Article

Ab Aziz, Nor Azlina and K., Tawsif and Sayed Ismail, Sharifah Noor Masidayu and Hasnul, Muhammad Anas and Ab. Aziz, Kamarulzaman and Ibrahim, Siti Zainab and Abd. Aziz, Azlan and Emerson Raja, Joseph (2023) Asian Affective and Emotional State (A2ES) Dataset of ECG and PPG for Affective Computing Research. Algorithms, 16 (3). p. 130. ISSN 1999-4893

Ab Aziz, Nor Azlina and Muhammad, Badaruddin and Abdul Aziz, Nor Hidayati and Ibrahim, Zuwairie and Ab Rahman, Tasiransurini and Md Yussof, Zulkifli and Mohammed, Suad Khairi (2018) A Study on the Effect of Local Neighbourhood Parameter towards the Performance of SAFIRO. International Journal of Engineering and Technology(UAE), 7 (4). pp. 30-37. ISSN 2227-524X

Ab Rahman, Tasiransurini and Ab Aziz, Nor Azlina and Ibrahim, Zuwairie (2023) A Performance of AFIRO among Asynchronous Iteration Strategy Metaheuristic Algorithms. ECTI Transactions on Computer and Information Technology (ECTI-CIT), 17 (3). pp. 319-329. ISSN 2286-9131

Abdul Ghani, M. F. F. and Mohd Yusoff, M. A. F. and Wong, Hwee Ling and Yip, Sook Chin and Tan, C. K. (2022) A Prepaid Energy Billing System with Credit Shortage Forecasting. Lecture Notes in Electrical Engineering, 835. pp. 299-311. ISSN 1876-1100

Ajayi, Ebenezer Akinyemi and Lim, Kian Ming and Chong, Siew Chin and Lee, Chin Poo (2023) Three-dimensional shape generation via variational autoencoder generative adversarial network with signed distance function. International Journal of Electrical and Computer Engineering (IJECE), 13 (4). p. 4009. ISSN 2088-8708

Al-Andoli, Mohammed and Tan, Shing Chiang and Cheah, Wooi Ping (2022) Parallel stacked autoencoder with particle swarm optimization for community detection in complex networks. Applied Intelligence, 52 (3). pp. 3366-3386. ISSN 0924-669X

Ali, Aziah and M. Zamani, N. Syahira and Hussain, Aini and Abdul Mutalib, Haliza and Baseri Huddin, Aqilah and Wan Zaki, Wan Mimi Diyana (2020) Automated Pterygium Detection Using Deep Neural Network. IEEE Access, 8. pp. 191659-191672. ISSN 2169-3536

Azman, Afizan and Lau, Siong Hoe and Ho, Yean Li and Lee, Min Jue and Tan, Soon Guan and Ng, Huey Wen and Lim, Yong Hao (2018) Comparison of Graphical Passwords Using ISO 9126. Advanced Science Letters, 24 (2). pp. 982-985. ISSN 1936-6612

Baharudin, Farah Nur Arina and Ab Aziz, Nor Azlina and Abdul Malek, Mohamad Razwan and Ghazali, Anith Khairunnisa and Ibrahim, Zuwairie (2022) Indoor Comfort and Energy Consumption Optimization Using an Inertia Weight Artificial Bee Colony Algorithm. Algorithms, 15 (11). p. 395. ISSN 1999-4893

Bau, Yoon Teck and Md Hanif, Shuhail Azri (2024) Comparative Analysis of Machine Learning Algorithms for Health Insurance Pricing. JOIV : International Journal on Informatics Visualization, 8 (1). p. 481. ISSN 2549-9610

Boe, Chang Horn and Ng, Kok Why and Haw, Su Cheng and Naveen, Palanichamy and Abdulwahab Anaam, Elham (2024) An Automated Face Detection and Recognition for Class Attendance. JOIV : International Journal on Informatics Visualization, 8 (3). pp. 1146-1153. ISSN 2549-9610

Che Yayah, Fauzy and Ghouth, Khairil Imran and Choo, Yee Ting (2020) Parallel Classification and Optimization of Telco Trouble Ticket Dataset. Telecommunication, Computing, Electronics and Control (TELKOMNIKA), 19 (3). pp. 872-885. ISSN 1693-6930

Chin, Zi Hau and Baskaran, Vishnu Monn and Abaei, Golnoush and Tan, Ian Kim Teck and Yap, Timothy Tzen Vun (2023) Attestation of Improved SimBlock Node Churn Simulation. Journal of Information and Communication Technology, 22 (2). pp. 231-254. ISSN 1675-414X

Chong, Lucas Wei Jie and Chong, Siew Chin and Ong, Thian Song (2023) Masked Face Recognition Using Histogram-Based Recurrent Neural Network. Journal of Imaging, 9 (2). p. 38. ISSN 2313-433X

Elgamml, Mohamed M. and Abas, Fazly Salleh and Goh, Hock Ann (2020) Semantic Analysis in Soccer Videos Using Support Vector Machine. International Journal of Pattern Recognition and Artificial Intelligence, 34 (9). p. 1. ISSN 0218-0014

Fahd Al-Selwi, Hatem and Hassan, Nawaid and Ab. Ghani, Hadhrami and Amir Hamzah, Nur Asyiqin and Abd. Aziz, Azlan (2023) Face mask detection and counting using you only look once algorithm with Jetson Nano and NVDIA giga texel shader extreme. IAES International Journal of Artificial Intelligence (IJ-AI), 12 (3). p. 1169. ISSN 2089-4872

How, Jun Jie and Tan, Shing Chiang and Liew, Kim Soon (2022) Masked Face Recognition Attendance System Using A Modified Convolutional Neural Network. International Journal on Robotics, Automation and Sciences, 4. pp. 23-29. ISSN 2682-860X

Jain, Tarun and Verma, Vivek Kumar and Sharma, Akhilesh Kumar and Saini, Bhavna and Purohit, Nishant and -, Bhavika and Mahdin, Hairulnizam and Ahmad, Masitah and Darman, Rozanawati and Haw, Su Cheng and Shaharudin, Shazlyn Milleana and Arshad, Mohammad Syafwan (2023) Sentiment Analysis on COVID-19 Vaccine Tweets using Machine Learning and Deep Learning Algorithms. International Journal of Advanced Computer Science and Applications, 14 (5). ISSN 2158107X

Keong, Steven Loh Mun and Che Embi, Zarina (2022) A Systematic Review on Non-Functional Requirements Documentation in Agile Methodology. Journal of Informatics and Web Engineering, 1 (2). pp. 19-29. ISSN 2821-370X

Khoh, Wee How and Pang, Ying Han and Ooi, Shih Yin and Wang, Lillian Yee Kiaw and Poh, Quan Wei (2023) Predictive Churn Modeling for Sustainable Business in the Telecommunication Industry: Optimized Weighted Ensemble Machine Learning. Sustainability, 15 (11). p. 8631. ISSN 2071-1050

Khoh, Wee How and Teh, Pin Shen and Zhang, Ning and Tan, Syh Yuan and Shi, Qi and Nawaz, Raheel (2019) Strengthen user authentication on mobile devices by using user’s touch dynamics pattern. Journal of Ambient Intelligence and Humanized Computing (2020), 11 (10). pp. 4019-4039. ISSN 1868-5137, 1868-5145

Koh, Chiu Lin and Haw, Su Cheng and Soon, Lay Ki (2019) Popularity of University based on Sentiment Analysis in Social Network Media. International Journal of Recent Technology and Engineering, 8 (3S). pp. 25-30. ISSN 2277-3878

Lim, Kian Ming and Lee, Chin Poo and Tan, Kok Seang and Alqahtani, Ali and Ali, Mohammed (2023) Fine-Tuned Temporal Dense Sampling with 1D Convolutional Neural Network for Human Action Recognition. Sensors, 23 (11). p. 5276. ISSN 1424-8220

Lim, Sin Li and Foo, Lee Kien and Chua, Sook Ling (2023) Comparing Machine Learning and Deep Learning Based Approaches to Detect Customer Sentiment from Product Reviews. Journal of System and Management Sciences, 13 (2). pp. 101-110. ISSN 1816-6075, 1818-0523

Lim, Tek Yong and Soon, Lay Ki and Chua, Chong Chai and Tang, Enya Kong and Bali, Ranaivo-Malançon (2018) Analogical-Based Translation Hypothesis Derivation with Structural Semantics for English to Malay Example-Based Machine Translation. Advanced Science Letters, 24 (2). 1263-1267(5). ISSN 1936-6612

Loh, Yuen Peng and Liang, Xuefeng and Chan, Chee Seng (2019) Low-light image enhancement using Gaussian Process for features retrieval. Signal Processing: Image Communication, 74. pp. 175-190. ISSN 0923-5965

Manogaran, Ugenteraan and Wong, Ya Ping and Ng, Boon Yian (2022) Survey on Capsule Network’s Depth Scalability and Learned Feature Spatial Relationships Retention. Lecture Notes in Networks and Systems, 439. pp. 165-182. ISSN 2367-3370

Mhd Noor, Ervina Efzan and Hao, Jie Kong (2023) The Properties and Microstructure of Na2CO3 and Al-10Sr Alloy Hybrid Modified LM6 Using Ladle Metallurgy Method. Materials, 16 (20). p. 6780. ISSN 1996-1944

Mo, Dongxiao and Yan, Jiaqi and Li, Tingting and Jiang, Chun (2021) Application of Computer Visualization Technology in Intelligent Education Management. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, 391. pp. 395-403. ISSN 1867-8211

Ng, Kok Why and Lim, Yixen and Haw, Su Cheng and Yoong, Yih Jian (2023) Emotion Recognition on Facial Expression and Voice: Analysis and Discussion. International Journal on Advanced Science, Engineering and Information Technology (IJASEIT), 13 (5). p. 1703. ISSN 2088-5334

Ng, Wen Dong and Yeoh, Eng Thiam (2022) Multi-Factor Verification of International Passports. Journal of Logistics, Informatics and Service Science, 9 (4). pp. 72-90. ISSN 2409-2665

Ng, Yin Hoe and Tan, Chee Keong and Kumaresan, S. Prabha (2020) Efficient User Clustering Using a Low-Complexity Artificial Neural Network (ANN) for 5G NOMA Systems. IEEE Access, 8. pp. 179307-179316. ISSN 2169-3536

Rai, Shabana and Ullah, Arif and Wong, Lai Kuan and Mustafa, Rifat (2023) An Enhanced Compression Method for Medical Images Using SPIHT Encoder for Fog Computing. International Journal of Image and Graphics. ISSN 0219-4678

Saifulezam, Amirul Hakim and Mohamad, Khairul Ikhwan and Ab. Aziz, Nor Azlina (2022) Optimizing Vaccine Distribution Using Sine Cosine Algorithm with Mutation. Journal of Engineering Technology and Applied Physics, 4 (2). pp. 5-10. ISSN 26828383

Salem, Mohammed Ahmed and Abd Aziz, Azlan and Al Selwi, Hatem Fahd and Alias, Mohamad Yusoff and Tan, Kim Geok and Mahmud, Azwan and Ghoot, Ahmed Salem (2019) Machine Learning-Based Node Selection for Cooperative Non-Orthogonal Multi-Access System Under Physical Layer Security. Electrical & electronic engineering on (IRECAP), 10 (5). pp. 311-324. ISSN 2039-5086

Sayed Ismail, Sharifah Noor Masidayu and Ab Aziz, Nor Azlina and Ibrahim, Siti Zainab (2022) A comparison of emotion recognition system using electrocardiogram (ECG) and photoplethysmogram (PPG). Journal of King Saud University - Computer and Information Sciences, 34 (6). pp. 3539-3558. ISSN 1319-1578

Sharmila, P. and Sonai Muthu Anbananthen, Kalaiarasi and Chelliah, Deisy and Parthasarathy, Sudhaman and Kannan, Subarmaniam (2022) PDHS: Pattern-Based Deep Hate Speech Detection With Improved Tweet Representation. IEEE Access, 10. pp. 105366-105376. ISSN 2169-3536

Syahali, Syabeela and Ewe, Hong Tat and Vetharatnam, Gobi and Jiang, Li Jun (2022) Backscattering Analysis Utilizing Relaxed Hierarchical Equivalent Source Algorithm (RHESA) for Scatterers in Vegetation Medium. Remote Sensing, 14 (19). p. 5051. ISSN 2072-4292

Tadakamadla, Santosh Kumar and Akmal Muhamat, Noor and Hasan, Ruhaya and Saddki, Norkhafizah and Mohd Arshad, Muhammad Rafie and Ahmad, Mokhtarrudin (2021) Development and usability testing of mobile application on diet and oral health. PLOS ONE, 16 (9). e0257035. ISSN 1932-6203

Tahir Yinka, Olaosebikan and Haw, Su Cheng and Yap, Timothy Tzen Vun and Subramaniam, Samini (2021) Improving the data access control using blockchain for healthcare domain. F1000Research, 10 (901). pp. 1-15. ISSN 2046-1402

Tan, Jing Sheng Alfred and Che Embi, Zarina and Hashim, Noramiza (2024) Comparison of Machine Learning Methods for Calories Burn Prediction. Journal of Informatics and Web Engineering, 3 (1). pp. 182-191. ISSN 2821-370X

Tan, Shing Chiang and Wang, Shuming and Watada, Junzo (2018) A self-adaptive class-imbalance TSK neural network with applications to semiconductor defects detection. Information Sciences, 427. pp. 1-17. ISSN 0020-0255

Yee, Pui Sin and Lim, Kian Ming and Lee, Chin Poo (2022) DeepScene: Scene classification via convolutional neural network with spatial pyramid pooling. Expert Systems with Applications, 193. p. 116382. ISSN 0957-4174

Yeo, Boon Chin and Chong, Alvin Ming Song and Lim, Way Soong and Lee, Sin Yi (2022) Zone-Based Indoor Positioning System in Faculty Building with Neural Networks. International Journal on Robotics, Automation and Sciences, 4. pp. 8-12. ISSN 2682-860X

Book Section

Law, Check Yee and Grundy, John and Vasa, Rajesh and Cain, Andrew (2016) An empirical study of user perceived usefulness and preference of open learner model visualisations. In: 2016 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC). IEEE, pp. 49-53. ISBN 978-1-5090-0252-8

Tay, Nian Chi and Tee, Connie and Ong, Thian Song and Goh, Kah Ong Michael and Teh, Pin Shen (2019) A Robust Abnormal Behavior Detection Method Using Convolutional Neural Network. In: Computational Science and Technology. Springer, Lecture Notes in Electrical Engineering, pp. 37-47. ISBN 978-981-13-2622-6

Conference or Workshop Item

Amer, Mohamed Mahrous and Kam, Yvonne Hwei Syn and Goh, Vik Tor (2021) A Study on Using Emojis in a Shoulder Surfing Resistant Authentication Method. In: 9th International Conference on IT Convergence and Security, ICITCS 2021, 15-17 May 2021, Virtual Conference.

Ban, Kar Weng and Abdullah, Junaidi and Loh, Yuen Peng (2022) Automated Tactical Analysis of Broadcast Badminton Match Videos. In: Postgraduate Colloquium December 2022, 1-15 December 2022, Multimedia University, Malaysia. (Unpublished)

Chan, Koon Ming and Heng, Swee Huay and Tan, Shing Chiang (2022) Design And Analysis of Searchable Encryption. In: Postgraduate Colloquium December 2022, 1-15 December 2022, Multimedia University, Malaysia. (Unpublished)

Cheng, Chi Qin and Haw, Su Cheng (2019) GOOSE: An Object-oriented Search Algorithm with Graph-based Database. In: 2019 IEEE Conference on Sustainable Utilization and Development in Engineering and Technologies (CSUDET), 7-9 Nov. 2019, Penang, Malaysia.

Foo, Jia Lin and Ng, Kok Why and Naveen, Palanichamy (2022) Neural Network-Based Encryption of Data Communication. In: Postgraduate Colloquium December 2022, 1-15 December 2022, Multimedia University, Malaysia. (Unpublished)

Gunti Pratama, Patrik and Rahman Wijaya, Dedy and Nugroho, Heru and Kannan, Rathimala (2022) Boosting Algorithm for Classifying Heart Disease Diagnose. In: 2022 International Conference on Data Science and Its Applications (ICoDSA), 6-7 July 2022, Bandung, Indonesia.

Junayed, Masum Shah and Sadeghzadeh, Arezoo and Islam, Md Baharul and Wong, Lai Kuan and Aydin, Tarkan (2022) HiMODE: A Hybrid Monocular Omnidirectional Depth Estimation Model. In: 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 19-20 June 2022, New Orleans, LA, USA.

Koa, Chong Gee and Heng, Swee Huay and Chin, Ji Jian (2022) ETHERST: A New Blockchain Based PKI. In: Postgraduate Colloquium December 2022, 1-15 December 2022, Multimedia University, Malaysia. (Unpublished)

Kustiawan, Yanche Ari and Lim, Tek Yong (2023) User Stories in Requirements Elicitation: A Systematic Literature Review. In: 2023 IEEE 8th International Conference On Software Engineering and Computer Systems (ICSECS), 25-27 August 2023, Penang, Malaysia.

Leow, Meng Chew and Ong, Lee Yeng (2022) Integrated Live-Feed Big Data Processing Framework on Campaign Advertising System. In: Postgraduate Colloquium December 2022, 1-15 December 2022, Multimedia University, Malaysia. (Unpublished)

Liew, Jun Xian and Ng, Kok Why and Haw, Su Cheng and Ng, Sew Lai (2022) ARCards: Marker-Based Augmented Reality Recognition for Business Cards. In: 2nd International Conference on Big Data Engineering and Education, BDEE 2022, 5 -7 Aug 2022, Chengdu, China.

Lim, Zhou Yi and Ong, Lee Yeng and Leow, Meng Chew (2022) Web Usage Mining on an Online Roadshow Website. In: Postgraduate Colloquium December 2022, 1-15 December 2022, Multimedia University, Malaysia. (Unpublished)

Mand, Ali Afzalian and Wen, Justine Seow Jia and Sayeed, Md. Shohel and Sim, Kok Swee (2017) Robust stress classifier using adaptive neuro-fuzzy classifier-linguistic hedges. In: 2017 International Conference on Robotics, Automation and Sciences (ICORAS), 27-29 Nov. 2017, Melaka, Malaysia.

Ramakrishnan, Kannan and Vengadasalam, Vijayakumar (2022) Hybrid Models for the Lossless Compression of Biomedical Signals. In: Postgraduate Colloquium December 2022, 1-15 December 2022, Multimedia University, Malaysia. (Unpublished)

T. Ramanathan, Thirumalaimuthu and Hossen, Md. Jakir and Sayeed, Md. Shohel (2022) Integration Of Blockchain and Multi-Agent System for Disease Prediction. In: Postgraduate Colloquium December 2022, 1-15 December 2022, Multimedia University, Malaysia. (Unpublished)

Tan, Robin and Ng, Poh Kiat and Lim, Way Soong (2023) Design and Development of A Smart System That Cultivates Good Drinking Water Habits. In: 1st FET PG Engineering Colloquium Proceedings 2023, 16 June - 15 July 2023, Multimedia University, Malaysia. (Submitted)

Thompson, Daniel B. and Kannan, Subarmaniam and Abdul Razak, Siti Fatimah (2022) The Role of Big Data in Knowledge Creation. In: Postgraduate Colloquium December 2022, 1-15 December 2022, Multimedia University, Malaysia. (Unpublished)

Toa, Chean Khim and Sim, Kok Swee and Tan, Shing Chiang (2021) Emotiv Insight with Convolutional Neural Network: Visual Attention Test Classification. In: 13th International Conference on Computational Collective Intelligence, ICCCI 2021, 29 Sep - 1 Oct 2021, Rhodos, Greece.

Wan Nahar, Wan Nur Azah and Mohamed Yunos, Rahimah (2019) Systematic Review Paper of Artificial Neural Networks (ANN) Applications in Various Discipline of Studies? In: International Conference on Accounting and Management (ICAM) 2019, 5-6 Nov 2019, Bangi Resort Hotel, Bandar Baru Bangi, Malaysia.

Wei, Han Liu and Kian, Ming Lim and Thian, Song Ong and Chin, Poo Lee (2022) Few-Shot Visual Recognition. In: Postgraduate Colloquium December 2022, 1-15 December 2022, Multimedia University, Malaysia. (Unpublished)

Thesis

Tan, De Zhern (2020) Domain data-driven veracity engine. Masters thesis, Multimedia University.

Tay, Nian Chi (2020) Unusual Activities Classification In Video Using Deep Learning Approach. Masters thesis, Multimedia University.

Tengku Mohd Amin, Tengku Aisyah Asyikin (2020) Hybrid-based labeling scheme for mapping extensible markup language (XML) to relational database. Masters thesis, Multimedia University.

Wong, Keng Tuck (2020) Cost-sensitive ensemble decision tree algorithms for customer churn analysis. Masters thesis, Multimedia University.

Other

Kan, Min Hao and Pang, Wai Leong and Lee, Chu Liang (2022) Indoor positioning using wireless networks. Periodic Research Publication, Faculty of Engineering. (Unpublished)

Lim, Sin Liang and Tan, Hui Hui (2022) Malaysian Vanity License Plate Recognition Using Convolutional Neural Network. FYP Poster Contest 2022. (Submitted)