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	This ontology document is licensed under the Creative Commons
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 <channel rdf:about="http://ebiquity.umbc.edu//tags/html/?t=energy">
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  <title><![CDATA[UMBC ebiquity RSS Tag Search]]></title>
  <link><![CDATA[http://ebiquity.umbc.edu//tags/html/?t=energy]]></link>
  <description><![CDATA[UMBC ebiquity RSS Tag Search for energy]]></description>
  <items>
    <rdf:Seq>
      <rdf:li resource="http://ebiquity.umbc.edu/event/html/id/472/Many-Facets-of-Energy-Disaggregation"/>
      <rdf:li resource="http://ebiquity.umbc.edu/event/html/id/456/Energy-efficient-semantic-context-model-for-managing-privacy-on-smartphones"/>
      <rdf:li resource="http://ebiquity.umbc.edu/event/html/id/457/Energy-efficient-semantic-context-model-for-managing-privacy-on-smartphones"/>
      <rdf:li resource="http://ebiquity.umbc.edu/event/html/id/450/An-energy-efficient-semantic-context-model-for-managing-privacy-on-smartphones"/>
      <rdf:li resource="http://ebiquity.umbc.edu/event/html/id/430/talk-Self-sustainable-Cyber-physical-System-Design"/>
      <rdf:li resource="http://ebiquity.umbc.edu/event/html/id/375/Towards-Cooperative-Autonomous-Resilient-Defenses-in-Cyberspace"/>
      <rdf:li resource="http://ebiquity.umbc.edu/event/html/id/356/A-smart-grid-perspective-finding-value-in-the-collision-of-energy-and-information"/>
      <rdf:li resource="http://ebiquity.umbc.edu/event/html/id/269/Generating-Libraries-for-Rapid-Wireless-Sensor-Network-Reconfiguration"/>
      <rdf:li resource="http://ebiquity.umbc.edu/event/html/id/195/Take-the-A-train"/>
      <rdf:li resource="http://ebiquity.umbc.edu/event/html/id/160/MISSION-Multiagent-Institutions-for-Sensor-Networks"/>
      <rdf:li resource="http://ebiquity.umbc.edu/paper/html/id/1203/DUNE-A-Machine-Learning-Deep-UNET-based-ensemble-Approach-to-Monthly-Seasonal-and-Annual-Climate-Forecasting"/>
      <rdf:li resource="http://ebiquity.umbc.edu/paper/html/id/986/Multi-Qubit-Correction-for-Quantum-Annealers"/>
      <rdf:li resource="http://ebiquity.umbc.edu/paper/html/id/964/Blockchains-for-Government-Use-Cases-and-Challenges"/>
      <rdf:li resource="http://ebiquity.umbc.edu/paper/html/id/952/Post-Quantum-Error-Correction-for-Quantum-Annealers"/>
      <rdf:li resource="http://ebiquity.umbc.edu/paper/html/id/890/Leveraging-Artificial-Intelligence-to-Advance-Problem-Solving-with-Quantum-Annealers"/>
      <rdf:li resource="http://ebiquity.umbc.edu/paper/html/id/883/RBM-Image-Generation-Using-the-D-Wave-2000Q"/>
      <rdf:li resource="http://ebiquity.umbc.edu/paper/html/id/925/Energy-theft-detection-for-AMI-using-principal-component-analysis-based-reconstructed-data"/>
      <rdf:li resource="http://ebiquity.umbc.edu/paper/html/id/851/Anomaly-Detection-Models-for-Smart-Home-Security"/>
      <rdf:li resource="http://ebiquity.umbc.edu/paper/html/id/926/Security-in-Smart-Cyber-Physical-Systems-A-Case-Study-on-Smart-Grids-and-Smart-Cars"/>
      <rdf:li resource="http://ebiquity.umbc.edu/paper/html/id/905/Quantum-Artificial-Intelligence-for-Natural-Language-Processing-Applications"/>
      <rdf:li resource="http://ebiquity.umbc.edu/resource/html/id/131/Sensor-Node-Ontology"/>
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 </channel>
 <item rdf:about="http://ebiquity.umbc.edu/event/html/id/472/Many-Facets-of-Energy-Disaggregation">
  <title><![CDATA[Many Facets of Energy Disaggregation]]></title>
  <link>http://ebiquity.umbc.edu/event/html/id/472/Many-Facets-of-Energy-Disaggregation</link>
  <description><![CDATA[In this week's Ebiquity meeting, PhD student Nilavra Phatak from the UMBC Information Systems Department will discuss his work on "Many Facets of Energy Disaggregation".

The objective of energy disaggregation is to get the appliance-wise energy consumption from the whole home energy signal. The disaggregated energy consumption provides a better insight into the electrical usage and helps the consumers to modify usage in order to save money and energy. The application of energy disaggregati...]]></description>
  <dc:date>2014-10-29</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/event/html/id/456/Energy-efficient-semantic-context-model-for-managing-privacy-on-smartphones">
  <title><![CDATA[Energy efficient semantic context model for managing privacy on smartphones]]></title>
  <link>http://ebiquity.umbc.edu/event/html/id/456/Energy-efficient-semantic-context-model-for-managing-privacy-on-smartphones</link>
  <description><![CDATA[Modern smartphones are capable of gathering massive amounts of data about a user and her context. While this data is mostly utilized for providing services that are better suited to the user, user data and context leakage from smart phones can have disastrous results. This is especially true as most enterprises are going to a Bring-Your-Own-Device (BYOD) model for mobile devices such as smartphones. We recognize this change as a potential threat to data privacy, both of the user and also of c...]]></description>
  <dc:date>2013-04-22</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/event/html/id/457/Energy-efficient-semantic-context-model-for-managing-privacy-on-smartphones">
  <title><![CDATA[Energy efficient semantic context model for managing privacy on smartphones]]></title>
  <link>http://ebiquity.umbc.edu/event/html/id/457/Energy-efficient-semantic-context-model-for-managing-privacy-on-smartphones</link>
  <description><![CDATA[Modern smartphones are capable of gathering massive amounts of data about a user and her context. While this data is mostly utilized for providing services that are better suited to the user, user data and context leakage from smart phones can have disastrous results. This is especially true as most enterprises are going to a Bring-Your-Own-Device (BYOD) model for mobile devices such as smartphones. We recognize this change as a potential threat to data privacy, both of the user and also of c...]]></description>
  <dc:date>2013-04-22</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/event/html/id/450/An-energy-efficient-semantic-context-model-for-managing-privacy-on-smartphones">
  <title><![CDATA[An energy efficient semantic context model for managing privacy on smartphones]]></title>
  <link>http://ebiquity.umbc.edu/event/html/id/450/An-energy-efficient-semantic-context-model-for-managing-privacy-on-smartphones</link>
  <description><![CDATA[Modern smartphones are capable of gathering massive amounts of data about a user and her context. While this data is mostly utilized for providing services that are better suited to the user, user data and context leakage from smart phones can have disastrous results. This is especially true as most enterprises are going to a Bring-Your-Own-Device (BYOD) model for mobile devices such as smartphones. We recognize this change as a potential threat to data privacy, both of the user and also of c...]]></description>
  <dc:date>2013-03-25</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/event/html/id/430/talk-Self-sustainable-Cyber-physical-System-Design">
  <title><![CDATA[talk: Self-sustainable Cyber-physical System Design]]></title>
  <link>http://ebiquity.umbc.edu/event/html/id/430/talk-Self-sustainable-Cyber-physical-System-Design</link>
  <description><![CDATA[Renewable energy can enable diverse self-sustainable cyber-physical systems with applications ranging from healthcare to off-grid home energy management. However, there are several challenges that need to be addressed before such systems can be realized. For instance, how do we balance the small and often variable energy budgets imposed by renewables with system functionality? How can we design sensitive physical sensors and efficient harvesting circuits for mW energy sources such as sound an...]]></description>
  <dc:date>2012-03-13</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/event/html/id/375/Towards-Cooperative-Autonomous-Resilient-Defenses-in-Cyberspace">
  <title><![CDATA[Towards Cooperative Autonomous Resilient Defenses in Cyberspace]]></title>
  <link>http://ebiquity.umbc.edu/event/html/id/375/Towards-Cooperative-Autonomous-Resilient-Defenses-in-Cyberspace</link>
  <description><![CDATA[Cyberspace is becoming the nervous system of our modern society as it is increasingly being integrated in virtually all aspects of control and communications. From worldwide social interactions and gaming to smart infrastructure systems in energy, healthcare, transportation, and emergency response, all are enabled and advanced by operations within cyberspace. Today’s cyberspace comprises highly dynamic, interdependent global network of information technology infrastructures, telecommunicati...]]></description>
  <dc:date>2010-10-22</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/event/html/id/356/A-smart-grid-perspective-finding-value-in-the-collision-of-energy-and-information">
  <title><![CDATA[A smart grid perspective: finding value in the collision of energy and information]]></title>
  <link>http://ebiquity.umbc.edu/event/html/id/356/A-smart-grid-perspective-finding-value-in-the-collision-of-energy-and-information</link>
  <description><![CDATA[Many people have heard of the term "smart grid" and there are many varying interpretations of what it means. But everybody can agree on three things:

It involves increased and timely access to information
There’s money in it
It will create new and unforeseen technologies and entrepreneurial opportunities

The discussion will center around why smart grid is needed, how an energy provider views the challenges and opportunities, the forces we see gathering on the horizon, and how Conste...]]></description>
  <dc:date>2010-09-08</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/event/html/id/269/Generating-Libraries-for-Rapid-Wireless-Sensor-Network-Reconfiguration">
  <title><![CDATA[Generating Libraries for Rapid Wireless Sensor Network Reconfiguration]]></title>
  <link>http://ebiquity.umbc.edu/event/html/id/269/Generating-Libraries-for-Rapid-Wireless-Sensor-Network-Reconfiguration</link>
  <description><![CDATA[This talk discusses early research in the creation of libraries
for rapid wireless sensor network (WSN) reconfiguration.
Appropriate reconfiguration allows the WSN to save energy while
tracking a target. If the target moves slowly enough, the WSN can
successfully reconfigure itself during runtime.  However, a
fast-moving target forces the WSN to use more energy or risk
losing track of the target.

Our research explores the precomputation of libraries such that a
WSN can quickly choos...]]></description>
  <dc:date>2008-10-21</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/event/html/id/195/Take-the-A-train">
  <title><![CDATA[Take the A-train]]></title>
  <link>http://ebiquity.umbc.edu/event/html/id/195/Take-the-A-train</link>
  <description><![CDATA[The NASA EOS A-Train is a constellation of five sun-synchronous orbiting satellites that are used by atmospheric scientists to monitor many of Earth's atmospheric radiances such as thermal energy, vegetation, topological structure, and many others. The satellites are: Aqua, CloudSat, CALIPSO, PARASOL, and Aura, and they receive the name “Afternoon Train” because they all cross the equator within a 15 minutes of each other at around 1:30pm local time on their ascending pass. These satellit...]]></description>
  <dc:date>2007-03-13</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/event/html/id/160/MISSION-Multiagent-Institutions-for-Sensor-Networks">
  <title><![CDATA[MISSION: Multiagent Institutions for Sensor Networks]]></title>
  <link>http://ebiquity.umbc.edu/event/html/id/160/MISSION-Multiagent-Institutions-for-Sensor-Networks</link>
  <description><![CDATA[Advancements in Micro-electro Mechanical Systems and wireless
communication systems have enabled the building of compact and inexpensive
sensor motes that have reasonable processing power and memory, onboard.
These motes could be networked to form a Wireless Sensor Network that
would enable data collection from physical environment done autonomously.
This could enable more sophisticated battlefield surveillance,
environmental monitoring, industrial process control and disaster rescue.
...]]></description>
  <dc:date>2006-06-05</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/paper/html/id/1203/DUNE-A-Machine-Learning-Deep-UNET-based-ensemble-Approach-to-Monthly-Seasonal-and-Annual-Climate-Forecasting">
  <title><![CDATA[DUNE: A Machine Learning Deep UNET++ based ensemble Approach to Monthly, Seasonal and Annual Climate Forecasting]]></title>
  <link>http://ebiquity.umbc.edu/paper/html/id/1203/DUNE-A-Machine-Learning-Deep-UNET-based-ensemble-Approach-to-Monthly-Seasonal-and-Annual-Climate-Forecasting</link>
  <description><![CDATA[Capitalizing on the recent availability of ERA5 monthly averaged, long-term data records of mean atmospheric and climate fields derived from the high-resolution reanalysis, deep learning architectures provide an alternative to physics-based daily numerical weather predictions for subseasonal to seasonal (S2S) and annual forecasts. A novel deep U-Net++-based ensemble (DUNE) neural architecture is introduced, incorporating encoder–decoder structures with residual blocks. When initialized with...]]></description>
  <dc:date>2025-10-01</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/paper/html/id/986/Multi-Qubit-Correction-for-Quantum-Annealers">
  <title><![CDATA[Multi-Qubit Correction for Quantum Annealers]]></title>
  <link>http://ebiquity.umbc.edu/paper/html/id/986/Multi-Qubit-Correction-for-Quantum-Annealers</link>
  <description><![CDATA[We present multi-qubit correction (MQC) as a novel postprocessing method for quantum annealers that views the evolution in an open system as a Gibbs sampler and reduces a set of excited states to a new synthetic state with a lower energy value.  After sampling from the ground state of a given (Ising) Hamiltonian, MQC compares pairs of excited states to recognize virtual tunnels — i.e., a group of qubits that changing their states simultaneously can result in a new state with a lower energy ...]]></description>
  <dc:date>2021-07-08</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/paper/html/id/964/Blockchains-for-Government-Use-Cases-and-Challenges">
  <title><![CDATA[Blockchains for Government: Use Cases and Challenges]]></title>
  <link>http://ebiquity.umbc.edu/paper/html/id/964/Blockchains-for-Government-Use-Cases-and-Challenges</link>
  <description><![CDATA[Blockchain is the technology used by developers of cryptocurrencies, like Bitcoin, to enable exchange of financial “coins” between participants in the absence of a trusted third party to ensure the transaction, such as is typically done by governments. Blockchain has evolved to become a generic approach to store and process data in a highly decentralized and secure way. In this article, we review blockchain concepts and use cases, and discuss the challenges in using them from a government...]]></description>
  <dc:date>2020-11-01</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/paper/html/id/952/Post-Quantum-Error-Correction-for-Quantum-Annealers">
  <title><![CDATA[Post-Quantum Error-Correction for Quantum Annealers]]></title>
  <link>http://ebiquity.umbc.edu/paper/html/id/952/Post-Quantum-Error-Correction-for-Quantum-Annealers</link>
  <description><![CDATA[We present a general post-quantum error-correcting technique for quantum annealing, called multi-qubit correction (MQC), that views the evolution in an open-system as a Gibbs sampler and reduces a set of (first) excited states to a new synthetic state with lower energy value. After sampling from the ground state of a given (Ising) Hamiltonian, MQC compares pairs of excited states to recognize virtual tunnels—i.e., a group of qubits that changing their states simultaneously can result in a n...]]></description>
  <dc:date>2020-09-30</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/paper/html/id/890/Leveraging-Artificial-Intelligence-to-Advance-Problem-Solving-with-Quantum-Annealers">
  <title><![CDATA[Leveraging Artificial Intelligence to Advance Problem-Solving with Quantum Annealers]]></title>
  <link>http://ebiquity.umbc.edu/paper/html/id/890/Leveraging-Artificial-Intelligence-to-Advance-Problem-Solving-with-Quantum-Annealers</link>
  <description><![CDATA[We show how to advance quantum information processing, specifically problem-solving with quantum annealers, in the realm of artificial intelligence.  We introduce SAT++, as a novel quantum programming paradigm, that can compile classical algorithms (implemented in classical programming languages) and execute them on quantum annealers.   Moreover, we introduce a post-quantum error correction method that can find samples with significantly lower energy values, compared to the state-of-the-art t...]]></description>
  <dc:date>2020-05-01</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/paper/html/id/883/RBM-Image-Generation-Using-the-D-Wave-2000Q">
  <title><![CDATA[RBM Image Generation Using the D-Wave 2000Q]]></title>
  <link>http://ebiquity.umbc.edu/paper/html/id/883/RBM-Image-Generation-Using-the-D-Wave-2000Q</link>
  <description><![CDATA[Currently implementing machine learning using the D-Wave system for image processing is challenged by the limited number of
qubits available. A commonly used neural network method on the D-Wave is the Restricted Boltzmann Machine (RBM) as it uses
an energy-based model that is consistent with the D-Wave, whereby the D-Wave acts as a physical Boltzmann machine.
However, there has been limited practical application of RBMs for use in image generation due to the limited number of qubits
and d...]]></description>
  <dc:date>2019-09-24</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/paper/html/id/925/Energy-theft-detection-for-AMI-using-principal-component-analysis-based-reconstructed-data">
  <title><![CDATA[Energy theft detection for AMI using principal component analysis based reconstructed data]]></title>
  <link>http://ebiquity.umbc.edu/paper/html/id/925/Energy-theft-detection-for-AMI-using-principal-component-analysis-based-reconstructed-data</link>
  <description><![CDATA[To detect energy theft attacks in advanced metering infrastructure (AMI), we propose a detection method based on principal component analysis (PCA) approximation. PCA approximation is introduced by dimensionality reduction of high dimensional AMI data and the authors extract the underlying consumption trends of a consumer that repeat on a daily or weekly basis. AMI data is reconstructed using principal components and used for computing relative entropy. In the proposed method, relative entrop...]]></description>
  <dc:date>2019-06-01</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/paper/html/id/851/Anomaly-Detection-Models-for-Smart-Home-Security">
  <title><![CDATA[Anomaly Detection Models for Smart Home Security]]></title>
  <link>http://ebiquity.umbc.edu/paper/html/id/851/Anomaly-Detection-Models-for-Smart-Home-Security</link>
  <description><![CDATA[Recent years have seen significant growth in the adoption of smart homes devices. These devices provide convenience, security, and energy efficiency to users. For example, smart security cameras can detect unauthorized movements, and smoke sensors can detect potential fire accidents. However, many recent examples have shown that they open up a new cyber threat surface. There have been several recent examples of smart devices being hacked for privacy violations and also misused so as to perfor...]]></description>
  <dc:date>2019-04-09</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/paper/html/id/926/Security-in-Smart-Cyber-Physical-Systems-A-Case-Study-on-Smart-Grids-and-Smart-Cars">
  <title><![CDATA[Security in Smart Cyber-Physical Systems: A Case Study on Smart Grids and Smart Cars]]></title>
  <link>http://ebiquity.umbc.edu/paper/html/id/926/Security-in-Smart-Cyber-Physical-Systems-A-Case-Study-on-Smart-Grids-and-Smart-Cars</link>
  <description><![CDATA[Smart cyber-physical systems (CPS) form an integral part of Smart Cities, and are deployed in various domains, such as energy and transportation. In general, a smart CPS senses data from the physical world and uses cyber capabilities to transmit and analyze this data for making intelligent decisions in their respective domains. However, the growing number of cyberattacks against CPSs can badly affect their reputation and wide-scale acceptability. The Ukrainian smart grid attack and Jeep hack ...]]></description>
  <dc:date>2018-12-24</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/paper/html/id/905/Quantum-Artificial-Intelligence-for-Natural-Language-Processing-Applications">
  <title><![CDATA[Quantum Artificial Intelligence for Natural Language Processing Applications]]></title>
  <link>http://ebiquity.umbc.edu/paper/html/id/905/Quantum-Artificial-Intelligence-for-Natural-Language-Processing-Applications</link>
  <description><![CDATA[Natural Language Processing and Semantic Web include several NP complete/hard problems that are intractable for classical computing machines. Even though distributed computing has provided remarkable advances (more precisely in dealing with big data), non-decomposable NP problems are still intractable in many real-world applications. And, from a quantum computing perspective, solving complex problems with universal quantum gates requires the developing of quantum algorithms. Considering comme...]]></description>
  <dc:date>2018-02-01</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/resource/html/id/131/Sensor-Node-Ontology">
  <title><![CDATA[Sensor Node Ontology]]></title>
  <link>http://ebiquity.umbc.edu/resource/html/id/131/Sensor-Node-Ontology</link>
  <description><![CDATA[Describes various states of a sensor node depending upon states of its constituent modules.]]></description>
  <dc:date>2005-08-05</dc:date>
 </item>
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