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  Faculty Profile  Faculty ProfileLast Modified Time: 11:46:46 AM Wed, 8 Oct 2014 
 Yan  Huang
 Contact Information
Yan Huang
Associate Professor-Computer Science and Engineering
Office LocationF251 
Email  yan.huang@unt.edu    Contact Number (940) 369-8353    Web Link Web Link   
Graduate Faculty Membership Status: Full Membership -Permanent   
toggle toggle  Professional Preparation
 Degree Major/Thesis/Dissertation Institution Year
Ph.D. Computer Science University of Minnesota 2003
B.S. Computer Science Beijing University 1997
toggle toggle Courses Taught By Semester --- Organized Classes will be uploaded from THECB Data file
SemesterSubjectCourse NumberSectionCourse NameCalculated Semester Credit HoursSyllabus 
Fall 2014CSCE4350001Introduction to Database Systems Design Download Syllabus
Fall 2012CSCE4350001Introduction to Database Systems Design Download Syllabus
Spring 2010CSCE6350001Advanced Topics in Database Design75 
Fall 2010CSCE5380001Data Mining72 
Fall 2010CSCE5350001Database Systems I117 
Fall 2009CSCE5380001Data Mining87 
Fall 2009CSCE5350001Database Systems I120 
toggle toggle  Research and Expertise
spatio-temporal databases and mining, geo-stream data processing, spatial data integration, and geographic information systems (GIS)
toggle toggle Appointments
Duration (YYYY - YYYY or Present)RankDepartment / SchoolCollege / OfficeUniversity / Company
2009-PresentAssociate ProfessorComputer Science and EngineeringEngineeringUniversity of North Texas
2003-2009Assistant ProfessorCoomputer Science and EngineeringEngineeringUniversity of North Texas
toggle toggle Faculty Workload
Duration (YYYY - YYYY)Percentage TeachingPercentage ResearchPercentage Service
toggle toggle Publications
  Type  Publications per page   
1  2 3 4 5 6 7 8 9 
  YearPublication  Type
Low Cost Region Detection from Distributed Sensor Observations in proc. of 11th International Conference on Mobile Data Management, Best Paper Runner Up
Chengyang Zhang, Yan Huang
Conference paper
Remote Near-Real-Time Environmental Monitoring with Integrated Wired and Wireless Sensors Springer/ACM Wireless Networks 16(4): 1091-1108
Jue Yang, Chengyang Zhang, Xinrong Li, Yan Huang, Shengli Fu, Miguel Acevedo
Springer/ACM Wiireless Networks
Refereed(Peer reviewed) Journals
T-Drive: Driving Directions Based on Taxi Trajectories in proc. of The ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL GIS ) , pages: 99-108, Best Paper Runner Up
Jing Yuan, Yu Zheng, Chengyang Zhang, Wenlei Xie, Xing Xie, Guangzhong Sun, Yan Huang
Quering Streaming Point Clusters as Regions in proc. of 1st International Workshop on GeoStreaming, Best Paper Runner Up
Chengyang Zhang, Yan Huang
Conference paper
Privacy Preserving Group Nearest Neighbour Queries in Location-based Services using Cryptographic Techniques in proc. of IEEE Global Communications Conference, pages 1-5
Yan Huang, Roopa Vishwanathan
Conference paper
toggle toggle External Funding
 Performance PeriodTitleSponsorFundingRoleStatus
2010-2013III: Small: AegisDB: Integrated Real-Time Geo-Stream Processing and Monitoring System: A Data-Type-Based ApproachNational Science Foundation$450,562Principal InvestigatorActive
2009-2011Low Cost Wireless Network Camera Sensors for Data Collection and Traffic MonitoringTexas Department of Transporation (TXDoT)$138,178Principal InvestigatorActive
2008-2010SGER: Detecting and Maintaining Evolving Regions from Spatially and Temporally Varying Observations for Monitoring and AlertingNational Science Foundation$90,000Principal InvestigatorCompleted
2007-2010CRI: IAD Infrastructure for Environmental Monitoring and Modeling using Large-Scale Sensor NetworksNational Science Foundation$250,000Principal InvestigatorActive
2006-2009CI-TEAM Demonstration Project: Engaging Local Governments, Teachers and Students in CI for Environmental Monitoring and ModelingNational Science Foundation$250,000Co-PICompleted
2006-2009Energy Efficient Map Interpolation from Sensor FieldsTexas Advanced Research Program$100,000Principal InvestigatorCompleted
2004-2005Query the Content of Material Science Images: an Integration of SQL and Map AlgebraOak Ridge National Lab$10,000Principal InvestigatorCompleted
2004-PresentTX DOT Research Technical Assistance Panels in Support of the TX DOT Research ProgramTexas Department of Transporation (TXDoT)1,500Principal InvestigatorActive
toggle toggle Peer Reviewer Activities
YearAgency/OrganizationField of Expertise
2011SIM3, MDM 
2007ICMLA, ICTAI, MDMM, SSTDM, ACMGIS (treasurer), FSKD (publicity chair), CIDM 
2006AIDM, DMSN, ICMLA, ICDM, WMDP, ICTAI, SIAM DM (session chair for collaborative mining), PAKDD 
2005-Several times as panelist for National Sicence Foundationspatial databases
2004IADIS Applied Computing, ACM GIS, GBDM 
2004-Texas Department of Transportation RMC 4, TAP member 
2003-Frequent reviewer for: VLDB journal , Geoinformatica, Computers, Environment and Urban Systems, Computers & Geosciences, DMKD, TKDE, KAIS, Journal of Data & Knowledge Engineering (DKE), Theoretical Computer Science, Pervasive and Mobile Computing ... 
toggle toggle Teaching
Advanced Database Systems
Web Link
The content various from each offering. A description of a recent offering is described below:

This course treats a specific advanced topic of current research interest in the area of spatio-temporal data processing and mining. The main objective of this class is to study research methods and literature in streaming database systems. Core research skills of literature analysis, innovation, evaluation of new ideas, and communication are emphasized via homework and projects. Most students may like to get a broad overview of the research topics, methodologies, major results, open problems and potential future directions. Major topics include: route prediction, spatio-temporal algorithms and data structures, spatio-temporal networks, geo-web, location-based social networks, and geo-stream databases.

Data Mining
Web Link
This course will provide a broad and rapid introduction to the field of data mining. We will provide a general introduction to main data mining tasks, e.g. classification, clustering, association rules, and outlier detection, and some of the latest developments, e.g. mining spatial data and web data.

Data Structures
Web Link
This course provides an introduction to the design and analysis of fundamental data structures and algorithms. Basic data structures to be covered including arrays, lists, stacks, queues, trees, heaps, priority queues, hash tables, and graphs. Algorithms include searching, sorting, tree and graph traversal using the above data structures. Algorithm analysis techniques will be emphasized when using the data structures for designing efficient algorithms. The objectives of this course are:

- Understand graph representations and algorithms.
- Understand time and space analysis for both iterative and recursive algorithms and be able to prove the correctness a non-trivial algorithm.
- Be able to translate high-level, abstract data structure descriptions into concrete code.
- Understand how real-world problems map to abstract graph problems.
- Be able to communicate clearly and precisely about the correctness and analysis of basic algorithms (both oral and written communication).A special emphasis is placed on programming and hands-on experience, meant to reinforce the theoretical aspects covered in lectures.

Database Design
Web Link
To give the students a solid understanding of the design and implementation of database management systems. At the end of the course, students will know how to design a database from conceptual level, covert the conceptual design to relational databases, writ SQL queries to retrieve relevant data from databases, and relational database theories that guild a good database design. Advanced topics such as transaction, access methods, query processing, data warehousing as well as emerging technology such as XML and data mining will be introduced.

toggle toggle Mentoring/Advising
Duration (YYYY - YYYY or Present)Student NameClassificationTypeProject/Thesis/Dissertation
2009-PresentJason PowellPh.D.Graduate Research 
2007-PresentRoopa VishwanathanPh.D.Graduate Research 
2007-PresentShu ChenPh.D.Graduate Research 
2006-PresentChengyang ZhangPh.D.Graduate Research 
2004-PresentTerry GriffinPh.D.Graduate Research 
2007-2009Cai ChenMaster's thesisGraduate Research 
2004-2006Xiaohui LiMaster's thesisGraduate Research 
2003-2006Liqin ZhangPh.D. studentGraduate Research 
2003-2005Ping YuMaster's thesisGraduate Research 
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