Search Results - "Cerpa, Alberto"

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    Ultrasound-guided percutaneous drainage and sclerotherapy in a patient with isolated autosomal dominant polycystic liver disease by Barbado-Cano, Ana, Moreno-López, Mónica, Olveira-Martín, Antonio, Cerpa-Arencibia, Alberto, Fernández-Martos, Rubén, Suárez-de-Parga, José Manuel

    “…Isolated polycystic liver disease (IPLD) is a rare genetic condition characterized by the presence of multiple liver cysts with no association with polycystic…”
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    Journal Article
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    OFFICE: Optimization Framework For Improved Comfort & Efficiency by Winkler, Daniel A., Yadav, Ashish, Chitu, Claudia, Cerpa, Alberto E.

    “…Buildings are responsible for a significant portion of energy consumption in the US, accounting for more than 40% of US primary energy consumption. Heating,…”
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    Conference Proceeding
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    Multi-Zone HVAC Control With Model-Based Deep Reinforcement Learning by Ding, Xianzhong, Cerpa, Alberto, Du, Wan

    “…The application of reinforcement learning in controlling Heating, Ventilation, and Air Conditioning (HVAC) systems has been extensively researched. Existing…”
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    Journal Article
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    Foresee (4C): Wireless link prediction using link features by Tao Liu, Cerpa, Alberto E

    “…As an integral part of reliable communication in wireless networks, effective link estimation is essential for routing protocols. However, due to the dynamic…”
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    Conference Proceeding
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    Plug-and-play irrigation control at scale by Winkler, Daniel A., Carreira-Perpiñán, Miguel Á., Cerpa, Alberto E.

    “…Lawns, also known as turf, cover an estimated 128,000km2 [9] in North America alone, with landscape requirements representing 30% of freshwater consumed in the…”
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    Conference Proceeding
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    MAGIC: Model-Based Actuation for Ground Irrigation Control by Winkler, Daniel A., Wang, Robert, Blanchette, Francois, Carreira-Perpinan, Miguel, Cerpa, Alberto E.

    “…Lawns make up the largest irrigated crop by surface area in North America, and carries with it a demand for over 9 billion gallons of freshwater each day…”
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    Conference Proceeding
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    Networking issues in wireless sensor networks by Ganesan, Deepak, Cerpa, Alberto, Ye, Wei, Yu, Yan, Zhao, Jerry, Estrin, Deborah

    “…The emergence of sensor networks as one of the dominant technology trends in the coming decades (Technol. Rev. (February 2003)) has posed numerous unique…”
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    Journal Article
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    ASCENT: Adaptive Self-Configuring sEnsor Networks Topologies by Cerpa, A., Estrin, D.

    “…Advances in micro-sensor and radio technology will enable small but smart sensors to be deployed for a wide range of environmental monitoring applications. The…”
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    Conference Proceeding
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    POEM: Power-efficient occupancy-based energy management system by Erickson, Varick L., Achleitner, Stefan, Cerpa, Alberto E.

    “…Buildings account for 40% of US primary energy consumption and 72% of electricity. Of this total, 50% of the energy consumed in buildings is used for Heating…”
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    Conference Proceeding
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    Multi-zone HVAC Control with Model-Based Deep Reinforcement Learning by Ding, Xianzhong, Cerpa, Alberto, Du, Wan

    Published 01-02-2023
    “…In this paper, we conduct a set of experiments to analyze the limitations of current MBRL-based HVAC control methods, in terms of model uncertainty and…”
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    Journal Article
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    Exploring Deep Reinforcement Learning for Holistic Smart Building Control by Ding, Xianzhong, Cerpa, Alberto, Du, Wan

    Published 26-01-2023
    “…In this paper, we take a holistic approach to deal with the tradeoffs between energy use and comfort in commercial buildings. We developed a system called…”
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    Journal Article
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    Quick construction of data-driven models of the short-term behavior of wireless links by Kamthe, Ankur, Carreira-Perpinan, Miguel A., Cerpa, Alberto E.

    Published in 2013 Proceedings IEEE INFOCOM (01-04-2013)
    “…High-quality wireless link models can enable better simulations and reduce the development time for new algorithms and protocols. However, the models…”
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    Conference Proceeding
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    OBSERVE: Occupancy-based system for efficient reduction of HVAC energy by Erickson, V L, Carreira-Perpinan, M A, Cerpa, A E

    “…Heating, cooling and ventilation accounts for 35% energy usage in the United States. Currently, most modern buildings still condition rooms assuming maximum…”
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    Conference Proceeding
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    MARS: Multi-radio Architecture with Radio Selection using Decision Trees for emerging mesoscale CPS/IoT applications by Sundaram, Jothi Prasanna Shanmuga, Zharmagambetov, Arman, Gabidolla, Magzhan, Carreira-Perpinan, Miguel A, Cerpa, Alberto

    Published 26-09-2024
    “…IoT is rapidly growing from small-scale apps to large-scale apps. Small-scale apps employ short-range radios like Zigbee,BLE while large-scale apps employ…”
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    Journal Article
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    Building Occupancy Estimation using Supervised Learning Techniques by Chitu, Claudia, Stamatescu, Grigore, Cerpa, Alberto

    “…Smart buildings viewed as cyber-physical systems are currently a growing research topic oriented towards collaborative groups of buildings. Since buildings…”
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    Conference Proceeding
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    Zone-level agreement by consensus for building thermal energy management by Stamatescu, Grigore, Cerpa, Alberto

    “…The paper addresses the problem of distributed agreement for control of building thermal energy through a class of consensus algorithms. The context of the…”
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    Conference Proceeding
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    Improving wireless simulation through noise modeling by Lee, HyungJune, Cerpa, Alberto, Levis, Philip

    “…We propose modeling environmental noise in order to efficiently and accurately simulate wireless packet delivery. We measure noise traces in many different…”
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    Conference Proceeding