Mario Berges

Orcid: 0000-0003-2948-9236

According to our database1, Mario Berges authored at least 78 papers between 2009 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Digital Twin Technologies for Autonomous Environmental Control and Life Support Systems.
J. Aerosp. Inf. Syst., 2024

State-of-the-Art Review: The Use of Digital Twins to Support Artificial Intelligence-Guided Predictive Maintenance.
CoRR, 2024

Unmasking the Role of Remote Sensors in Comfort, Energy and Demand Response.
CoRR, 2024

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

Challenges in Cyber-Physical Attack Detection for Building Automation Systems.
Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, 2023

Unmasking the Thermal Behavior of Single-Zone Multi-Room Houses: An Empirical Study.
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

Modeling Human Behavior in Cyber-Physical-Social Infrastructure Systems.
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
A Path Forward for Smart Cities and IoT Devices.
IEEE Internet Things Mag., 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

Electricity Consumption Data Sets: Pitfalls and Opportunities.
Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, 2019

OccuTherm: Occupant Thermal Comfort Inference using Body Shape Information.
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

VI-Based Appliance Classification Using Aggregated Power Consumption Data.
Proceedings of the 2018 IEEE International Conference on Smart Computing, 2018

Data-Driven Operation of Building Systems: Present Challenges and Future Prospects.
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

FORK: fine grained occupancy estimatoR using kinect on ARM embedded platforms.
Proceedings of the 4th ACM International Conference on Systems for Energy-Efficient Built Environments, 2017

COD: a dataset of commercial building occupancy traces.
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

Handling imbalance in an extended PLAID.
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

Portable Queries Using the Brick Schema for Building Applications: Demo Abstract.
Proceedings of the 3rd ACM International Conference on Systems for Energy-Efficient Built Environments, 2016

Brick: Towards a Unified Metadata Schema For Buildings.
Proceedings of the 3rd ACM International Conference on Systems for Energy-Efficient Built Environments, 2016

Efficient Inference in Dual-Emission FHMM for Energy Disaggregation.
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

A Data-driven Meta-data Inference Framework for Building Automation Systems.
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

Non-intrusive load monitoring: A power consumption based relaxation.
Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015

2014
Domain-Specific Querying Formalisms for Retrieving Information about HVAC Systems.
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

Mortar.io: a concrete building automation system: demo abstract.
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

Towards automated appliance recognition using an EMF sensor in NILM platforms.
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

Demo abstract: a magnetic field-based appliance metering system.
Proceedings of the 12th International Conference on Information Processing in Sensor Networks (co-located with CPS Week 2013), 2013

A magnetic field-based appliance metering system.
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

Event detection for Non Intrusive load monitoring.
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
User-Centered Nonintrusive Electricity Load Monitoring for Residential Buildings.
J. Comput. Civ. Eng., 2011

Sensor Andrew: Large-scale campus-wide sensing and actuation.
IBM J. Res. Dev., 2011

Appliance classification and energy management using multi-modal sensing.
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


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