Mario Berges
Orcid: 0000-0003-2948-9236
According to our database1,
Mario Berges
authored at least 75 papers
between 2009 and 2023.
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Bibliography
2023
Characterizing Data Sharing in Civil Infrastructure Engineering: Current Practice, Future Vision, Barriers, and Promotion Strategies.
J. Comput. Civ. Eng., March, 2023
State-of-the-Art Review and Synthesis: A Requirement-based Roadmap for Standardized Predictive Maintenance Automation Using Digital Twin Technologies.
CoRR, 2023
Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, 2023
Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, 2023
FSBrick: An information model for representing fault-symptom relationships in HVAC systems.
Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, 2023
Exploring the Potentials and Challenges of Cyber-Physical-Social Infrastructure Systems for Achieving Human-Centered Objectives.
Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, 2023
Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, 2023
2022
The Digital Twin Landscape at the Crossroads of Predictive Maintenance, Machine Learning and Physics Based Modeling.
CoRR, 2022
2021
Short-term probabilistic forecasting of meso-scale near-surface urban temperature fields.
Environ. Model. Softw., 2021
HierMUD: Hierarchical Multi-task Unsupervised Domain Adaptation between Bridges for Drive-by Damage Diagnosis.
CoRR, 2021
Demand flexibility potential model for multi-zone commercial buildings using internal HVAC system states.
Proceedings of the BuildSys '21: The 8th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, Coimbra, Portugal, November 17, 2021
Enforcing Policy Feasibility Constraints through Differentiable Projection for Energy Optimization.
Proceedings of the e-Energy '21: The Twelfth ACM International Conference on Future Energy Systems, Virtual Event, Torino, Italy, 28 June, 2021
2020
Incremental Real-Time Personalization in Human Activity Recognition Using Domain Adaptive Batch Normalization.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020
Learning to Solve AC Optimal Power Flow by Differentiating through Holomorphic Embeddings.
CoRR, 2020
Knowledge transfer between bridges for drive-by monitoring using adversarial and multi-task learning.
CoRR, 2020
Learning a Distributed Control Scheme for Demand Flexibility in Thermostatically Controlled Loads.
Proceedings of the 2020 IEEE International Conference on Communications, 2020
COHORT: Coordination of Heterogeneous Thermostatically Controlled Loads for Demand Flexibility.
Proceedings of the BuildSys '20: The 7th ACM International Conference on Systems for Energy-Efficient Buildings, 2020
Damage-Sensitive and Domain-Invariant Feature Extraction for Vehicle-Vibration-Based Bridge Health Monitoring.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Dyna-Bolt: Domain Adaptive Binary Factorization Of Current Waveforms For Energy Disaggregation.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
2019
Fine-Grained Recognition of Activities of Daily Living through Structural Vibration and Electrical Sensing.
Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, 2019
Dataset: Inferring Thermal Comfort using Body Shape Information Utilizing Depth Sensors.
Proceedings of the 2nd Workshop on Data Acquisition To Analysis, 2019
Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, 2019
Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, 2019
Dataset: Occupancy Detection, Tracking, and Estimation Using a Vertically Mounted Depth Sensor.
Proceedings of the 2nd Workshop on Data Acquisition To Analysis, 2019
Gnu-RL: A Precocial Reinforcement Learning Solution for Building HVAC Control Using a Differentiable MPC Policy.
Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, 2019
Neural Variational Identification and Filtering for Stochastic Non-linear Dynamical Systems with Application to Non-intrusive Load Monitoring.
Proceedings of the IEEE International Conference on Acoustics, 2019
2018
A large-scale evaluation of automated metadata inference approaches on sensors from air handling units.
Adv. Eng. Informatics, 2018
Proceedings of the 2018 IEEE International Conference on Smart Computing, 2018
Proceedings of the Advanced Computing Strategies for Engineering, 2018
Data-driven Thermal Model Inference with ARMAX, in Smart Environments, based on Normalized Mutual Information.
Proceedings of the 2018 Annual American Control Conference, 2018
Variational BOLT: Approximate Learning in Factorial Hidden Markov Models With Application to Energy Disaggregation.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
Surface heat assessment for developed environments: Probabilistic urban temperature modeling.
Comput. Environ. Urban Syst., 2017
An error correction framework for sequences resulting from known state-transition models in Non-Intrusive Load Monitoring.
Adv. Eng. Informatics, 2017
Design and implementation of a low-cost arduino-based high-frequency AC waveform meter board for the raspberry pi.
Proceedings of the 4th ACM International Conference on Systems for Energy-Efficient Built Environments, 2017
Proceedings of the 4th ACM International Conference on Systems for Energy-Efficient Built Environments, 2017
Proceedings of the 4th ACM International Conference on Systems for Energy-Efficient Built Environments, 2017
Real-Time Fine Grained Occupancy Estimation Using Depth Sensors on ARM Embedded Platforms.
Proceedings of the 2017 IEEE Real-Time and Embedded Technology and Applications Symposium, 2017
Proceedings of the 2017 Sustainable Internet and ICT for Sustainability, 2017
2016
BOLT: Energy Disaggregation by Online Binary Matrix Factorization of Current Waveforms.
Proceedings of the 3rd ACM International Conference on Systems for Energy-Efficient Built Environments, 2016
Proceedings of the 3rd ACM International Conference on Systems for Energy-Efficient Built Environments, 2016
Proceedings of the 3rd ACM International Conference on Systems for Energy-Efficient Built Environments, 2016
Proceedings of the AI for Smart Grids and Smart Buildings, 2016
2015
Impact of Disturbances on Modeling of Thermostatically Controlled Loads for Demand Response.
IEEE Trans. Smart Grid, 2015
Estimating the Benefits of Electric Vehicle Smart Charging at Non-Residential Locations: A Data-Driven Approach.
CoRR, 2015
Exploration and evaluation of AR, MPCA and KL anomaly detection techniques to embankment dam piezometer data.
Adv. Eng. Informatics, 2015
Proceedings of the 2nd ACM International Conference on Embedded Systems for Energy-Efficient Built Environments, 2015
Virtual metering of electrical appliances through analysis of data from contactless sensing.
Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015
A feasibility study of automated plug-load identification from high-frequency measurements.
Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015
Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015
2014
J. Comput. Civ. Eng., 2014
Special Issue on Computational Approaches to Understand and Reduce Energy Consumption in the Built Environment.
J. Comput. Civ. Eng., 2014
A comparison of non-intrusive load monitoring methods for commercial and residential buildings.
CoRR, 2014
An unsupervised hierarchical clustering based heuristic algorithm for facilitated training of electricity consumption disaggregation systems.
Adv. Eng. Informatics, 2014
Proceedings of the 1st ACM Conference on Embedded Systems for Energy-Efficient Buildings, 2014
Comparison of linear correlation and a statistical dependency measure for inferring spatial relation of temperature sensors in buildings.
Proceedings of the 1st ACM Conference on Embedded Systems for Energy-Efficient Buildings, 2014
PLAID: a public dataset of high-resoultion electrical appliance measurements for load identification research: demo abstract.
Proceedings of the 1st ACM Conference on Embedded Systems for Energy-Efficient Buildings, 2014
SURF and SURF-PI: a file format and API for non-intrusive load monitoring public datasets.
Proceedings of the Fifth International Conference on Future Energy Systems, 2014
2013
Extending the information delivery manual approach to identify information requirements for performance analysis of HVAC systems.
Adv. Eng. Informatics, 2013
Adv. Eng. Informatics, 2013
A moving horizon state estimator in the control of thermostatically controlled loads for demand response.
Proceedings of the IEEE Fourth International Conference on Smart Grid Communications, 2013
Exploring Sequential and Association Rule Mining for Pattern-based Energy Demand Characterization.
Proceedings of the BuildSys 2013, 2013
Proceedings of the 12th International Conference on Information Processing in Sensor Networks (co-located with CPS Week 2013), 2013
Proceedings of the ACM/IEEE 4th International Conference on Cyber-Physical Systems (with CPS Week 2013), 2013
2012
Using smart devices for system-level management and control in the smart grid: A reinforcement learning framework.
Proceedings of the IEEE Third International Conference on Smart Grid Communications, 2012
An integrated performance analysis framework for HVAC systems using heterogeneous data models and building automation systems.
Proceedings of the BuildSys '12 Proceedings of the Fourth ACM Workshop on Embedded Sensing Systems for Energy-Efficiency in Buildings, 2012
Proceedings of the 38th Annual Conference on IEEE Industrial Electronics Society, 2012
The design of a hardware-software platform for long-term energy eco-feedback research.
Proceedings of the ACM SIGCHI Symposium on Engineering Interactive Computing Systems, 2012
2011
J. Comput. Civ. Eng., 2011
Proceedings of the BuildSys 2011, 2011
Robust adaptive event detection in non-intrusive load monitoring for energy aware smart facilities.
Proceedings of the IEEE International Conference on Acoustics, 2011
2010
Contactless sensing of appliance state transitions through variations in electromagnetic fields.
Proceedings of the BuildSys'10, 2010
SINAIS: home consumption package: a low-cost eco-feedback energy-monitoring research platform.
Proceedings of the Conference on Designing Interactive Systems, 2010
2009
Demo abstract: The Sensor Andrew infrastructure for large-scale campus-wide sensing and actuation.
Proceedings of the 8th International Conference on Information Processing in Sensor Networks, 2009