18 citations · 53 across the 7 of their papers we have counts for
7 papers
Improving Device Directedness Classification of Utterances with Semantic Lexical Features
Kellen Gillespie, Ioannis C. Konstantakopoulos, Xingzhi Guo +2
User interactions with personal assistants like Alexa, Google Home and Siri are typically initiated by a wake term or wakeword. Several personal assistants feature "follow-up" mode…
smartSDH: An Experimental Study of Mechanism Based Building Control
Ioannis C. Konstantakopoulos, Kristy A. Hamilton, Yashaswini Murthy +3
As Internet of Things (IoT) technologies are increasingly being deployed, situations frequently arise where multiple stakeholders must reconcile preferences to control a shared res…
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 +6
In this paper, we propose a gamification approach as a novel framework for smart building infrastructure with the goal of motivating human occupants to reconsider personal energy u…
A Novel Graphical Lasso based approach towards Segmentation Analysis in Energy Game-Theoretic Frameworks
Hari Prasanna Das, Ioannis C. Konstantakopoulos, Aummul Baneen Manasawala +3
Energy game-theoretic frameworks have emerged to be a successful strategy to encourage energy efficient behavior in large scale by leveraging human-in-the-loop strategy. A number o…
Segmentation Analysis in Human Centric Cyber-Physical Systems using Graphical Lasso
Hari Prasanna Das, Ioannis C. Konstantakopoulos, Aummul Baneen Manasawala +3
A generalized gamification framework is introduced as a form of smart infrastructure with potential to improve sustainability and energy efficiency by leveraging humans-in-the-loop…
A Deep Learning and Gamification Approach to Energy Conservation at Nanyang Technological University
Ioannis C. Konstantakopoulos, Andrew R. Barkan, Shiying He +3
The implementation of smart building technology in the form of smart infrastructure applications has great potential to improve sustainability and energy efficiency by leveraging h…
Social Game for Building Energy Efficiency: Utility Learning, Simulation, and Analysis
Ioannis C. Konstantakopoulos, Lillian J. Ratliff, Ming Jin +2
We describe a social game that we designed for encouraging energy efficient behavior amongst building occupants with the aim of reducing overall energy consumption in the building.…