Ioannis C. Konstantakopoulos

According to our database, Ioannis C. Konstantakopoulos authored at least 21 papers between 2014 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2022

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

2020

smartSDH: A Mechanism Design Approach to Building Control.

Ioannis C. Konstantakopoulos, Kristy A. Hamilton, Tanya Veeravalli, Costas J. Spanos, Roy Dong

CoRR, 2020

Improving Device Directedness Classification of Utterances With Semantic Lexical Features.

Kellen Gillespie, Ioannis C. Konstantakopoulos, Xingzhi Guo, Vishal Thanvantri Vasudevan, Abhinav Sethy

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

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

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

Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019

2018

Statistical Learning Towards Gamification in Human-Centric Cyber-Physical Systems.

Ioannis C. Konstantakopoulos

PhD thesis, 2018

A Robust Utility Learning Framework via Inverse Optimization.

Ioannis C. Konstantakopoulos, Lillian J. Ratliff, Ming Jin, S. Shankar Sastry, Costas J. Spanos

IEEE Trans. Control. Syst. Technol., 2018

Design Automation for Smart Building Systems.

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

Proc. IEEE, 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

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

Poisoning Attacks on Data-Driven Utility Learning in Games.

Ruoxi Jia, Ioannis C. Konstantakopoulos, Bo Li, Costas J. Spanos

Proceedings of the 2018 Annual American Control Conference, 2018

2017

Leveraging correlations in utility learning.

Ioannis C. Konstantakopoulos, Lillian J. Ratliff, Ming Jin, Costas J. Spanos

Proceedings of the 2017 American Control Conference, 2017

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

Proceedings of the Power Systems Computation Conference, 2016

Diagnosing wind turbine faults using machine learning techniques applied to operational data.

Kevin Leahy, R. Lily Hu, Ioannis C. Konstantakopoulos, Costas J. Spanos, Alice M. Agogino

Proceedings of the IEEE International Conference on Prognostics and Health Management, 2016

Using Domain Knowledge Features for Wind Turbine Diagnostics.

R. Lily Hu, Kevin Leahy, Ioannis C. Konstantakopoulos, David M. Auslander, Costas J. Spanos, Alice M. Agogino

Proceedings of the 15th IEEE International Conference on Machine Learning and Applications, 2016

Inverse modeling of non-cooperative agents via mixture of utilities.

Ioannis C. Konstantakopoulos, Lillian J. Ratliff, Ming Jin, Costas J. Spanos, S. Shankar Sastry

Proceedings of the 55th IEEE Conference on Decision and Control, 2016

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

Proceedings of the 2016 American Control Conference, 2016

2015

REST: a reliable estimation of stopping time algorithm for social game experiments.

Ming Jin, Lillian J. Ratliff, Ioannis C. Konstantakopoulos, Costas J. Spanos, Shankar Sastry

Proceedings of the ACM/IEEE Sixth International Conference on Cyber-Physical Systems, 2015

2014

Social Game for Building Energy Efficiency: Utility Learning, Simulation, and Analysis.

Ioannis C. Konstantakopoulos, Lillian J. Ratliff, Ming Jin, S. Shankar Sastry, Costas J. Spanos

CoRR, 2014

PresenceSense: zero-training algorithm for individual presence detection based on power monitoring.

Ming Jin, Ruoxi Jia, Zhaoyi Kang, Ioannis C. Konstantakopoulos, Costas J. Spanos

Proceedings of the 1st ACM Conference on Embedded Systems for Energy-Efficient Buildings, 2014

Social game for building energy efficiency: Incentive design.

Lillian J. Ratliff, Ming Jin, Ioannis C. Konstantakopoulos, Costas J. Spanos, S. Shankar Sastry

Proceedings of the 52nd Annual Allerton Conference on Communication, 2014