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ORCIDIoannis C. Konstantakopoulos
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2020 – today
- 2022
[j3]Ioannis C. Konstantakopoulos
, Kristy A. Hamilton, Yashaswini Murthy, Tanya Veeravalli, Costas J. Spanos, Roy Dong:
smartSDH: An Experimental Study of Mechanism-Based Building Control. IEEE Syst. J. 16(4): 6289-6299 (2022)- 2020
- [c12]Kellen Gillespie, Ioannis C. Konstantakopoulos, Xingzhi Guo, Vishal Thanvantri Vasudevan, Abhinav Sethy:
Improving Device Directedness Classification of Utterances With Semantic Lexical Features. ICASSP 2020: 7859-7863 - [i9]Ioannis C. Konstantakopoulos, Kristy A. Hamilton, Tanya Veeravalli, Costas J. Spanos, Roy Dong:
smartSDH: A Mechanism Design Approach to Building Control. CoRR abs/2001.02807 (2020) - [i8]Kellen Gillespie, Ioannis C. Konstantakopoulos, Xingzhi Guo, Vishal Thanvantri Vasudevan, Abhinav Sethy:
Improving Device Directedness Classification of Utterances with Semantic Lexical Features. CoRR abs/2010.01949 (2020)
2010 – 2019
- 2019
- [c11]Hari Prasanna Das, Ioannis C. Konstantakopoulos, Aummul Baneen Manasawala, Tanya Veeravalli, Huihan Liu, Costas J. Spanos:
A Novel Graphical Lasso Based Approach Towards Segmentation Analysis in Energy Game-Theoretic Frameworks. ICMLA 2019: 1702-1709 - [i7]Hari Prasanna Das, Ioannis C. Konstantakopoulos, Aummul Baneen Manasawala, Tanya Veeravalli, Huihan Liu, Costas J. Spanos:
A Novel Graphical Lasso based approach towards Segmentation Analysis in Energy Game-Theoretic Frameworks. CoRR abs/1910.02217 (2019) - [i6]Ioannis C. Konstantakopoulos, Hari Prasanna Das, Andrew R. Barkan, Shiying He, Tanya Veeravalli, Huihan Liu, Aummul Baneen Manasawala, Yu-Wen Lin, Costas J. Spanos:
Design, Benchmarking and Explainability Analysis of a Game-Theoretic Framework towards Energy Efficiency in Smart Infrastructure. CoRR abs/1910.07899 (2019) - 2018
- [b1]Ioannis C. Konstantakopoulos:
Statistical Learning Towards Gamification in Human-Centric Cyber-Physical Systems. University of California, Berkeley, USA, 2018 - [j2]Ruoxi Jia, Baihong Jin, Ming Jin, Yuxun Zhou, Ioannis C. Konstantakopoulos, Han Zou, Joyce Kim, Dan Li, Weixi Gu, Reza Arghandeh, Pierluigi Nuzzo, Stefano Schiavon, Alberto L. Sangiovanni-Vincentelli, Costas J. Spanos:
Design Automation for Smart Building Systems. Proc. IEEE 106(9): 1680-1699 (2018) - [j1]Ioannis C. Konstantakopoulos, Lillian J. Ratliff, Ming Jin, S. Shankar Sastry, Costas J. Spanos:
A Robust Utility Learning Framework via Inverse Optimization. IEEE Trans. Control. Syst. Technol. 26(3): 954-970 (2018) - [c10]Ruoxi Jia, Ioannis C. Konstantakopoulos, Bo Li, Costas J. Spanos:
Poisoning Attacks on Data-Driven Utility Learning in Games. ACC 2018: 5774-5780 - [i5]Ioannis C. Konstantakopoulos, Andrew R. Barkan, Shiying He, Tanya Veeravalli, Huihan Liu, Costas J. Spanos:
A Deep Learning and Gamification Approach to Energy Conservation at Nanyang Technological University. CoRR abs/1809.05142 (2018) - [i4]Hari Prasanna Das, Ioannis C. Konstantakopoulos, Aummul Baneen Manasawala, Tanya Veeravalli, Huihan Liu, Costas J. Spanos:
Segmentation Analysis in Human Centric Cyber-Physical Systems using Graphical Lasso. CoRR abs/1810.10533 (2018) - 2017
- [c9]Ioannis C. Konstantakopoulos, Lillian J. Ratliff, Ming Jin, Costas J. Spanos:
Leveraging correlations in utility learning. ACC 2017: 5249-5256 - [i3]Ioannis C. Konstantakopoulos, Lillian J. Ratliff, Ming Jin, S. Shankar Sastry, Costas J. Spanos:
A Robust Utility Learning Framework via Inverse Optimization. CoRR abs/1704.07933 (2017) - 2016
- [c8]Yuxun Zhou, Reza Arghandeh, Ioannis C. Konstantakopoulos, Shayaan Abdullah, Costas J. Spanos:
Data-driven event detection with partial knowledge: A Hidden Structure Semi-Supervised learning method. ACC 2016: 5962-5968 - [c7]Ioannis C. Konstantakopoulos, Lillian J. Ratliff, Ming Jin, Costas J. Spanos, S. Shankar Sastry:
Inverse modeling of non-cooperative agents via mixture of utilities. CDC 2016: 6327-6334 - [c6]R. Lily Hu, Kevin Leahy, Ioannis C. Konstantakopoulos, David M. Auslander, Costas J. Spanos, Alice M. Agogino:
Using Domain Knowledge Features for Wind Turbine Diagnostics. ICMLA 2016: 300-307 - [c5]Kevin Leahy, R. Lily Hu, Ioannis C. Konstantakopoulos, Costas J. Spanos, Alice M. Agogino:
Diagnosing wind turbine faults using machine learning techniques applied to operational data. ICPHM 2016: 1-8 - [c4]Yuxun Zhou, Reza Arghandeh, Ioannis C. Konstantakopoulos, Shayaan Abdullah, Alexandra von Meier, Costas J. Spanos:
Abnormal event detection with high resolution micro-PMU data. PSCC 2016: 1-7 - 2015
- [c3]Ming Jin, Lillian J. Ratliff, Ioannis C. Konstantakopoulos, Costas J. Spanos, Shankar Sastry:
REST: a reliable estimation of stopping time algorithm for social game experiments. ICCPS 2015: 90-99 - 2014
- [c2]Lillian J. Ratliff, Ming Jin, Ioannis C. Konstantakopoulos, Costas J. Spanos, S. Shankar Sastry:
Social game for building energy efficiency: Incentive design. Allerton 2014: 1011-1018 - [c1]Ming Jin, Ruoxi Jia, Zhaoyi Kang, Ioannis C. Konstantakopoulos, Costas J. Spanos:
PresenceSense: zero-training algorithm for individual presence detection based on power monitoring. BuildSys@SenSys 2014: 1-10 - [i2]Ioannis C. Konstantakopoulos, Lillian J. Ratliff, Ming Jin, S. Shankar Sastry, Costas J. Spanos:
Social Game for Building Energy Efficiency: Utility Learning, Simulation, and Analysis. CoRR abs/1407.0727 (2014) - [i1]Ming Jin, Ruoxi Jia, Zhaoyi Kang, Ioannis C. Konstantakopoulos, Costas J. Spanos:
PresenceSense: Zero-training Algorithm for Individual Presence Detection based on Power Monitoring. CoRR abs/1407.4395 (2014)
Coauthor Index
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