Mario Berges

51 papers A* 1A 2B 1C 1Misc 2Journal 18Unranked 26
YearRankTypeTitle / Venue / Authors
2023 J jnl
Characterizing Data Sharing in Civil Infrastructure Engineering: Current Practice, Future Vision, Barriers, and Promotion Strategies.
J. Comput. Civ. Eng.
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
2023 — conf
FSBrick: An information model for representing fault-symptom relationships in HVAC systems.
BuildSys
Min Young Hwang, Burcu Akinci, Mario Berges
2022 J jnl
The Digital Twin Landscape at the Crossroads of Predictive Maintenance, Machine Learning and Physics Based Modeling.
CoRR
Brian Kunzer, Mario Berges, Artur Dubrawski
2021 J jnl
Enforcing Policy Feasibility Constraints through Differentiable Projection for Energy Optimization.
CoRR
Bingqing Chen, Priya L. Donti, Kyri Baker, J. Zico Kolter, Mario Berges
2020 J jnl
Damage-sensitive and domain-invariant feature extraction for vehicle-vibration-based bridge health monitoring.
CoRR
Jingxiao Liu, Bingqing Chen, Siheng Chen, Mario Berges, Jacobo Bielak, Hae Young Noh
2020 J jnl
Incremental Real-Time Personalization in Human Activity Recognition Using Domain Adaptive Batch Normalization.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Alan Mazankiewicz, Klemens Böhm, Mario Berges
2020 J jnl
Learning to Solve AC Optimal Power Flow by Differentiating through Holomorphic Embeddings.
CoRR
Henning Lange, Bingqing Chen, Mario Berges, Soummya Kar
2019 J jnl
A Path Forward for Smart Cities and IoT Devices.
IEEE Internet Things Mag.
Mario Berges, Constantine Samaras
2019 — conf
Fine-Grained Recognition of Activities of Daily Living through Structural Vibration and Electrical Sensing.
BuildSys
Shijia Pan, Mario Berges, Juleen Rodakowski, Pei Zhang, Hae Young Noh
2018 C conf
Data-driven Thermal Model Inference with ARMAX, in Smart Environments, based on Normalized Mutual Information.
ACC
Zhanhong Jiang, Jonathan Francis, Anit Kumar Sahu, Sirajum Munir, Charles Shelton, Anthony Rowe, Mario Berges
2018 B conf
VI-Based Appliance Classification Using Aggregated Power Consumption Data.
SMARTCOMP
Leen De Baets, Tom Dhaene, Dirk Deschrijver, Mario Berges, Chris Develder
2018 A* conf
Variational BOLT: Approximate Learning in Factorial Hidden Markov Models With Application to Energy Disaggregation.
AAAI
Henning Lange, Mario Berges
2017 J jnl
An error correction framework for sequences resulting from known state-transition models in Non-Intrusive Load Monitoring.
Adv. Eng. Informatics
Suman Giri, Mario Berges
2017 — conf
COD: a dataset of commercial building occupancy traces.
BuildSys
Kin Sum Liu, Elvin Vindel Pinto, Sirajum Munir, Jonathan Francis, Charles Shelton, Mario Berges, Shan Lin
2017 — conf
FORK: fine grained occupancy estimatoR using kinect on ARM embedded platforms.
BuildSys
Sirajum Munir, Le Tran, Jonathan Francis, Charles Shelton, Ripudaman Singh Arora, Craig Hesling, Matias Quintana, Anand Krishnan Prakash, Anthony Rowe, Mario Berges
2017 — conf
Handling imbalance in an extended PLAID.
SustainIT
Leen De Baets, Chris Develder, Tom Dhaene, Dirk Deschrijver, Jingkun Gao, Mario Berges
2017 A conf
Real-Time Fine Grained Occupancy Estimation Using Depth Sensors on ARM Embedded Platforms.
RTAS
Sirajum Munir, Ripudaman Singh Arora, Craig Hesling, Juncheng Li, Jonathan Francis, Charles Shelton, Christopher Martin, Anthony Rowe, Mario Berges
2017 J jnl
Surface heat assessment for developed environments: Probabilistic urban temperature modeling.
Comput. Environ. Urban Syst.
Carl Malings, Matteo Pozzi, Kelly Klima, Mario Berges, Elie Bou-Zeid, Prathap Ramamurthy
2016 — conf
BOLT: Energy Disaggregation by Online Binary Matrix Factorization of Current Waveforms.
BuildSys
Henning Lange, Mario Berges
2016 — conf
Brick: Towards a Unified Metadata Schema For Buildings.
BuildSys
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
2016 — conf
Efficient Inference in Dual-Emission FHMM for Energy Disaggregation.
AAAI Workshop: AI for Smart Grids and Smart Buildings
Henning Lange, Mario Berges
2016 — conf
Portable Queries Using the Brick Schema for Building Applications: Demo Abstract.
BuildSys
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
2015 — conf
A Data-driven Meta-data Inference Framework for Building Automation Systems.
BuildSys
Jingkun Gao, Joern Ploennigs, Mario Berges
2015 — conf
A feasibility study of automated plug-load identification from high-frequency measurements.
GlobalSIP
Jingkun Gao, Emre Can Kara, Suman Giri, Mario Berges
2015 J jnl
Estimating the Benefits of Electric Vehicle Smart Charging at Non-Residential Locations: A Data-Driven Approach.
CoRR
Emre Can Kara, Jason S. MacDonald, Douglas Black, Mario Berges, Gabriela Hug, Sila Kiliccote
2015 J jnl
Exploration and evaluation of AR, MPCA and KL anomaly detection techniques to embankment dam piezometer data.
Adv. Eng. Informatics
In-Soo Jung, Mario Berges, James H. Garrett Jr., Barnabás Póczos
2015 J jnl
Impact of Disturbances on Modeling of Thermostatically Controlled Loads for Demand Response.
IEEE Trans. Smart Grid
Emre Can Kara, Mario Berges, Gabriela Hug
2015 — conf
Non-intrusive load monitoring: A power consumption based relaxation.
GlobalSIP
Kyle D. Anderson, José M. F. Moura, Mario Berges
2015 — conf
Virtual metering of electrical appliances through analysis of data from contactless sensing.
GlobalSIP
Suman Giri, Mario Berges
2014 J jnl
A comparison of non-intrusive load monitoring methods for commercial and residential buildings.
CoRR
Nipun Batra, Oliver Parson, Mario Berges, Amarjeet Singh, Alex Rogers
2014 J jnl
An unsupervised hierarchical clustering based heuristic algorithm for facilitated training of electricity consumption disaggregation systems.
Adv. Eng. Informatics
Farrokh Jazizadeh, Burcin Becerik-Gerber, Mario Berges, Lucio Soibelman
2014 — conf
Comparison of linear correlation and a statistical dependency measure for inferring spatial relation of temperature sensors in buildings.
BuildSys
Merthan Koc, Burcu Akinci, Mario Berges
2014 — conf
Mortar.io: a concrete building automation system: demo abstract.
BuildSys
Christopher Palmer, Patrick Lazik, Maxim Buevich, Jingkun Gao, Mario Berges, Anthony Rowe, Ricardo Lopes Pereira, Christopher Martin
2014 — conf
PLAID: a public dataset of high-resoultion electrical appliance measurements for load identification research: demo abstract.
BuildSys
Jingkun Gao, Suman Giri, Emre Can Kara, Mario Berges
2014 — conf
SURF and SURF-PI: a file format and API for non-intrusive load monitoring public datasets.
e-Energy
Lucas Pereira, Nuno Jardim Nunes, Mario Berges
2013 — conf
A magnetic field-based appliance metering system.
ICCPS
Niranjini Rajagopal, Suman Giri, Mario Berges, Anthony Rowe
2013 — conf
A moving horizon state estimator in the control of thermostatically controlled loads for demand response.
SmartGridComm
Emre Can Kara, J. Zico Kolter, Mario Berges, Bruce H. Krogh, Gabriela Hug, Tugçe Yüksel
2013 — conf
Demo abstract: a magnetic field-based appliance metering system.
IPSN
Niranjini Rajagopal, Suman Giri, Mario Berges, Anthony Rowe
2013 — conf
Exploring Sequential and Association Rule Mining for Pattern-based Energy Demand Characterization.
BuildSys@SenSys
Leneve Ong, Mario Berges, Hae Young Noh
2013 J jnl
Extending the information delivery manual approach to identify information requirements for performance analysis of HVAC systems.
Adv. Eng. Informatics
Xuesong Liu, Burcu Akinci, Mario Berges, James H. Garrett Jr.
2013 J jnl
Towards automated appliance recognition using an EMF sensor in NILM platforms.
Adv. Eng. Informatics
Suman Giri, Mario Berges, Anthony Rowe
2012 — conf
An integrated performance analysis framework for HVAC systems using heterogeneous data models and building automation systems.
BuildSys@SenSys
Xuesong Liu, Burcu Akinci, Mario Berges, James H. Garrett Jr.
2012 Misc conf
The design of a hardware-software platform for long-term energy eco-feedback research.
EICS
Lucas Pereira, Filipe Quintal, Nuno Jardim Nunes, Mario Berges
2012 — conf
Using smart devices for system-level management and control in the smart grid: A reinforcement learning framework.
SmartGridComm
Emre Can Kara, Mario Berges, Bruce H. Krogh, Soummya Kar
2011 — conf
Appliance classification and energy management using multi-modal sensing.
BuildSys@SenSys
Mario Berges, Anthony Rowe
2011 Misc conf
Robust adaptive event detection in non-intrusive load monitoring for energy aware smart facilities.
ICASSP
Yuanwei Jin, Eniye Tebekaemi, Mario Berges, Lucio Soibelman
2011 J jnl
Sensor Andrew: Large-scale campus-wide sensing and actuation.
IBM J. Res. Dev.
Anthony Rowe, Mario Berges, Gaurav Bhatia, Ethan Goldman, Ragunathan Rajkumar, James H. Garrett Jr., José M. F. Moura, Lucio Soibelman
2011 J jnl
User-Centered Nonintrusive Electricity Load Monitoring for Residential Buildings.
J. Comput. Civ. Eng.
Mario Berges, Ethan Goldman, H. Scott Matthews, Lucio Soibelman, Kyle D. Anderson
2010 — conf
Contactless sensing of appliance state transitions through variations in electromagnetic fields.
BuildSys@SenSys
Anthony Rowe, Mario Berges, Raj Rajkumar
2010 A conf
SINAIS: home consumption package: a low-cost eco-feedback energy-monitoring research platform.
Conference on Designing Interactive Systems
Filipe Quintal, Nuno Jardim Nunes, Adrian Ocneanu, Mario Berges
2009 — conf
Demo abstract: The Sensor Andrew infrastructure for large-scale campus-wide sensing and actuation.
IPSN
Anthony Rowe, Mario Berges, Gaurav Bhatia, Ethan Goldman, Ragunathan Rajkumar, Lucio Soibelman