Search Results - "Eftelioglu, Emre"

Spatiotemporal Data Mining: A Computational Perspective by Shekhar, Shashi, Jiang, Zhe, Ali, Reem, Eftelioglu, Emre, Tang, Xun, Gunturi, Venkata, Zhou, Xun

“…Explosive growth in geospatial and temporal data as well as the emergence of new technologies emphasize the need for automated discovery of spatiotemporal…”
Get full text

Transdisciplinary Foundations of Geospatial Data Science by Xie, Yiqun, Eftelioglu, Emre, Ali, Reem, Tang, Xun, Li, Yan, Doshi, Ruhi, Shekhar, Shashi

“…Recent developments in data mining and machine learning approaches have brought lots of excitement in providing solutions for challenging tasks (e.g., computer…”
Get full text

Ring-Shaped Hotspot Detection by Eftelioglu, Emre, Shekhar, Shashi, Kang, James M., Farah, Christopher C.

“…Given a set of activity points (e.g., crime, disease locations), Ring-Shaped Hotspot Detection (RHD) finds ring-shaped areas where the concentration of…”
Get full text

Spatial computing perspective on food energy and water nexus by Eftelioglu, Emre, Jiang, Zhe, Ali, Reem, Shekhar, Shashi

“…In the coming decades, the increasing world population is expected to grow the demand for food, energy, and water resources. In addition, these resources will…”
Get full text

Geospatial Data Science to Identify Patterns of Evasion by Eftelioglu, Emre

“…Over the last decade, there has been a significant growth in the availability of cheap raw spatial data in the form of GPS trajectories, activity/event…”
Get full text

Significant Linear Hotspot Discovery by Xun Tang, Eftelioglu, Emre, Oliver, Dev, Shekhar, Shashi

“…Given a spatial network and a collection of activities (e.g., pedestrian fatality reports, crime reports), Significant Linear Hotspot Discovery (SLHD) finds…”
Get full text

Discovering non-compliant window co-occurrence patterns by Ali, Reem Y., Gunturi, Venkata M. V., Kotz, Andrew J., Eftelioglu, Emre, Shekhar, Shashi, Northrop, William F.

“…Given a set of trajectories annotated with measurements of physical variables, the problem of Non-compliant Window Co-occurrence (NWC) pattern discovery aims…”
Get full text

Geographically Robust Hotspot Detection: A Summary of Results by Eftelioglu, Emre, Xun Tang, Shekhar, Shashi

“…Given a set of points in two dimensional space, a minimum radius, a minimum log likelihood ratio and a significance threshold, Geographically Robust Hotspot…”
Get full text

Ring-Shaped Hotspot Detection: A Summary of Results by Eftelioglu, Emre, Shekhar, Shashi, Oliver, Dev, Xun Zhou, Evans, Michael R., Yiqun Xie, Kang, James M., Laubscher, Renee, Farah, Christopher

“…Given a collection of geo-located activities (e.g., Crime reports), ring-shaped hotspot detection (RHD) finds rings, where concentration of activities inside…”
Get full text