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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=sensor">
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  <title><![CDATA[UMBC ebiquity RSS Tag Search]]></title>
  <link><![CDATA[http://ebiquity.umbc.edu//tags/html/?t=sensor]]></link>
  <description><![CDATA[UMBC ebiquity RSS Tag Search for sensor]]></description>
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      <rdf:li resource="http://ebiquity.umbc.edu/event/html/id/481/Are-you-in-control-or-being-controlled-in-your-vehicle-"/>
      <rdf:li resource="http://ebiquity.umbc.edu/event/html/id/458/A-Collaborative-Approach-to-Situational-Awareness-for-CyberSecurity"/>
      <rdf:li resource="http://ebiquity.umbc.edu/event/html/id/436/Situation-Aware-Intrusion-Detection-Model"/>
      <rdf:li resource="http://ebiquity.umbc.edu/event/html/id/434/Cyber-Physical-Social-Systems-Research-Challenges"/>
      <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/428/Detecting-Comprised-Nodes-in-Wireless-Sensor-Networks"/>
      <rdf:li resource="http://ebiquity.umbc.edu/event/html/id/422/Masters-Thesis-Research-Update-Amey-and-Nikhil"/>
      <rdf:li resource="http://ebiquity.umbc.edu/event/html/id/410/Masters-Thesis-Research-Proposal-Amey-Sane-and-Nikhil-Puranik"/>
      <rdf:li resource="http://ebiquity.umbc.edu/event/html/id/399/Context-Aware-Middleware-for-Activity-Recognition"/>
      <rdf:li resource="http://ebiquity.umbc.edu/event/html/id/394/Privacy-Preservation-in-Context-Aware-Systems"/>
      <rdf:li resource="http://ebiquity.umbc.edu/getnews/html/id/38/Looking-back-at-the-ebiquity-research-group-s-2006"/>
      <rdf:li resource="http://ebiquity.umbc.edu/getnews/html/id/18/UMBC-ebiquity-group-launches-four-new-PhDs"/>
      <rdf:li resource="http://ebiquity.umbc.edu/getnews/html/id/17/Harry-Chen-defends-dissertation"/>
      <rdf:li resource="http://ebiquity.umbc.edu/project/html/id/33/Intrusion-Detection"/>
      <rdf:li resource="http://ebiquity.umbc.edu/project/html/id/16/MagicWeaver-An-Agent-Based-Simulation-Framework-For-Wireless-Sensor-Networks"/>
      <rdf:li resource="http://ebiquity.umbc.edu/project/html/id/77/Security-in-Battlefield-MANETs"/>
      <rdf:li resource="http://ebiquity.umbc.edu/paper/html/id/1205/Impostors-Among-Us-An-Agentic-Approach-to-Identifying-and-Resolving-Conflicts-in-Collaborative-Network-Environments"/>
      <rdf:li resource="http://ebiquity.umbc.edu/paper/html/id/1156/Privacy-Preserving-Data-Sharing-in-Agriculture-Enforcing-Policy-Rules-for-Secure-and-Confidential-Data-Synthesis"/>
      <rdf:li resource="http://ebiquity.umbc.edu/paper/html/id/1150/Multimodal-Language-Learning-for-Object-Retrieval-in-Low-Data-Regimes-in-the-Face-of-Missing-Modalities"/>
      <rdf:li resource="http://ebiquity.umbc.edu/paper/html/id/1132/Knowledge-Graphs-and-Reinforcement-Learning-A-Hybrid-Approach-for-Cybersecurity-Problems"/>
      <rdf:li resource="http://ebiquity.umbc.edu/paper/html/id/1118/Bewitching-the-Battlefield-Repurposing-the-MouseJack-Attack-for-Crazyflie-Drones"/>
      <rdf:li resource="http://ebiquity.umbc.edu/paper/html/id/1043/Sentaur-Sensor-Observable-Data-Model-for-Smart-Spaces"/>
      <rdf:li resource="http://ebiquity.umbc.edu/paper/html/id/1041/JENNER-Just-in-time-Enrichment-in-Query-Processing"/>
      <rdf:li resource="http://ebiquity.umbc.edu/paper/html/id/1044/The-SemIoTic-Ecosystem-A-Semantic-Bridge-between-IoT-Devices-and-Smart-Spaces"/>
      <rdf:li resource="http://ebiquity.umbc.edu/paper/html/id/1015/CAPD-A-Context-Aware-Policy-Driven-Framework-for-Secure-and-Resilient-IoBT-Operations"/>
      <rdf:li resource="http://ebiquity.umbc.edu/paper/html/id/1040/SmartSPEC-Customizable-Smart-Space-Datasets-via-Event-driven-Simulations"/>
      <rdf:li resource="http://ebiquity.umbc.edu/research/area/id/32/Machine-learning"/>
      <rdf:li resource="http://ebiquity.umbc.edu/resource/html/id/301/A-framework-for-collaborative-data-gathering"/>
      <rdf:li resource="http://ebiquity.umbc.edu/resource/html/id/133/A-Holistic-Approach-to-Secure-Sensor-Networks"/>
      <rdf:li resource="http://ebiquity.umbc.edu/resource/html/id/282/A-Multiagent-Based-Synergistic-Approach-For-Software-Fault-Tolerance"/>
      <rdf:li resource="http://ebiquity.umbc.edu/resource/html/id/75/An-Intelligent-Broker-for-Pervasive-Context-Aware-Systems"/>
      <rdf:li resource="http://ebiquity.umbc.edu/resource/html/id/303/Collabora-ve-Data-Gathering-Using-Context-aware-Mobile-Devices"/>
      <rdf:li resource="http://ebiquity.umbc.edu/resource/html/id/149/MATA-2005-keynote"/>
      <rdf:li resource="http://ebiquity.umbc.edu/resource/html/id/313/Privacy-Preservation-in-Context-Aware-Systems"/>
      <rdf:li resource="http://ebiquity.umbc.edu/resource/html/id/312/Privacy-Preservation-in-Context-Aware-Systems"/>
      <rdf:li resource="http://ebiquity.umbc.edu/resource/html/id/132/Sensor-Cluster-Ontology"/>
      <rdf:li resource="http://ebiquity.umbc.edu/resource/html/id/131/Sensor-Node-Ontology"/>
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 <item rdf:about="http://ebiquity.umbc.edu/event/html/id/481/Are-you-in-control-or-being-controlled-in-your-vehicle-">
  <title><![CDATA[Are you in control or being controlled in your vehicle?]]></title>
  <link>http://ebiquity.umbc.edu/event/html/id/481/Are-you-in-control-or-being-controlled-in-your-vehicle-</link>
  <description><![CDATA[Vehicles changed from being just mechanical devices which will just obey the commands to a smarter Sensor-ECU-Actuator systems which sense the surroundings and take necessary smart actions. A modern car has around forty to hundred different ECU’s, possibly communicating, to make intelligent decisions. But recently, there is a lot of buzz in the research community on hacking and taking control of vehicles. These literature describe and document the different ways to take control of vehicles....]]></description>
  <dc:date>2015-10-26</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/event/html/id/458/A-Collaborative-Approach-to-Situational-Awareness-for-CyberSecurity">
  <title><![CDATA[A Collaborative Approach to Situational Awareness for CyberSecurity]]></title>
  <link>http://ebiquity.umbc.edu/event/html/id/458/A-Collaborative-Approach-to-Situational-Awareness-for-CyberSecurity</link>
  <description><![CDATA[Traditional intrusion detection and prevention systems (IDPSs) have well known limitations that decrease their utility against many kinds of attacks.  Current state-of-the-art IDPSs are point based solutions that perform a simple analysis of host or network data and then flag an alert.  Only known attacks whose signatures have been identified and stored in some form can be discovered by most of these systems.  They cannot detect attacks that use low-and-slow vectors.  Many times an attack is ...]]></description>
  <dc:date>2013-04-29</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/event/html/id/436/Situation-Aware-Intrusion-Detection-Model">
  <title><![CDATA[Situation Aware Intrusion Detection Model]]></title>
  <link>http://ebiquity.umbc.edu/event/html/id/436/Situation-Aware-Intrusion-Detection-Model</link>
  <description><![CDATA[Growing importance of the underlying information technology infrastructure of every business, media and manufacturing domains have led to increasing events of unauthorized infrastructure access, denial-of-service attacks, and stealing of valuable data. Intrusion Detection Systems (IDS) are applications which monitor cyber-systems to identify any malicious activities, generate an alert when such an activity is detected, and redress the problem if possible. Most of the intrusion detection/preve...]]></description>
  <dc:date>2012-04-19</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/event/html/id/434/Cyber-Physical-Social-Systems-Research-Challenges">
  <title><![CDATA[Cyber-Physical Social Systems: Research Challenges]]></title>
  <link>http://ebiquity.umbc.edu/event/html/id/434/Cyber-Physical-Social-Systems-Research-Challenges</link>
  <description><![CDATA[We are witnessing a new revolution in computing and communication. The Internet, which has spanned several networks in a wide variety of domains, is having a significant impact on every aspect of our lives. The next generation of networks will utilize a wide variety of resources with significant sensing capabilities. Such networks will extend beyond physically linked computers to include multimodal information from biological, cognitive, semantic, and social networks. This paradigm shift will...]]></description>
  <dc:date>2012-04-06</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/428/Detecting-Comprised-Nodes-in-Wireless-Sensor-Networks">
  <title><![CDATA[Detecting Comprised Nodes in Wireless Sensor Networks]]></title>
  <link>http://ebiquity.umbc.edu/event/html/id/428/Detecting-Comprised-Nodes-in-Wireless-Sensor-Networks</link>
  <description><![CDATA[This week's ebiquity lab meeting will comprise of presentation by Ebiquity student, Lisa Matthews.


Lisa will talk on - Detecting Comprised Nodes in Wireless Sensor Networks



While wireless sensor networks are proving to be a versatile tool,
many of the applications in which they are implemented have sensitive
data. In other words, security is crucial in many of these
applications. Once a sensor node has been compromised, the security of
the network degrades quickly if there are...]]></description>
  <dc:date>2012-03-08</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/event/html/id/422/Masters-Thesis-Research-Update-Amey-and-Nikhil">
  <title><![CDATA[Masters Thesis Research Update - Amey and Nikhil]]></title>
  <link>http://ebiquity.umbc.edu/event/html/id/422/Masters-Thesis-Research-Update-Amey-and-Nikhil</link>
  <description><![CDATA[In this week's lab meeting, Amey Sane and Nikhil Puranik will give an update on how their Masters thesis research is progressing. 


Amey will talk on "Exploring Hidden Markov Model for semantic activity prediction".

Smart devices like mobile phones can effectively be exploited for use, not only as a mode of contact through voice dialing but much more than that, by making use of its features like Bluetooth, Wi-Fi capability and also through its in-built sensor capability. All these can ...]]></description>
  <dc:date>2011-12-13</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/event/html/id/410/Masters-Thesis-Research-Proposal-Amey-Sane-and-Nikhil-Puranik">
  <title><![CDATA[Masters Thesis Research Proposal: Amey Sane and Nikhil Puranik]]></title>
  <link>http://ebiquity.umbc.edu/event/html/id/410/Masters-Thesis-Research-Proposal-Amey-Sane-and-Nikhil-Puranik</link>
  <description><![CDATA[In this week's lab meeting we will have Amey Sane and Nikhil Puranik talk about the research they will be pursuing for their Masters Thesis. 

Amey Sane will talk about "Context-aware Framework for modeling and prediction of User activities". His research work is part of ongoing Platys project. This project spans over the areas like mobile computing, Context-aware computing, security and privacy. My thesis work will be focused in the area of mobile-computing and Context-aware computing. In ...]]></description>
  <dc:date>2011-09-27</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/event/html/id/399/Context-Aware-Middleware-for-Activity-Recognition">
  <title><![CDATA[Context-Aware Middleware for Activity Recognition]]></title>
  <link>http://ebiquity.umbc.edu/event/html/id/399/Context-Aware-Middleware-for-Activity-Recognition</link>
  <description><![CDATA[Smartphones and other mobile devices have a simple notion of context largely restricted to temporal and spatial coordinates. Service providers and enterprise administrators can deploy systems incorporating activity and relations context to enhance the user experience, but this raises considerable collaboration, trust and privacy issues between different service providers. Our work is an initial step toward enabling devices themselves to represent, acquire and use a richer notion of context th...]]></description>
  <dc:date>2011-05-19</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/event/html/id/394/Privacy-Preservation-in-Context-Aware-Systems">
  <title><![CDATA[Privacy Preservation in Context-Aware Systems]]></title>
  <link>http://ebiquity.umbc.edu/event/html/id/394/Privacy-Preservation-in-Context-Aware-Systems</link>
  <description><![CDATA[Pramod Jagtap will defend his MS thesis titled "Privacy Preservation in Context-Aware Systems". 

Abstract: 
 
Recent years have seen a confluence of two major trends – the increase of mobile devices such as smart phones as the primary access point to networked information and the rise of social media platforms that connect people. Their convergence supports the emergence of a new class of context-aware geosocial networking applications. While existing systems focus mostly on location...]]></description>
  <dc:date>2011-04-27</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/getnews/html/id/38/Looking-back-at-the-ebiquity-research-group-s-2006">
  <title><![CDATA[Looking back at the ebiquity research group's 2006]]></title>
  <link>http://ebiquity.umbc.edu/getnews/html/id/38/Looking-back-at-the-ebiquity-research-group-s-2006</link>
  <description><![CDATA[Maybe it's a bit of a cliché, but this is the traditional time to look back on the past year and reflect on how things are going.  It has been an active productive year.  Here's a rundown of our past year by the numbers.

205,000 is the number of visits to the Ebiquity web site.  Our monthly page visits increased five fold over the year and we currently receive about 25,000 visits a month.


   



743 people have
registered as users of the Swoogle
semantic web search system.  By ...]]></description>
  <dc:date>2007-01-01</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/getnews/html/id/18/UMBC-ebiquity-group-launches-four-new-PhDs">
  <title><![CDATA[UMBC ebiquity group launches four new PhDs]]></title>
  <link>http://ebiquity.umbc.edu/getnews/html/id/18/UMBC-ebiquity-group-launches-four-new-PhDs</link>
  <description><![CDATA[Four ebiquity laboratory researchers were awarded PhD
degrees in UMBC's 2004 Winter Commencement: Drs Lalana
Kagal, Harry (Lik) Chen, Xiaochen Luan and Dipanjan
Chakraborty.

 Harry (Lik) Chen's
dissertation,  An
Intelligent Broker Architecture for Pervasive Context-Aware
Systems , advanced understanding of how we can build
Wireless computing environments that offer intelligent
services while protecting privacy.  Dr. Chen has joined Image Matters LLC, a
Leesburg VA company speciali...]]></description>
  <dc:date>2004-12-23</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/getnews/html/id/17/Harry-Chen-defends-dissertation">
  <title><![CDATA[Harry Chen defends dissertation]]></title>
  <link>http://ebiquity.umbc.edu/getnews/html/id/17/Harry-Chen-defends-dissertation</link>
  <description><![CDATA[Harry (Lik) Chen successfully defended his dissertation on  An Intelligent Broker Architecture for Pervasive Context-Aware Systems .  Dr. Chen has joined Image Matters LLC, a Leesburg VA company specializing in Semantic Web, Internet, geospatial, wireless and sensor technologies.]]></description>
  <dc:date>2004-12-03</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/project/html/id/33/Intrusion-Detection">
  <title><![CDATA[Intrusion Detection]]></title>
  <link>http://ebiquity.umbc.edu/project/html/id/33/Intrusion-Detection</link>
  <description><![CDATA[Our vision of an intrusion detection system is one where the "system" encompasses the entire enterprise and where intrusion detection is a distributed and collaborative process involving the entities within the enterprise.  We view an entity as any
computational device to include computers, servers, switches, and
routers and where intrusion detectors are comprised of both anomaly and signature detectors that communicate with each other.  We have initiated work toward realizing our vision an...]]></description>
  <dc:date>2002-05-01</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/project/html/id/16/MagicWeaver-An-Agent-Based-Simulation-Framework-For-Wireless-Sensor-Networks">
  <title><![CDATA[MagicWeaver: An Agent Based Simulation Framework For Wireless Sensor Networks]]></title>
  <link>http://ebiquity.umbc.edu/project/html/id/16/MagicWeaver-An-Agent-Based-Simulation-Framework-For-Wireless-Sensor-Networks</link>
  <description><![CDATA[There is a growing interest in the research community towards a paradigm in which computing is embedded into our daily lives. Everyday objects shall act as computing devices, enriching user experience and enhancing the environments in which we live. Sensor Networks are a step in this direction. Sensor Network research is still in its infancy, with research spanning from hardware to communication to data management and to software engineering principles. To build a strong foundation on the pri...]]></description>
  <dc:date>2001-09-01</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/project/html/id/77/Security-in-Battlefield-MANETs">
  <title><![CDATA[Security in Battlefield MANETs]]></title>
  <link>http://ebiquity.umbc.edu/project/html/id/77/Security-in-Battlefield-MANETs</link>
  <description><![CDATA[The battlefield of tomorrow is expected to be filled with wireless devices  These devices will be capable of forming mobile ad hoc networks (MANETs) and work together in  combinations of mobile and static, sensor and non-sensor nodes.  Even though critical data may not be present at all times, we expect that at some time a critical event will occur and crucial data will need to transit the network. Disruptions at this time could have disastrous results in reaction to the event.  

Assuming ...]]></description>
  <dc:date>2006-09-01</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/paper/html/id/1205/Impostors-Among-Us-An-Agentic-Approach-to-Identifying-and-Resolving-Conflicts-in-Collaborative-Network-Environments">
  <title><![CDATA[Impostors Among Us: An Agentic Approach to Identifying and Resolving Conflicts in Collaborative Network Environments]]></title>
  <link>http://ebiquity.umbc.edu/paper/html/id/1205/Impostors-Among-Us-An-Agentic-Approach-to-Identifying-and-Resolving-Conflicts-in-Collaborative-Network-Environments</link>
  <description><![CDATA[Today’s networked cyber-physical environments contain a wide range of agents, including fixed sensors, unmanned aerial vehicles (UAVs), and unmanned ground vehicles (UGVs), which help accomplish the objective(s) of a given mission. These collaborating agents support informed decision making for humans to accomplish mission objectives such as surveillance or search and rescue. However, these agents and their sensors are subject to various failures, including power, communication, hardware, a...]]></description>
  <dc:date>2025-10-10</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/paper/html/id/1156/Privacy-Preserving-Data-Sharing-in-Agriculture-Enforcing-Policy-Rules-for-Secure-and-Confidential-Data-Synthesis">
  <title><![CDATA[Privacy-Preserving Data Sharing in Agriculture: Enforcing Policy Rules for Secure and Confidential Data Synthesis]]></title>
  <link>http://ebiquity.umbc.edu/paper/html/id/1156/Privacy-Preserving-Data-Sharing-in-Agriculture-Enforcing-Policy-Rules-for-Secure-and-Confidential-Data-Synthesis</link>
  <description><![CDATA[Big Data empowers the farming community with the information needed to optimize resource usage, increase productivity, and enhance the sustainability of agricultural practices. The use of Big Data in farming requires the collection and analysis of data from various sources such as sensors, satellites, and farmer surveys. While Big Data can provide the farming community with valuable insights and improve efficiency, there is significant concern regarding the security of this data as well as th...]]></description>
  <dc:date>2023-12-18</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/paper/html/id/1150/Multimodal-Language-Learning-for-Object-Retrieval-in-Low-Data-Regimes-in-the-Face-of-Missing-Modalities">
  <title><![CDATA[Multimodal Language Learning for Object Retrieval in Low Data Regimes in the Face of Missing Modalities]]></title>
  <link>http://ebiquity.umbc.edu/paper/html/id/1150/Multimodal-Language-Learning-for-Object-Retrieval-in-Low-Data-Regimes-in-the-Face-of-Missing-Modalities</link>
  <description><![CDATA[Our study is motivated by robotics, where when dealing with robots or other physical systems, we often need to balance competing concerns of relying on complex, multimodal data coming from a variety of sensors with a general lack of large representative datasets.  Despite the complexity of modern robotic platforms and the need for multimodal interaction, there has been little research on integrating more than two modalities in a low data regime with the real-world constraint that sensors fail...]]></description>
  <dc:date>2023-10-01</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/paper/html/id/1132/Knowledge-Graphs-and-Reinforcement-Learning-A-Hybrid-Approach-for-Cybersecurity-Problems">
  <title><![CDATA[Knowledge Graphs and Reinforcement Learning: A Hybrid Approach for Cybersecurity Problems]]></title>
  <link>http://ebiquity.umbc.edu/paper/html/id/1132/Knowledge-Graphs-and-Reinforcement-Learning-A-Hybrid-Approach-for-Cybersecurity-Problems</link>
  <description><![CDATA[With the explosion of available data and computational power, machine learning and deep learning techniques are being increasingly used to solve problems. The domain of cybersecurity is no exception, as we have seen multiple papers in the recent past using data-driven machine learning approaches for different tasks.

Rule-based and supervised machine learning-based approaches are often brittle in detecting attacks, can be defeated by adversaries that adapt, and cannot use the knowledge of e...]]></description>
  <dc:date>2023-07-19</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/paper/html/id/1118/Bewitching-the-Battlefield-Repurposing-the-MouseJack-Attack-for-Crazyflie-Drones">
  <title><![CDATA[Bewitching the Battlefield: Repurposing the MouseJack Attack for Crazyflie Drones]]></title>
  <link>http://ebiquity.umbc.edu/paper/html/id/1118/Bewitching-the-Battlefield-Repurposing-the-MouseJack-Attack-for-Crazyflie-Drones</link>
  <description><![CDATA[The Internet of Battlefield Things (IoBT) connects autonomous, uncrewed air and ground vehicles with wireless networks. It is a promising technology that has the potential to significantly enhance the operational effectiveness of military units by providing them with real-time information about the battlefield and enhancing their situational awareness. Autonomous assets such as drones and sensors can gather data from various sources and transmit it back to the command center, where it can be ...]]></description>
  <dc:date>2023-05-20</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/paper/html/id/1043/Sentaur-Sensor-Observable-Data-Model-for-Smart-Spaces">
  <title><![CDATA[Sentaur: Sensor Observable Data Model for Smart Spaces]]></title>
  <link>http://ebiquity.umbc.edu/paper/html/id/1043/Sentaur-Sensor-Observable-Data-Model-for-Smart-Spaces</link>
  <description><![CDATA[This paper presents Sentaur, a middleware designed, built, and deployed to support sensor-based smart space analytical applications. Sentaur supports a powerful data model that decouples semantic data (about the application domain) from sensor data (using which the semantic data is derived). By supporting mechanisms to map/translate data, concepts, and queries between the two levels, Sentaur relieves application developers from having to know or reason about either capabilities of sensors or ...]]></description>
  <dc:date>2022-10-12</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/paper/html/id/1041/JENNER-Just-in-time-Enrichment-in-Query-Processing">
  <title><![CDATA[JENNER: Just-in-time Enrichment in Query Processing]]></title>
  <link>http://ebiquity.umbc.edu/paper/html/id/1041/JENNER-Just-in-time-Enrichment-in-Query-Processing</link>
  <description><![CDATA[Emerging domains, such as sensor-driven smart spaces and social media analytics, require incoming data to be enriched prior to its use.  Enrichment often consists of machine learning (ML) functions that are too expensive/infeasible to execute at ingestion. We develop a strategy entitled Just-in-time ENrichmeNt in quERy Processing (JENNER) to support interactive analytics over data as soon as it arrives for such application context. JENNER exploits the inherent tradeoffs of cost and quality of...]]></description>
  <dc:date>2022-09-05</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/paper/html/id/1044/The-SemIoTic-Ecosystem-A-Semantic-Bridge-between-IoT-Devices-and-Smart-Spaces">
  <title><![CDATA[The SemIoTic Ecosystem: A Semantic Bridge between IoT Devices and Smart Spaces]]></title>
  <link>http://ebiquity.umbc.edu/paper/html/id/1044/The-SemIoTic-Ecosystem-A-Semantic-Bridge-between-IoT-Devices-and-Smart-Spaces</link>
  <description><![CDATA[Smart space administration and application development is challenging in part due to the semantic gap that exists between the high-level requirements of users and the low-level capabilities of IoT devices. The stakeholders in a smart space are required to deal with communicating with specific IoT devices, capturing data, processing it, and abstracting it out to generate useful inferences. Additionally, this makes reusability of smart space applications difficult since they are developed for s...]]></description>
  <dc:date>2022-08-01</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/paper/html/id/1015/CAPD-A-Context-Aware-Policy-Driven-Framework-for-Secure-and-Resilient-IoBT-Operations">
  <title><![CDATA[CAPD: A Context-Aware, Policy-Driven Framework for Secure and Resilient IoBT Operations]]></title>
  <link>http://ebiquity.umbc.edu/paper/html/id/1015/CAPD-A-Context-Aware-Policy-Driven-Framework-for-Secure-and-Resilient-IoBT-Operations</link>
  <description><![CDATA[The Internet of Battlefield Things (IoBT) will advance the operational effectiveness of infantry units. However, this requires autonomous assets such as sensors, drones, combat equipment, and uncrewed vehicles to collaborate, securely share information, and be resilient to adversary attacks in contested multi-domain operations. CAPD addresses this problem by providing a context-aware, policy-driven framework supporting data and knowledge exchange among autonomous entities in a battlespace. We...]]></description>
  <dc:date>2022-04-04</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/paper/html/id/1040/SmartSPEC-Customizable-Smart-Space-Datasets-via-Event-driven-Simulations">
  <title><![CDATA[SmartSPEC: Customizable Smart Space Datasets via Event-driven Simulations]]></title>
  <link>http://ebiquity.umbc.edu/paper/html/id/1040/SmartSPEC-Customizable-Smart-Space-Datasets-via-Event-driven-Simulations</link>
  <description><![CDATA[This paper presents SmartSPEC, an approach to generate customizable smart space datasets using sensorized spaces in which people and events are embedded. Smart space datasets are critical to design, deploy and evaluate robust systems and applications to ensure cost-effective operation and safety/- comfort/convenience of the space occupants. Often, real-world data is difficult to obtain due to the lack of fine-grained sensing; privacy/security concerns prevent the release and sharing of indivi...]]></description>
  <dc:date>2022-03-21</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/research/area/id/32/Machine-learning">
  <title><![CDATA[Machine learning]]></title>
  <link>http://ebiquity.umbc.edu/research/area/id/32/Machine-learning</link>
  <description><![CDATA[Machine learning, a branch of artificial intelligence, is a scientific discipline concerned with the design and development of algorithms that allow computers to evolve behaviors based on empirical data, such as from sensor data or databases.]]></description>
  <dc:date>2026-06-14</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/resource/html/id/301/A-framework-for-collaborative-data-gathering">
  <title><![CDATA[A framework for collaborative data gathering]]></title>
  <link>http://ebiquity.umbc.edu/resource/html/id/301/A-framework-for-collaborative-data-gathering</link>
  <description><![CDATA[The popularity of Internet-enabled mobile technology allows people to participate in many data gathering tasks such as making scientific observation, responding to regional polls, and collecting location-specific information such as parking availability and road conditions.  We describe initial work on a prototype and framework to support applications requiring collaborative data gathering and an awareness of a mobile device user's context. The framework uses Semantic Web languages to represe...]]></description>
  <dc:date>2010-05-30</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/resource/html/id/133/A-Holistic-Approach-to-Secure-Sensor-Networks">
  <title><![CDATA[A Holistic Approach to Secure Sensor Networks]]></title>
  <link>http://ebiquity.umbc.edu/resource/html/id/133/A-Holistic-Approach-to-Secure-Sensor-Networks</link>
  <description><![CDATA[PhD Defense Presentation]]></description>
  <dc:date>2005-08-10</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/resource/html/id/282/A-Multiagent-Based-Synergistic-Approach-For-Software-Fault-Tolerance">
  <title><![CDATA[A Multiagent-Based Synergistic Approach For  Software Fault Tolerance]]></title>
  <link>http://ebiquity.umbc.edu/resource/html/id/282/A-Multiagent-Based-Synergistic-Approach-For-Software-Fault-Tolerance</link>
  <description><![CDATA[As computing becomes pervasive, there are increasing opportunities for the use of collaborative multiagent systems that make use of multiple sources of knowledge for validation, accuracy, and reliability improvement purposes. Application areas include multiple classifier systems, multiple sensor fusion, and redundancy-based software fault tolerant systems. The focus of this work is on the area of software fault tolerance. Most of the practical implementations of software fault tolerant strate...]]></description>
  <dc:date>2009-11-09</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/resource/html/id/75/An-Intelligent-Broker-for-Pervasive-Context-Aware-Systems">
  <title><![CDATA[An Intelligent Broker for Pervasive Context-Aware Systems]]></title>
  <link>http://ebiquity.umbc.edu/resource/html/id/75/An-Intelligent-Broker-for-Pervasive-Context-Aware-Systems</link>
  <description><![CDATA[Presentation slides used in Harry Chen's PhD dissertation defense.

Context-aware systems exploit the use of situational information, or context, to provide relevant information and services to users. A great challenge remains in defining an architecture that supports context-aware systems. Critical research issues include modeling and reasoning (how to represent contextual information for machine processing and reasoning), knowledge sharing (how to enable agents to acquire consistent knowl...]]></description>
  <dc:date>2004-12-07</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/resource/html/id/303/Collabora-ve-Data-Gathering-Using-Context-aware-Mobile-Devices">
  <title><![CDATA[Collabora've	   Data	   Gathering	   Using	    Context-­‐aware	   Mobile	   Devices]]></title>
  <link>http://ebiquity.umbc.edu/resource/html/id/303/Collabora-ve-Data-Gathering-Using-Context-aware-Mobile-Devices</link>
  <description><![CDATA[The popularity of Internet-enabled mobile technology allows people to participate in many data gathering tasks such as making scientific observation, responding to regional polls, and collecting location-specific information such as parking availability and road conditions. Reaching users on their mobile devices poses challenges regarding appropriate user selection and user's state to respond to any data queries. We present a context-aware framework to support collaborative data gathering app...]]></description>
  <dc:date>1999-11-30</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/resource/html/id/149/MATA-2005-keynote">
  <title><![CDATA[MATA 2005 keynote]]></title>
  <link>http://ebiquity.umbc.edu/resource/html/id/149/MATA-2005-keynote</link>
  <description><![CDATA[A presentation from a keynote talk at the 2005 MATA workshop.

A multiagent systems paradigm has emerged in which autonomous, cooperating processes use rich communication languages and protocols to exchange information and knowledge, share goals and tasks, and coordinate their activities. This vision offers ways to exploit new opportunities of and solve problems created by the Internet and Web. Yet multiagent systems have not yet found broad application. The vision is sound and is being re-...]]></description>
  <dc:date>2005-10-18</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/resource/html/id/313/Privacy-Preservation-in-Context-Aware-Systems">
  <title><![CDATA[Privacy Preservation in Context Aware Systems]]></title>
  <link>http://ebiquity.umbc.edu/resource/html/id/313/Privacy-Preservation-in-Context-Aware-Systems</link>
  <dc:date>2011-05-04</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/resource/html/id/312/Privacy-Preservation-in-Context-Aware-Systems">
  <title><![CDATA[Privacy Preservation in Context-Aware Systems]]></title>
  <link>http://ebiquity.umbc.edu/resource/html/id/312/Privacy-Preservation-in-Context-Aware-Systems</link>
  <description><![CDATA[Recent years have seen a confluence of two major trends – the increase of mobile devices such as smart phones as the primary access point to networked information and the rise of social media platforms that connect people. Their convergence supports the emergence of a new class of context-aware geosocial networking applications. While existing systems focus mostly on location, our work centers on models for representing and reasoning about a more inclusive and higher-level notion of context...]]></description>
  <dc:date>2011-04-27</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/resource/html/id/132/Sensor-Cluster-Ontology">
  <title><![CDATA[Sensor Cluster Ontology]]></title>
  <link>http://ebiquity.umbc.edu/resource/html/id/132/Sensor-Cluster-Ontology</link>
  <description><![CDATA[Describes states of a cluster of sensor nodes depending upon states of individual nodes in the cluster.]]></description>
  <dc:date>2005-08-05</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>
</rdf:RDF>
