Social game for building energy efficiency: Incentive design. - Lillian J. Ratliff; Ming Jin 002; Ioannis C. Konstantakopoulos; Costas J. Spanos; S. Shankar Sastry (Allerton, 2014)

PresenceSense: zero-training algorithm for individual presence detection based on power monitoring. - Ming Jin 002; Ruoxi Jia 001; Zhaoyi Kang; Ioannis C. Konstantakopoulos; Costas J. Spanos (BuildSys, 2014)

Social Game for Building Energy Efficiency: Utility Learning, Simulation, and Analysis. - Ioannis C. Konstantakopoulos; Lillian J. Ratliff; Ming Jin 002; S. Shankar Sastry; Costas J. Spanos (CoRR, 2014)

REST: a reliable estimation of stopping time algorithm for social game experiments. - Ming Jin 002; Lillian J. Ratliff; Ioannis C. Konstantakopoulos; Costas J. Spanos; Shankar Sastry 001 (ICCPS, 2015)

Data-driven event detection with partial knowledge: A Hidden Structure Semi-Supervised learning method. - Yuxun Zhou; Reza Arghandeh; Ioannis C. Konstantakopoulos; Shayaan Abdullah; Costas J. Spanos (ACC, 2016)

Inverse modeling of non-cooperative agents via mixture of utilities. - Ioannis C. Konstantakopoulos; Lillian J. Ratliff; Ming Jin 002; Costas J. Spanos; S. Shankar Sastry (CDC, 2016)

Using Domain Knowledge Features for Wind Turbine Diagnostics. - R. Lily Hu; Kevin Leahy 003; Ioannis C. Konstantakopoulos; David M. Auslander; Costas J. Spanos; Alice M. Agogino (ICMLA, 2016)

Diagnosing wind turbine faults using machine learning techniques applied to operational data. - Kevin Leahy 003; R. Lily Hu; Ioannis C. Konstantakopoulos; Costas J. Spanos; Alice M. Agogino (ICPHM, 2016)

Abnormal event detection with high resolution micro-PMU data. - Yuxun Zhou; Reza Arghandeh; Ioannis C. Konstantakopoulos; Shayaan Abdullah; Alexandra von Meier; Costas J. Spanos (PSCC, 2016)

Leveraging correlations in utility learning. - Ioannis C. Konstantakopoulos; Lillian J. Ratliff; Ming Jin 002; Costas J. Spanos (ACC, 2017)

Poisoning Attacks on Data-Driven Utility Learning in Games. - Ruoxi Jia 001; Ioannis C. Konstantakopoulos; Bo Li 026; Costas J. Spanos (ACC, 2018)

A Deep Learning and Gamification Approach to Energy Conservation at Nanyang Technological University. - Ioannis C. Konstantakopoulos; Andrew R. Barkan; Shiying He; Tanya Veeravalli; Huihan Liu; Costas J. Spanos (CoRR, 2018)

Segmentation Analysis in Human Centric Cyber-Physical Systems using Graphical Lasso. - Hari Prasanna Das; Ioannis C. Konstantakopoulos; Aummul Baneen Manasawala; Tanya Veeravalli; Huihan Liu; Costas J. Spanos (CoRR, 2018)

Design Automation for Smart Building Systems. - Ruoxi Jia 001; Baihong Jin; Ming Jin 002; Yuxun Zhou; Ioannis C. Konstantakopoulos; Han Zou; Joyce Kim; Dan Li 016; Weixi Gu; Reza Arghandeh; Pierluigi Nuzzo 002; Stefano Schiavon; et al. (Proc. IEEE, 2018)

A Robust Utility Learning Framework via Inverse Optimization. - Ioannis C. Konstantakopoulos; Lillian J. Ratliff; Ming Jin 002; S. Shankar Sastry; Costas J. Spanos (IEEE Trans. Control. Syst. Technol., 2018)

Statistical Learning Towards Gamification in Human-Centric Cyber-Physical Systems. - Ioannis C. Konstantakopoulos (2018)

A Novel Graphical Lasso Based Approach Towards Segmentation Analysis in Energy Game-Theoretic Frameworks. - Hari Prasanna Das; Ioannis C. Konstantakopoulos; Aummul Baneen Manasawala; Tanya Veeravalli; Huihan Liu; Costas J. Spanos (ICMLA, 2019)

Design, Benchmarking and Explainability Analysis of a Game-Theoretic Framework towards Energy Efficiency in Smart Infrastructure. - Ioannis C. Konstantakopoulos; Hari Prasanna Das; Andrew R. Barkan; Shiying He; Tanya Veeravalli; Huihan Liu; Aummul Baneen Manasawala; Yu-Wen Lin; Costas J. Spanos (CoRR, 2019)

Improving Device Directedness Classification of Utterances With Semantic Lexical Features. - Kellen Gillespie; Ioannis C. Konstantakopoulos; Xingzhi Guo; Vishal Thanvantri Vasudevan; Abhinav Sethy (ICASSP, 2020)

smartSDH: A Mechanism Design Approach to Building Control. - Ioannis C. Konstantakopoulos; Kristy A. Hamilton; Tanya Veeravalli; Costas J. Spanos; Roy Dong (CoRR, 2020)

smartSDH: An Experimental Study of Mechanism-Based Building Control. - Ioannis C. Konstantakopoulos; Kristy A. Hamilton; Yashaswini Murthy; Tanya Veeravalli; Costas J. Spanos; Roy Dong (IEEE Syst. J., 2022)