- 2024
- Rahul Mishra
, Hari Prabhat Gupta:
i-Care: A Multi-Modal Data Integration Approach for Real-time Surveillance and Voice Assistance to Improve Infant Care. BuildSys 2024 - Yufei Zhang, Matteo Favero, Patrick Chwalek, Sailin Zhong, Denis Lalanne, Joseph A. Paradiso, Clayton Miller, Andrew J. Sonta:
Mind the Hazard: Modeling and Interpreting Comfort with Personalized Sensing. BuildSys 2024 - Arunim Anand, Anmol Gaur, Gurubalan Annadurai, Eswar Rajasekaran, Chirag Deb:
Comparative Analysis of Climate Data Sources for UBEM and their Implications for Energy Demand in Mumbai. BuildSys 2024 - Mazen Bouchur, Andreas Reinhardt:
NILMInspector: An Interactive Tool for Data Visualization and Manipulation in Load Disaggregation. BuildSys 2024 - Justus Breyer, Sparsh Jauhari, René Glebke, Muhammad Hamad Alizai, Markus Stroot, Klaus Wehrle:
Investigating Domain Bias in NILM. BuildSys 2024 - Justus Breyer, Maximilian Petri, Muhammad Hamad Alizai, Klaus Wehrle:
A Critical Review of Household Water Datasets. BuildSys 2024 - Carmen Cheh, Aaron Han Yen Tay, Zhen Wei Ng, Binbin Chen, Xin Lou, Zaki Masood, David K. Y. Yau:
Water Supply System Dataset: Non-Invasive Sensor Data for Smart Water Pumps. BuildSys 2024 - Samuel Chen, Emerson K. Collins, Vincent M. Cheng, Kelby B. Kramer, Gerald J. Wang:
Pico-Scale Science for Pedestrian-Scale Solutions (PSS4PSS): A Computational Toolbox Leveraging Molecular Simulation for Pedestrian Dynamics. BuildSys 2024 - Zijie Chen, Christiane M. Herr:
Using DPO to align the building environment with personal preferences: A perspective from LLMs fine-tuning. BuildSys 2024 - Chun Wai Chiu, Christos Efstratiou, Marialena Nikolopoulou, Matthew Barker, Andrew Baldwin, Malcolm Clarke:
A Machine Learning Framework for Optimising Indoor Thermal Comfort and Air Quality through Sensor Data Streams. BuildSys 2024 - Vincent W. L. Chiu, Ray W. H. Lam, Safiya W. K. Yu, Charlie C. H. Lo, Gary Y. H. Tiu, Jenny T. Y. Ip, Samson C. K. Fung:
Scalable application of streaming analytics for chiller plant optimisation. BuildSys 2024 - Jesse R. Codling, Jeffrey D. Shulkin, Yen-Cheng Chang, Jiale Zhang, Hugo Latapie, Hae Young Noh, Pei Zhang, Yiwen Dong:
FloHR: Ubiquitous Heart Rate Measurement using Indirect Floor Vibration Sensing. BuildSys 2024 - Grace Colverd, Ronita Bardhan, Jonathan Cullen:
Benchmarking Domestic Energy Consumption using High-Resolution Neighbourhood Energy Data and City Clustering in the UK. BuildSys 2024 - Volkan Dedeoglu, Qianggong Zhang, Yang Li, Jiajun Liu, Subbu Sethuvenkatraman:
BuildingSage: A safe and secure AI copilot for smart buildings. BuildSys 2024 - Yang Deng:
Improving Cyber-Physical Building Energy System via Large-Scale Machine Learning Evaluation. BuildSys 2024 - Yang Deng, Rui Liang, Yaohui Liu, Jiaqi Fan, Dan Wang:
AugPlug: An Automated Data Augmentation Model to Enhance Online Building Load Forecasting. BuildSys 2024 - Yang Deng, Yaohui Liu, Rui Liang, Donghua Xie, Dafang Zhao, Ittetsu Taniguchi, Samson Tai, Dan Wang:
Towards Machine Learning-based Model Predictive Control for HVAC Control in Multi-Context Buildings at Scale via Ensemble Learning. BuildSys 2024 - Yang Deng, Donghua Xie, Rui Liang, Jingyun Zeng, Samson Tai, Dan Wang:
BuildProg: Program Generation for Testing ML-based Building Load Forecasting models via LLM and Prompt Engineering. BuildSys 2024 - Maral Doctorarastoo, Cheyu Lin, Katherine A. Flanigan, Mario Bergés:
A Bayesian Network Approach for Predicting Social Interactions in Shared Spatial Environments. BuildSys 2024 - Shangjie Du, Zhizhang Hu, Shijia Pan:
GraPhy: Graph-Based Physics-Guided Urban Air Quality Modeling for Monitoring-Constrained Regions. BuildSys 2024 - Saksham Dutta, Akshit Singhal, Appala Srisurya Pardhasaradhi Tupurani, Listin Abey Mathew, Amreen Parveen, Venu A. Madhav, Dishant Arora, K. Selvakumar, Deva P. Seetharam:
Key Lessons From Improving the Energy Efficiency of Hospitals Using Reinforcement Learning: Insights From 39 Deployments in India. BuildSys 2024 - Xiaochen Fan, Rui Chen, Yuming Lin:
Quantifying the Similarity of Urban Forms through the Building Morphology Complexity Index. BuildSys 2024 - Judah Goldfeder, John Sipple:
Reducing Carbon Emissions at Scale: Interpretable and Efficient to Implement Reinforcement Learning via Policy Extraction. BuildSys 2024 - Xiaoguang Guo, Keyang Yu, Qi Li, Dong Chen:
VoiceAttack: Fingerprinting Voice Command on VPN-protected Smart Home Speakers. BuildSys 2024 - Zefeng Huang, Zhonghua Gou:
Recognizing Occupant Behavior Patterns in Office Buildings Based on Multi-source Environmental Data and the Construction of a Digital Twin Platform. BuildSys 2024 - Junaid Islam, Nilotpal Chakraborty:
Multi-Objective Eco-Routing Solution and Analysis for Electric Vehicles Towards a Sustainable Transportation System. BuildSys 2024 - Jeslu Celine Jacob, Debapratim Pandit, Joy Sen:
A Machine Learning Approach to Benchmark Thermal Comfort. BuildSys 2024 - Sukanya Jewsakul, Edith C. H. Ngai:
FioRa: Energy Neutrality-aware Multicast Firmware Distributions in Energy-harvesting LoRa Networks. BuildSys 2024 - Fuyang Jiang, Hussain Kazmi:
Causal data-driven modelling of overheating risk in high efficiency residential buildings. BuildSys 2024 - Julia Köhlke, Adam Lechowicz, Oluwole Fabikun, Noman Bashir, Abel Souza, Prashant J. Shenoy, Sebastian Lehnhoff:
Examining The Adoption of Electromobility Concepts Across Social Contexts For Energy Transition. BuildSys 2024
