Alberto Cerpa

Orcid: 0000-0003-4531-9704

According to our database1, Alberto Cerpa authored at least 60 papers between 2000 and 2023.

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

Timeline

Legend:

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Bibliography

2023
Multi-zone HVAC Control with Model-Based Deep Reinforcement Learning.
CoRR, 2023

Exploring Deep Reinforcement Learning for Holistic Smart Building Control.
CoRR, 2023

TODOS: Thermal sensOr Data-driven Occupancy Estimation System for Smart Buildings.
Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, 2023

HPC-GPT: Integrating Large Language Model for High-Performance Computing.
Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023

2022
MODES: multi-sensor occupancy data-driven estimation system for smart buildings.
Proceedings of the e-Energy '22: The Thirteenth ACM International Conference on Future Energy Systems, Virtual Event, 28 June 2022, 2022

2021
Building sensor fault detection and diagnostic system.
Proceedings of the BuildSys '21: The 8th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, Coimbra, Portugal, November 17, 2021

2020
OPTICS: OPTimizing Irrigation Control at Scale.
ACM Trans. Sens. Networks, 2020

On the feasibility of an IoT Multi-Radio Architecture for Smart Buildings.
Proceedings of the BuildSys '20: The 7th ACM International Conference on Systems for Energy-Efficient Buildings, 2020

MB2C: Model-Based Deep Reinforcement Learning for Multi-zone Building Control.
Proceedings of the BuildSys '20: The 7th ACM International Conference on Systems for Energy-Efficient Buildings, 2020

OFFICE: Optimization Framework For Improved Comfort & Efficiency.
Proceedings of the 19th ACM/IEEE International Conference on Information Processing in Sensor Networks, 2020

2019
DICTUM: Distributed Irrigation aCtuation with Turf hUmidity Modeling.
ACM Trans. Sens. Networks, 2019

WISDOM: watering intelligently at scale with distributed optimization and modeling.
Proceedings of the 17th Conference on Embedded Networked Sensor Systems, 2019

OCTOPUS: Deep Reinforcement Learning for Holistic Smart Building Control.
Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, 2019

Building Occupancy Estimation using Supervised Learning Techniques.
Proceedings of the 23rd International Conference on System Theory, Control and Computing, 2019

2018
Plug-and-play irrigation control at scale.
Proceedings of the 17th ACM/IEEE International Conference on Information Processing in Sensor Networks, 2018

2016
Data-driven Comfort Models for User-centric Predictive Control in Smart Buildings: Poster Abstract.
Proceedings of the 3rd ACM International Conference on Systems for Energy-Efficient Built Environments, 2016

MAGIC: Model-Based Actuation for Ground Irrigation Control.
Proceedings of the 15th ACM/IEEE International Conference on Information Processing in Sensor Networks, 2016

Zone-level agreement by consensus for building thermal energy management.
Proceedings of the 12th IEEE International Conference on Control and Automation, 2016

FORCES: feedback and control for occupants to refine comfort and energy savings.
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2016

2015
Poster: MICO: Model-Based Irrigation Control Optimization.
Proceedings of the 13th ACM Conference on Embedded Networked Sensor Systems, 2015

Poster: Energy Optimization Framework in Wireless Sensor Network.
Proceedings of the 13th ACM Conference on Embedded Networked Sensor Systems, 2015

Poster: Model Predictive Control with Real-time Occupancy Detection.
Proceedings of the 13th ACM Conference on Embedded Networked Sensor Systems, 2015

2014
Temporal Adaptive Link Quality Prediction with Online Learning.
ACM Trans. Sens. Networks, 2014

Data-driven link quality prediction using link features.
ACM Trans. Sens. Networks, 2014

Occupancy Modeling and Prediction for Building Energy Management.
ACM Trans. Sens. Networks, 2014

Distributed independent actuation for irrigation control.
Proceedings of the 1st ACM Conference on Embedded Systems for Energy-Efficient Buildings, 2014

Optimal HVAC building control with occupancy prediction.
Proceedings of the 1st ACM Conference on Embedded Systems for Energy-Efficient Buildings, 2014

SIPs: solar irradiance prediction system.
Proceedings of the IPSN'14, 2014

2013
Improving wireless link simulation using multilevel markov models.
ACM Trans. Sens. Networks, 2013

TOSS: Thermal Occupancy Sensing System.
Proceedings of the BuildSys 2013, 2013

ThermoSense: thermal array sensor networks in building management.
Proceedings of the 11th ACM Conference on Embedded Network Sensor Systems, 2013

ThermoSense: Occupancy Thermal Based Sensing for HVAC Control.
Proceedings of the BuildSys 2013, 2013

POEM: power-efficient occupancy-based energy management system.
Proceedings of the 12th International Conference on Information Processing in Sensor Networks (co-located with CPS Week 2013), 2013

Quick construction of data-driven models of the short-term behavior of wireless links.
Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013

2012
TALENT: temporal adaptive link estimator with no training.
Proceedings of the 10th ACM Conference on Embedded Network Sensor Systems, 2012

Thermovote: participatory sensing for efficient building HVAC conditioning.
Proceedings of the BuildSys '12 Proceedings of the Fourth ACM Workshop on Embedded Sensing Systems for Energy-Efficiency in Buildings, 2012

2011
Building energy management systems actuated using wireless camera sensor networks.
Proceedings of the BuildSys 2011, 2011

Enabling building energy auditing using adapted occupancy models.
Proceedings of the BuildSys 2011, 2011

Foresee (4C): Wireless link prediction using link features.
Proceedings of the 10th International Conference on Information Processing in Sensor Networks, 2011

OBSERVE: Occupancy-based system for efficient reduction of HVAC energy.
Proceedings of the 10th International Conference on Information Processing in Sensor Networks, 2011

Adaptation of a Mixture of Multivariate Bernoulli Distributions.
Proceedings of the IJCAI 2011, 2011

2010
Occupancy based demand response HVAC control strategy.
Proceedings of the BuildSys'10, 2010

2009
Wireless link simulations using multi-level Markov models.
Proceedings of the 7th International Conference on Embedded Networked Sensor Systems, 2009

M&M: multi-level Markov model for wireless link simulations.
Proceedings of the 7th International Conference on Embedded Networked Sensor Systems, 2009

A wireless pedestrian tracking network.
Proceedings of the 7th International Conference on Embedded Networked Sensor Systems, 2009

Measuring foot pronation using RFID sensor networks.
Proceedings of the 7th International Conference on Embedded Networked Sensor Systems, 2009

Performance Evaluation of Link Quality Estimation Metrics for Static Multihop Wireless Sensor Networks.
Proceedings of the Sixth Annual IEEE Communications Society Conference on Sensor, 2009

SCOPES: Smart Cameras Object Position Estimation System.
Proceedings of the Wireless Sensor Networks, 6th European Conference, 2009

SenSearch: GPS and Witness Assisted Tracking for Delay Tolerant Sensor Networks.
Proceedings of the Ad-Hoc, Mobile and Wireless Networks, 8th International Conference, 2009

2007
Improving wireless simulation through noise modeling.
Proceedings of the 6th International Conference on Information Processing in Sensor Networks, 2007

Collaboratory: An Open Source Teaching and Learning Facility for Computer Science and Engineering Education.
Proceedings of the 2007 International Conference on Frontiers in Education: Computer Science & Computer Engineering, 2007

2005
Temporal properties of low power wireless links: modeling and implications on multi-hop routing.
Proceedings of the 6th ACM Interational Symposium on Mobile Ad Hoc Networking and Computing, 2005

Statistical model of lossy links in wireless sensor networks.
Proceedings of the Fourth International Symposium on Information Processing in Sensor Networks, 2005

2004
ASCENT: Adaptive Self-Configuring sEnsor Networks Topologies.
IEEE Trans. Mob. Comput., 2004

Networking issues in wireless sensor networks.
J. Parallel Distributed Comput., 2004

EmStar: A Software Environment for Developing and Deploying Wireless Sensor Networks.
Proceedings of the General Track: 2004 USENIX Annual Technical Conference, June 27, 2004

2003
Internet Content Adaptation Protocol (ICAP).
RFC, April, 2003

2002
ASCENT: Adaptive Self-Configuring sEnsor Network Topologies.
Comput. Commun. Rev., 2002

2001
Habitat monitoring: application driver for wireless communications technology.
Comput. Commun. Rev., 2001

2000
Systematic Performance Evaluation of Multipoint Protocols.
Proceedings of the Formal Techniques for Distributed System Development, 2000


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