.
Farzana binti Kabir Ahmad, Siti Sakira Binti Kamaruddin, (2015). Research Trends in Microarray Data Analysis: Modelling Gene Regulatory Network by Integrating Transcription Factors Data. Scientific Research Journal, 12(1), 1 - 10.
Nooraini Binti Yusoff, Farzana binti Kabir Ahmad, Noraziah binti Che Pa, Azizi Bin Ab Aziz, (2015). LEARNING STIMULUS-STIMULUS ASSOCIATION IN SPATIOTEMPORAL NEURAL NETWORKS. JURNAL TEKNOLOGI , 77(5), 101 - 112.
Ku Ruhana Binti Ku Mahamud, Aniza binti Mohamed Din, Noraziah binti Che Pa, Farzana binti Kabir Ahmad, Faudziah Bt Ahmad, Roshidi bin Din, Wan Hussain bin Wan Ishak, (2014). OBJECT-BASED KNOWLEDGE REPRESENTATION OF FEMALE RELATED ISSUES FROM THE HOLY QURAN. Journal of Information and Communication Technology , 13(), 146 - 161.
Ku Ruhana Binti Ku Mahamud, Noraziah binti Che Pa, Aniza binti Mohamed Din, Faudziah Bt Ahmad, Farzana binti Kabir Ahmad, Wan Hussain bin Wan Ishak, (2013). Knowledge representation using semantic network for female related issues from the Holy Quran. AWERProcedia Information Technology & Computer Science, 3(), 1080 - 1086.
Fader Abdullah , Ku Ruhana Binti Ku Mahamud, Farzana binti Kabir Ahmad, Nor Farzana Binti Abd Ghani, Maznah binti Mat Kasim, (2012). Relative efficiency assessment of projects using data envelopment analysis: A case study. International Journal of Digital Content Technology and its Applications, 6(9), 310 - 318.
RESEARCH PIE
LIST OF RESEARCH
AN ENHANCED GENERATIVE ADVERSARIAL NETWORK FOR UNSUPERVISED TEXT ANOMALY DETECTION IN DETECTING SUICIDAL IDEATION FROM SOCIAL MEDIA DATA (2023), Next Appointed Leader, Kpt
PEMBANGUNAN PROGRAM SARJANA SAINS (TEKNOLOGI MAKLUMAT) SECARA OPEN AND DISTANCE LEARNING (ODL) (2022), Leader, Universiti
AN IMPROVED HIERARCHICAL-BASED OBJECT RECOGNITION BASED ON CONVOLUTIONAL NEURAL NETWORK WITH SHUNT CONNECTION FOR THE VISUALLY IMPAIRED (2022), Member, Kpt
SOCIO-POLITICAL ANALYSIS SYSTEM (2022), Member, Industri
REDESIGNING THE DELIVERY OF THE RESEARCH METHODOLOGY CLASS USING DESIGN THINKING TECHNIQUE (2021), Member, Universiti
MARKOV CLUSTERING DIFFUSION MODEL BASED ON IMPROVED SOCIAL SPIDER OPTIMIZATION ALGORITHM TO DETECT FAKE NEWS PROLIFERATION IN ONLINE SOCIAL NETWORKS (2020), Leader, Kpt
LINKED MALAY LEXICON-BASED SENTIMENT ANALYSIS FOR ANTICIPATING SOCIAL TENSION ON TWITTER (2017), Member, Kpt
SEMANTIC ANOMALY DETECTION IN TEXT DATA USING ENHANCED SEQUENTIAL EXCEPTION TECHNIQUE (2017), Member, Universiti
An Enhaced Computational Model based on Social Spider Optimisation Algorithm for EEG-based Emotion Recognition (2016), Leader, Universiti
EXPLORING GENE SELECTION TECHNIQUE FOR CLASSIFICATION OF LARGE SCALE GENE EXPRESSION DATA (2015), Leader, Universiti
BAT ALGORITHM FOR COMPLEX EVENT PATTERN DETECTION IN SENTIMENT ANALYSIS (2014), Leader, Kpt
KAJIAN "DEVELOPMENT OF TRAFFIC CONTENT ANALYTICS (SOFTWARE BASED) - TRAFFIC MANAGEMENT WITH DATA ANALYTICS" (2014), Member, Kementerian/agensi lain
MODULATED SPIKE-TIME DEPENDENT PLASTICITY ALGORITHM FOR SPATIO-TEMPORAL MOTION PREDICTION IN FISH (2013), Member, Kpt
DYNAMIC BAYESIAN NETWORK BASED MODEL TO IDENTIFY BREAST CANCER GENE SIGNATURE FROM LARGE-SCALE EXPRESSION PROFILE (2013), Leader, Universiti
Energy-Efficient Medium Access Control For Mobile Sensor Networks (2012), Member, Kpt
A New Synergy Network Based Model For Heterogeneous Breast Cancer Data (2012), Leader, Kpt
A New Semi-Supervised Algorithm In Spation-Temporal Neural Networks For Sequence Of Events Detection (2012), Member, Kpt
A Neuro-Cognitive Temporal Dynamics Model For An Intelligent Assistive Robot Of Persons With Generalized Anxiety Disorder (2012), Member, Kpt
Modelling And Stimulation Of Retrospective And Prospective Activity In The Brain (2012), Member, Universiti
TOPIC IDENTIFICATION ALGORITHM FOR FEMALE RELATED TERM AND CONCEPTUAL GRAPH INTERCHANGE FORMAT REPRESENTATION FOR EXCEPTIONAL CLAUSE IN THE HOLY QURAN (2012), Member, Universiti
CONSULTATION
Year Title Membership Funder Level Status
INTELLECTUAL PROPERTIES
Year Reference No IP Type Title of Inventor (Principal Inventor/Member) Status of IP
UNDERGRADUATE
Course Code Course Name
TID3013 Database system & information retrieval
STID3113 Research method in it
TIN2053 Neural network
EEP1032 Personal development and character building
SDG2011 Personal financial planning
SKIH3023 Collaborative and social computing
STIN2064 Machine learning
STIX3913 Project i
STIN2054 Neural network
STIN3163 Intelligent system project
STIN2063 Machine learning
SDG1011 High touch communication
STIX3923 Project 2
STIN1013 Introduction to artificial intelligence
SDG1021 Thinking skill
STIX3912 Practicum
STID1013 Information system in organization
EEP2032 Living in the multi-cultural society
POSTGRADUATE
Course Code Course Name
SZRZ6014 Research methodology
STIN5024 Data mining
STIN5014 Artificial intelligence
STIQ6014 Research methodology in computing
STIZ69920 Dissertation
STIZ6996 Project paper
STIZ6999 Project in computing
SUPERVISION
Matric Name Status Title
810413 Wan Hafizi bin Wan Khazali Completed
812507 Abdullah Yousef Awwad Al-Qammaz Completed Emotion Detection During Watching Movies Using EEG
813554 Muhammad Hilmi bin Yusoff Completed Random Forest Classification Model for Diagnostic Breaset Canser Data
814383 Wafa Zubair Abdullah Al-Dyani Completed A Study of Feature Extraction Techniques for Classifying Topics and Sentiments from News Posts
815370 Prabu A/L Sundaramothy Not Active Sentiment Analysis to Predict Stock Market Via Twitter
815456 Oyenuga Wasiu Olakunle Completed Electroencephalogram-Based Valence-Arousal Space Emotion Recognition Using Discrete Wavelet Packet Transform
816919 Zamzarith binti Abdul Mutalib Not Active A Gene Ontology Based Imputation Method Using Computational Intelligent Technique
818917 Nur 'Atifah binti Ghazali Not Active Analysis of Structure Learning Technique For Gene Expression
821129 HUSSEIN FOUAD ABBAS AL-MAZINI Completed Bat Algorithm Optimisation Technique For Feature Selection On Different Data Sizes
822161 Miss Adilah Matcharan Completed Finding High Occurance Word In Malay Language Using Text Mining Approach
822364 Aysar Thamer Naser Tuaimah Completed A COMPARITIVE ANALYSIS OF FEATURE EXTRACTION TECHNIQUES FOR ELECTROEMCEPHALOGRAM DATA
823551 NANTHINI A/P PATTABIRAMAN Completed Analysis On customer Sentiments On Airlines Services Using Twitter
826109 AHMAD HANNAN BIN ISA Completed Prediction of Real Property Value using XGBoost in Klang Valley
826112 SYARIFAH ASIAH BINTI SYED HUSIN Completed Machine Learning Techniques For Detecting Phone Scam In Malaysia
828664 Sharon anak Michael Quek Expected To Complete MEASURING CHILDREN EMOTION BASED ON FACIAL RECOGNITION AND CLASSIFY THE DATA USING K-NN ALGORITHM
830867 SOFIAN BIN YUSOFF Expected To Complete Monitoring Water Quality Prototype Using Machine Learning Techniques Based On Aquaculture Utilizing Sensor Node Data
900489 Abdullah Yousef Awwad Al-Qammaz Completed An Enhanced Computational Model based on Social Spider Optimisation Algorithm for EEG-based Emotion Recognition
900759 Muhammad Hilmi bin Yusoff Not Active BAT Algorithm for Complex Event Pattern Detection in Sentiment Analysis
901576 Raed Hasan Saleh Al Azaidah Completed Multi-Label Learning based on Positive Label Correlations using Predictive Apriori
901775 Wafa Zubair Abdullah Completed An Enhanced Binary Bat and Marcov Clustering Algorithms to Improve Event Detection for Heterogeneous News Text Documents
902322 ADNAN HUSSEIN ALI BIN YAHYA Not Active Content Social based Features for Unsupervised Fake News Detection in Twitter using Text Clustering Approach
903679 ABDULRAHMAN DIRA KHALAF Not Active Human Identification System based on Hybrid Biometrics
904455 ASIF EHSAN SHARWANI Not Active Big Data Visualization
904500 SAMEER MALIK Not Active MECHANISM FOR ASSOCIATION RULE PATTERN DISCOVERY USING K-MEANS CLUSTERING FOR MULTIPLE HEALTHCARE APPLICATIONS
904823 RAMI KHALAF AWAD ALJAMAEEN Not Active Differential Diagnosis of Jaw Lesions Using a Hybrid Neutrosoph with Fuzzy CMeans Clustering Algorithm (NFCM) Based on Panoramic X-Ray Images
905093 ZHANG, CHENG Not Active Deep-Learning Models for Online Condition Monitoring and Diagnostics in Solid-State Power Source Systems
906112 YANG, BING Not Active Research on the Machine Vision Application in LCD Recognition in Product Detection
906274 AL-GBURI AWS HAMED HAMAD Not Active Heterogenous Time Series Forecasting with Deep Learning for Air Quality
906296 LI, JICHUN Not Active GENETIC ALGORITHM ASSOCIATION FOR PATH AND FEATURE SELECTION IN PROBABILITY DIAGRAM
94090 Adel Salem Abdullah Hattab Not Active Cuckoo Search for Medical Image Segmentation
95813 Azizi bin Abas Completed Using RGB Colour Combination in Coloured Quick Response (QR) Code Algorithm to Enhance QR Code Capacity
95868 David Not Active Strategic Customers Segmentation in Banking Industry Through Data Mining Technique Towards Competitive Intelligence
815627 Sutha A/P Gurusamy Not Active Sentiment Analysis in Twitter Posts On News
822698 Huda Mohammed Lateef Al-Jumaili Completed Comparative Show On Content Based Feature For Health Sector By Using Facebook Post
823029 Shahzad Qaiser Completed SENTIMENT ANALYSIS ON IMPACT OF TECHNOLOGY ON EMPLOYMENT USING MACHINE LEARNING
824300 SYAZA LYANA BINTI MAHADZIR Completed Information Extraction of Text and Image in Heterogeneous Web Data for Tourism in Malaysia
828860 NOR IDALAILA BINTI AZIZ Completed Predicting Election Outcome Using Political Sentiment
900757 Mohammed Ahmed Taiye Completed An Enhanced Sequential Exception Technique for Semantic-Based Text Anomaly Detection
900995 AUTHAPON KONGWAN Active Semantic-Based Question Answering System for Fuzzy Factoid Answer from Thai Texts
901921 NURUL SYAFIDAH BINTI JAMIL Not Active Censorship Detection for Film Script Using Sentiment Analyzer Technique
902878 Awab Noori Abdulwadood Al-Genaie Not Active An Enhanced Outlier Detection Model in Text Stream.
904977 RABIA EJAZ Not Active Robust Object Identification using Deep Learning for Autonomous Vehicles in Smart Traffic Management and Control
905535 HAROON-SULYMAN SHAKIRAT OLUWATOSIN Active Electra-Based Gan for Textual Anomaly Detection
906137 LU, JIANBO Active Cross-modal Image and Text Retrieval Method For Wolfberry Pests Based on Deep Learning
 
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