Mario Berges

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 22

Top Topics

Linear Correlation

Human Activity Recognition

Efficient Inference

Top Venues

BuildSys@SenSys

Adv. Eng. Informatics

Publications

Yanyu Wang, Pingbo Tang, Kaijian Liu, Jiannan Cai, Ran Ren, Jacob J. Lin, Hubo Cai, Jiansong Zhang, Nora M. El-Gohary, Mario Berges, Mani Golparvar Fard
Characterizing Data Sharing in Civil Infrastructure Engineering: Current Practice, Future Vision, Barriers, and Promotion Strategies. J. Comput. Civ. Eng. 37 (2) (2023)
Min Young Hwang, Burcu Akinci, Mario Berges
FSBrick: An information model for representing fault-symptom relationships in HVAC systems. BuildSys@SenSys (2023)
Brian Kunzer, Mario Berges, Artur Dubrawski
The Digital Twin Landscape at the Crossroads of Predictive Maintenance, Machine Learning and Physics Based Modeling. CoRR (2022)
Bingqing Chen, Priya L. Donti, Kyri Baker, J. Zico Kolter, Mario Berges
Enforcing Policy Feasibility Constraints through Differentiable Projection for Energy Optimization. CoRR (2021)
Henning Lange, Bingqing Chen, Mario Berges, Soummya Kar
Learning to Solve AC Optimal Power Flow by Differentiating through Holomorphic Embeddings. CoRR (2020)
Alan Mazankiewicz, Klemens Böhm, Mario Berges
Incremental Real-Time Personalization in Human Activity Recognition Using Domain Adaptive Batch Normalization. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4 (4) (2020)
Jingxiao Liu, Bingqing Chen, Siheng Chen, Mario Berges, Jacobo Bielak, Hae Young Noh
Damage-sensitive and domain-invariant feature extraction for vehicle-vibration-based bridge health monitoring. CoRR (2020)
Mario Berges, Constantine Samaras
A Path Forward for Smart Cities and IoT Devices. IEEE Internet Things Mag. 2 (2) (2019)
Shijia Pan, Mario Berges, Juleen Rodakowski, Pei Zhang, Hae Young Noh
Fine-Grained Recognition of Activities of Daily Living through Structural Vibration and Electrical Sensing. BuildSys@SenSys (2019)
Leen De Baets, Tom Dhaene, Dirk Deschrijver, Mario Berges, Chris Develder
VI-Based Appliance Classification Using Aggregated Power Consumption Data. SMARTCOMP (2018)
Henning Lange, Mario Berges
Variational BOLT: Approximate Learning in Factorial Hidden Markov Models With Application to Energy Disaggregation. AAAI (2018)
Zhanhong Jiang, Jonathan Francis, Anit Kumar Sahu, Sirajum Munir, Charles Shelton, Anthony Rowe, Mario Berges
Data-driven Thermal Model Inference with ARMAX, in Smart Environments, based on Normalized Mutual Information. ACC (2018)
Suman Giri, Mario Berges
An error correction framework for sequences resulting from known state-transition models in Non-Intrusive Load Monitoring. Adv. Eng. Informatics 32 (2017)
Sirajum Munir, Le Tran, Jonathan Francis, Charles Shelton, Ripudaman Singh Arora, Craig Hesling, Matias Quintana, Anand Krishnan Prakash, Anthony Rowe, Mario Berges
FORK: fine grained occupancy estimatoR using kinect on ARM embedded platforms. BuildSys@SenSys (2017)
Leen De Baets, Chris Develder, Tom Dhaene, Dirk Deschrijver, Jingkun Gao, Mario Berges
Handling imbalance in an extended PLAID. SustainIT (2017)
Kin Sum Liu, Elvin Vindel Pinto, Sirajum Munir, Jonathan Francis, Charles Shelton, Mario Berges, Shan Lin
COD: a dataset of commercial building occupancy traces. BuildSys@SenSys (2017)
Carl Malings, Matteo Pozzi, Kelly Klima, Mario Berges, Elie Bou-Zeid, Prathap Ramamurthy
Surface heat assessment for developed environments: Probabilistic urban temperature modeling. Comput. Environ. Urban Syst. 66 (2017)
Sirajum Munir, Ripudaman Singh Arora, Craig Hesling, Juncheng Li, Jonathan Francis, Charles Shelton, Christopher Martin, Anthony Rowe, Mario Berges
Real-Time Fine Grained Occupancy Estimation Using Depth Sensors on ARM Embedded Platforms. RTAS (2017)
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 Kjærgaard, Mani B. Srivastava, Kamin Whitehouse
Portable Queries Using the Brick Schema for Building Applications: Demo Abstract. BuildSys@SenSys (2016)
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 Kjærgaard, Mani B. Srivastava, Kamin Whitehouse
Brick: Towards a Unified Metadata Schema For Buildings. BuildSys@SenSys (2016)
Henning Lange, Mario Berges
Efficient Inference in Dual-Emission FHMM for Energy Disaggregation. AAAI Workshop: AI for Smart Grids and Smart Buildings (2016)
Henning Lange, Mario Berges
BOLT: Energy Disaggregation by Online Binary Matrix Factorization of Current Waveforms. BuildSys@SenSys (2016)
Jingkun Gao, Emre Can Kara, Suman Giri, Mario Berges
A feasibility study of automated plug-load identification from high-frequency measurements. GlobalSIP (2015)
Suman Giri, Mario Berges
Virtual metering of electrical appliances through analysis of data from contactless sensing. GlobalSIP (2015)
Kyle D. Anderson, José M. F. Moura, Mario Berges
Non-intrusive load monitoring: A power consumption based relaxation. GlobalSIP (2015)
Jingkun Gao, Joern Ploennigs, Mario Berges
A Data-driven Meta-data Inference Framework for Building Automation Systems. BuildSys@SenSys (2015)
Emre Can Kara, Jason S. MacDonald, Douglas Black, Mario Berges, Gabriela Hug, Sila Kiliccote
Estimating the Benefits of Electric Vehicle Smart Charging at Non-Residential Locations: A Data-Driven Approach. CoRR (2015)
Emre Can Kara, Mario Berges, Gabriela Hug
Impact of Disturbances on Modeling of Thermostatically Controlled Loads for Demand Response. IEEE Trans. Smart Grid 6 (5) (2015)
In-Soo Jung, Mario Berges, James H. Garrett Jr., Barnabás Póczos
Exploration and evaluation of AR, MPCA and KL anomaly detection techniques to embankment dam piezometer data. Adv. Eng. Informatics 29 (4) (2015)
Nipun Batra, Oliver Parson, Mario Berges, Amarjeet Singh, Alex Rogers
A comparison of non-intrusive load monitoring methods for commercial and residential buildings. CoRR (2014)
Jingkun Gao, Suman Giri, Emre Can Kara, Mario Berges
PLAID: a public dataset of high-resoultion electrical appliance measurements for load identification research: demo abstract. BuildSys@SenSys (2014)
Lucas Pereira, Nuno Jardim Nunes, Mario Berges
SURF and SURF-PI: a file format and API for non-intrusive load monitoring public datasets. e-Energy (2014)
Merthan Koc, Burcu Akinci, Mario Berges
Comparison of linear correlation and a statistical dependency measure for inferring spatial relation of temperature sensors in buildings. BuildSys@SenSys (2014)
Farrokh Jazizadeh, Burcin Becerik-Gerber, Mario Berges, Lucio Soibelman
An unsupervised hierarchical clustering based heuristic algorithm for facilitated training of electricity consumption disaggregation systems. Adv. Eng. Informatics 28 (4) (2014)
Christopher Palmer, Patrick Lazik, Maxim Buevich, Jingkun Gao, Mario Berges, Anthony Rowe, Ricardo Lopes Pereira, Christopher Martin
Mortar.io: a concrete building automation system: demo abstract. BuildSys@SenSys (2014)
Xuesong Liu, Burcu Akinci, Mario Berges, James H. Garrett Jr.
Extending the information delivery manual approach to identify information requirements for performance analysis of HVAC systems. Adv. Eng. Informatics 27 (4) (2013)
Niranjini Rajagopal, Suman Giri, Mario Berges, Anthony Rowe
Demo abstract: a magnetic field-based appliance metering system. IPSN (2013)
Suman Giri, Mario Berges, Anthony Rowe
Towards automated appliance recognition using an EMF sensor in NILM platforms. Adv. Eng. Informatics 27 (4) (2013)
Emre Can Kara, J. Zico Kolter, Mario Berges, Bruce H. Krogh, Gabriela Hug, Tugçe Yüksel
A moving horizon state estimator in the control of thermostatically controlled loads for demand response. SmartGridComm (2013)
Leneve Ong, Mario Berges, Hae Young Noh
Exploring Sequential and Association Rule Mining for Pattern-based Energy Demand Characterization. BuildSys@SenSys (2013)
Niranjini Rajagopal, Suman Giri, Mario Berges, Anthony Rowe
A magnetic field-based appliance metering system. ICCPS (2013)
Emre Can Kara, Mario Berges, Bruce H. Krogh, Soummya Kar
Using smart devices for system-level management and control in the smart grid: A reinforcement learning framework. SmartGridComm (2012)
Xuesong Liu, Burcu Akinci, Mario Berges, James H. Garrett Jr.
An integrated performance analysis framework for HVAC systems using heterogeneous data models and building automation systems. BuildSys@SenSys (2012)
Lucas Pereira, Filipe Quintal, Nuno Jardim Nunes, Mario Berges
The design of a hardware-software platform for long-term energy eco-feedback research. EICS (2012)
Mario Berges, Ethan Goldman, H. Scott Matthews, Lucio Soibelman, Kyle D. Anderson
User-Centered Nonintrusive Electricity Load Monitoring for Residential Buildings. J. Comput. Civ. Eng. 25 (6) (2011)
Anthony Rowe, Mario Berges, Gaurav Bhatia, Ethan Goldman, Ragunathan Rajkumar, James H. Garrett Jr., José M. F. Moura, Lucio Soibelman
Sensor Andrew: Large-scale campus-wide sensing and actuation. IBM J. Res. Dev. 55 (1) (2011)
Mario Berges, Anthony Rowe
Appliance classification and energy management using multi-modal sensing. BuildSys@SenSys (2011)
Yuanwei Jin, Eniye Tebekaemi, Mario Berges, Lucio Soibelman
Robust adaptive event detection in non-intrusive load monitoring for energy aware smart facilities. ICASSP (2011)
Filipe Quintal, Nuno Jardim Nunes, Adrian Ocneanu, Mario Berges
SINAIS: home consumption package: a low-cost eco-feedback energy-monitoring research platform. Conference on Designing Interactive Systems (2010)
Anthony Rowe, Mario Berges, Raj Rajkumar
Contactless sensing of appliance state transitions through variations in electromagnetic fields. BuildSys@SenSys (2010)
Anthony Rowe, Mario Berges, Gaurav Bhatia, Ethan Goldman, Ragunathan Rajkumar, Lucio Soibelman
Demo abstract: The Sensor Andrew infrastructure for large-scale campus-wide sensing and actuation. IPSN (2009)