Article

Mahmud, Bahar Uddin and Al Mamun, Abdullah Sarwar and Hossen, Md. Jakir and Hong, Guan Yue and Jahan, Busrat (2024) Light-Weight Deep Learning Model for Accelerating the Classification of Mango-Leaf Disease. Emerging Science Journal, 8 (1). pp. 28-42. ISSN 2610-9182

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

Al Mamun, Abdullah Sarwar and Em, Poh Ping and Hossen, Md. Jakir and Jahan, Busrat and Tahabilder, Anik (2023) A deep learning approach for lane marking detection applying encode-decode instant segmentation network. Heliyon, 9 (3). e14212. ISSN 2405-8440

Al Mamun, Abdullah Sarwar and Hossen, Md. Jakir and Tahabilder, Anik and Musha, Ahmmad and Hasnat, Rehnuma and Saha, Sohag Kumar (2022) Acute lymphoblastic leukemia detection approach from peripheral blood smear using color threshold and morphological techniques. International Journal of Electrical and Computer Engineering (IJECE), 12 (4). p. 3692. ISSN 2088-8708

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

Hossen, Md Ismail and Hossen, Md. Jakir and Hossain, Md Nazmul (2022) An Approach to Recognize Handwritten Digits Using Machine Learning Classifiers. Lecture Notes in Electrical Engineering, 835. pp. 449-458. ISSN 1876-1100

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

Ramanathan, Thirumalaimuthu Thirumalaiappan and Hossen, Md. Jakir and Sayeed, Md. Shohel (2022) Blockchain integrated multi-agent system for breast cancer diagnosis. Indonesian Journal of Electrical Engineering and Computer Science, 26 (2). p. 998. ISSN 2502-4752

Al Mamun, Abdullah Sarwar and Em, Poh Ping and Hossen, Md. Jakir and Tahabilder, Anik and Jahan, Busrat (2022) A Comprehensive Review on Lane Marking Detection Using Deep Neural Networks. Sensors, 22 (19). p. 7682. ISSN 1424-8220

Al Mamun, Abdullah Sarwar and Em, Poh Ping and Hossen, Md. Jakir and Tahabilder, Anik and Jahan, Busrat (2022) Efficient lane marking detection using deep learning technique with differential and cross-entropy loss. International Journal of Electrical and Computer Engineering (IJECE), 12 (4). p. 4206. ISSN 2088-8708

Ramanathan, Thirumalaimuthu Thirumalaiappan and Hossen, Md. Jakir and Sayeed, Md. Shohel (2022) Naïve Bayes Based Multiple Parallel Fuzzy Reasoning Method For Medical Diagnosis. Journal of Engineering Science and Technology., 17 (1). 0472-0490. ISSN 1823-4690

Hussain, Syed Nazir and Abd. Aziz, Azlan and Hossen, Md. Jakir and Ab Aziz, Nor Azlina and Murthy, G. Ramana and Mustakim, Fajaruddin (2022) A Novel Framework Based on CNN-LSTM Neural Network for Prediction of Missing Values in Electricity Consumption Time-Series Datasets. Journal of Information Processing Systems, 18 (1). pp. 115-129. ISSN 1976-913X

Sayeed, Md. Shohel and Mand, Ali Afzalian and Hossen, Md. Jakir and Kassim, Amelia and Pa, Pa Min (2022) Stress Detection using Adaptive Neuro Fuzzy Inference System. Journal of Engineering Science and Technology Review, 15 (5). pp. 70-76. ISSN 1791-9320

Mand, Ali Afzalian and Sayeed, Md. Shohel and Hossen, Md. Jakir and Zuber, Muhammad Amer Ridzuan (2022) Stress detection during job interview using physiological signal. International Journal of Electrical and Computer Engineering (IJECE), 12 (5). p. 5531. ISSN 2088-8708

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

Ramanathan, Thirumalaimuthu Thirumalaiappan and Hossen, Md. Jakir and Sayeed, Md. Shohel and Emerson Raja, Joseph (2022) A deep learning approach based on stochastic gradient descent and least absolute shrinkage and selection operator for identifying diabetic retinopathy. Indonesian Journal of Electrical Engineering and Computer Science, 25 (1). pp. 589-600. ISSN 2502-4752

Musha, Ahmmad and Al Mamun, Abdullah Sarwar and Tahabilder, Anik and Hossen, Md. Jakir and Jahan, Busrat and Ranjbari, Sima (2022) A deep learning approach for COVID-19 and pneumonia detection from chest X-ray images. International Journal of Electrical and Computer Engineering (IJECE), 12 (4). p. 3655. ISSN 2088-8708

Al Mamun, Abdullah Sarwar and Em, Poh Ping and Hossen, Md. Jakir (2021) An efficient encode-decode deep learning network for lane markings instant segmentation. International Journal of Electrical and Computer Engineering (IJECE), 11 (6). p. 4982. ISSN 2088-8708

Al Mamun, Abdullah Sarwar and Em, Poh Ping and Hossen, Md. Jakir (2021) Lane marking detection using simple encode decode deep learning technique: SegNet. International Journal of Electrical and Computer Engineering (IJECE), 11 (4). p. 3032. ISSN 2088-8708

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

Nazir, S. and Abd. Aziz, Azlan and Hossen, Md. Jakir and Ab Aziz, Nor Azlina and Murthy, G. Ramana (2021) Forecast Energy Consumption Time-Series Dataset using Multistep LSTM Models. Journal of Physics: Conference Series, 1933 (1). 012054. ISSN 1742-6588

Em, Poh Ping and Hossen, Md. Jakir and Wong, Eng Kiong (2021) Lane Departure Warning Estimation Using Yaw Acceleration. Open Engineering, 11 (1). pp. 102-111. ISSN 2391-5439

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

Rahman, Md. Armanur and Hossen, Md. Jakir and Sultana, Aziza and Al Mamun, Abdullah Sarwar and Ab Aziz, Nor Azlina (2021) A smart method for spark using neural network for big data. International Journal of Electrical and Computer Engineering (IJECE), 11 (3). ISSN 2088-8708

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

Emerson Raja, Joseph and Hossen, Md. Jakir and Abas, Fazly Salleh and Lim, Way Soong (2020) Effectiveness of using appropriate blended learning tools for teaching and learning computer programming related courses. International Journal of Creative Multimedia, 1 (SP 1). pp. 56-65. ISSN 2716-6333

Ramanathan, Thirumalaimuthu and Hossen, Md. Jakir and Sayeed, Md. Shohel and Emerson Raja, Joseph (2020) Survey on computational intelligence based image encryption techniques. Indonesian Journal of Electrical Engineering and Computer Science, 19 (3). p. 1428. ISSN 2502-4752

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

Bhuvaneswari, Thangavel and Hossen, Md. Jakir and Abdul Aziz, Nor Hidayati and Venkataseshaiah, Chinthakunta (2019) Field Programmable Gate Array (FPGA) Based Microwave Oven. Applied Mechanics and Materials, 892. pp. 120-126. ISSN 1662-7482

Devadas, Alvin and Nirmal, Umar and Hossen, Md. Jakir (2018) Investigation into mechanical & tribological performance of kenaf fibre particle reinforced composite. Cogent Engineering, 5 (1). pp. 1-23. ISSN 2331-1916

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

Sayeed, Shohel and Hossen, Md. Jakir and Muhamad Amin, Anang Hudaya and Abdullah, Mohd Fikri Azli and Ahmad, Nazrul Muhaimin and Yusof, Ibrahim (2014) Glove Based Communication System For Hearing and Speech Impaired Community Using Sign Language Interpretation. Journal of Theoretical and Applied Information Technology, 59 (1). pp. 232-242. ISSN 1992-8645

Hossen, Md. Jakir and Sayeed, Md. Shohel and Muhamad Amin, Anang Hudaya and Abdullah, Mohd Fikri Azli and Yusof, Ibrahim (2013) A Novel Adaptive Fuzzy Inference System for Mobile Robot Navigation. Journal of Theoretical and Applied Information Technology, 57 (3). pp. 569-578. ISSN 1992-8645

Hossen, Md. Jakir and Sonai Muthu Anbananthen, Kalaiarasi and Yusof, Ibrahim and Sayeed, Md. Shohel (2013) A Framework of Modified Adaptive Fuzzy Inference Engine (MAFIE) and Its Application. International Journal of Computer Information Systems and Industrial Management Applications, 5. pp. 662-670. ISSN 2150 - 7988

Sayeed, Md. Shohel and Yusof, Ibrahim and Bashier, Housam Khalifa and Hossen, Md. Jakir and Abdullah, Mohd Fikri Azli (2013) Plant Identification Based on Leaf Shape and Texture Pattern Using Local Graph Structure (LGS). Australian Journal of Basic and Applied Sciences, 7 (11). pp. 29-35. ISSN 1991-8178

Abusham, Eimad Eldin Abdu and Bashier, Housam Khalifa and Khalid, Fatimah and Sayeed, Md. Shohel and Hossen, Md. Jakir and Sonai Muthu, Kalaiarasi (2012) Illumination Normalization using Eimad-housam Technique. Trends in Applied Sciences Research, 7 (8). pp. 692-700. ISSN 1819-3579

Sayeed, Md. Shohel and Sonai Muthu Anbananthen, Kalaiarasi and Hossen, Md. Jakir and Yusof, Ibrahim and Al-Habsi, A. A. A. (2012) Securing Asp.Net Applications Against Sql Injections Attacks. Australian Journal of Basic and Applied Sciences, 6 (8). pp. 394-400. ISSN 1991-8178

Hossain, Altab and Rahman, Ataur and Hossen, Md. Jakir and Iqbal, A.K.M.P. and Zahirul, M.I. (2011) Prediction of aerodynamic characteristics of an aircraft model with and without winglet using fuzzy logic technique. Aerospace Science and Technology, 15 (8). pp. 595-605. ISSN 1270-9638

Sonai Muthu Anbananthen, Kalaiarasi and Hossen, Md. Jakir and Sayeed, Md. Shohel (2011) Comparison of network pruning and tree pruning on artificial neural network tree. Australian Journal of Basic and Applied Sciences, 5 (9). pp. 1093-1098. ISSN 1991-8178

Sayeed, Md. Shohel and Hossen, Md. Jakir and Rahman, A. and Samsuddin, K. and Rokhani, F. (2011) A modified hybrid fuzzy clustering algorithm for data partitions. Australian Journal of Basic and Applied Sciences, 5 (8). pp. 674-681. ISSN 1991-8178

Book Section

T. Ramanathan, Thirumalaimuthu and Emerson Raja, Joseph and Hossen, Md. Jakir and Sayeed, Md. Shohel (2019) Survey on Consensus Algorithms in Blockchain for Secure Data Sharing. In: International Conference on Modern Research (Multidisciplinary). Multimedia University, pp. 448-453. ISBN 978-967-2387-11-4

Conference or Workshop Item

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)

Mand, Ali Afzalian and Sayeed, Md. Shohel and Hossen, Md. Jakir (2022) A Robust Real-time Stress Detection System Using ECG and Neuro-Fuzzy Classification Method. In: Postgraduate Colloquium December 2022, 1-15 December 2022, Multimedia University, Malaysia. (Unpublished)

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)

Rahman, Md. Armanur and Ab Aziz, Nor Azlina and Hossen, Md. Jakir (2021) Unmasking the Emotion behind Masked Faces Using Deep Transfer Learning. In: 2nd FET PG Engineering Colloquium Proceedings 2021, 1-15 Dec. 2021, Online Conference. (Unpublished)

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)