Ioannis C. Konstantakopoulos

ORCID

Publication Activity (10 Years)

Years Active: 2014-2022
Publications (10 Years): 19

Top Venues

CoRR

ACC

ICMLA

IEEE Trans. Control. Syst. Technol.

University of California, Berkeley, USA (PHD)

Education History

University of California, Berkeley, USA

PHD

Publications

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) (2022)
Kellen Gillespie, Ioannis C. Konstantakopoulos, Xingzhi Guo, Vishal Thanvantri Vasudevan, Abhinav Sethy
Improving Device Directedness Classification of Utterances with Semantic Lexical Features. CoRR (2020)
Kellen Gillespie, Ioannis C. Konstantakopoulos, Xingzhi Guo, Vishal Thanvantri Vasudevan, Abhinav Sethy
Improving Device Directedness Classification of Utterances With Semantic Lexical Features. ICASSP (2020)
Ioannis C. Konstantakopoulos, Kristy A. Hamilton, Tanya Veeravalli, Costas J. Spanos, Roy Dong
smartSDH: A Mechanism Design Approach to Building Control. CoRR (2020)
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)
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 (2019)
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 (2019)
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) (2018)
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) (2018)
Ruoxi Jia, Ioannis C. Konstantakopoulos, Bo Li, Costas J. Spanos
Poisoning Attacks on Data-Driven Utility Learning in Games. ACC (2018)
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 (2018)
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 (2018)
Ioannis C. Konstantakopoulos, Lillian J. Ratliff, Ming Jin, Costas J. Spanos
Leveraging correlations in utility learning. ACC (2017)
Ioannis C. Konstantakopoulos, Lillian J. Ratliff, Ming Jin, S. Shankar Sastry, Costas J. Spanos
A Robust Utility Learning Framework via Inverse Optimization. CoRR (2017)
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)
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)
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)
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)
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)
Ming Jin, Lillian J. Ratliff, Ioannis C. Konstantakopoulos, Costas J. Spanos, S. Shankar Sastry
REST: a reliable estimation of stopping time algorithm for social game experiments. ICCPS (2015)
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 (2014)
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 (2014)
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)
Lillian J. Ratliff, Ming Jin, Ioannis C. Konstantakopoulos, Costas J. Spanos, S. Shankar Sastry
Social game for building energy efficiency: Incentive design. Allerton (2014)

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Publication Activity (10 Years)

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Ioannis C. Konstantakopoulos