Article

Zahari, Fatin Natasha and Ramakrishnan, Kannan (2024) Machine Learning-Driven Stroke Prediction Using Independent Dataset. JOIV : International Journal on Informatics Visualization, 8 (2). p. 1030. ISSN 2549-9610

Kannan, Rathimala and Chew, Chin Jet and Ramakrishnan, Kannan and Ramdass, Sujatha (2023) Predicting Student's Soft Skills Based on Socio-Economical Factors: An Educational Data Mining Approach. JOIV : International Journal on Informatics Visualization, 7 (3-2). p. 2040. ISSN 2549-9610

Kannan, Rathimala and Reddiar, Yonesh and Ramakrishnan, Kannan and Eastaff, Marrynal S. and Ramesh, Shobana (2022) Job characteristics of a Malaysian bank’s anti-money laundering system and its employees’ job satisfaction. F1000Research, 10. p. 1052. ISSN 2046-1402

Kannan, Rathimala and Shing, Khor Woon and Ramakrishnan, Kannan and Ong, Hway Boon and Alamsyah, Andry (2022) Machine Learning Models for Predicting Financially Vigilant Low-Income Households. IEEE Access, 10. pp. 70418-70427. ISSN 2169-3536

Kannan, Rathimala and Abdul Halim, Haq’ul Aqif and Ramakrishnan, Kannan and Ismail, Shahrinaz and Wijaya, Dedy Rahman (2022) Machine learning approach for predicting production delays: a quarry company case study. Journal of Big Data, 9 (1). ISSN 2196-1115

Kannan, Rathimala and Wang, Ivan Zhi Wei and Ong, Hway Boon and Ramakrishnan, Kannan and Alamsyah, Andry (2021) COVID-19 impact: Customised economic stimulus package recommender system using machine learning techniques. F1000Research, 10. p. 932. ISSN 2046-1402

Kannan, Rathimala and Rosdi, Intan Soraya and Ramakrishnan, Kannan and Abdul Rasid, Haziq Riza and Mohamed Rafy, Mohamed Haryz Izzudin and Yusuf, Sukinurlin and Mohd Salamun, Siti Nurfara Alia (2021) Leveraging Business Data Analytics and Machine Learning Techniques for Competitive Advantage: Case Study Evidence from Small Businesses. International Journal of Management, Finance and Accounting, 2 (1). pp. 73-87. ISSN 2735-1009

Kannan, Rathimala and Rosdi, Intan Soraya and Ramakrishnan, Kannan and Abdul Rasid, Haziq Riza and Mohamed Rafy, Mohamed Haryz Izzudin and Yusuf, Sukinurlin and Mohd Salamun, Siti Nurfara Alia (2021) Leveraging business data analytics and machine learning techniques for competitive advantage: case study evidence from small businesses. International Journal of Management, Finance and Accounting, 2 (1). pp. 1-15. ISSN 2735-1009

Hewiagh, Ali and Ramakrishnan, Kannan and Yap, Timothy Tzen Vun and Tan, Ching Seong (2021) Waste Management System Fraud Detection Using Machine Learning Algorithms to Minimize Penalties Avoidance and Redemption Abuse. Recycling, 6 (4). p. 65. ISSN 2313-4321

Kannan, Rathimala and Ramakrishnan, Kannan and Ojo, Adedapo Oluwaseyi (2019) Social Networking Sites as Communication Tool for Dengue Related Healthcare and Wellness Information. ACM International Conference Proceeding Series. pp. 204-207. ISSN 2374-6769

Ahamed Ayoobkhan, Mohamed Uvaze and Chikkannan, Eswaran and Ramakrishnan, Kannan (2018) Feed-Forward Neural Network-Based Predictive Image Coding for Medical Image Compression. Arabian Journal for Science and Engineering, 43 (8). pp. 4239-4247. ISSN 2191-4281, 2193-567X

Ahamed Ayoobkhan, Mohamed Uvaze and Ramakrishnan, Kannan and Eswaran, Chikkannan (2017) Lossy image compression based on prediction error and vector quantisation. EURASIP Journal on Image and Video Processing, 35. pp. 1-13. ISSN 1687-5281

Ahamed Ayoobkhan, Mohamed Uvaze and Ramakrishnan, Kannan and Eswaran, Chikkannan (2017) CBIR System Based On Prediction Errors. Journal of Information Science and Engineering, 33 (2). pp. 347-365. ISSN 1016-2364

Yazdani, Armin and Ramakrishnan, Kannan (2015) Performance Evaluation of Artificial Neural Network Models for the Prediction of the Risk of Heart Disease. International Conference for Innovation in Biomedical Engineering and Life Sciences, 56. pp. 179-182. ISSN 1680-0737

Book Section

Ramakrishnan, Kannan and Chikkannan, Eswaran and Balasubramanian, Saravana Balaji and Ahamed Ayoobkhan, Mohamed Uvaze (2019) Prediction-Based Lossless Image Compression. In: Proceedings of the International Conference on ISMAC in Computational Vision and Bio-Engineering 2018 (ISMAC-CVB). Prediction-Based Lossless Image Compression Authors Authors and affiliations, 30 . Springer, Lecture Notes in Computational Vision and Biomechanics, pp. 1749-1761. ISBN 978-3-030-00665-5

Conference or Workshop Item

Kannan, Rathimala and Ghanim, Ahmad Hanif and Ramakrishnan, Kannan and More, Satesh (2023) Real-time prediction of free lime in cement clinker using support vector machine algorithm. In: 2023 4th International Conference on Big Data Analytics and Practices (IBDAP), 25-27 August 2023, Bangkok, Thailand.

Kabiru, Abdullahi and Ramakrishnan, Kannan and Yap, Timothy Tzen Vun (2022) Deep Neural Network Techniques for Lung Cancer Prognosis and Diagnosis. In: Postgraduate Colloquium December 2022, 1-15 December 2022, Multimedia University, Malaysia. (Unpublished)

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)

Shubar, Abduelhakem and Ramakrishnan, Kannan and Ho, Chin Kuan (2022) Machine Learning Models for Early Prediction and Management of Dementia Related Disorders. In: Postgraduate Colloquium December 2022, 1-15 December 2022, Multimedia University, Malaysia. (Unpublished)

Kannan, Rathimala and Govindasamy, Menagaeswary and Ramakrishnan, Kannan and Soon, Lay Ki (2019) Social Media Analytics for Dengue Monitoring in Malaysia. In: 8th IEEE International Conference on Control System, Computing and Engineering, ICCSCE 2018, 23 -25 November 2018, Penang, Malaysia.

Thesis

Ramakrishnan, Kannan (2011) Lossy, lossless and controlled compression of electrocardiogram (ECG) signals. PhD thesis, Multimedia University.