Yao-Yi Chiang

Automated Extraction of Human Settlement Patterns From Historical Topographic Map Series Using Weakly Supervised Convolutional Neural Networks

Craig A. Knoblock, Johannes H. Uhl, Stefan Leyk, 2020, IEEE Access.

Training Deep Learning Models for Geographic Feature Recognition from Historical Maps

Craig A. Knoblock, Johannes H. Uhl, Stefan Leyk, 2019 .

Building Linked Spatio-Temporal Data from Vectorized Historical Maps

Craig A. Knoblock, Johannes H. Uhl, Stefan Leyk, 2020, ESWC.

An Automatic Approach for Generating Rich, Linked Geo-Metadata from Historical Map Images

Craig A. Knoblock, Sasan Tavakkol, Johannes H. Uhl, 2020, KDD.

Kartta Labs: Collaborative Time Travel pdf

Cyrus Shahabi, Mark Phillips, Sasan Tavakkol, 2020, HICSS.

Automatic alignment of contemporary vector data and georeferenced historical maps using reinforcement learning

Craig A. Knoblock, Johannes H. Uhl, Stefan Leyk, 2019, Int. J. Geogr. Inf. Sci..

Building Explainable Predictive Analytics for Location-Dependent Time-Series Data

Wei-Shinn Ku, José Luis Ambite, Sandrah P. Eckel, 2019, 2019 IEEE First International Conference on Cognitive Machine Intelligence (CogMI).

Historical Map Applications and Processing Technologies

Craig A. Knoblock, Johannes H. Uhl, Stefan Leyk, 2020 .

A Review of Air Quality Modeling

Hervé Delbarre, Anton Sokolov, Yijun Lin, 2020 .