Emre Eftelioglu

According to our database, Emre Eftelioglu authored at least 26 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Fragile Earth: Generative and Foundational Models for Sustainable Development.

Emre Eftelioglu, Bistra Dilkina, Naoki Abe, Ramakrishnan Kannan, Yuzhou Chen, Yulia R. Gel, Kathleen Buckingham, Auroop R. Ganguly, James Hodson, Jiafu Mao

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

2023

Fragile Earth: AI for Climate Sustainability - From Wildfire Disaster Management to Public Health and Beyond.

Naoki Abe, Kathleen Buckingham, Yuzhou Chen, Bistra Dilkina, Emre Eftelioglu, Auroop R. Ganguly, Yulia R. Gel, James Hodson, Ramakrishnan Kannan, Huikyo Lee, Jiafu Mao, Rose Yu

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

A Highly Efficient and Effective Attribute Learning Framework for Road Graph from Aerial Imagery and GPS.

Yang He, Emre Eftelioglu, Mohammed N. Moustafa, Amber Roy Chowdhury

Proceedings of the 11th ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, 2023

2022

Fragile Earth: AI for Climate Mitigation, Adaptation, and Environmental Justice.

Naoki Abe, Kathleen Buckingham, Bistra Dilkina, Emre Eftelioglu, Auroop R. Ganguly, James Hodson, Ramakrishnan Kannan, Rose Yu

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

High-accuracy GNSS localization with low-cost.

ABM Musa, Chris Baker, Emre Eftelioglu, Amber Roy Chowdhury

Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022

Deep classification of frequently-changing activities from GPS trajectories.

Emre Eftelioglu, Gil Wolff, Sai Krishna Tejaswi Nimmagadda, Vishal Kumar, Amber Roy Chowdhury

Proceedings of the 15th ACM SIGSPATIAL International Workshop on Computational Transportation Science, 2022

RING-Net: road inference from GPS trajectories using a deep segmentation network.

Emre Eftelioglu, Ravi Garg, Vaibhav Kango, Chintan Gohil, Amber Roy Chowdhury

Proceedings of the 10th ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, 2022

2021

Fragile Earth: Accelerating Progress towards Equitable Sustainability.

Naoki Abe, Kathleen Buckingham, Bistra Dilkina, Emre Eftelioglu, Auroop R. Ganguly, James Hodson, Ramakrishnan Kannan

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

2020

Data Science for Earth: An Earth Day Report.

Emre Eftelioglu, Shashi Shekhar, James Hudson, Lucas Joppa, Chaitanya K. Baru, Vandana P. Janeja

SIGKDD Explor., 2020

2018

Urban analytics in the context of public safety: the case of avoidance patterns.

Emre Eftelioglu

ACM SIGSPATIAL Special, 2018

Avoidance Region Discovery: A Summary of Results.

Emre Eftelioglu, Xun Tang, Shashi Shekhar

Proceedings of the 2018 SIAM International Conference on Data Mining, 2018

2017

Ring-Shaped Hotspot Detection.

Emre Eftelioglu

Proceedings of the Encyclopedia of GIS., 2017

Geometric Median.

Emre Eftelioglu

Proceedings of the Encyclopedia of GIS., 2017

Significant Linear Hotspot Discovery.

Xun Tang, Emre Eftelioglu, Dev Oliver, Shashi Shekhar

IEEE Trans. Big Data, 2017

Transdisciplinary Foundations of Geospatial Data Science.

Yiqun Xie, Emre Eftelioglu, Reem Y. Ali, Xun Tang, Yan Li, Ruhi Doshi, Shashi Shekhar

ISPRS Int. J. Geo Inf., 2017

Discovering non-compliant window co-occurrence patterns.

Reem Y. Ali, Venkata M. V. Gunturi, Andrew J. Kotz, Emre Eftelioglu, Shashi Shekhar, William F. Northrop

GeoInformatica, 2017

Detecting Isodistance Hotspots on Spatial Networks: A Summary of Results.

Xun Tang, Emre Eftelioglu, Shashi Shekhar

Proceedings of the Advances in Spatial and Temporal Databases, 2017

2016

Ring-Shaped Hotspot Detection.

Emre Eftelioglu, Shashi Shekhar, James M. Kang, Christopher Farah

IEEE Trans. Knowl. Data Eng., 2016

Mining Network Hotspots with Holes: A Summary of Results.

Emre Eftelioglu, Yan Li, Xun Tang, Shashi Shekhar, James M. Kang, Christopher Farah

Proceedings of the Geographic Information Science - 9th International Conference, 2016

A generic dual grid pruning approach for significant hotspot detection.

Emre Eftelioglu

Proceedings of the 3rd ACM SIGSPATIAL PhD Symposium, 2016

Supply-demand ratio and on-demand spatial service brokers: a summary of results.

Reem Y. Ali, Emre Eftelioglu, Shashi Shekhar, Shounak Athavale, Eric D. Marsman

Proceedings of the 9th ACM SIGSPATIAL International Workshop on Computational Transportation Science, 2016

2015

Spatiotemporal Data Mining: A Computational Perspective.

Shashi Shekhar, Zhe Jiang, Reem Y. Ali, Emre Eftelioglu, Xun Tang, Venkata M. V. Gunturi, Xun Zhou

ISPRS Int. J. Geo Inf., 2015

Geographically Robust Hotspot Detection: A Summary of Results.

Emre Eftelioglu, Xun Tang, Shashi Shekhar

Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

Elliptical Hotspot Detection: A Summary of Results.

Xun Tang, Emre Eftelioglu, Shashi Shekhar

Proceedings of the 4th International ACM SIGSPATIAL Workshop on Analytics for Big Geospatial Data, 2015

2014

Ring-Shaped Hotspot Detection: A Summary of Results.

Emre Eftelioglu, Shashi Shekhar, Dev Oliver, Xun Zhou, Michael R. Evans, Yiqun Xie, James M. Kang, Renee Laubscher, Christopher Farah

Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Significant Route Discovery: A Summary of Results.

Dev Oliver, Shashi Shekhar, Xun Zhou, Emre Eftelioglu, Michael R. Evans, Qiaodi Zhuang, James M. Kang, Renee Laubscher, Christopher Farah

Proceedings of the Geographic Information Science - 8th International Conference, 2014