1. Wenando, Febby Apri, Nooraini Yusoff, Izrin, Nurul, Ahmad, Sulistiawati R.N., Salim M., Puspa, Misrawati A., Novaliendry, Dony. (2025-01). Optimizing Hate Speech Detection in Indonesian Social Media: An ADASYN and LSTM-Based Approach. Journal Europeen des Systemes Automatises , Vol. 58(1) , pp. 13 - 20. https://doi.org/10.18280/jesa.580102
  2. Mohammed Al-Duais, Abdualmajed A.G. Al-Khulaidi, Fatma Susilawati Mohamad, Walid Yousef, Belal Al-Fuhaidi, Sadik Ali Murshid Al-Taweel, Mumtazimah Mohamad, Mohd Nizam Husen, Nooraini Yusoff. (2025-06). Comparative Analysis of Machine Learning and Deep learning Techniques for Early Prediction of Breast Cancer. Journal of Future Artificial Intelligence and Technologies , Vol. 2(2) , pp. 242-254. https://doi.org/10.62411/faith.3048-3719-68
  3. Rahman, Nazeerah Abdul, Nooraini Yusoff. (2025-02-14). Modulated spike-time dependent plasticity (STDP)-based learning for spiking neural network (SNN): A review. Neurocomputing , Vol. 618 . https://doi.org/10.1016/j.neucom.2024.129170
  4. Hayami R., Nooraini Yusoff, Daud, K.M., Fatma, Y.. (2025-02). Job Resumes Recommendation using Integration of Fuzzy Discernibility Matrix Feature Selection and Convolutional Neural Network Multi-label Text Classification. Informatica (Slovenia) , Vol. 49 (13) , pp. 49 - 58. https://doi.org/10.31449/inf.v49i13.6848
  5. Nazeerah Abdul Rahman, Nooraini Yusoff. (2025). Modulated spike-time dependent plasticity (STDP)-based learning for spiking neural network (SNN): A review. Neurocomputing , Vol. 618 , pp. 1-11. https://doi.org/10.1016/j.neucom.2024.129170
  6. Alamro, Loai, Yusof, Yuhanis, Yusoff, Nooraini. (2024). AN ALGORITHM FOR GENERATING DESCRIPTIVE SENTENCES OF THE HUMAN HEAD PARTS BASED ON ENGLISH GRAMMAR. Journal of Theoretical and Applied Information Technology , Vol. 102(7) , pp. 2945 - 295315.
  7. Md Azhar, Amiera Syazlin Binti, Harun, Nor Hazlyna Binti, Hassan, Mohamad Ghozali Bin, Yusoff, Nooraini, Md Pauzi, Siti Naquiah Binti, Yusuf, Nurul Nadiah, Chu, Kua Beng. (2024). Early Screening Protozoan White Spot Fish Disease using Convolutional Neural Network. Journal of Advanced Research in Applied Sciences and Engineering Technology , Vol. 37(1) , pp. 49 - 55. https://doi.org/10.37934/araset.37.1.4955
  8. Hayami, Regiolina, Yusoff, N., Daud, Kauthar Mohd, Mukhtar, Harun, Al Amien, Januar. (2024). Feature selection technique on convolutional neural network ¿ multilabel classification task. Indonesian Journal of Electrical Engineering and Computer Science , Vol. 35(3) , pp. 2001 - 2009. https://doi.org/10.11591/ijeecs.v35.i3.pp2001-2009
  9. ChePa, N., Sie-Yi, L.L., Yusoff, N, Wan Yahaya, W.A.J., Ishak, R.. (2023). Impacts of Game-based psychotherapy intervention to elderly with memory disorder. Entertainment Computing , Vol. 44 . https://doi.org/10.1016/j.entcom.2022.100532
  10. ChePa N., Sie-Yi L.L., Yusoff, N, Yahaya W.A.J.W., Ishak R.. (2023). A Game-based Psychotherapy Intervention Model for Memory Disorder: Model Validation Using EEG Neurofeedback Data. Journal of Information and Communication Technology , Vol. 22(4) , pp. 619-655. https://doi.org/10.32890/jict2023.22.4.4
  11. Almuashi M., Hashim S.Z.M., Yusoff, N, Syazwan K.N., Ghabban F.. (2022-11). Siamese convolutional neural network and fusion of the best overlapping blocks for kinship verification. Multimedia Tools and Applications , Vol. 81 (27) , pp. 39311 - 39342. https://doi.org/10.1007/s11042-022-12735-0
  12. Bakar, J. A., Yusoff, N, Harun, N. H., Nadzir, M. M., Omar, S.. (2023). Text Simplification using Hybrid Semantic Compression and Support Vector Machine for Troll Threat Sentences. International Journal of Advanced Computer Science and Applications , Vol. 14(10) , pp. 322-320. https://doi.org/10.14569/IJACSA.2023.0141035
  13. Nooraini Yusoff, Onasoga Olukayode Ayodele, Nor Hazlyna Harun. (2023). Fuzzy Layered Convolution Neutral Network for Feature Level Fusion Based On Multimodal Sentiment Classification. Emerging Advances in Integrated Technology (EmAIT) , Vol. 3(2) , pp. 65-78.
  14. A. Jonitha, Yusoff, N, Hadhrami Ab Ghani. (2023). Artificial Intelligence Impact on the Global FarmingSystem Concerning Agriculture: A SystematicReview. Journal of Harbin Engineering University (JHEU) , Vol. 44(5) , pp. 192-202.
  15. Marlinda, A, Noor A.M., Yusoff, N, Sagadevan, S, Wahab, YA, Johan, MR. (2022-06). Recent progress in nitrates and nitrites sensor with graphene-based nanocomposites as electrocatalysts. Trends in Environmental Analytical Chemistry , Vol. 34 . https://doi.org/10.1016/j.teac.2022.e00162
  16. Laura Lim Sie-Yi, Noraziah ChePa, Yusoff, N, Wan Ahmad Jaafar Wan Yahaya, Rusdi Ishak. (2022). Verification of Game-Based Psychotherapy Intervention Model for Elderly with Memory Disorder Using Expert Review Approach. Journal of Human Centered Technology , Vol. 1(2) , pp. 64 ¿ 80. https://doi.org/10.11113/humentech.v1n2.23
  17. Alamro L., Yusof Y., Yusoff, N. (2022). Multi-Output Convolutional Neural Network for Automatic Human Head Attributes Classification. International Journal of Intelligent Engineering and Systems , Vol. 15 (5) , pp. 219 - 231. https://doi.org/10.22266/ijies2022.1031.20
  18. Noraziah ChePa, Laura Lim Sie-Yi, Rusdi Ishak, Yusoff, N. (2021-01). The Impacts Of Utilizing Psychotherapy Games On Elderly During Covid-19 Pandemic. International Journal for Studies on Children, Women, Elderly And Disabled , Vol. 12 , pp. 12-19.
  19. Nurul Nabilah M. Zaki, Muhamad Yuzaini Azrai M. Yunin, Norfatihah M. Adenam, M.N. An'Amt, Khairul Nizar Syazwan Wan Salihin Wong, Nooraini Yusoff, Hasyiya Karimah Adli. (2021). Physicochemical Analysis of Graphene Oxide-Reinforced Cassava Starch Biocomposites. , Vol. 11(5) , pp. 13232-13243. https://doi.org/10.33263/BRIAC115.1323213243
  20. Abidin, NHZ, Remli, MA, Ali, NM, Phon, DNE, Yusoff, N, Adli, HK, Busalim, AH. (2020-11). Improving Intelligent Personality Prediction using Myers-Briggs Type Indicator and Random Forest Classifier. INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS , Vol. 11(11) , pp. 192-199.
  21. Qaiser S., Yusoff, N, Ahmad F.K., Ali R.. (2020). Sentiment analysis of impact of technology on employment from text on twitter. International Journal of Interactive Mobile Technologies , Vol. 14 (7) , pp. 88-103. https://doi.org/10.3991/IJIM.V14I07.10600
  22. Noraziah ChePa, Yusoff, N, Wan Ahmad Jaafar Wan Yahaya, Rusdi Ishak, Laura Lim Sie-Yi, Sumayyah Adetunmbi. (2020). A Mobile Psychotherapy Game for Elderly With Memory Disorder Issues. International Journal for Studies on Children, Women, Elderly And Disabled , Vol. 11 , pp. 76-84.
  23. Nooraini Yusoff, Farzana Kabir-Ahmad, Mohamad-Farif Jemili. (2020). Motion learning using spatio-temporal neural network. Journal of Information and Communication Technology , Vol. 19(2) , pp. 207-223.
Sumber data: MyScholar
  1. A. Jonitha, Nooraini Yusoff, Hadhrami Ab Ghani, Kiran Kumar Thoti. (2025-12). Influence of green artificial intelligence on agriculture: A bibliometric analysis. In 2nd Joint International Conference on Mathematics, Statistics, and Engineering, J-CoMSE 2024 . American Institute of Physics. https://doi.org/10.1063/5.0295796
  2. Noor Hasmini Abd Ghani, Adlina Azmi, Hasif Rafidee Hasbollah, Muhamad Saufi Che Rusuli, Nooraini Yusoff, Suhaila Abdul Kadir, Siti Salwani Abdullah. (2025-07). Leveraging Consumer-Brand Relationships as a Strategic Competitive Advantage for Sustainable SMEs. In MENA Region Entrepreneurship Conference (MENA REC 2024) , pp. 768-794. Springer Nature Link. https://doi.org/https://link.springer.com/book/10.1007/978-3-031-92942-7
  3. Anand, Jonitha, Hadhrami Ab Ghani, Nooraini Yusoff, Kumar Thoti, Kiran. (2024-10-30). Analysis of the Influence of Green Artificial Intelligence on Agricultural and Biological Fields Using Bibliometrics. , pp. 81-86. IEEE. https://doi.org/10.1109/AiDAS63860.2024.10730136
  4. Suryawanshi J., Abdul S.M., Lal R.P., Aramanda A., Hoque N., Yusoff, N.. (2024). Enhanced Recommender Systems with the Removal of Fake User Profiles. In Procedia Computer Science , pp. 347 - 360. Elsevier B.V.. https://doi.org/10.1016/j.procs.2024.04.035
  5. Azhar A.S.B.M., Harun N.H.B., Yusoff, N., Hassan M.G.B., Chu K.B.. (2022). Image Enhancement on Underwater Images for Protozoan White Spot Fish Disease Detection. In 2022 International Conference on Intelligent Systems and Computer Vision, ISCV 2022 . Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ISCV54655.2022.9806095
  6. Khamis N., Selamat H., Ghazalli S., Md Saleh N.I., Yusoff, N. (2022). Comparison of Palm Oil Fresh Fruit Bunches (FFB) Ripeness Classification Technique using Deep Learning Method. In ASCC 2022 - 2022 13th Asian Control Conference, Proceedings , pp. 64-68. Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.23919/ASCC56756.2022.9828345
  7. Yong, Mohd Izzata, Mohamad, Mohd Saberi, Choon, Yee Wen, Chan, Weng Howe, Adli, H.K., Syazwan K.N., Yusoff, Nooraini, Remli, Muhammad Akmal. (2022). A Hybrid of Bees Algorithm and Regulatory On/Off Minimization for Optimizing Lactate Production. In 15th International Conference on Practical Applications of Computational Biology and Bioinformatics, PACBB 2021 , pp. 95 - 104. Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-030-86258-9_10
  8. Mokhtar, Nurhidayah, Romli, Rohaida, Romli, Rusnida, Abd Wahab, Alawiyah, Yusoff, Nooraini. (2022). Design of Test Data Generation Method for Dynamic- Functional Testing in Automatic Programming Assessment Using Flower Pollination Algorithm. In 6th International Conference of Reliable Information and Communication Technology (IRICT) , pp. 559 - 570. Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-030-98741-1_46
  9. Ghani, H.A., Roslim F. N., Al-Shari E. M. M., Remli, M.A., Saleh N. I. M., Yusoff, N., Adli, H.K., Wong K.N.S.W.S.. (2022). Discrete Particle Swarm Optimization for User Grouping in 5G NOMA Networks. In Lecture Notes in Networks and Systems , pp. 247 - 257. Springer. https://doi.org/10.1007/978-3-030-85990-9_21
  10. Salehah Omar, Juhaida Abu Bakar, Maslinda Mohd Nadzir, Nor Hazlyna Harun, Yusoff, N. (2022). Malay lexical simplification model for non-native speaker. In 2022 International Conference on Intelligent Systems and Computer Vision, ISCV 2022 , pp. 1-6. Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ISCV54655.2022.9806133
  11. Omar S., Bakar J. A., Mohd Nadzir M., Harun M. H., Yusoff, N.. (2021-07). Text simplification for Malay corpus: A Review. In Proceedings - International Conference on Computer and Information Sciences: Sustaining Tomorrow with Digital Innovation, ICCOINS 2021 , pp. 345 - 350. https://doi.org/10.1109/ICCOINS49721.2021.9497167
  12. Pauzi S.N., Hassan M.G., Yusoff, N, Harun N.H., Abu Bakar A.H., Kua B.C.. (2021-08). A review on image processing for fish disease detection. In Journal of Physics: Conference Series , pp. 1 - 10. IOP Publishing Ltd. https://doi.org/10.1088/1742-6596/1997/1/012042
  13. Nor Hazlyna Harun, Yusoff, N., Mohamad Ghozali Hassan, Maizatul Fatihah Mohd Salah. (2021-02-01). Automated Fish Egg Counting System using Image Processing. In 10th Knowledge Management International Conference 2021 (KMICe 2021) , pp. 250-256. UUM Press.
  14. Onasoga O.A., Yusoff, N, Harun N.H.. (2021). Audio Classification - Feature Dimensional Analysis. In Lecture Notes in Networks and Systems , pp. 775 - 788. Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-030-69221-6_59
  15. Noraziah ChePa, Yusoff, N., Wan Ahmad Jaafar Wan Yahaya, Rusdi Ishak, Laura Lim Sie-Yi, Sumayyah Adetunmbi. (2020). Designing a Mobile Psychotherapy Game for Elderly with Memory Disorder Issues. In Proceeding ¿ 11th Putrajaya International Conference on Children, Women, Elderly and People with Disabilities (PICCWED 11) , pp. 1-9. PICCWED.
Sumber data: MyScholar
A GAME-BASED PSYCHOTHERAPY-INTERVENTION MODEL USING NEUROFEEDBACK APPROACH FOR MEMORY DISORDER DISEASE
MEMBER · FRGS · 2020
A GAME-BASED PSYCHOTHERAPY-INTERVENTION MODEL USING NEUROFEEDBACK APPROACH FOR MEMORY DISORDER DISEASE
MEMBER · FRGS · 2022
AN IMPROVED HIERARCHICAL-BASED OBJECT RECOGNITION BASED ON CONVOLUTIONAL NEURAL NETWORK WITH SHUNT CONNECTION FOR THE VISUALLY IMPAIRED
MEMBER · FRGS · 2022
APPLICATION OF ARTIFICIAL INTELLIGENCE FOR PRODUCT DESIGN PREDICTION
MEMBER · UMKRS · 2020
COVID-FACE: PROTOTYPE OF FACIAL RECOGNITION TRACKING FOR COVID-19
HEAD · UMK-FUND · 2020
ECHO STATE NETWORK WITH DYNAMIC RESERVOIR COMPUTING FOR TIME SERIES FORECASTING IN CYBER INTRUSION
MEMBER · FRGS · 2020
ECHO STATE NETWORK WITH DYNAMIC RESERVOIR COMPUTING FOR TIME SERIES FORECASTING IN CYBER INTRUSION
MEMBER · FRGS · 2022
FUSION OF CONTRAST-ADAPTIVE COLOR CORRECTION IN CONVOLUTIONAL NEURAL NETWORK FOR UNDERWATER IMAGE ENHANCEMENT IN AQUACULTURE FISH DISEASE MANAGEMENT
MEMBER · FRGS · 2020
SEMANTIC-BASED EXPLAINABLE DEEP LEARNING FOR TRACKING FOOD SECURITY ISSUE FROM SOCIAL NETWORK
HEAD · FRGS · 2021
TEXT SIMPLIFICATION USING HYBRID SEMANTIC COMPRESSION AND SUPPORT VECTOR MACHINE FOR TROLL THREAT SENTENCES
MEMBER · FRGS-RACER · 2020
TEXT SIMPLIFICATION USING HYBRID SEMANTIC COMPRESSION AND SUPPORT VECTOR MACHINE FOR TROLL THREAT SENTENCES
MEMBER · FRGS-RACER · 2022
CURRENT PRACTICES IN ALL AND COMPUTER VISION FOR INDUSTRY
MEMBER · 2022
PROJEK CURRENT PRACTICES IN AI AND COMPUTER VISION FOR INDUSTRY TELEKOM MALAYSIA BERHAD
MEMBER · 2022

Award(s)

2
Anugerah Perkhidmatan Cemerlang (APC) Tahun 2023 (2024)
Awarded by: Universiti Malaysia Kelantan
Anugerah Perkhidmatan Cemerlang (APC) 2022 (2023)
Awarded by: Universiti Malaysia Kelantan

Research Award(s)

13
Neuro-Therapy: Combination of Game-based and Neurofeedback for Elderly with Memory Disorder
Award: GOLD · Role: Member
Exhibition: 4th International Malaysia-Indonesia-Thailand Symposium on Innovation and Creativity
[Neuro]-Therapy: Game-based Psychotherapy Intervention for Memory Disorder
Award: GOLD · Role: Member
Exhibition: PECIPTA 2022
Neuro-therapy: A Brain Training Puzzle-Based Game for Elderly to Combat Memory Disorder
Award: GOLD · Role: Member
Exhibition: INTERNATIONAL INNOVATION AND INVENTION COMPETITION THROUGH EXHIBITION (iCompEx) 2023
Neuro-therapy: Alternative Psychotherapy Intervention for Memory Disorder
Award: GOLD · Role: Member
Exhibition: 2022 National Innovation & Invention Competition (NIICE)
(Neuro)-Therapy: Game-based Intervention for Elderly with Memory Disorder
Award: GOLD · Role: Member
Exhibition: Innovation Development through Educational Activities
Neuro-Therapy
Award: GOLD · Role: Member
Exhibition: Sintok International Games and Gamification(SIGG)
Neuro-therapy: Alternative Psychotherapy Intervention for Memory Disorder
Award: SPECIAL · Role: Member
Exhibition: 2022 National Innovation & Invention Competition (NIICE)
Neuro-therapy: A Brain Training Puzzle-Based Game for Elderly to Combat Memory Disorder
Award: SPECIAL · Role: Member
Exhibition: INTERNATIONAL INNOVATION AND INVENTION COMPETITION THROUGH EXHIBITION (iCompEx) 2023
Best Paper - Design of Test Data Generation Method for Dynamic-Functional Testing in Automatic Programming Assessment using Flower Pollination Algorithm
Award: SPECIAL · Role: Member
Exhibition: The 6th International Conference of Reliable Information and Communication Technology 2021 (IRICT 2021)
Neuro-therapy: Alternative Psychotherapy
Award: SPECIAL · Role: Member
Exhibition: 2022 National Innovation & Invention Competition (NIICE)
Best Paper Award - Designing a Mobile Psychotherapy Game for Elderly with Memory Disorder Issues
Award: SPECIAL · Role: Member
Exhibition: The 11th Putrajaya International Conference on Children, Women, Elderly and Persons with Disabilities 2020 (PICCWED)
Neuro-Therapy: Alternative Intervention for Memory Disorder
Award: SILVER · Role: Member
Exhibition: Innovative Research, Invention and Application Exhibition
NEURO-THERAPHY: MOBILE GAME INTERVENTION FOR MEMORY DISORDER
Award: SILVER · Role: Member
Exhibition: International Invention, Innovation & Design Expo (INoDEx 2021)

Education(s)

4
(2012) UNIVERSITY OF SURREY, UNITED KINGDOM
IJAZAH DOKTOR FALSAFAH KEPINTARAN BUATAN RANGKAIAN NUERAL
(2002) UNIVERSITI UTARA MALAYSA, SINTOK
IJAZAH SARJANA SAINS INTELLIGENT KNOWLEDGE BASE SYSTEM
(2001) UNIVERSITI UTARA MALAYSIA, SINTOK
IJAZAH SARJANA MUDA TEKNOLOGI MAKLUMAT
(1996) SEKOLAH MENENGAH SAINS MACHANG, KELANTAN
SPM

Working Experience(s)

1
PROFESOR MADYA
UNIVERSITI UTARA MALAYSIA · 25-Sep-2002 - 14-Oct-2019

Courses Taught

CodeDescription
EFT1083BASICS MATHEMATHIC
JFT10101SEMINAR FOR INDUSTRIAL REVOLUTION 4.0
JFT10202INTRODUCTION TO BIG DATA ANALYTICS
JIE31804ARTIFICIAL INTELLIGENCE IN PRACTICE I
JIE31904BIG DATA IN PRACTICE I
JIE32203DATA MINING AND APPLICATIONS
JIE32602CAPSTONE I
JIE32803MACHINE LEARNING
JIE33104PRACTICES IN BIG DATA II
JIE43303NATURAL LANGUAGE PROCESSING
JIT21003OBJECT-ORIENTED PROGRAMMING
JIT21103DATABASE
MTT00603CREATIVE PROBLEM SOLVING

Supervision

CALCIUM ION-MODULATED SPIKE-TIME-DEPENDENT PLASTICITY (STDP) LEARNING ALGORITHM FOR NEUROMORPHIC SYSTEMS
MAIN Supervisor for a PHD's Student
DATA VISUALIZATION IN BUSINESS INTELLIGENCE FRAMEWORK FOR SME'S
MAIN Supervisor for a PHD's Student
INTEGRATION OF SENSING AND COMMUNICATION FOR THE PERVASIVE INTERNET OF THINGS: HUMAN¿S UNOBTRUSIVE SENSING, APPLICATIONS, TRENDS AND CHALLENGES
MAIN Supervisor for a PHD's Student
MACHINE TRANSLATION FOR MULTILINGUAL COMMUNICATION
MAIN Supervisor for a PHD's Student
OPTIMALISASI CONTENT BASED FILTERING(CBF) PADA RECOMMENDER SYSTEM
MAIN Supervisor for a PHD's Student
SEMANTIC-BASED EXPLAINABLE DEEP LEARNING FOR TRACKING FOOD SECURITY ISSUE FROM SOCIAL NETWORK
MAIN Supervisor for a PHD's Student