Article

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

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

Conference or Workshop Item

Arumugam, M. Senthil and Murthy, G. Ramana and Rao, M. V. C. and Loo, C. K. (2007) A Novel Effective Particle Swarm Optimization Like Algorithm via Extrapolation Technique. In: International Conference on Intelligent and Advanced Systems, 25-28 NOV 2007, Kuala Lumpur, MALAYSIA .

Arumugam, M. Senthil and Murthy, G. Ramana and Rao, M. V. C. and Loo,, C. K. (2007) On the Optimal Control of the Steel Annealing Processes as a Two-Stage Hybrid Systems via Different versions of PSO Algorithms. In: International Conference on Intelligent and Advanced Systems, 25-28 NOV 2007, Kuala Lumpur, MALAYSIA.

Thesis

Murthy, G. Ramana (2012) Design of low-power multiplexer-based adders for digital infinite impulse response filter. PhD thesis, Multimedia University.