Yao-Yi Chiang

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Craig A. KnoblockKeston Executive Director, USC Information Sciences InstituteVerified email at isi.edu
Stefan LeykUniversity of Colorado BoulderVerified email at colorado.edu
Johannes H. UhlEuropean Commission - Joint Research Centre (JRC)Verified email at colorado.edu
Cyrus ShahabiProfessor of Computer Science, University of Southern CaliforniaVerified email at usc.edu
Weiwei DuanUniversity of Southern CaliforniaVerified email at usc.edu
Jose-Luis AmbiteAssociate Research Professor, Computer Science; Research Team Leader, Information Sciences InstituteVerified email at isi.edu
Zekun LiUniversity of Minnesota Twin CitiesVerified email at umn.edu
Sandrah P EckelAssociate Professor, Division of Biostatistics, University of Southern CaliforniaVerified email at usc.edu
Ying ZhangSchool of Control and Computer EngineeringVerified email at ncepu.edu.cn
Rima Habre, ScD, MScAssociate Professor of Environmental Health and Spatial SciencesVerified email at usc.edu
Basel ShbitaResearch Assistant, Information Sciences InstituteVerified email at usc.edu
Meredith FranklinUniversity of TorontoVerified email at usc.edu
Dimitris StripelisUniversity of Southern CaliforniaVerified email at isi.edu
YaGuang LiGoogle DeepMindVerified email at google.com
Huiyu DengCity of HopeVerified email at coh.org
Trang VoPhamFred Hutchinson Cancer CenterVerified email at fredhutch.org
Jaime E HartChanning Division of Network Medicine, Brigham and Women's Hospital and Harvard Medical SchoolVerified email at channing.harvard.edu
Kenan LiAssistant Professor, Saint Louis UniversityVerified email at slu.edu
Binh VuUniversity of Southern California, Information Sciences InstituteVerified email at usc.edu
Sasan TavakkolGoogle ResearchVerified email at google.com

Yao-Yi Chiang

Associate Professor, Computer Science & Engineering, University of Minnesota

Verified email at umn.edu - Homepage

spatial AI data mining machine learning geographic information science computer vision


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Emerging trends in geospatial artificial intelligence (geoAI): potential applications for environmental epidemiology T VoPham, JE Hart, F Laden, YY Chiang Environmental Health 17, 1-6, 2018	218	2018
A survey of digital map processing techniques YY Chiang, S Leyk, CA Knoblock ACM Computing Surveys (CSUR) 47 (1), 1-44, 2014	151	2014
Automatically and accurately conflating road vector data, street maps, and orthoimagery CC Chen, C Knoblock, C Shahabi, YY Chiang US Patent App. 11/169,076, 2007	144	2007
Exploiting spatiotemporal patterns for accurate air quality forecasting using deep learning Y Lin, N Mago, Y Gao, Y Li, YY Chiang, C Shahabi, JL Ambite Proceedings of the 26th ACM SIGSPATIAL international conference on advances …, 2018	127	2018
Automatically and accurately conflating orthoimagery and street maps CC Chen, CA Knoblock, C Shahabi, YY Chiang, S Thakkar Proceedings of the 12th annual ACM international workshop on Geographic …, 2004	97	2004
Efficient deployment of electric vehicle charging infrastructure: Simultaneous optimization of charging station placement and charging pile assignment Y Zhang, Y Wang, F Li, B Wu, YY Chiang, X Zhang IEEE Transactions on Intelligent Transportation Systems 22 (10), 6654-6659, 2020	85	2020
Automatic and accurate extraction of road intersections from raster maps YY Chiang, CA Knoblock, C Shahabi, CC Chen GeoInformatica 13, 121-157, 2009	74	2009
System and method for fusing geospatial data CC Chen, CA Knoblock, C Shahabi, YY Chiang US Patent 7,660,441, 2010	73	2010
A general approach for extracting road vector data from raster maps YY Chiang, CA Knoblock International Journal on Document Analysis and Recognition (IJDAR) 16, 55-81, 2013	65	2013
Using historical maps in scientific studies: Applications, challenges, and best practices YY Chiang, W Duan, S Leyk, JH Uhl, CA Knoblock Springer Publishing Company, Incorporated, 2019	56	2019
Recognizing text in raster maps YY Chiang, CA Knoblock GeoInformatica 19, 1-27, 2015	56	2015
Automatic extraction of road intersection position, connectivity, and orientations from raster maps YY Chiang, CA Knoblock Proceedings of the 16th ACM SIGSPATIAL international conference on Advances …, 2008	55	2008
Automatic extraction of road intersections from raster maps YY Chiang, CA Knoblock, CC Chen Proceedings of the 13th annual ACM international workshop on Geographic …, 2005	55	2005
Map archive mining: visual-analytical approaches to explore large historical map collections JH Uhl, S Leyk, YY Chiang, W Duan, CA Knoblock ISPRS international journal of geo-information 7 (4), 148, 2018	53	2018
Mining public datasets for modeling intra-city PM2. 5 concentrations at a fine spatial resolution Y Lin, YY Chiang, F Pan, D Stripelis, JL Ambite, SP Eckel, R Habre Proceedings of the 25th ACM SIGSPATIAL international conference on advances …, 2017	51	2017
Automated extraction of human settlement patterns from historical topographic map series using weakly supervised convolutional neural networks JH Uhl, S Leyk, YY Chiang, W Duan, CA Knoblock IEEE Access 8, 6978-6996, 2019	48	2019
Extracting human settlement footprint from historical topographic map series using context-based machine learning JH Uhl, S Leyk, YY Chiang, W Duan, CA Knoblock 8th International Conference of Pattern Recognition Systems (ICPRS 2017), 1-6, 2017	46	2017
Automatic alignment of contemporary vector data and georeferenced historical maps using reinforcement learning W Duan, YY Chiang, S Leyk, JH Uhl, CA Knoblock International Journal of Geographical Information Science 34 (4), 824-849, 2020	45	2020
Efficient and robust graphics recognition from historical maps YY Chiang, S Leyk, CA Knoblock Graphics Recognition. New Trends and Challenges: 9th International Workshop …, 2013	44	2013
Artificial intelligence for modeling complex systems: taming the complexity of expert models to improve decision making Y Gil, D Garijo, D Khider, CA Knoblock, V Ratnakar, M Osorio, H Vargas, ... ACM Transactions on Interactive Intelligent Systems 11 (2), 1-49, 2021	43	2021

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