Hussain Kazmi

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 17

Top Topics

Health Management

Reinforcement Learning

Hurricane Katrina

Top Venues

BuildSys@SenSys

Publications

Attila Balint, Haroon Raja, Johan Driesen, Hussain Kazmi
Using domain-augmented federated learning to model thermostatically controlled loads. ISGT EUROPE (2023)
Fuyang Jiang, Johan Driesen, Hussain Kazmi
On the causality of data-driven building thermal models. BuildSys@SenSys (2023)
Hussain Kazmi, Pierre Pinson
On the contribution of pre-trained models to accuracy and utility in modeling distributed energy resources. CoRR (2023)
Mohamad Khalil, A. Stephen McGough, Hussain Kazmi, Sara Walker
The Forecastability of Underlying Building Electricity Demand from Time Series Data. CoRR (2023)
Mohamad Khalil, A. Stephen McGough, Hussain Kazmi, Sara Walker
The Forecastability of Underlying Building Electricity Demand from Time Series Data. BigData (2023)
Maria Margarida Mascarenhas, Hussain Kazmi
Is your forecaster smarter than an energy engineer: a deep dive into electricity price forecasting. CoRR (2022)
Hussain Kazmi
Teaching machine learning through end-to-end decision making. Teaching ML (2021)
Hussain Kazmi, Pieterjan Vaneerdewegh, Johan Driesen
Estimating residential energy flexibility potential through forced activations. BuildSys@SenSys (2021)
Khaoula Tidriri, Ahmad Braydi, Hussain Kazmi
Data-driven Decision-Making Methodology for Prognostic and Health Management of Wind Turbines. ANZCC (2021)
Manar Amayri, Stéphane Ploix, Hussain Kazmi, Quoc-Dung Ngo, El Abed El Safadi
Estimating Occupancy from Measurements and Knowledge Using the Bayesian Network for Energy Management. J. Sensors 2019 (2019)
Hussain Kazmi, Johan A. K. Suykens, Johan Driesen
Valuing Knowledge, Information and Agency in Multi-agent Reinforcement Learning: A Case Study in Smart Buildings. AAMAS (2018)
Adam Nagy, Hussain Kazmi, Farah Cheaib, Johan Driesen
Deep Reinforcement Learning for Optimal Control of Space Heating. CoRR (2018)
Hussain Kazmi, Johan A. K. Suykens, Johan Driesen
Valuing knowledge, information and agency in Multi-agent Reinforcement Learning: a case study in smart buildings. CoRR (2018)
Hussain Kazmi, Fahad Mehmood, Stefan Lodeweyckx, Johan Driesen
Deep Reinforcement Learning based Optimal Control of Hot Water Systems. CoRR (2018)
Hussain Kazmi, Fahad Mehmood, Manar Amayri
Smart Home Futures: Algorithmic Challenges and Opportunities. ISPAN-FCST-ISCC (2017)
Adhra Ali, Hussain Kazmi
Minimizing Grid Interaction of Solar Generation and DHW Loads in nZEBs Using Model-Free Reinforcement Learning. DARE@PKDD/ECML (2017)
Hussain Kazmi, Simona D'Oca
Demonstrating model-based reinforcement learning for energy efficiency and demand response using hot water vessels in net-zero energy buildings. ISGT Europe (2016)