Untuk Kegunaan UKM sahaja

For UKM use only

Curriculum Vitae


MAKLUMAT ASAS

DR. NOR SAMSIAH BINTI SANI

PENSYARAH UNIVERSITI
PUSAT KAJIAN TEKNOLOGI KECERDASAN BUATAN (CAIT)
norsamsiahsani@ukm.edu.my
No.rasmi UKM : 03 8921 5555
BIOGRAFI /BIOGRAPHY

Nor Samsiah Sani received her bachelor’s degree in Information Technology from the Universiti Tenaga Nasional (UNITEN), Malaysia. She then continued her PhD at the University of Sheffield, United Kingdom, where her thesis focused on machine learning , deep learning and evolutionary algorithms. She currently holds the position of Senior Lecturer within the Faculty of Information Science and Technology, Center for Artificial Intelligence Technology (CAIT), Universiti Kebangsaan Malaysia (UKM). She has been invited as speaker for several seminars on Machine Learning (ML) and Deep Learning (DL), organized by the Malaysian IEEE-Electron Devices Society. She also has been invited to run short courses on similar subjects for the National Heart Institute and UKM Graduate School of Business respectively. She is currently leading four projects at the internal and national level, where one of the project sees her engaging into collaboration with the Malaysian government sectors, such as the Ministry of Higher Education and the Economic Planning Unit (EPU). Her research interests lie primarily in the fields of machine learning, deep learning, evolutionary algorithms, data mining and optimization, data analytics and Chemoinformatics.

KELAYAKAN AKADEMIK / ACADEMIC QUALIFICATION
(Bidang Pengajian),(Peringkat),(Institusi),(Tahun)
Social Sciences , Doktor Falsafah , UNIVERSITY OF SHEFFIELD, UK , 2016
Sarjana Muda , UNITEN , 2005
KEPAKARAN / EXPERTISE
INFORMATION AND COMMUNICATION TECHNOLOGY - ARTIFICIAL INTELLIGENCE ( Machine Learning, Deep Learning, Evolutionary Algorithm, Chemoinformatics, Data Analytics, Data Mining and Optimization)
PENERBITAN TERKINI / LATEST PUBLICATION

Penerbitan Berimpak Tinggi

Ahmad Fikri Mohamed Nafuri, Nor Samsiah Sani, Nur Fatin Aqilah Zainudin, Abdul Hadi Abd Rahman And Mohd Aliff.  (2022).  Clustering Analysis For Classifying Student Academic Performance In Higher Education.  - Applied Sciences.  1-22. 
Atheer Bassel, Amjed Basil Abdulkareem, Zaid Abdi Alkareem Alyasseri, Nor Samsiah Sani And Husam Jasim Mohammed.  (2022).  Automatic Malignant And Benign Skin Cancer Classification Using A Hybrid Deep Learning Approach.  - Diagnostics.  1-15. 
Illa Iza Suhana Shamsuddin, Zalinda Othman, Nor Samsiah Sani.  (2022).  Water Quality Index Classification Based On Machine Learning: A Case From The Langat River Basin Model.  - Water.  1-20. 
Waleed Shahjehan, Abid Ullah, Syed Waqar Shah, Imran Khan, Nor Samsiah Sani, Ki-il Kim.  (2022).  A Sparse Optimization Approach For Beyond 5g Mmwave Massive Mimo Networks.  - Cmc-computers Materials & Continua.  2797-2810. 
Abdallah Abdallah, Mohamad Khairi Ishak, Nor Samsiah Sani, Imran Khan, Fahad R. Albogamy, Hirofumi Amano, Samih M. Mostafa.  (2022).  An Optimal Framework For Sdn Based On Deep Neural Network.  - Cmc-computers Materials & Continua.  1125-1140. 
Ali Sabah Abdulameer, Sabrina Tiun, Nor Samsiah Sani, Masri Ayob, Adil Yaseen Taha.  (2022).  Enhanced Clustering Models With Wiki-based K-nearest Neighbors-based Representation For Web Search Result Clustering.  - Journal Of King Saud University - Computer And Information Sciences.  840-850. 
Norashikin Mustafa, Nik Shanita Safii, Aida Jaffar, Nor Samsiah Sani, Mohd Izham Mohamad, Abdul Hadi Abd Rahman, Sherina Mohd Sidik.  (2021).  Malay Version Of The Mhealth App Usability Questionnaire (m-mauq): Translation, Adaptation, And Validation Study.  - Jmir Mhealth And Uhealth.  1-11. 
Ammar Nasif, Zulaiha Ali Othman And Nor Samsiah Sani.  (2021).  The Deep Learning Solutions On Lossless Compression Meth-ods For Alleviating Data Load On Iot Nodes In Smart Cities.  - Sensors.  1-26. 
Afzan Adam, Abdul Hadi Abd Rahman, Nor Samsiah Sani, Zaid Abdi Alkareem Alyessari, Nur Jumaadzan Zaleha Mamat, Basela Hasan.  (2021).  Epithelial Layer Estimation Using Curvatures And Textural Features For Dysplastic Tissue Detection.  - Computers, Materials And Continua.  761-777. 
Mariah Abdul Rahman, Nor Samsiah Sani, Rusnita Hamdan, Zulaiha Ali Othman, Azuraliza Abu Bakar.  (2021).  A Clustering Approach To Identify Multidimensional Poverty Indicators For The Bottom 40 Percent Group.  - Plos One.  1-25. 
Abdullah Muhammad, Salwani Abdullah, Nor Samsiah Sani.  (2021).  Optimization Of Sentiment Analysis Using Teaching-learning Based Algorithm.  - Computers, Materials & Continua.  1783-1799. 
Ying He, Habib Ullah Khan, Kai Zhang, Wei Wang, Bong Jun Cho, Ayman A. Aly, Bassem F. Felemban, Nor Samsiah Sani, Qazwan A. Tarbosh, And Ömer Aydogdu.  (2021).  D2d-v2x-sdn: Taxonomy And Architecture Towards 5g Mobile Communication System.  - Ieee Access.  15550-15552. 
Ali Sabah, Sabrina Tiun, Nor Samsiah Sani, Masri Ayob, Adil Yaseen Taha.  (2021).  Enhancing Web Search Result Clustering Model Based On Multiview Multirepresentation Consensus Cluster Ensemble (mmcc) Approach.  - Plos One.  1-22. 
Mustafa Tareq, Elankovan A. Sundararajan, Masnizah Mohd, And Nor Samsiah Sani.  (2020).  Online Clustering Of Evolving Data Streams Using A Density Grid-based Method.  - Ieee Access.  66472-66490. 
John D. Holliday, Nor Sani & Peter Willett.  (2018).  Ligand Based Virtual Screening Using A Genetic Algorithm With Data Fusion.  - Match Communications In Mathematical And In Computer Chemistry. 
John D. Holliday, Nor Sani And Peter Willett.  (2015).  Calculation Of Substructural Analysis Weights Using A Genetic Algorithm.  - Journal Of Chemical Information And Modeling. 

Penerbitan WOS

Nur Afyfah Suwadi, Morched Derbali, Nor Samsiah Sani, Meng Chun Lam, Haslina Arshad, Imran Khan, And Ki-il Kim.  (2022).  An Optimized Approach For Predicting Water Quality Features Based On Machine Learning.  - Wireless Communications & Mobile Computing.  1-20. 
Amit Chhabra, Sudip Kumar Sahana, Nor Samsiah Sani, Ali Mohammadzadeh And Hasmila Amirah Omar.  (2022).  Energy-aware Bag-of-tasks Scheduling In The Cloud Computing System Using Hybrid Oppositional Differential Evolution-enabled Whale Optimization Algorithm.  - Energies.  1-36. 
Rabiatul Adawiyah Ali, Nik Nor Liyana Nik Ibrahim, Wan Azlina Wan Abdul Karim Ghani, Hon Loong Lam, Nor Samsiah Sani.  (2022).  Utilization Of Process Network Synthesis And Machine Learning As Decision Making Tools For Municipal Solid Waste Management.  - International Journal Of Environmental Science And Technology.  1985-1996. 
Amjed Basil Abdulkareem, Nor Samsiah Sani, Shahnorbanun Sahran, Zaid Abdi Alkareem Alyessari, Afzan Adam, Abdul Hadi Abd Rahman, Abdulkarem Basil Abdulkarem.  (2021).  Predicting Covid-19 Based On Environmental Factors With Machine Learning.  - Intelligent Automation And Soft Computing.  305-320. 
Azuraliza Abu Bakar, Rusnita Hamdan, Nor Samsiah Sani.  (2020).  Ensemble Learning For Multidimensional Poverty Classification.  - Sains Malaysiana.  447-459. 
Zulaiha Ali Othman, Azuraliza Abu Bakar, Nor Samsiah Sani, Jamaludin Sallim.  (2020).  Household Overspending Model Amongst B40, M40 And T20 Using Classification Algorithm.  - (ijacsa) International Journal Of Advanced Computer Science And Applications.  392-399. 
Fayyad Banihani, Salwani Abdullah, Nor Samsiah Sani, Zalinda Othman.  (2019).  Reinitiate Great Deluge With Composite Neighbourhood Structures For Rough Set Attribute Reduction.  - International Journal Of Computer Science And Network Security.  165-171. 
Mohd Aliff, Mi Yusof, Nor Samsiah Sani, Azavitra Zainal.  (2019).  Development Of Fire Fighting Robot (qrob).  - International Journal Of Advanced Computer Science And Applications.  142-147. 
Abdul Hadi Abd Rahman, Rossilawati Sulaiman, Nor Samsiah Sani, Afzan Adam, Roham Amini.  (2019).  Evaluation Of Peer Robot Communications Using Cryptoros.  - International Journal Of Advanced Computer Science And Applications.  658-663. 
Mohd Aliff, Nor Samsiah Sani.  (2019).  Robot Arm Analysis Based On Master Device Pneumatic Actuators.  - International Journal Of Advanced Computer Science And Applications.  199-204. 
Gadeer Mahmood Alathamneh, Salwani Abdullah, Nor Samsiah Sani.  (2019).  Genetic Algorithm Selection Strategies Based Rough Set For Attribute Reduction.  - International Journal Of Computer Science And Network Security.  187-194. 
Tara Khairiyah Md Zali, Nor Samsiah Sani, Abdul Hadi Abd Rahman, Mohd Aliff.  (2019).  Attractiveness Analysis Of Quiz Games.  - International Journal Of Advanced Computer Science And Applications.  205-210. 

Penerbitan SCOPUS/ERA

Atheer Bassel, Amjed Basil Abdulkareem, Zaid Abdi Alkareem Alyasseri, Nor Samsiah Sani And Husam Jasim Mohammed.  (2022).  Automatic Malignant And Benign Skin Cancer Classification Using A Hybrid Deep Learning Approach.  - Diagnostics.  1-15. 
Ahmad Fikri Mohamed Nafuri, Nor Samsiah Sani, Nur Fatin Aqilah Zainudin, Abdul Hadi Abd Rahman And Mohd Aliff.  (2022).  Clustering Analysis For Classifying Student Academic Performance In Higher Education.  - Applied Sciences.  1-22. 
Illa Iza Suhana Shamsuddin, Zalinda Othman, Nor Samsiah Sani.  (2022).  Water Quality Index Classification Based On Machine Learning: A Case From The Langat River Basin Model.  - Water.  1-20. 
Nur Afyfah Suwadi, Morched Derbali, Nor Samsiah Sani, Meng Chun Lam, Haslina Arshad, Imran Khan, And Ki-il Kim.  (2022).  An Optimized Approach For Predicting Water Quality Features Based On Machine Learning.  - Wireless Communications & Mobile Computing.  1-20. 
Amit Chhabra, Sudip Kumar Sahana, Nor Samsiah Sani, Ali Mohammadzadeh And Hasmila Amirah Omar.  (2022).  Energy-aware Bag-of-tasks Scheduling In The Cloud Computing System Using Hybrid Oppositional Differential Evolution-enabled Whale Optimization Algorithm.  - Energies.  1-36. 
Abdallah Abdallah, Mohamad Khairi Ishak, Nor Samsiah Sani, Imran Khan, Fahad R. Albogamy, Hirofumi Amano, Samih M. Mostafa.  (2022).  An Optimal Framework For Sdn Based On Deep Neural Network.  - Cmc-computers Materials & Continua.  1125-1140. 
Waleed Shahjehan, Abid Ullah, Syed Waqar Shah, Imran Khan, Nor Samsiah Sani, Ki-il Kim.  (2022).  A Sparse Optimization Approach For Beyond 5g Mmwave Massive Mimo Networks.  - Cmc-computers Materials & Continua.  2797-2810. 
Ashraf Abdelhadi, Suhaila Zainudin, Nor Samsiah Sani.  (2022).  A Regression Model To Predict Key Performance Indicators In Higher Education Enrollments.  - International Journal Of Advanced Computer Science And Applications (ijacsa).  454-460. 
Rabiatul Adawiyah Ali, Nik Nor Liyana Nik Ibrahim, Wan Azlina Wan Abdul Karim Ghani, Hon Loong Lam, Nor Samsiah Sani.  (2022).  Utilization Of Process Network Synthesis And Machine Learning As Decision Making Tools For Municipal Solid Waste Management.  - International Journal Of Environmental Science And Technology.  1985-1996. 
Ali Sabah Abdulameer, Sabrina Tiun, Nor Samsiah Sani, Masri Ayob, Adil Yaseen Taha.  (2022).  Enhanced Clustering Models With Wiki-based K-nearest Neighbors-based Representation For Web Search Result Clustering.  - Journal Of King Saud University - Computer And Information Sciences.  840-850. 
Abdullah Muhammad, Salwani Abdullah, Nor Samsiah Sani.  (2021).  Optimization Of Sentiment Analysis Using Teaching-learning Based Algorithm.  - Computers, Materials & Continua.  1783-1799. 
Mariah Abdul Rahman, Nor Samsiah Sani, Rusnita Hamdan, Zulaiha Ali Othman, Azuraliza Abu Bakar.  (2021).  A Clustering Approach To Identify Multidimensional Poverty Indicators For The Bottom 40 Percent Group.  - Plos One.  1-25. 
Norashikin Mustafa, Nik Shanita Safii, Aida Jaffar, Nor Samsiah Sani, Mohd Izham Mohamad, Abdul Hadi Abd Rahman, Sherina Mohd Sidik.  (2021).  Malay Version Of The Mhealth App Usability Questionnaire (m-mauq): Translation, Adaptation, And Validation Study.  - Jmir Mhealth And Uhealth.  1-11. 
Ammar Nasif, Zulaiha Ali Othman And Nor Samsiah Sani.  (2021).  The Deep Learning Solutions On Lossless Compression Meth-ods For Alleviating Data Load On Iot Nodes In Smart Cities.  - Sensors.  1-26. 
Ying He, Habib Ullah Khan, Kai Zhang, Wei Wang, Bong Jun Cho, Ayman A. Aly, Bassem F. Felemban, Nor Samsiah Sani, Qazwan A. Tarbosh, And Ömer Aydogdu.  (2021).  D2d-v2x-sdn: Taxonomy And Architecture Towards 5g Mobile Communication System.  - Ieee Access.  15550-15552. 
Amjed Basil Abdulkareem, Nor Samsiah Sani, Shahnorbanun Sahran, Zaid Abdi Alkareem Alyessari, Afzan Adam, Abdul Hadi Abd Rahman, Abdulkarem Basil Abdulkarem.  (2021).  Predicting Covid-19 Based On Environmental Factors With Machine Learning.  - Intelligent Automation And Soft Computing.  305-320. 
Norsuhada Mansor, Nor Samsiah Sani, Mohd Aliff.  (2021).  Machine Learning For Predicting Employee Attrition.  - International Journal Of Advanced Computer Science And Applications.  435-445. 
Afzan Adam, Abdul Hadi Abd Rahman, Nor Samsiah Sani, Zaid Abdi Alkareem Alyessari, Nur Jumaadzan Zaleha Mamat, Basela Hasan.  (2021).  Epithelial Layer Estimation Using Curvatures And Textural Features For Dysplastic Tissue Detection.  - Computers, Materials And Continua.  761-777. 
Nor Samsiah Sani, Abdul Hadi Abd Rahman, Afzan Adam, Israa Shlash, Mohd Aliff.  (2020).  Ensemble Learning For Rainfall Prediction.  - International Journal Of Advanced Computer Science And Applications (ijacsa).  153-162. 
Nor Samsiah Sani, Ahmad Fikri Mohamed Nafuri, Zulaiha Ali Othman, Mohd Zakree Ahmad Nazri, Khairul Nadiyah Mohamad.  (2020).  Drop-out Prediction In Higher Education Among B40 Students.  - International Journal Of Advanced Computer Science And Applications (ijacsa).  550-559. 
Wong Soon Fook, Abdul Hadi Abd Rahman, Nor Samsiah Sani, Afzan Adam.  (2020).  Resource Optimisation Using Multithreading In Support Vector Machine.  - International Journal Of Advanced Computer Science And Applications.  356-359. 
Zulaiha Ali Othman, Azuraliza Abu Bakar, Nor Samsiah Sani, Jamaludin Sallim.  (2020).  Household Overspending Model Amongst B40, M40 And T20 Using Classification Algorithm.  - (ijacsa) International Journal Of Advanced Computer Science And Applications.  392-399. 
Shafaizal Shabudin, Nor Samsiah Sani, Khairul Akram Zainal Ariffin, Mohd Aliff.  (2020).  Feature Selection For Phishing Website Classification.  - International Journal Of Advanced Computer Science And Applications.  587-595. 
Norashikin Mustafa, Abdul Hadi Abd Rahman, Nor Samsiah Sani, Mohd Izham Mohamad, Ahmad Zawawi Zakaria, Azimah Ahmad, Noor Hafizah Yatiman, Ruzita Abd Talib, Poh Bee Koon, Nik Shanita Safii.  (2020).  Idietscoretm: Meal Recommender System For Athletes And Active Individuals.  - (ijacsa) International Journal Of Advanced Computer Science And Applications.  269-276. 
Aliff, M., Saiful Amry, I., Yusof, M. I., Zainal, A. And Rohanim, A.,sani, N. S..  (2020).  Development Of Smart Rescue Robot With Image Processing (irob-ip).  - International Journal Of Electrical Engineering And Technology.  8-19. 
Azuraliza Abu Bakar, Rusnita Hamdan, Nor Samsiah Sani.  (2020).  Ensemble Learning For Multidimensional Poverty Classification.  - Sains Malaysiana.  447-459. 
Mustafa Tareq, Elankovan A. Sundararajan, Masnizah Mohd, And Nor Samsiah Sani.  (2020).  Online Clustering Of Evolving Data Streams Using A Density Grid-based Method.  - Ieee Access.  66472-66490. 
Mohd Aliff, Fitri Danieal, Mohd Firdaus Mohamed, Ahmad Athif, Tetsuya Akagi, Nor Samsiah.  (2020).  Development Of Flexible Pneumatic Rehabilitation Actuator For Knee Injury.  - Test Engineering & Management Magazine.  12849-12855. 
Mohd Aliff, Mohamed Alif Dinie, Ismail Yusof, Nor Samsiah.  (2019).  Development Of Smart Glove Rehabilitation Device (sgrd) For Parkinson's Disease.  - International Journal Of Innovative Technology And Exploring Engineering (ijitee).  4512-4511. 
Tara Khairiyah Md Zali, Nor Samsiah Sani, Abdul Hadi Abd Rahman, Mohd Aliff.  (2019).  Attractiveness Analysis Of Quiz Games.  - International Journal Of Advanced Computer Science And Applications.  205-210. 
Mohd Aliff, Noor Firdaus, Nasyuha Rosli, Mi Yusof, Nor Samsiah, Shahrul Effendy.  (2019).  Remotely Operated Unmanned Underwater Vehicle For Inspection.  - International Journal Of Innovative Technology And Exploring Engineering (ijitee).  4644-4649. 
Mohd Aliff, Nor Samsiah Sani.  (2019).  Robot Arm Analysis Based On Master Device Pneumatic Actuators.  - International Journal Of Advanced Computer Science And Applications.  199-204. 
Mohd Zakree Bin Ahmad Nazri, Rohayu Abd Ghani, Salwani Abdullah, Mas Ayu, R Nor Samsiah.  (2019).  Predicting Academician Publication Performance Using Decision Tree.  - International Journal Of Recent Technology And Engineering.  180-185. 
Abdul Hadi Abd Rahman, Rossilawati Sulaiman, Nor Samsiah Sani, Afzan Adam, Roham Amini.  (2019).  Evaluation Of Peer Robot Communications Using Cryptoros.  - International Journal Of Advanced Computer Science And Applications.  658-663. 
Mohd Aliff, Mi Yusof, Nor Samsiah Sani, Azavitra Zainal.  (2019).  Development Of Fire Fighting Robot (qrob).  - International Journal Of Advanced Computer Science And Applications.  142-147. 
Mohd Aliff, Abdul Halim Hamdi, Ismail Yusof, Nor Samsiah.  (2019).  Development Of Control System For Dual Nc Machine With Single 6-axis Robot.  - International Journal Of Innovative Technology And Exploring Engineering (ijitee).  4505-4511. 
Fayyad Banihani, Salwani Abdullah, Nor Samsiah Sani, Zalinda Othman.  (2019).  Reinitiate Great Deluge With Composite Neighbourhood Structures For Rough Set Attribute Reduction.  - International Journal Of Computer Science And Network Security.  165-171. 
Mohamed Rafique Othman, Zulaiha Ali Othman, Ayman Ibraheem Srour, Nor Samsiah Sani.  (2019).  A Hybrid Water Flow-like Algorithm And Variable Neighbourhood Search For Traveling Salesman Problem.  - International Journal On Advanced Science, Engineering And Information Technology.  1505-1511. 
Mohd Aliff, Nur Raihan, Ismail Yusof, Nor Samsiah.  (2019).  Development Of Remote Operated Vehicle (rov) Control System Using Twincat At Main Control Pod (mcp).  - International Journal Of Innovative Technology And Exploring Engineering (ijitee).  5606-5610. 
Gadeer Mahmood Alathamneh, Salwani Abdullah, Nor Samsiah Sani.  (2019).  Genetic Algorithm Selection Strategies Based Rough Set For Attribute Reduction.  - International Journal Of Computer Science And Network Security.  187-194. 
John D. Holliday, Nor Sani & Peter Willett.  (2018).  Ligand Based Virtual Screening Using A Genetic Algorithm With Data Fusion.  - Match Communications In Mathematical And In Computer Chemistry. 
Nor Samsiah Sani , Mariah Abdul Rahman , Azuraliza Abu Bakar , Shahnorbanun Sahran , Hafiz Mohd Sarim.  (2018).  Machine Learning Approach For Bottom 40 Percent Households (b40) Poverty Classification.  - International Journal On Advanced Science, Engineering And Information Technology. 
Nor Samsiah Sani, Illa Iza Suhana Shamsuddin, Shahnorbanun Sahran, Abdul Hadi Abd Rahman, Ereena Nadjimin Muzaffar.  (2018).  Redefining Selection Of Features And Classification Algorithms For Room Occupancy Detection.  - International Journal On Advanced Science, Engineering And Information Technology. 
Nor Samsiah Sani, Mariah Abdul Rahman, Azuraliza Abu Bakar, Shahnorbanun Sahran, Hafiz Mohd Sarim.  (2018).  Machine Learning Approach For Bottom 40 Percent Households (b40) Poverty Classification.  - International Journal On Advanced Science, Engineering And Information Technology. 
Abdul Hadi Abd Rahman, Khairul Akram Zainol Ariffin, Nor Samsiah Sani, Hairi Zamzuri.  (2017).  Pedestrian Detection Using Triple Laser Range Finders.  - International Journal Of Electrical And Computer Engineering. 
John D. Holliday, Nor Sani And Peter Willett.  (2015).  Calculation Of Substructural Analysis Weights Using A Genetic Algorithm.  - Journal Of Chemical Information And Modeling. 

Prosiding Terindeks

Rusnita Isnin@hamdan, Azuraliza Abu Bakar, Nur Samsiah Sani.  (2020).  Does Artificial Intelligence Prevail In Poverty Measurement?.  - Journal Of Physics: Conference Series.  1-13. 
Izwan Azmi, Mohamad Syazwan Shafei, Mohammad Faidzul Nasrudin, Nor Samsiah Sani, Abdul Hadi Abd Rahman.  (2019).  Arucorsv: Robot Localisation Using Artificial Marker.  - The 6th International Conference For Robotics Intelligence And Applications (rita 2018).  189-198. 

Buku Penyelidikan

Nor Samsiah Binti Hj Sani, Muhammad Yusri Bin Rosli.  (2021).  Kampus Digital: Ke Arah Kampus Yang Lestari.  - 27. 
Nor Samsiah Mohd Sani, Zulaiha Ali Othman, Mariah Abdul Rahman.  (2021).  Kajian Sains Data Dalam Analitik Kesejahteraan Rakyat.  - 46. 
Azuraliza Abu Bakar & Nor Samsiah Sani.  (2018).  Sains Data Penerokaan Pengetahuan Dari Data Raya.  - 22. 

Bab Dalam Buku

Mohd Aliff Afira Sani, Mohamaad Amirullah Rozidi, Mohd Usairy Syafiq Samain, Nor Samsiah Sani.  (2022).  Advanced Transdisciplinary Engineering And Technology.  - 398. 
Nor Samsiah Binti Hj Sani, Muhammad Yusri Bin Rosli.  (2021).  Kampus Digital: Ke Arah Kampus Yang Lestari.  - 27. 
Nor Samsiah Mohd Sani, Zulaiha Ali Othman, Mariah Abdul Rahman.  (2021).  Kajian Sains Data Dalam Analitik Kesejahteraan Rakyat.  - 46. 
Azuraliza Abu Bakar & Nor Samsiah Sani.  (2018).  Sains Data Penerokaan Pengetahuan Dari Data Raya.  - 22. 
Azizi Abdullah & Nor Samsiah Sani.  (2017).  Penyelidikan Komputeran Dalam Era Revolusi Industri 4.0.  - 7. 

Penulisan Dalam Bahasa Melayu

Zulaiha Ali Othman, Hafiz Mohd Sarim, Nor Samsiah Sani.  (2021).  Data Analytics And Optimization Seminar 2021.  - 125. 

Penerbitan Lain-lain

Abdul Hadi Bin Abd Rahman;mohammad Faidzul Bin Nasrudin;noor Faridatul Ainun Binti Zainal;afzan Binti Adam;nor Samsiah Binti Sani.  (2022).  Komuniti Celik Komputer Dan Robotik.  -
Khairul Akram Bin Zainol Ariffin;khairuddin Bin Omar;siti Norul Huda Bt. Sheikh Abdullah;nor Samsiah Binti Sani.  (2022).  Malware Detection Model Based On Memory Forensics Analysis Using Factorization Machine Algorithm.  -
Masri Binti Ayob;raha Binti Abdul Rahman;mohd Zakree Bin Ahmad Nazri;razman Bin Jarmin;muhammad Bin Maaya;nor Samsiah Binti Sani;liu Chian Yong;sabrina Binti Tiun.  (2022).  Discrete Differential Evolution Algorithm Enhancement Using Self-adaptive Learning Mechanism For Solving Surgery Scheduling Problems.  -
Mohd Ridzwan Bin Yaakub;amelia Natasya Binti Abdul Wahab;rossilawati Binti Sulaiman;azrulhizam Bin Shapi`i;afzan Binti Adam;akmal Bin Aris;nor Samsiah Binti Sani.  (2022).  Targeted Online And Social Media Based On Sentiment Analysis For Electoral Boundaries.  -
Nor Samsiah Sani, Azwanis Abdosamad, Loo Yong Li.  (2021).  Leveraging Machine Learning For Property Analytics.  - Akses.  32-33. 
Nor Azlan Bin Nor Muhammad;zeti Azura Binti Mohamed Hussein;azuraliza Binti Abu Bakar;nor Samsiah Binti Sani;nurul Syakima Binti Ab Mutalib;ang Mia Yang.  (2021).  Developing A Deep Learning Method For Integrating And Identifying Signatures In Multi-omics Data For Ovarian Serous Cystadenocarcinoma.  -
Ts Dr Abdul Hadi Bin Abd Rahman, Dr Khairul Akram Zainol Ariffin, Noor Faridatul Ainun Zainal, Ts Dr Nor Samsiah Sani, Ts Dr Afzan Adam.  (2021).  Stem@arvis: Cabaran Robot Kecerdasan Buatan (airc).  - 1-62. 
Nor Samsiah Binti Sani;zulaiha Binti Ali Othman;azuraliza Binti Abu Bakar.  (2020).  Enhancement Of Substructual Analysis (ssa) Method Using Deep Learning Approach.  -
Khairil Anuar Bin Azman Hisham, Hazura Mohamed, Nor Samsiah Sani.  (2020).  Pengklasifikasian Prestasi Pelajar Menggunakan Pendekatan Pembelajaran Mesin.  - 1-14. 
Hazura Mohamed, Hairulliza Mohamad Judi, Ruzzakiah Jenal, Nurhizam Safie, Siti Aishah Hanawi, Nor Shamsiah Sani.  (2020).  Penilaian Keberkesanan Program Latihan Industri Berasaskan Model Kirkpatrick.  - Karnival Inovasi P&p 2020.  1. 
Noor Faridatul Ainun Zainal, Abdul Hadi Abd Rahman, Afzan Adam, Nor Samsiah Sani.  (2020).  Peningkatan Kemahiran Diri Pelajar Menerusi Penyertaan Aktiviti Kelab.  - Knovasi 2020.  1-18. 
Mohd Zakree Bin Ahmad Nazri;seri Manja Bte Abdul Wahab;zulaiha Binti Ali Othman;salwani Binti Abdullah;hafiz Bin Mohd Sarim;farizan Binti Othman;sazura Binti Ramli;zalinda Binti Othman;nor Samsiah Binti Sani.  (2020).  Pembangunan Model Ramalan Produktiviti Penyelidikan Ukm Menggunakan Pendekatan Pembelajaran Mesin.  -
Rathiga A/p Selvam, Nor Samsiah Sani, Zaihosnita Hood.  (2020).  Sistem Pengurusan Acara Bagi Syarikat Marathon My Enterprise.  - 1-21. 
Afzan Adam, Norsamsiah Sani, Siti Norul Huda Sheikh Abdullah, Abdul Razak Hamdan, Mohd Zakre Ahmad Nazri, Mohd Ridzwan Yaakob.  (2020).  Knowledge Representation (ai): Semantic.  - 1. 
Nur Adlina Binti Hamzan, Nor Samsiah Sani.  (2020).  Klasifikasi Kategori Kemiskinan Di Malaysia Menggunakan Model Pengelompokan.  - 1-25. 
Dhevisri A/p Amirthalingam, Nor Samsiah Sani.  (2020).  Aplikasi Pengecaman Imej Resit Dan Pengekstrakan Teks Menggunakan Pembelajaran Mendalam.  - 1-16. 
Puteri Nadiah Syahirah Raja Mohd Hafizul, Nor Samsiah Sani.  (2020).  Klasifikasi Keciciran Pelajar Ijazah Sarjana Muda Golongan B40 Menggunakan Kaedah Pembelajaran Mesin.  - 1-23. 
Afzan Adam, Norsamsiah Sani, Siti Norul Huda Sheikh Abdullah, Abdul Razak Hamdan, Mohd Zakre Ahmad Nazri, Mohd Ridzwan Yaakob.  (2020).  Knowledge Representation (ai): Rules.  - 1. 
Khaled Sulaiman, Nor Samsiah Sani.  (2020).  Chemical Compound Classification Using Long Short-term Memory (lstm) For Virtual Screening.  - 1-12. 
Nicky Chua Ruey Liang, Nor Samsiah Sani.  (2020).  Realiti Maya Menjelajah Ftsm (vreftsm).  - 1-13. 
Nur Fatin Aqilah Binti Zainudin, Nor Samsiah Sani.  (2020).  Pengecaman Asas Bahasa Isyarat Malaysia (bim) Dengan Menggunakan Kaedah Pembelajaran Mesin.  - 110-129. 
Rathiga A/p Selvan, Terry Pattu, Nor Samsiah Sani.  (2020).  Web Application Turno Turbine Engineering.  - Li-ftsm-2020-008.  1. 
Nicky Chua Ruey Liang, Vic Seow Yee Hooi, Nor Samsiah Sani.  (2020).  Setup Dedicated Newtwork Switch.  - Li-ftsm-2020-015.  1. 
Nur Fatin Aqilah Binti Zainudin, Lim Meng Hui, Nor Samsiah Binti Sani.  (2020).  Smartpeep Virtual Ai Patient-sitter System Development.  - Li-ftsm-2020-013.  1. 
Khairul Akram Zainol Ariffin, Siti Norul Huda Sheikh Abdullah, Khairul Azmi Abu Bakar, Wan Fariza Paizi@fauzi, Nurhizam Safie Mohd Satar, Zulaiha Ali Othman, Suhaila Zainudin, Nur Samsiah & Shahrina Shahrani.  (2018).  Cybersecurity, Cyber Heroes.  -
Almas Nazihah Tengku Kamaludin, Hazilah Mohd Amin & Nor Samsiah Sani.  (2017).  Sistem Lost And Found Berasaskan Web.  - Softam-sis-2017-23. 
Shahreza Sharani, Hazilah Mohd Amin & Nor Samsiah Sani.  (2017).  Sistem Pengurusan Tempahan Pusat Sukan Berasaskan Web.  - Softam-sis-2017-24. 
Nor Aliah Atiqah Mohd Sharif Budin & Nor Samsiah Sani.  (2017).  Sistem Perkhidmatan Kereta Sewa Ukm.  - Cait-dmo-2017-28. 
Rahmah Hayati Mohd Azali & Nor Samsiah Sani.  (2017).  Sistem Anak-anak Negeri(ukm).  - Cait-dmo-2017-27. 
Mohd Hanaffi Ridzwan Samsudin & Nor Samsiah Sani.  (2017).  Sistem Penyelian Dan Semakan Pelajar.  - Cait-dmo-2017-26. 
Shahnorbanun Sahran, Siti Norul Huda Sheikh Abdullah, Masnizah Mohd, Nor Samsiah Sani, Afzan Adam, Nor Ana Mansor & Wasim Abdulqawi Ahmed Hussein.  (2017).  Laporan Seminar Siswazah Teknologi Kecerdasan Buatan Caitps 2016.  - Laporan Seminar Siswazah Teknologi Kecerdasan Buatan Caitps 2016. 
Nurul Izuwani Nasir & Nor Samsiah Sani.  (2017).  Sistem Pengurusan Kolej Kediaman.  - Cait-dmo-2017-25. 
Mohd Fazlan Abd Azis, Afzan Adam, Nor Samsiah Sani.  (2016).  Laman Web Sistem Diagnosis Kesihatan Prostat.  -
Nur Syuhaidah Nor Azni, Azuraliza Abu Bakar, Norshamsiah Sani.  (2016).  Peramalan Lokasi Titik Panas Denggi Menggunakan Model Petua Sekutuan.  - Negative Associative Clas. 
Nor Samsiah Sani, John Holliday & Peter Willett.  (2014).  An Upper Bound To The Effectiveness Of Substructural Analysis Methods.  - The 10th International Conference On Chemical Structures (iccs). 
Nor Samsiah Sani, John Holliday & Peter Willett.  (2013).  The Comparison Of Measurement Of Different Weighting Schemes In Ssa.  - Ifutures Conference, University Of Sheffield Information Studies Department. 
PROJEK PENYELIDIKAN / RESEARCH PROJECT
(Tajuk),(Peranan),(Tempoh),(Tahap)

Aktif

Multimodal Deep Neural Networks (DNN) for Fake Property Listings Prediction based on Multi-source Data Fusion , Ketua Projek , 01-10-2022 sehingga 30-09-2024 , Universiti
Pengesanan dan Kawalan Penyakit Tanaman Kelapa Sawit Berasaskan Model Pembelajaran Mendalam , Ketua Projek , 01-09-2021 sehingga 28-02-2023 , Kebangsaan
Ramalan Penglibatan Pelajar dalam Sistem UKMFolio dan Kesannya Terhadap Keputusan Penilaian Akhir Berasaskan Pembelajaran Mesin , Ketua Projek , 01-05-2021 sehingga 31-12-2022 , Universiti
An Ensemble Multimodal Decision Analytics Approach For Collaborative Pandemic Surveillance Model , Penyelidik Bersama , 01-09-2022 sehingga 31-08-2025 , Kebangsaan
Enhanced Harmony Search Algorithm to Optimize Recurrent Neural Network for Detecting Misinformation Content Embedded with Fake Hadith on Social Networks , Penyelidik Bersama , 01-09-2022 sehingga 31-08-2025 , Kebangsaan
3D Virtual Avatars Reconstruction from 2D Images using the improved Generative Adversarial Network (GAN) with Attention Mechanism and Landmark Detection Mechanism , Penyelidik Bersama , 01-09-2022 sehingga 31-08-2024 , Kebangsaan
OcularSense: Multiple-Depth Camera for Surrounding Visual , Penyelidik Bersama , 01-10-2021 sehingga 31-12-2022 , Kebangsaan
IMPROVED NON-DOMINATED SORTING DIFFERENTIAL SEARCH ALGORITHM AND FLUX BALANCE ANALYSIS FOR OPTIMIZED BIOFUELS PRODUCTION AND GROWTH RATE , Penyelidik Bersama , 07-09-2021 sehingga 06-09-2024 , Kebangsaan
Convolution Neural Network Filter and Adaptive Multi-Layer Perceptron Network Representation for Data Stream Prediction , Penyelidik Bersama , 07-09-2021 sehingga 06-09-2024 , Kebangsaan
Pengaturcaraan Kecerdasan Buatan dalam Robotik (AIRP) , Penyelidik Bersama , 01-02-2021 sehingga 31-01-2023 , Kebangsaan
Blood Cancer Speed Screening , Penyelidik Bersama , 01-01-2021 sehingga 31-12-2022 , Kebangsaan
Model peramalan holistik prestasi pelajar melalui gabungan teknik statistik multipembolehubah dan pembelajaran mesin , Penyelidik Bersama , 15-12-2020 sehingga 14-06-2023 , Universiti
Sentiment-based Community Detection Method for Behavioural Learning In Online Social Network. , Penyelidik Bersama , 01-11-2020 sehingga 30-04-2024 , Kebangsaan
Developing Advanced Prediction of Financial Needs for Retirement Planning Based on Current Consumption Patterns , Penyelidik Bersama , 01-11-2020 sehingga 30-04-2023 , Kebangsaan
POPULATION BASED HYPER-HEURISTIC SCHEDULER FOR REDUCING CANCELLATION RATE IN ELECTIVE SURGICAL OPERATIONS , Penyelidik Bersama , 01-12-2019 sehingga 31-08-2023 , Kebangsaan
Combinatorial Testing Strategies based on Swarm Intelligence for Internet of Things , Penyelidik Bersama , 01-09-2019 sehingga 30-11-2022 , Kebangsaan
Ensemble of Convolutional Neural Networks Using Multiple Heterogeneous Filter Models for Image Classification. , Penyelidik Bersama , 01-09-2019 sehingga 30-11-2022 , Kebangsaan

Tamat

Analitik Prestasi dan Tingkah Laku Pelajar B40 Di Pendidikan Tinggi Malaysia Berasaskan Teknik Penyatuan Pembelajaran Mesin , Ketua Projek , 01-10-2019 sehingga 30-09-2022 , Kebangsaan
Adaptive Load Balancing Task based on Genetic Programming in MapReduce for Parallel Computing , Ketua Projek , 01-01-2019 sehingga 31-03-2022 , Kebangsaan
Enhancement of Substructual Analysis (SSA) Method using Deep Learning Approach , Ketua Projek , 16-10-2017 sehingga 15-10-2019 , Antarabangsa
Development of Smart Optical Sensing Based on Non Invasive Approach for Real Time Covid-19 Detection , Penyelidik Bersama , 01-10-2021 sehingga 30-09-2022 , Universiti
Komuniti Celik Komputer dan Robotik , Penyelidik Bersama , 01-12-2020 sehingga 30-11-2021 , Universiti
Targeted Online and Social Media Based on Sentiment Analysis for Electoral Boundaries , Penyelidik Bersama , 01-10-2020 sehingga 30-09-2021 , Kebangsaan
Detecting COVID-19 via Holistic Approach using Convolutional Neural Networks Model , Penyelidik Bersama , 01-08-2020 sehingga 30-04-2022 , Universiti
Meta-evolutionary approach for Solving Combinatorial Optimization Problems in Healthcare , Penyelidik Bersama , 01-10-2019 sehingga 30-09-2022 , Universiti
Malware Detection Model based on Memory Forensics Analysis using Factorization Machine Algorithm , Penyelidik Bersama , 01-10-2019 sehingga 31-03-2022 , Universiti
A Deep learning prune based algorithm with compression to optimise IoT capability and communication. , Penyelidik Bersama , 01-09-2019 sehingga 31-05-2022 , Kebangsaan
Discrete Differential Evolution Algorithm Enhancement Using Self-Adaptive Learning Mechanism For Solving Surgery Scheduling Problems , Penyelidik Bersama , 01-01-2019 sehingga 30-09-2021 , Kebangsaan
Clustering of Evolving Data Streams in the Environment and Climate Change , Penyelidik Bersama , 01-01-2019 sehingga 30-09-2021 , Kebangsaan
Developing a deep learning method for integrating and identifying signatures in multi-omics data for Ovarian Serous Cystadenocarcinoma , Penyelidik Bersama , 15-11-2018 sehingga 14-05-2021 , Kebangsaan
Pembangunan Model Ramalan Produktiviti Penyelidikan UKM Menggunakan Pendekatan Pembelajaran Mesin , Penyelidik Bersama , 16-04-2018 sehingga 15-01-2020 , Universiti
DietScore TM 2.0: Intelligent Menu Planning for Malaysian Athletes and Active Individuals from Various Age Categories. , Penyelidik Bersama , 01-04-2018 sehingga 31-12-2020 , Kebangsaan
Ensemble Machine Learning Approach for Multidimensional Poverty Classification , Penyelidik Bersama , 01-02-2018 sehingga 31-10-2020 , Universiti
Resilience and Regenerative Tropical Smart Building : Smart & Responsive Facade , Penyelidik Bersama , 01-09-2017 sehingga 31-08-2019 , Universiti
ANUGERAH DAN PENGURUSAN / AWARD AND STEWARDSHIP
(Nama Anugerah/Pentadbiran),(Institusi Penganugerahan),(Tahun)

Anugerah UKM

Anugerah Perkhidmatan Cemerlang / Anugerah Perkhidmatan Cemerlang , 2020
PENYELIAAN PELAJAR / SUPERVISION

Pelajar Sarjana

KLASIFIKASI PRESTASI PELAJAR B40 DI INSTITUSI PENGAJIAN TINGGI AWAM BERASASKAN TEKNIK PENGELOMPOKAN, AHMAD FIKRI BIN MOHAMED NAFURI, Sarjana
Penggabungan Data Berbilang Sumber Untuk Pembangunan Multimodal Ramalan Penglibatan Pelajar Dalam Sistem E-Pembelajaran, NUR FATIN AQILAH BINTI ZAINUDIN, Sarjana
ROBIUL ISLAM, Sarjana
EREENA NADJMIN BT MUZAFFAR, Sarjana

Pelajar Doktor Falsafah

ENHANCING SHORT TEXT CLUSTERING USING TOPIC BASED REPRESENTATION APPROACH, MAJID HAMEED AHMED, Doktor Falsafah
ANALISIS SUBSTRUKTUR MENGGUNAKAN PENDEKATAN ALGORITMA PENGATURCARAAN GENETIK, MOHD ISRUL BIN ESA, Doktor Falsafah
AN ADAPTIVE GENETIC ALGORITHM HYPER-HEURISTIC WITH Q-LEARNING FOR AUTOMATIC HEURISTICS SELECTION AND SOLVING SURGICAL SCHEDULING PROBLEM, DEWAN MAHMUDA ZAMAN, Doktor Falsafah
UNSUPERVISED ANOMALY DETECTION IN TIME SERIES WITH EVOLVING SPIKING NEURAL NETWORKS, RABIA REHAN MKAMIS, Doktor Falsafah
TEKNIK INTERAKSI KETARA DAN KAEDAH PEMILIHAN FITUR BAGI DATA KUALITI AIR YANG DIVISUALISASI DALAM ALIGMENTASI REALITI, NUR AFYFAH BINTI SUWADI, Doktor Falsafah
MUHAMAD AMMAR BIN KAMILIN, Doktor Falsafah
AZHAR BIN MOHD KHAIRY, Doktor Falsafah
NORHAFIZA BINTI HAMZAH, Doktor Falsafah
KAN JICHENG, Doktor Falsafah
FAYYAD TALAL SALEM BANI-HANI, Doktor Falsafah
MAIFUZA BT MOHD AMIN, Doktor Falsafah
NURULHUDA GHAZALI, Doktor Falsafah
KAEDAH PENGELOMPOKAN BERASASKAN GRID MIKRO MULTI KEPADATAN DIPERTINGKATKAN UNTUK PENGELOMPOKAN STRIM DATA BEREVOLUSI, MAYAS MOHAMMED MAHDI ABD ALI ALJIBAWI, Doktor Falsafah
PENGKELOMPOKAN KEPUTUSAN CARIAN WEB BERDASAARKAN KAEDAH GABUNGAN PELBAGAI PANDANGAN (MULTIVIEW) DAN PELBAGAI PERWAKILAN (MULTIREPRESENTATION), ALI SABAH ABDULAMEER, Doktor Falsafah
MUHAMMAD REZA PUTRA, Doktor Falsafah
ANALITIK KATA PUTUS PEMBELAJARAN BERGABUNG BAGI MODEL KLASIFIKASI KEMISKINAN PELBAGAI DIMENSI, RUSNITA BINTI ISNIN @ HAMDAN, Doktor Falsafah
PENGELOMPOKAN DALAM TALIAN ALIRAN DATA YANG BERKEMBANG MELALUI KAEDAH BERDASARKAN GRID KEPADATAN UNTUK INTERNET BENDA, MUSTAFA TAREQ ABD, Doktor Falsafah
PENCARIAN GRID DAN PEMBELAJARAN PENGUKUHAN DALAM PENGOPTIMUMAN PENJADUALAN PENGURUSAN SUMBER SPARK, HASMILA AMIRAH BT. OMAR, Doktor Falsafah
A Framework To Predict Key Performance Indicators (KPIs) in Higher Education Management using Data Mining Technique, ASHRAF MAHMOUD SALEH ABDELHADI, Doktor Falsafah
USE OF MACHINE LEARNING ALGORITHMS TO BUILD A SMART INTRUSION DETECTION SYSTEM, ALI LAMJID, Doktor Falsafah
iDietScoreTM: Pembangunan, Validasi dan Penilaian Sistem Pakar Perancang Hidangan untuk Atlet Dan Individu Aktif Malaysia, NORASHIKIN BINTI MUSTAFA, Doktor Falsafah
PENAMBAHBAIKAN TEKNIK PENGEKSTRAKAN DAN PENGOPTIMUMAN PEMILIHAN FITUR BAGI KEGUNAAN ANALISA SENTIMEN, FAZIDAH @ IDAH BINTI WAHIT, Doktor Falsafah
KHIDMAT SOSIAL / SOCIAL @ PUBLIC ENGAGEMENT
(Sumbangan),(Tempoh),(Peringkat)

Khidmat Luar

Jawatankuasa Protokol dan Sambutan Tetamu MOU antara UKM dan 30 Institusi Pendidikan Indonesia , 26-10-2016 sehingga 26-10-2016 , Kebangsaan
CAITPS2016 , 25-11-2016 sehingga 21-12-2016 , Kebangsaan
Machine Learning with Python , 07-11-2020 sehingga 14-11-2020 , Kebangsaan
Seminar RHB-UKM - Understanding Data Analytics for Business Intelligence: Series 1 , 02-03-2020 sehingga 02-03-2020 , Antarabangsa
KNovasi P&P 2020 , 05-02-2020 sehingga 01-01-1970 , Antarabangsa
ORIENTATION AND SCALE BASED WEIGHTS INITIALIZATION SCHEME FOR DEEP CONVOLUTIONAL NEURAL NETWORKS , 19-10-2020 sehingga 16-11-2020 , Antarabangsa
UNDANGAN SEBAGAI PENCERAMAH BAGI BENGKEL LATIHAN ADVANCE PHYTON DATA SCIENTIST , 23-11-2020 sehingga 24-11-2020 , Kebangsaan
KAJIAN KEBOLEHLAKSANAAN (FEASIBILITY STUDY) PELAKSANAAN DATA RAYA (BIG DATA) DAN ANALITIS DATA RAYA (BDA) BENCANA DI PUSAT KAWALAN BENCANA NEGARA (NDCC), AGENSI PENGURUSAN BENCANA NEGARA (NADMA), JABATAN PERDANA MENTERI (JPM) , 23-08-2021 sehingga 30-11-2021 , Antarabangsa
Kolej Komuniti Hulu Langat , 23-11-2021 sehingga 23-11-2021 , Kebangsaan
Technical Committee member of 2021 7th International Conference on Computer Technology Applications (ICCTA 2021), , 13-07-2021 sehingga 15-07-2021 , Antarabangsa
ANUGERAH PINGAT EMAS KNOVASI 2021 , 18-10-2021 sehingga 01-01-1970 , Antarabangsa
RHB-UKM DATA ANALYTICS WORKSHOP SERIES 2021: PYTHON FOR PREDICTIVE ANALYTICS , 16-12-2021 sehingga 17-01-7269 , Antarabangsa
Digitalised International Invention, Innovation and Design Johor 2021 , 02-09-2021 sehingga 01-01-1970 , Antarabangsa
Digitalised International Invention, Innovation and Design Johor 2021 , 02-09-2021 sehingga 01-01-1970 , Antarabangsa
BEST PAPER AWARD , 05-08-2021 sehingga 01-01-1970 , Antarabangsa
RHB-UKM DATA ANALYTICS WORKSHOP SERIES 2021: PYTHON FOR PREDICTIVE ANALYTICS , 16-12-2021 sehingga 17-12-2021 , Antarabangsa

Khidmat Dalam

Ahli Jawatankuasa Kluster Penyelidikan UKM: Teknologi Digital dan Terkehadapan , 10-07-2020 sehingga 31-03-2023 , Universiti
Bengkel Pembangunan Rubrik Projek Industri , 30-10-2019 sehingga 30-10-2019 , Fakulti / Institut / Pusat Perkhidmatan
Bengkel Persediaan Latihan Industri 2019 , 21-06-2019 sehingga 22-06-2019 , Fakulti / Institut / Pusat Perkhidmatan
CAITPS 2016 , 20-12-2016 sehingga 21-12-2016 , Fakulti / Institut / Pusat Perkhidmatan
JAWATANKUASA CABARAN DIGITAL 2020 , 01-06-2020 sehingga 24-06-2020 , Fakulti / Institut / Pusat Perkhidmatan
JK Pemeriksa dan Peperiksaan Lisan Kedoktoran Bil.16/2019 , 17-05-2019 sehingga 17-05-2019 , Fakulti / Institut / Pusat Perkhidmatan
JK Pemeriksa dan Peperiksaan Lisan Kedoktoran Bil.34/2019 , 28-11-2019 sehingga 28-11-2019 , Fakulti / Institut / Pusat Perkhidmatan
Jawankuasa Penilai Sesi Mempertahan Usulan , 17-12-2020 sehingga 17-12-2020 , Pusat Pengajian / Jabatan / Pusat Penyelidikan / Unit
Jawatakuasa Penilai SPS , 02-02-2021 sehingga 13-08-2021 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Bitara Kumpulan iMINDA , 01-02-2022 sehingga 28-02-2023 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Kecemerlangan FTSM , 02-01-2017 sehingga 31-12-2019 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Kluster Penyelidikan UKM: Teknologi Digita dan Terkehadapan , 10-07-2020 sehingga 31-03-2023 , Universiti
Jawatankuasa Latihan Industri , 01-01-2020 sehingga 31-12-2020 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Minggu Mesra Mahasiswa 2021 , 04-10-2021 sehingga 04-10-2021 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Pakar Rujuk Arificial Intelligence (AI)@UKM , 15-01-2020 sehingga 14-01-2021 , Universiti
Jawatankuasa Pakar Rujuk Artificial Intelligence (AI@UKM) , 15-01-2020 sehingga 14-01-2021 , Universiti
Jawatankuasa Pemilihan Pelajar Baru CAIT , 03-07-2020 sehingga 02-07-2022 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Penilai Sesi Mempertahan Usulan , 01-09-2020 sehingga 14-10-2020 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Persidangan MCAIT 2019 , 02-01-2020 sehingga 31-12-2021 , Universiti
Jawatankuasa Program Ijazah Sarjana (Kecerdasan Buatan) , 15-11-2020 sehingga 14-11-2022 , Fakulti / Institut / Pusat Perkhidmatan
Jawwatankuasa Makmal CAIT , 02-01-2020 sehingga 31-12-2023 , Fakulti / Institut / Pusat Perkhidmatan
KNOVASI 2021 (Pemenang Pingat Emas Pertandingan Inovasi) , 17-08-2021 sehingga 18-08-2021 , Universiti
Karnival Latihan Industri dan Kerjaya (KLIK2017) , 24-02-2017 sehingga 24-02-2017 , Fakulti / Institut / Pusat Perkhidmatan
Karnival Latihan Industri dan Kerjaya (KLIK2018) , 17-01-2018 sehingga 18-01-2018 , Fakulti / Institut / Pusat Perkhidmatan
Karnival Latihan Industri dan Kerjaya (KLIK2019) , 30-01-2019 sehingga 30-01-2019 , Fakulti / Institut / Pusat Perkhidmatan
Kelab Kakitangan FTSM , 01-04-2020 sehingga 31-03-2021 , Fakulti / Institut / Pusat Perkhidmatan
Ketua & Penasihat SIG , 01-02-2020 sehingga 31-01-2022 , Fakulti / Institut / Pusat Perkhidmatan
PEMBANGUNAN RUBRIK PROJEK INDUSTRI (TT4076) , 18-09-2019 sehingga 31-12-2020 , Fakulti / Institut / Pusat Perkhidmatan
PROGRAM 3M FTSM 2018 , 02-09-2018 sehingga 03-09-2018 , Fakulti / Institut / Pusat Perkhidmatan
PROGRAM MINGGU JALINAN MESRA (MJM) 2018 - JOM TEROKAI & RAI , 07-09-2018 sehingga 13-09-2018 , Fakulti / Institut / Pusat Perkhidmatan
PROGRAM RESEARCH DAY @ FTSM 2018 , 20-09-2018 sehingga 20-09-2018 , Fakulti / Institut / Pusat Perkhidmatan
Program Karnival Latihan Industri dan Kerjaya (KLIK2020) , 21-02-2020 sehingga 21-02-2020 , Fakulti / Institut / Pusat Perkhidmatan
Projek Tahun Akhir Prasiswazah , 01-01-2021 sehingga 31-12-2021 , Fakulti / Institut / Pusat Perkhidmatan
SEMAKAN PROGRAM SARJANA SAINS DATA , 08-08-2019 sehingga 08-08-2019 , Fakulti / Institut / Pusat Perkhidmatan
SIG (Special Intertest Group) , 01-01-2020 sehingga 31-12-2022 , Fakulti / Institut / Pusat Perkhidmatan
SIG CyberEthics , 01-01-2016 sehingga 31-12-2018 , Fakulti / Institut / Pusat Perkhidmatan
STUDENT PROGRESS SEMINAR 2017 (SPS2017) , 03-07-2017 sehingga 07-07-2017 , Fakulti / Institut / Pusat Perkhidmatan
Special Interest Group (SIG) FTSM , 01-01-2017 sehingga 31-12-2019 , Fakulti / Institut / Pusat Perkhidmatan
TERAS 6 : PEMANFAATAN KEPINTARAN DATA , 08-02-2020 sehingga 31-12-2025 , Fakulti / Institut / Pusat Perkhidmatan
The 4th International MultiConference on Artificial Intelligence Technology (M-CAIT 2018) , 25-10-2018 sehingga 02-11-2018 , Fakulti / Institut / Pusat Perkhidmatan