| 2023 | SENSYS | FSBrick: An information model for representing fault-symptom relationships in HVAC systems. | Min Young Hwang, Burcu Akinci, Mario Berges |
| 2019 | SENSYS | Fine-Grained Recognition of Activities of Daily Living through Structural Vibration and Electrical Sensing. | Shijia Pan, Mario Berges, Juleen Rodakowski, Pei Zhang, Hae Young Noh |
| 2018 | AAAI | Variational BOLT: Approximate Learning in Factorial Hidden Markov Models With Application to Energy Disaggregation. | Henning Lange, Mario Berges |
| 2018 | SmartComp | VI-Based Appliance Classification Using Aggregated Power Consumption Data. | Leen De Baets, Tom Dhaene, Dirk Deschrijver, Mario Berges, Chris Develder |
| 2017 | SENSYS | COD: a dataset of commercial building occupancy traces. | Kin Sum Liu, Elvin Vindel Pinto, Sirajum Munir, Jonathan Francis, Charles Shelton, Mario Berges, Shan Lin |
| 2017 | SENSYS | FORK: fine grained occupancy estimatoR using kinect on ARM embedded platforms. | Sirajum Munir, Le Tran, Jonathan Francis, Charles Shelton, Ripudaman Singh Arora, Craig Hesling, Matias Quintana, Anand Krishnan Prakash, Anthony Rowe, Mario Berges |
| 2017 | RTAS | Real-Time Fine Grained Occupancy Estimation Using Depth Sensors on ARM Embedded Platforms. | Sirajum Munir, Ripudaman Singh Arora, Craig Hesling, Juncheng Li, Jonathan Francis, Charles Shelton, Christopher Martin, Anthony Rowe, Mario Berges |
| 2016 | AAAI | Efficient Inference in Dual-Emission FHMM for Energy Disaggregation. | Henning Lange, Mario Berges |
| 2016 | SENSYS | Brick: Towards a Unified Metadata Schema For Buildings. | Bharathan Balaji, Arka Aloke Bhattacharya, Gabriel Fierro, Jingkun Gao, Joshua Gluck, Dezhi Hong, Aslak Johansen, Jason Koh, Joern Ploennigs, Yuvraj Agarwal, Mario Berges, David E. Culler, Rajesh K. Gupta, Mikkel Baun Kjrgaard, Mani B. Srivastava, Kamin Whitehouse |
| 2016 | SENSYS | Portable Queries Using the Brick Schema for Building Applications: Demo Abstract. | Bharathan Balaji, Arka Aloke Bhattacharya, Gabe Fierro, Jingkun Gao, Joshua Gluck, Dezhi Hong, Aslak Johansen, Jason Koh, Joern Ploennigs, Yuvraj Agarwal, Mario Berges, David E. Culler, Rajesh Gupta, Mikkel Baun Kjrgaard, Mani B. Srivastava, Kamin Whitehouse |
| 2016 | SENSYS | BOLT: Energy Disaggregation by Online Binary Matrix Factorization of Current Waveforms. | Henning Lange, Mario Berges |
| 2015 | SENSYS | A Data-driven Meta-data Inference Framework for Building Automation Systems. | Jingkun Gao, Joern Ploennigs, Mario Berges |
| 2014 | SENSYS | PLAID: a public dataset of high-resoultion electrical appliance measurements for load identification research: demo abstract. | Jingkun Gao, Suman Giri, Emre Can Kara, Mario Berges |
| 2014 | SENSYS | Comparison of linear correlation and a statistical dependency measure for inferring spatial relation of temperature sensors in buildings. | Merthan Koc, Burcu Akinci, Mario Berges |
| 2014 | SENSYS | Mortar.io: a concrete building automation system: demo abstract. | Christopher Palmer, Patrick Lazik, Maxim Buevich, Jingkun Gao, Mario Berges, Anthony Rowe, Ricardo Lopes Pereira, Christopher Martin |
| 2013 | SENSYS | Exploring Sequential and Association Rule Mining for Pattern-based Energy Demand Characterization. | Leneve Ong, Mario Berges, Hae Young Noh |
| 2012 | EICS | The design of a hardware-software platform for long-term energy eco-feedback research. | Lucas Pereira, Filipe Quintal, Nuno Jardim Nunes, Mario Berges |
| 2012 | SENSYS | An integrated performance analysis framework for HVAC systems using heterogeneous data models and building automation systems. | Xuesong Liu, Burcu Akinci, Mario Berges, James H. Garrett Jr. |
| 2011 | ICASSP | Robust adaptive event detection in non-intrusive load monitoring for energy aware smart facilities. | Yuanwei Jin, Eniye Tebekaemi, Mario Berges, Lucio Soibelman |
| 2011 | SENSYS | Appliance classification and energy management using multi-modal sensing. | Mario Berges, Anthony Rowe |
| 2010 | SENSYS | Contactless sensing of appliance state transitions through variations in electromagnetic fields. | Anthony Rowe, Mario Berges, Raj Rajkumar |