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Thermal Prediction for Efficient Energy Management of Clouds using Machine Learning

Nov 10, 2020
Shashikant Ilager, Kotagiri Ramamohanarao, Rajkumar Buyya

* Under submission at IEEE Transactions on Parallel and Distributed Systems (TPDS) 

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Learning Non-Unique Segmentation with Reward-Penalty Dice Loss

Sep 23, 2020
Jiabo He, Sarah Erfani, Sudanthi Wijewickrema, Stephen O'Leary, Kotagiri Ramamohanarao

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Dynamic Scheduling for Stochastic Edge-Cloud Computing Environments using A3C learning and Residual Recurrent Neural Networks

Sep 01, 2020
Shreshth Tuli, Shashikant Ilager, Kotagiri Ramamohanarao, Rajkumar Buyya

* Accepted in IEEE Transaction on Mobile Computing 

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MurTree: Optimal Classification Trees via Dynamic Programming and Search

Jul 24, 2020
Emir Demirović, Anna Lukina, Emmanuel Hebrard, Jeffrey Chan, James Bailey, Christopher Leckie, Kotagiri Ramamohanarao, Peter J. Stuckey

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Generative Image Inpainting with Submanifold Alignment

Aug 01, 2019
Ang Li, Jianzhong Qi, Rui Zhang, Xingjun Ma, Kotagiri Ramamohanarao

* accepted by IJCAI2019 

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A Jointly Learned Context-Aware Place of Interest Embedding for Trip Recommendations

Aug 24, 2018
Jiayuan He, Jianzhong Qi, Kotagiri Ramamohanarao

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Learning with Bounded Instance- and Label-dependent Label Noise

Sep 12, 2017
Jiacheng Cheng, Tongliang Liu, Kotagiri Ramamohanarao, Dacheng Tao

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Tensor Canonical Correlation Analysis for Multi-view Dimension Reduction

Feb 09, 2015
Yong Luo, Dacheng Tao, Yonggang Wen, Kotagiri Ramamohanarao, Chao Xu

* 20 pages, 10 figures 

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