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Design, Benchmarking and Explainability Analysis of a Game-Theoretic Framework towards Energy Efficiency in Smart Infrastructure

Oct 16, 2019
Ioannis C. Konstantakopoulos, Hari Prasanna Das, Andrew R. Barkan, Shiying He, Tanya Veeravalli, Huihan Liu, Aummul Baneen Manasawala, Yu-Wen Lin, Costas J. Spanos

* arXiv admin note: substantial text overlap with arXiv:1809.05142, arXiv:1810.10533 

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A Novel Graphical Lasso based approach towards Segmentation Analysis in Energy Game-Theoretic Frameworks

Oct 05, 2019
Hari Prasanna Das, Ioannis C. Konstantakopoulos, Aummul Baneen Manasawala, Tanya Veeravalli, Huihan Liu, Costas J. Spanos

* Proceedings of the Special Session on Machine Learning in Energy Application, International Conference on Machine Learning and Applications (ICMLA) 2019. arXiv admin note: text overlap with arXiv:1810.10533 

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Efficient Task-Specific Data Valuation for Nearest Neighbor Algorithms

Sep 11, 2019
Ruoxi Jia, David Dao, Boxin Wang, Frances Ann Hubis, Nezihe Merve Gurel, Bo Li, Ce Zhang, Costas J. Spanos, Dawn Song

* PVLDB, 12(11): 1610-1623, 2019 

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Dimensionality Reduction Flows

Aug 05, 2019
Hari Prasanna Das, Pieter Abbeel, Costas J. Spanos


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Segmentation Analysis in Human Centric Cyber-Physical Systems using Graphical Lasso

Oct 24, 2018
Hari Prasanna Das, Ioannis C. Konstantakopoulos, Aummul Baneen Manasawala, Tanya Veeravalli, Huihan Liu, Costas J. Spanos

* Submitted to International Conference on Cyber-Physical Systems (ICCPS) 2019. arXiv admin note: text overlap with arXiv:1809.05142 

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Sequential Logistic Principal Component Analysis (SLPCA): Dimensional Reduction in Streaming Multivariate Binary-State System

Jul 16, 2014
Zhaoyi Kang, Costas J. Spanos

* 6 pages, 4 figures, conference submission 

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Environmental Sensing by Wearable Device for Indoor Activity and Location Estimation

Jun 22, 2014
Ming Jin, Han Zou, Kevin Weekly, Ruoxi Jia, Alexandre M. Bayen, Costas J. Spanos

* submitted to the 40th Annual Conference of the IEEE Industrial Electronics Society (IECON) 

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