RESEARCH PROJECTS

Modelling Spatio-Temporal Co-occurrence Patterns (2006-2008)

• Project Website

SEI:Spatio-Temporal Data Analysis Techniques for Behavioral Ecology/h3>

• Project Website

Spatial Data Mining

• Spatial Data Mining: Three Case Studies PowerPoint
• Mining for Spatial Patterns PowerPoint

Data Mining on NASA Earth Science Data

• Discovery of Changes from the Global Carbon Cycle and Climate System Using Data Mining

Data Mining on Weather, NASA and Traffic Data

• Data Mining on Weather Data
• Data Mining on Traffic, NASA and Weather Datasets using MapCube as part of the Tech Transfer for AHPCRC.

Spatial Outlier Detection

• Application in Traffic Data Set: NSF Nugget
• Powerpoint Slide for NSF Nugget

MnDOT Evacuation Project

• Metro Evac Project Space
• Metro Evac Software Link (User Authentication Required)
• Contra-Flow Project Space

CTS (Center of Transportation Study) Project

• CTS Final Report(ps), 2003
• Road User Charge System Final Report,2003(MN/DOT)

Map Cube

High Performance Spatial Visualization of Traffic Data

• Final Report
  • Abstract
  • PostScript Format (27M)
  • Acrobat PDF Format (1.1M)
• Talk Slides
  • Demo Talk ( Microsoft Power Point Slides ) (Spring 2002)
• Software Prototype
  • Current version (Spring 2002)
  • 2001 version (Spring 2001)
  • Old version (Fall 2000)
• MNDOT Slide PS, PDF
• Outlier Detection Slide PS, PDF
• AHPCRC Slide PowerPoint
• Traffic Data and Conversion Code Directory Link

Traffic Data Archival

• Data Archival Report (tar file)

Capacity Constrained Routing

• Evacuation Planning slides Powerpoint
• The High Performance Evacuation Planning software as part of the Tech Transfer for AHPCRC.

Parallel Spatial Auto-regression (SAR) Model solution

• Parallel Spatial Auto-regression Model Solution software for spatial data mining as part of the Tech Transfer for AHPCRC.

Predicting (filling) missing values in soil maps

• An application of Spatial Auto-regression (SAR) Model (a.k.a. SAM)
  Joint project with Topographic Engineering Center (TEC), Army Research Labs (ARL) and AHPCRC.

Multi-Type Nearest Neighbor Query

• PowerPoint Presentation : Slides

Other Projects

• Crime Mapping Application (2007) CrimeStat III Libraries
  
• Multiscale Multigranular Classification (2006) MSMG
  
• Mobile Mapping Application UMap(Spring 2001)
  
• Java Interactive Routing for Minneapolis (1996) Graphical User Inerface
• Configurable Web Crawler Application Crawler(Spring 2001)