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Alberto Cerpa
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2020 – today
- 2024
- [j11]Xianzhong Ding
, Alberto Cerpa
Exploring Deep Reinforcement Learning for Holistic Smart Building Control. ACM Trans. Sens. Networks 20(3): 70:1-70:28 (2024) - 2023
- [c49]Xianzhong Ding
HPC-GPT: Integrating Large Language Model for High-Performance Computing. SC Workshops 2023: 951-960 - [c48]Hamid Rajabi
TODOS: Thermal sensOr Data-driven Occupancy Estimation System for Smart Buildings. BuildSys 2023: 198-207 - [i5]Xianzhong Ding
Exploring Deep Reinforcement Learning for Holistic Smart Building Control. CoRR abs/2301.11510 (2023) - [i4]Xianzhong Ding
Multi-zone HVAC Control with Model-Based Deep Reinforcement Learning. CoRR abs/2302.00725 (2023) - [i3]Xianzhong Ding, Le Chen, Murali Emani, Chunhua Liao, Pei-Hung Lin, Tristan Vanderbruggen, Zhen Xie, Alberto E. Cerpa, Wan Du:
HPC-GPT: Integrating Large Language Model for High-Performance Computing. CoRR abs/2311.12833 (2023) - 2022
- [c47]Hamid Rajabi, Zhizhang Hu, Xianzhong Ding
MODES: multi-sensor occupancy data-driven estimation system for smart buildings. e-Energy 2022: 228-239 - 2021
- [c46]Devanshu Kumar, Xianzhong Ding
Building sensor fault detection and diagnostic system. BuildSys 2021: 357-360 - 2020
- [j10]Daniel A. Winkler, Miguel Á. Carreira-Perpiñán, Alberto E. Cerpa:
OPTICS: OPTimizing Irrigation Control at Scale. ACM Trans. Sens. Networks 16(3): 22:1-22:38 (2020) - [c45]Daniel A. Winkler, Ashish Yadav, Claudia F. Chitu, Alberto E. Cerpa:
OFFICE: Optimization Framework For Improved Comfort & Efficiency. IPSN 2020: 265-276 - [c44]Xianzhong Ding
MB2C: Model-Based Deep Reinforcement Learning for Multi-zone Building Control. BuildSys 2020: 50-59 - [c43]Jothi Prasanna Shanmuga Sundaram, Alberto E. Cerpa:
On the feasibility of an IoT Multi-Radio Architecture for Smart Buildings. BuildSys 2020: 336-337
2010 – 2019
- 2019
- [j9]Daniel A. Winkler, Robert Wang, François Blanchette, Miguel Á. Carreira-Perpiñán, Alberto E. Cerpa:
DICTUM: Distributed Irrigation aCtuation with Turf hUmidity Modeling. ACM Trans. Sens. Networks 15(4): 41:1-41:33 (2019) - [c42]Claudia F. Chitu, Grigore Stamatescu
Building Occupancy Estimation using Supervised Learning Techniques. ICSTCC 2019: 167-172 - [c41]Daniel A. Winkler, Alberto E. Cerpa:
WISDOM: watering intelligently at scale with distributed optimization and modeling. SenSys 2019: 219-231 - [c40]Xianzhong Ding
OCTOPUS: Deep Reinforcement Learning for Holistic Smart Building Control. BuildSys 2019: 326-335 - 2018
- [c39]Daniel A. Winkler, Miguel Á. Carreira-Perpiñán, Alberto E. Cerpa:
Plug-and-play irrigation control at scale. IPSN 2018: 1-12 - 2016
- [c38]Daniel A. Winkler, Alex Beltran, Niloufar P. Esfahani, Paul P. Maglio, Alberto E. Cerpa:
FORCES: feedback and control for occupants to refine comfort and energy savings. UbiComp 2016: 1188-1199 - [c37]Grigore Stamatescu, Alberto Cerpa:
Zone-level agreement by consensus for building thermal energy management. ICCA 2016: 377-382 - [c36]Daniel A. Winkler, Robert Wang, François Blanchette, Miguel Á. Carreira-Perpiñán, Alberto E. Cerpa:
MAGIC: Model-Based Actuation for Ground Irrigation Control. IPSN 2016: 9:1-9:12 - [c35]Grigore Stamatescu, Alex Beltran, Alberto Cerpa:
Data-driven Comfort Models for User-centric Predictive Control in Smart Buildings: Poster Abstract. BuildSys 2016: 221-222 - 2015
- [c34]Daniel A. Winkler, Robert Wang, François Blanchette, Miguel Á. Carreira-Perpiñán, Alberto E. Cerpa:
Poster: MICO: Model-Based Irrigation Control Optimization. SenSys 2015: 409-410 - [c33]Alex Beltran, Alberto E. Cerpa:
Poster: Model Predictive Control with Real-time Occupancy Detection. SenSys 2015: 437-438 - [c32]Niloufar Piroozi Esfahani, Alberto E. Cerpa:
Poster: Energy Optimization Framework in Wireless Sensor Network. SenSys 2015: 441-442 - 2014
- [j8]Tao Liu, Alberto Cerpa:
Data-driven link quality prediction using link features. ACM Trans. Sens. Networks 10(2): 37:1-37:35 (2014) - [j7]Varick L. Erickson, Miguel Á. Carreira-Perpiñán, Alberto Cerpa:
Occupancy Modeling and Prediction for Building Energy Management. ACM Trans. Sens. Networks 10(3): 42:1-42:28 (2014) - [j6]Tao Liu, Alberto E. Cerpa:
Temporal Adaptive Link Quality Prediction with Online Learning. ACM Trans. Sens. Networks 10(3): 46:1-46:41 (2014) - [c31]Stefan Achleitner, Ankur Kamthe, Tao Liu, Alberto E. Cerpa:
SIPs: solar irradiance prediction system. IPSN 2014: 225-236 - [c30]Daniel A. Winkler, Alberto E. Cerpa:
Distributed independent actuation for irrigation control. BuildSys 2014: 148-151 - [c29]Alex Beltran, Alberto E. Cerpa:
Optimal HVAC building control with occupancy prediction. BuildSys 2014: 168-171 - 2013
- [j5]Ankur Kamthe, Miguel Á. Carreira-Perpiñán, Alberto Cerpa:
Improving wireless link simulation using multilevel markov models. ACM Trans. Sens. Networks 10(1): 17:1-17:28 (2013) - [c28]Ankur Kamthe, Miguel Á. Carreira-Perpiñán, Alberto Cerpa:
Quick construction of data-driven models of the short-term behavior of wireless links. INFOCOM 2013: 160-164 - [c27]Varick L. Erickson, Stefan Achleitner
POEM: power-efficient occupancy-based energy management system. IPSN 2013: 203-216 - [c26]Alex Beltran, Varick L. Erickson, Alberto E. Cerpa:
ThermoSense: Occupancy Thermal Based Sensing for HVAC Control. BuildSys@SenSys 2013: 11:1-11:8 - [c25]Varick L. Erickson, Alex Beltran, Daniel A. Winkler, Niloufar P. Esfahani, John R. Lusby, Alberto E. Cerpa:
TOSS: Thermal Occupancy Sensing System. BuildSys@SenSys 2013: 35:1-35:2 - [c24]Varick L. Erickson, Alex Beltran, Daniel A. Winkler, Niloufar P. Esfahani, John R. Lusby, Alberto Cerpa:
ThermoSense: thermal array sensor networks in building management. SenSys 2013: 87:1-87:2 - 2012
- [c23]Varick L. Erickson, Alberto E. Cerpa:
Thermovote: participatory sensing for efficient building HVAC conditioning. BuildSys@SenSys 2012: 9-16 - [c22]Tao Liu, Alberto Cerpa:
TALENT: temporal adaptive link estimator with no training. SenSys 2012: 253-266 - 2011
- [c21]Ankur Kamthe, Miguel Á. Carreira-Perpiñán, Alberto Cerpa:
Adaptation of a Mixture of Multivariate Bernoulli Distributions. IJCAI 2011: 1336-1341 - [c20]Varick L. Erickson, Miguel Á. Carreira-Perpiñán, Alberto Cerpa:
OBSERVE: Occupancy-based system for efficient reduction of HVAC energy. IPSN 2011: 258-269 - [c19]Tao Liu, Alberto Cerpa:
Foresee (4C): Wireless link prediction using link features. IPSN 2011: 294-305 - [c18]Ankur Kamthe, Varick L. Erickson, Miguel Á. Carreira-Perpiñán, Alberto Cerpa:
Enabling building energy auditing using adapted occupancy models. BuildSys@SenSys 2011: 31-36 - [c17]Siddharth Zaveri, Shane Ross, Varick L. Erickson, Ankur Kamthe, Tao Liu, Alberto Cerpa:
Building energy management systems actuated using wireless camera sensor networks. BuildSys@SenSys 2011: 39-40 - 2010
- [c16]Varick L. Erickson, Alberto E. Cerpa:
Occupancy based demand response HVAC control strategy. BuildSys@SenSys 2010: 7-12
2000 – 2009
- 2009
- [c15]Lun Jiang, Jyh-How Huang, Ankur Kamthe, Tao Liu, Ian Freeman, John Ledbetter, Shivakant Mishra, Richard Han
SenSearch: GPS and Witness Assisted Tracking for Delay Tolerant Sensor Networks. ADHOC-NOW 2009: 255-269 - [c14]Ankur Kamthe, Lun Jiang, Matthew Dudys, Alberto Cerpa:
SCOPES: Smart Cameras Object Position Estimation System. EWSN 2009: 279-295 - [c13]Tao Liu, Ankur Kamthe, Lun Jiang, Alberto Cerpa:
Performance Evaluation of Link Quality Estimation Metrics for Static Multihop Wireless Sensor Networks. SECON 2009: 1-9 - [c12]Ankur Kamthe, Miguel Á. Carreira-Perpiñán, Alberto Cerpa:
M&M: multi-level Markov model for wireless link simulations. SenSys 2009: 57-70 - [c11]Varick L. Erickson, Ankur Kamthe, Alberto Cerpa:
Measuring foot pronation using RFID sensor networks. SenSys 2009: 325-326 - [c10]Ankur Kamthe, Miguel Á. Carreira-Perpiñán, Alberto Cerpa:
Wireless link simulations using multi-level Markov models. SenSys 2009: 391-392 - [c9]Lun Jiang, Ankur Kamthe, Alberto Cerpa:
A wireless pedestrian tracking network. SenSys 2009: 393-394 - 2007
- [c8]Jeff Wright, Stefano Carpin, Alberto Cerpa, German Gavilan, Marcelo Kallmann, Cameron Laird, Kyler Laird, Shawn D. Newsam, David Noelle:
Collaboratory: An Open Source Teaching and Learning Facility for Computer Science and Engineering Education. FECS 2007: 368-373 - [c7]HyungJune Lee
Improving wireless simulation through noise modeling. IPSN 2007: 21-30 - 2005
- [c6]Alberto Cerpa, Jennifer L. Wong
Statistical model of lossy links in wireless sensor networks. IPSN 2005: 81-88 - [c5]Alberto Cerpa, Jennifer L. Wong
Temporal properties of low power wireless links: modeling and implications on multi-hop routing. MobiHoc 2005: 414-425 - 2004
- [j4]Deepak Ganesan, Alberto Cerpa, Wei Ye, Yan Yu, Jerry Zhao, Deborah Estrin:
Networking issues in wireless sensor networks. J. Parallel Distributed Comput. 64(7): 799-814 (2004) - [j3]Alberto Cerpa, Deborah Estrin:
ASCENT: Adaptive Self-Configuring sEnsor Networks Topologies. IEEE Trans. Mob. Comput. 3(3): 272-285 (2004) - [c4]Lewis Girod, Jeremy Elson, Alberto Cerpa, Thanos Stathopoulos, Nithya Ramanathan, Deborah Estrin:
EmStar: A Software Environment for Developing and Deploying Wireless Sensor Networks. USENIX ATC, General Track 2004: 283-296 - 2003
- [i2]Jeremy Elson, Alberto Cerpa:
Internet Content Adaptation Protocol (ICAP). RFC 3507: 1-49 (2003) - 2002
- [j2]Alberto Cerpa, Deborah Estrin:
ASCENT: Adaptive Self-Configuring sEnsor Network Topologies. Comput. Commun. Rev. 32(1): 62 (2002) - [c3]Alberto Cerpa, Deborah Estrin:
ASCENT: Adaptive Self-Configuring sEnsor Networks Topologies.. INFOCOM 2002: 1278-1287 - 2001
- [j1]Alberto Cerpa, Jeremy Elson, Deborah Estrin, Lewis Girod, Michael Hamilton
Habitat monitoring: application driver for wireless communications technology. Comput. Commun. Rev. 31(2-Supplement): 20-41 (2001) - [c2]Alberto Cerpa, Jeremy Elson, Michael Hamilton, Jerry Zhao, Deborah Estrin, Lewis Girod:
Habitat monitoring: application driver for wireless communications technology. SIGCOMM-LA 2001: 20-41 - 2000
- [c1]Ahmed Helmy, Sandeep Gupta, Deborah Estrin, Alberto Cerpa, Yan Yu:
Systematic Performance Evaluation of Multipoint Protocols. FORTE 2000: 189-204 - [i1]Ahmed Helmy, Sandeep Gupta, Deborah Estrin, Alberto Cerpa, Yan Yu:
Systematic Performance Evaluation of Multipoint Protocols. CoRR cs.NI/0006029 (2000)
Coauthor Index
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last updated on 2024-12-05 20:41 CET by the dblp team
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