Ioannis C. Konstantakopoulos

25 papers C 5Misc 1Journal 12Unranked 6
YearRankTypeTitle / Venue / Authors
2022 J jnl
smartSDH: An Experimental Study of Mechanism-Based Building Control.
IEEE Syst. J.
Ioannis C. Konstantakopoulos, Kristy A. Hamilton, Yashaswini Murthy, Tanya Veeravalli, Costas J. Spanos, Roy Dong
2020 Misc conf
Improving Device Directedness Classification of Utterances With Semantic Lexical Features.
ICASSP
Kellen Gillespie, Ioannis C. Konstantakopoulos, Xingzhi Guo, Vishal Thanvantri Vasudevan, Abhinav Sethy
2020 J jnl
Improving Device Directedness Classification of Utterances with Semantic Lexical Features.
CoRR
Kellen Gillespie, Ioannis C. Konstantakopoulos, Xingzhi Guo, Vishal Thanvantri Vasudevan, Abhinav Sethy
2020 J jnl
smartSDH: A Mechanism Design Approach to Building Control.
CoRR
Ioannis C. Konstantakopoulos, Kristy A. Hamilton, Tanya Veeravalli, Costas J. Spanos, Roy Dong
2019 C conf
A Novel Graphical Lasso Based Approach Towards Segmentation Analysis in Energy Game-Theoretic Frameworks.
ICMLA
Hari Prasanna Das, Ioannis C. Konstantakopoulos, Aummul Baneen Manasawala, Tanya Veeravalli, Huihan Liu, Costas J. Spanos
2019 J jnl
A Novel Graphical Lasso based approach towards Segmentation Analysis in Energy Game-Theoretic Frameworks.
CoRR
Hari Prasanna Das, Ioannis C. Konstantakopoulos, Aummul Baneen Manasawala, Tanya Veeravalli, Huihan Liu, Costas J. Spanos
2019 J jnl
Design, Benchmarking and Explainability Analysis of a Game-Theoretic Framework towards Energy Efficiency in Smart Infrastructure.
CoRR
Ioannis C. Konstantakopoulos, Hari Prasanna Das, Andrew R. Barkan, Shiying He, Tanya Veeravalli, Huihan Liu, Aummul Baneen Manasawala, Yu-Wen Lin, Costas J. Spanos
2018 J jnl
A Deep Learning and Gamification Approach to Energy Conservation at Nanyang Technological University.
CoRR
Ioannis C. Konstantakopoulos, Andrew R. Barkan, Shiying He, Tanya Veeravalli, Huihan Liu, Costas J. Spanos
2018 J jnl
A Robust Utility Learning Framework via Inverse Optimization.
IEEE Trans. Control. Syst. Technol.
Ioannis C. Konstantakopoulos, Lillian J. Ratliff, Ming Jin, S. Shankar Sastry, Costas J. Spanos
2018 J jnl
Design Automation for Smart Building Systems.
Proc. IEEE
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
2018 C conf
Poisoning Attacks on Data-Driven Utility Learning in Games.
ACC
Ruoxi Jia, Ioannis C. Konstantakopoulos, Bo Li, Costas J. Spanos
2018 J jnl
Segmentation Analysis in Human Centric Cyber-Physical Systems using Graphical Lasso.
CoRR
Hari Prasanna Das, Ioannis C. Konstantakopoulos, Aummul Baneen Manasawala, Tanya Veeravalli, Huihan Liu, Costas J. Spanos
2018 — —
Statistical Learning Towards Gamification in Human-Centric Cyber-Physical Systems.
Ioannis C. Konstantakopoulos
2017 J jnl
A Robust Utility Learning Framework via Inverse Optimization.
CoRR
Ioannis C. Konstantakopoulos, Lillian J. Ratliff, Ming Jin, S. Shankar Sastry, Costas J. Spanos
2017 C conf
Leveraging correlations in utility learning.
ACC
Ioannis C. Konstantakopoulos, Lillian J. Ratliff, Ming Jin, Costas J. Spanos
2016 — conf
Abnormal event detection with high resolution micro-PMU data.
PSCC
Yuxun Zhou, Reza Arghandeh, Ioannis C. Konstantakopoulos, Shayaan Abdullah, Alexandra von Meier, Costas J. Spanos
2016 C conf
Data-driven event detection with partial knowledge: A Hidden Structure Semi-Supervised learning method.
ACC
Yuxun Zhou, Reza Arghandeh, Ioannis C. Konstantakopoulos, Shayaan Abdullah, Costas J. Spanos
2016 — conf
Diagnosing wind turbine faults using machine learning techniques applied to operational data.
ICPHM
Kevin Leahy, R. Lily Hu, Ioannis C. Konstantakopoulos, Costas J. Spanos, Alice M. Agogino
2016 — conf
Inverse modeling of non-cooperative agents via mixture of utilities.
CDC
Ioannis C. Konstantakopoulos, Lillian J. Ratliff, Ming Jin, Costas J. Spanos, S. Shankar Sastry
2016 C conf
Using Domain Knowledge Features for Wind Turbine Diagnostics.
ICMLA
R. Lily Hu, Kevin Leahy, Ioannis C. Konstantakopoulos, David M. Auslander, Costas J. Spanos, Alice M. Agogino
2015 — conf
REST: a reliable estimation of stopping time algorithm for social game experiments.
ICCPS
Ming Jin, Lillian J. Ratliff, Ioannis C. Konstantakopoulos, Costas J. Spanos, Shankar Sastry
2014 J jnl
PresenceSense: Zero-training Algorithm for Individual Presence Detection based on Power Monitoring.
CoRR
Ming Jin, Ruoxi Jia, Zhaoyi Kang, Ioannis C. Konstantakopoulos, Costas J. Spanos
2014 — conf
PresenceSense: zero-training algorithm for individual presence detection based on power monitoring.
BuildSys
Ming Jin, Ruoxi Jia, Zhaoyi Kang, Ioannis C. Konstantakopoulos, Costas J. Spanos
2014 J jnl
Social Game for Building Energy Efficiency: Utility Learning, Simulation, and Analysis.
CoRR
Ioannis C. Konstantakopoulos, Lillian J. Ratliff, Ming Jin, S. Shankar Sastry, Costas J. Spanos
2014 — conf
Social game for building energy efficiency: Incentive design.
Allerton
Lillian J. Ratliff, Ming Jin, Ioannis C. Konstantakopoulos, Costas J. Spanos, S. Shankar Sastry