Article

Hossen, Md. Jakir and Mohd Zebaral Hoque, Jesmeen and Ab Aziz, Nor Azlina and Ramanathan, Thirumalaimuthu Thirumalaiappan and Emerson Raja, Joseph (2024) Unsupervised novelty detection for time series using a deep learning approach. Heliyon, 10 (3). e25394. ISSN 2405-8440

Mohd Zebaral Hoque, Jesmeen and Bhuvaneswari, Thangavel and Mazbah, Abdul Hadi and Yeo, Boon Chin and Lim, Heng Siong and Abdul Aziz, Nor Hidayati (2023) SleepCon: Sleeping Posture Recognition Model using Convolutional Neural Network. Emerging Science Journal, 7 (1). pp. 50-59. ISSN 2610-9182

Mohd Zebaral Hoque, Jesmeen and Murthy, Gajula Ramana and Hossen, Md. Jakir and Ganesan, Jaya and Abd. Aziz, Azlan and Tawsif Khan, Chy. Mohammed (2022) Anomalies detection for smart-home energy forecasting using moving average. International Journal of Electrical and Computer Engineering (IJECE), 12 (6). p. 5808. ISSN 2088-8708

Mohd Zebaral Hoque, Jesmeen and Hossen, Md. Jakir and Sayeed, Md. Shohel and Khan, Chy. Mohammed Tawsif and Ganesan, Jaya and Emerson Raja, Joseph (2022) Automatic missing value imputation for cleaning phase of diabetic’s readmission prediction model. International Journal of Electrical and Computer Engineering (IJECE), 12 (2). p. 2001. ISSN 2088-8708

Mohd Zebaral Hoque, Jesmeen and Ab Aziz, Nor Azlina and Alelyani, Salem and Mohana, Mohamed and Hosain, Maruf (2022) Improving Water Quality Index Prediction Using Regression Learning Models. International Journal of Environmental Research and Public Health, 19 (20). p. 13702. ISSN 1660-4601

K., Tawsif and Ab Aziz, Nor Azlina and Emerson Raja, Joseph and Hossen, Md. Jakir and Mohd Zebaral Hoque, Jesmeen (2022) A Systematic Review on Emotion Recognition System Using Physiological Signals: Data Acquisition and Methodology. Emerging Science Journal, 6 (5). pp. 1167-1198. ISSN 2610-9182

Mohd Zebaral Hoque, Jesmeen and Murthy, G. Ramana and Hossen, Md. Jakir and Ganesan, Jaya and Abd. Aziz, Azlan and Tawsif Khan, Chy. Mohammed (2021) Detecting abnormal electricity usage using unsupervised learning model in unlabeled data. International Journal of Advanced and Applied Sciences, 8 (9). pp. 102-111. ISSN 2313-3724, 2313-626X

Mohd Zebaral Hoque, Jesmeen and Hossen, Md. Jakir and Abd. Aziz, Azlan (2021) Unsupervised Anomaly Detection for Energy Consumption in Time Series using Clustering Approach. Emerging Science Journal, 5 (6). pp. 840-854. ISSN 2610-9182

Emerson Raja, Joseph and Hossen, Md. Jakir and Mhd Noor, Ervina Efzan and Tawsif Khan, Chy. Mohammed and Mohd Zebaral Hoque, Jesmeen (2020) Broadband network fault prediction using complex event processing and predictive analytics techniques. Journal of Engineering Science and Technology., 15 (4). pp. 2289-2300. ISSN 1823-4690

Mohd Zebaral Hoque, Jesmeen and Hossen, Abid and Hossen, Jakir and Raja, Emerson and Thangavel, Bhuvaneswari and Sayeed, Shohel and Hossen, Abid (2019) AUTO-CDD: automatic cleaning dirty data using machine learning techniques. TELKOMNIKA, 17 (4). pp. 2076-2086. ISSN 1693-6930

Arif, E.M.H. and Murthy, Gajula Ramana and Raja, Emerson and Mohd Zebaral Hoque, Jesmeen and Hossen, Md. Jakir (2019) An Efficient Microcontroller Based Sun Tracker Control for Solar Cell Systems. International Journal of Electrical and Computer Engineering (IJECE), 9 (4). pp. 2743-2750. ISSN 2088-8708

Rahman, Md. Armanur and Hossen, Md. Jakir and Venkataseshaiah, Chinthakunta and Ho, Chin Kuan and Tan, Kim Geok and Sultana, Aziza and Mohd Zebaral Hoque, Jesmeen and Hossain, Ferdous (2018) A Survey of Machine Learning Techniques for Self-tuning Hadoop Performance. International Journal of Electrical and Computer Engineering (IJECE), 8 (3). p. 1854. ISSN 2088-8708

Mohd Zebaral Hoque, Jesmeen and Hossen, Md. Jakir and Sayeed, Md. Shohel and Ho, Chin Kuan and Tawsif Khan, Chy. Mohammed and Rahman, Armanur and Arif, E. M. H. (2018) A Survey on Cleaning Dirty Data Using Machine Learning Paradigm for Big Data Analytics. Indonesian Journal of Electrical Engineering and Computer Science, 10 (3). p. 1234. ISSN 2502-4752

Conference or Workshop Item

Mohd Zebaral Hoque, Jesmeen and Hossen, Jakir and Abd. Aziz, Azlan (2023) Anomaly Novelty Detection For Univariant Time- Series Isung Hybrid Deep Learning. In: 2nd FET PG Engineering Colloquium Proceedings 2023, 1-31 December 2023, Multimedia University, Malaysia. (Submitted)

Mohd Zebaral Hoque, Jesmeen and Hossen, Md. Jakir and Abd. Aziz, Azlan (2022) Unsupervised Seasonal Novelty Detection for Yahoo Benchmark Data using Deep Learning. In: 2nd FET PG Engineering Colloquium Proceedings 2022, 1-15 December 2022, Multimedia University, Malaysia. (Unpublished)

Tushar, Alimul Mahfuz and Wazed, Abdul and Shawon, Ehsanuzzaman and Rahman, Muntasir and Hossen, Md. Ismail and Mohd Zebaral Hoque, Jesmeen (2022) A Review of Commonly used Machine Learning Classifiers in Heart Disease Prediction. In: 2022 IEEE 10th Conference on Systems, Process & Control (ICSPC), 17 Dec 2022, Malacca, Malaysia.

Mohd Zebaral Hoque, Jesmeen and Hossen, Md. Jakir and Abd. Aziz, Azlan (2021) Unsupervised Novelty Detection for Time Series using Deep Learning. In: 2nd FET PG Engineering Colloquium Proceedings 2021, 1-15 Dec. 2021, Online Conference. (Unpublished)

Thesis

Mohd Zebaral Hoque, Jesmeen (2019) Automatic Dirty Data Cleaning Approach For Data Analytics Using Machine Learning Techniques. Masters thesis, Multimedia University.