Search Results - "Cerpa, Alberto"
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The use of serum calprotectin as a biomarker for inflammatory activity in inflammatory bowel disease
Published in Revista española de enfermedades digestivas (01-10-2019)“…simple, reliable and non-invasive biomarkers are needed to enable the early detection of inflammatory activity for the correct management of inflammatory bowel…”
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The use of serum calprotectin as a biomarker for inflammatory activity in inflammatory bowel disease
Published in Revista española de enfermedades digestivas (01-10-2019)“…Introduction: simple, reliable and non-invasive biomarkers are needed to enable the early detection of inflammatory activity for the correct management of…”
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Ultrasound-guided percutaneous drainage and sclerotherapy in a patient with isolated autosomal dominant polycystic liver disease
Published in Revista española de enfermedades digestivas (01-03-2015)“…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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OFFICE: Optimization Framework For Improved Comfort & Efficiency
Published in 2020 19th ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN) (01-04-2020)“…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
Published in IEEE transactions on automation science and engineering (14-06-2024)“…The application of reinforcement learning in controlling Heating, Ventilation, and Air Conditioning (HVAC) systems has been extensively researched. Existing…”
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Foresee (4C): Wireless link prediction using link features
Published in Proceedings of the 10th ACM/IEEE International Conference on Information Processing in Sensor Networks (01-04-2011)“…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
Published in 2018 17th ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN) (11-04-2018)“…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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MAGIC: Model-Based Actuation for Ground Irrigation Control
Published in 2016 15th ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN) (01-04-2016)“…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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Networking issues in wireless sensor networks
Published in Journal of parallel and distributed computing (01-07-2004)“…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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ASCENT: Adaptive Self-Configuring sEnsor Networks Topologies
Published in Proceedings.Twenty-First Annual Joint Conference of the IEEE Computer and Communications Societies (2002)“…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
Published in 2013 ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN) (01-04-2013)“…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
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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Exploring Deep Reinforcement Learning for Holistic Smart Building Control
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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Quick construction of data-driven models of the short-term behavior of wireless links
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
Published in Proceedings of the 10th ACM/IEEE International Conference on Information Processing in Sensor Networks (01-04-2011)“…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
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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Building Occupancy Estimation using Supervised Learning Techniques
Published in 2019 23rd International Conference on System Theory, Control and Computing (ICSTCC) (01-10-2019)“…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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Zone-level agreement by consensus for building thermal energy management
Published in 2016 12th IEEE International Conference on Control and Automation (ICCA) (01-06-2016)“…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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Improving wireless simulation through noise modeling
Published in Proceedings of the 6th international conference on Information processing in sensor networks (25-04-2007)“…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