Craig A. Knoblock

ORCID

Publication Activity (10 Years)

Years Active: 1989-2024
Publications (10 Years): 56

Top Venues

Publications

Basel Shbita, Craig A. Knoblock
Automatically Constructing Geospatial Feature Taxonomies from OpenStreetMap Data. ICSC (2024)
Basel Shbita, Craig A. Knoblock, Weiwei Duan, Yao-Yi Chiang, Johannes H. Uhl, Stefan Leyk
Building spatio-temporal knowledge graphs from vectorized topographic historical maps. Semantic Web 14 (3) (2023)
Minh Pham, Craig A. Knoblock, Muhao Chen
Detecting Semantic Errors in Tables using Textual Evidence. BigData (2023)
Fandel Lin, Craig A. Knoblock, Basel Shbita, Binh Vu, Zekun Li, Yao-Yi Chiang
Exploiting Polygon Metadata to Understand Raster Maps - Accurate Polygonal Feature Extraction. SIGSPATIAL/GIS (2023)
Fandel Lin, Craig A. Knoblock
Indirect Cooperation in Distributed Stationary-Resource Searching with Predefined Destinations. SIGSPATIAL/GIS (2023)
Johannes H. Uhl, Stefan Leyk, Yao-Yi Chiang, Craig A. Knoblock
Towards the automated large-scale reconstruction of past road networks from historical maps. Comput. Environ. Urban Syst. 94 (2022)
Johannes H. Uhl, Stefan Leyk, Yao-Yi Chiang, Craig A. Knoblock
Towards the automated large-scale reconstruction of past road networks from historical maps. CoRR (2022)
Binh Vu, Craig A. Knoblock
SAND : A Tool for Creating Semantic Descriptions of Tabular Sources. ESWC (Satellite Events) (2022)
Binh Vu, Craig A. Knoblock, Pedro A. Szekely, Minh Pham, Jay Pujara
A Graph-Based Approach for Inferring Semantic Descriptions of Wikipedia Tables. ISWC (2021)
Zekun Li, Runyu Guan, Qianmu Yu, Yao-Yi Chiang, Craig A. Knoblock
Synthetic Map Generation to Provide Unlimited Training Data for Historical Map Text Detection. CoRR (2021)
Johannes H. Uhl, Stefan Leyk, Zekun Li, Weiwei Duan, Basel Shbita, Yao-Yi Chiang, Craig A. Knoblock
Combining Remote-Sensing-Derived Data and Historical Maps for Long-Term Back-Casting of Urban Extents. Remote. Sens. 13 (18) (2021)
Minh Pham, Craig A. Knoblock, Muhao Chen, Binh Vu, Jay Pujara
SPADE: A Semi-supervised Probabilistic Approach for Detecting Errors in Tables. IJCAI (2021)
Yolanda Gil, Daniel Garijo, Deborah Khider, Craig A. Knoblock, Varun Ratnakar, Maximiliano Osorio, Hernán Vargas, Minh Pham, Jay Pujara, Basel Shbita, Binh Vu, Yao-Yi Chiang, Dan Feldman, Yijun Lin, Hayley Song, Vipin Kumar, Ankush Khandelwal, Michael S. Steinbach, Kshitij Tayal, Shaoming Xu, Suzanne A. Pierce, Lissa Pearson, Daniel Hardesty-Lewis, Ewa Deelman, Rafael Ferreira da Silva, Rajiv Mayani, Armen R. Kemanian, Yuning Shi, Lorne Leonard, Scott D. Peckham, Maria Stoica, Kelly M. Cobourn, Zeya Zhang, Christopher J. Duffy, Lele Shu
Artificial Intelligence for Modeling Complex Systems: Taming the Complexity of Expert Models to Improve Decision Making. ACM Trans. Interact. Intell. Syst. 11 (2) (2021)
Weiwei Duan, Yao-Yi Chiang, Stefan Leyk, Johannes H. Uhl, Craig A. Knoblock
A Label Correction Algorithm Using Prior Information for Automatic and Accurate Geospatial Object Recognition. IEEE BigData (2021)
Zekun Li, Yao-Yi Chiang, Sasan Tavakkol, Basel Shbita, Johannes H. Uhl, Stefan Leyk, Craig A. Knoblock
An Automatic Approach for Generating Rich, Linked Geo-Metadata from Historical Map Images. CoRR (2021)
Zekun Li, Runyu Guan, Qianmu Yu, Yao-Yi Chiang, Craig A. Knoblock
Synthetic Map Generation to Provide Unlimited Training Data for Historical Map Text Detection. GeoAI@SIGSPATIAL (2021)
Weiwei Duan, Yao-Yi Chiang, Stefan Leyk, Johannes H. Uhl, Craig A. Knoblock
A Label Correction Algorithm Using Prior Information for Automatic and Accurate Geospatial Object Recognition. CoRR (2021)
Weiwei Duan, Yao-Yi Chiang, Stefan Leyk, Johannes H. Uhl, Craig A. Knoblock
Guided Generative Models using Weak Supervision for Detecting Object Spatial Arrangement in Overhead Images. IEEE BigData (2021)
Weiwei Duan, Yao-Yi Chiang, Stefan Leyk, Johannes H. Uhl, Craig A. Knoblock
Guided Generative Models using Weak Supervision for Detecting Object Spatial Arrangement in Overhead Images. CoRR (2021)
Weiwei Duan, Yao-Yi Chiang, Stefan Leyk, Johannes H. Uhl, Craig A. Knoblock
Automatic alignment of contemporary vector data and georeferenced historical maps using reinforcement learning. Int. J. Geogr. Inf. Sci. 34 (4) (2020)
Zekun Li, Yao-Yi Chiang, Sasan Tavakkol, Basel Shbita, Johannes H. Uhl, Stefan Leyk, Craig A. Knoblock
An Automatic Approach for Generating Rich, Linked Geo-Metadata from Historical Map Images. KDD (2020)
Johannes H. Uhl, Stefan Leyk, Yao-Yi Chiang, Weiwei Duan, Craig A. Knoblock
Automated Extraction of Human Settlement Patterns From Historical Topographic Map Series Using Weakly Supervised Convolutional Neural Networks. IEEE Access 8 (2020)
Basel Shbita, Craig A. Knoblock, Weiwei Duan, Yao-Yi Chiang, Johannes H. Uhl, Stefan Leyk
Building Linked Spatio-Temporal Data from Vectorized Historical Maps. ESWC (2020)
Avi Pfeffer, Curt Wu, Gerald Fry, Kenny Lu, Steve Marotta, Michael Reposa, Yuan Shi, T. K. Satish Kumar, Craig A. Knoblock, David Parker, Irfan Muhammad, Chris Novakovic
Software Adaptation for an Unmanned Undersea Vehicle. IEEE Softw. 36 (2) (2019)
Minh Pham, Craig A. Knoblock, Jay Pujara
Learning Data Transformations with Minimal User Effort. IEEE BigData (2019)
Ying Zhang, Qunfei Ma, Yao-Yi Chiang, Craig A. Knoblock, Xin Zhang, Puhai Yang, Minghe Gao, Xiang Hu
Extracting geographic features from the Internet: A geographic information mining framework. Knowl. Based Syst. 174 (2019)
Binh Vu, Craig A. Knoblock, Jay Pujara
Learning Semantic Models of Data Sources Using Probabilistic Graphical Models. WWW (2019)
Daniel Garijo, Deborah Khider, Varun Ratnakar, Yolanda Gil, Ewa Deelman, Rafael Ferreira da Silva, Craig A. Knoblock, Yao-Yi Chiang, Minh Pham, Jay Pujara, Binh Vu, Dan Feldman, Rajiv Mayani, Kelly M. Cobourn, Christopher J. Duffy, Armen R. Kemanian, Lele Shu, Vipin Kumar, Ankush Khandelwal, Kshitij Tayal, Scott D. Peckham, Maria Stoica, Anna Dabrowski, Daniel Hardesty-Lewis, Suzanne A. Pierce
An intelligent interface for integrating climate, hydrology, agriculture, and socioeconomic models. IUI Companion (2019)
Yolanda Gil, Suzanne A. Pierce, Hassan A. Babaie, Arindam Banerjee, Kirk D. Borne, Gary S. Bust, Michelle Cheatham, Imme Ebert-Uphoff, Carla P. Gomes, Mary C. Hill, John D. Horel, Leslie Hsu, Jim Kinter, Craig A. Knoblock, David M. Krum, Vipin Kumar, Pierre Lermusiaux, Yan Liu, Chris North, Victor Pankratius, Shanan Peters, Beth Plale, Allen Pope, Sai Ravela, Juan Restrepo, Aaron J. Ridley, Hanan Samet, Shashi Shekhar
Intelligent systems for geosciences: an essential research agenda. Commun. ACM 62 (1) (2019)
Binh Vu, Jay Pujara, Craig A. Knoblock
D-REPR: A Language for Describing and Mapping Diversely-Structured Data Sources to RDF. K-CAP (2019)
Yuan Shi, T. K. Satish Kumar, Craig A. Knoblock
Automatic Adaptation to Sensor Replacements. FLAIRS Conference (2019)
T. K. Satish Kumar, Zhi Wang, Anoop Kumar, Craig Milo Rogers, Craig A. Knoblock
On the Linear Programming Duals of Temporal Reasoning Problems. ISAIM (2018)
Johannes H. Uhl, Stefan Leyk, Yao-Yi Chiang, Weiwei Duan, Craig A. Knoblock
Map Archive Mining: Visual-Analytical Approaches to Explore Large Historical Map Collections. ISPRS Int. J. Geo Inf. 7 (4) (2018)
Xiang Ren, Craig A. Knoblock, William Yang Wang, Yu Su
First Workshop on Knowledge Base Construction, Mining and Reasoning. WSDM (2018)
T. K. Satish Kumar, Hong Xu, Zheng Tang, Anoop Kumar, Craig Milo Rogers, Craig A. Knoblock
Alert Generation in Execution Monitoring Using Resource Envelopes. FLAIRS Conference (2018)
Yuan Shi, T. K. Satish Kumar, Craig A. Knoblock
Constraint-Based Learning for Sensor Failure Detection and Adaptation. ICTAI (2018)
T. K. Satish Kumar, Zhi Wang, Anoop Kumar, Craig Milo Rogers, Craig A. Knoblock
Load Scheduling of Simple Temporal Networks Under Dynamic Resource Pricing. AAAI (2018)
Mayank Kejriwal, Pedro A. Szekely, Craig A. Knoblock
Investigative Knowledge Discovery for Combating Illicit Activities. IEEE Intell. Syst. 33 (1) (2018)
Johannes H. Uhl, Stefan Leyk, Yao-Yi Chiang, Weiwei Duan, Craig A. Knoblock
Spatialising uncertainty in image segmentation using weakly supervised convolutional neural networks: a case study from historical map processing. IET Image Process. 12 (11) (2018)
Rahul Gupta, Jay Pujara, Craig A. Knoblock, Shushyam M. Sharanappa, Bharat Pulavarti, Gerard Hoberg, Gordon Phillips
Feature Selection Methods For Understanding Business Competitor Relationships. DSMM@SIGMOD (2018)
Chun Lin, Hang Su, Craig A. Knoblock, Yao-Yi Chiang, Weiwei Duan, Stefan Leyk, Johannes H. Uhl
Building Linked Data from Historical Maps. SemSci@ISWC (2018)
Craig A. Knoblock, Pedro A. Szekely, Eleanor E. Fink, Duane Degler, David Newbury, Robert Sanderson, Kate Blanch, Sara Snyder, Nilay Chheda, Nimesh Jain, Ravi Raju Krishna, Nikhila Begur Sreekanth, Yixiang Yao
A Demonstration of Tools for Building Linked Data for the American Art Collaborative. ISWC (Posters, Demos & Industry Tracks) (2017)
T. K. Satish Kumar, Hong Xu, Zheng Tang, Anoop Kumar, Craig Milo Rogers, Craig A. Knoblock
A Distributed Logical Filter for Connected Row Convex Constraints. ICTAI (2017)
Eric Heiden, Gerard Hoberg, Craig A. Knoblock, Palak Modi, Gordon Phillips, Gaurangi Raul, Pedro A. Szekely
Web Text-based Network Industry Classifications: Preliminary Results. DSMM@SIGMOD (2017)
Yuan Shi, Craig A. Knoblock
Learning with Previously Unseen Features. IJCAI (2017)
Craig A. Knoblock, Pedro A. Szekely, Eleanor E. Fink, Duane Degler, David Newbury, Robert Sanderson, Kate Blanch, Sara Snyder, Nilay Chheda, Nimesh Jain, Ravi Raju Krishna, Nikhila Begur Sreekanth, Yixiang Yao
Lessons Learned in Building Linked Data for the American Art Collaborative. ISWC (2) (2017)
Craig A. Knoblock, Aparna R. Joshi, Abhishek Megotia, Minh Pham, Chelsea Ursaner
Automatic Spatio-temporal Indexing to Integrate and Analyze the Data of an Organization. UrbanGIS@SIGSPATIAL (2017)
Weiwei Duan, Yao-Yi Chiang, Craig A. Knoblock, Vinil Jain, Dan Feldman, Johannes H. Uhl, Stefan Leyk
Automatic alignment of geographic features in contemporary vector data and historical maps. GeoAI@SIGSPATIAL (2017)
Christian Paul, Achim Rettinger, Aditya Mogadala, Craig A. Knoblock, Pedro A. Szekely
Efficient Graph-Based Document Similarity. ESWC (2016)
Minh Pham, Suresh Alse, Craig A. Knoblock, Pedro A. Szekely
Semantic Labeling: A Domain-Independent Approach. ISWC (1) (2016)
Linhong Zhu, Majid Ghasemi-Gol, Pedro A. Szekely, Aram Galstyan, Craig A. Knoblock
Unsupervised Entity Resolution on Multi-type Graphs. ISWC (1) (2016)
Mohsen Taheriyan, Craig A. Knoblock, Pedro A. Szekely, José Luis Ambite
Leveraging Linked Data to Discover Semantic Relations Within Data Sources. ISWC (1) (2016)
Mohsen Taheriyan, Craig A. Knoblock, Pedro A. Szekely, José Luis Ambite
Learning the Semantics of Structured Data Sources. CoRR (2016)
Bo Wu, Craig A. Knoblock
Maximizing Correctness with Minimal User Effort to Learn Data Transformations. IUI (2016)
Mohsen Taheriyan, Craig A. Knoblock, Pedro A. Szekely, José Luis Ambite
Learning the semantics of structured data sources. J. Web Semant. (2016)
Gleb Gawriljuk, Andreas Harth, Craig A. Knoblock, Pedro A. Szekely
A Scalable Approach to Incrementally Building Knowledge Graphs. TPDL (2016)
Pedro A. Szekely, Craig A. Knoblock, Jason Slepicka, Andrew Philpot, Amandeep Singh, Chengye Yin, Dipsy Kapoor, Prem Natarajan, Daniel Marcu, Kevin Knight, David Stallard, Subessware S. Karunamoorthy, Rajagopal Bojanapalli, Steven Minton, Brian Amanatullah, Todd Hughes, Mike Tamayo, David Flynt, Rachel Artiss, Shih-Fu Chang, Tao Chen, Gerald Hiebel, Lidia Silva Ferreira
Building and Using a Knowledge Graph to Combat Human Trafficking. ISWC (2) (2015)
Mohsen Taheriyan, Craig A. Knoblock, Pedro A. Szekely, José Luis Ambite, Yinyi Chen
Leveraging Linked Data to Infer Semantic Relations within Structured Sources. COLD (2015)
Karin Becker, Shiva Jahangiri, Craig A. Knoblock
A Quantitative Survey on the Use of the Cube. SemStats@ISWC (2015)
Yao-Yi Chiang, Craig A. Knoblock
Recognizing text in raster maps. GeoInformatica 19 (1) (2015)
Bo Wu, Craig A. Knoblock
An Iterative Approach to Synthesize Data Transformation Programs. IJCAI (2015)
Jason Slepicka, Chengye Yin, Pedro A. Szekely, Craig A. Knoblock
KR2RML: An Alternative Interpretation of R2RML for Heterogenous Sources. COLD (2015)
S. K. Ramnandan, Amol Mittal, Craig A. Knoblock, Pedro A. Szekely
Assigning Semantic Labels to Data Sources. ESWC (2015)
Craig A. Knoblock, Pedro A. Szekely
Exploiting Semantics for Big Data Integration. AI Mag. 36 (1) (2015)
Pedro A. Szekely, Craig A. Knoblock, Jason Slepicka, Chengye Yin, Andrew Philpot, Amandeep Singh, Dipsy Kapoor, Prem Natarajan, Daniel Marcu, Kevin Knight, David Stallard, Subessware S. Karunamoorthy, Rajagopal Bojanapalli, Steven Minton, Brian Amanatullah, Todd Hughes, Mike Tamayo, David Flynt, Rachel Artiss, Shih-Fu Chang, Tao Chen, Gerald Hiebel, Lidia Silva Ferreira
Using a Knowledge Graph to Combat Human Trafficking. ISWC (Posters & Demos) (2015)
Karin Becker, Xiaojie Tan, Shiva Jahangiri, Craig A. Knoblock
Finding, Assessing, and Integrating Statistical Sources for Data Mining. KNOW@LOD (2015)
Shrikanth S. Narayanan, Ayush Jaiswal, Yao-Yi Chiang, Yanhui Geng, Craig A. Knoblock, Pedro A. Szekely
Integration and Automation of Data Preparation and Data Mining. ICDM Workshops (2014)
Bo Wu, Pedro A. Szekely, Craig A. Knoblock
Minimizing user effort in transforming data by example. IUI (2014)
Bo Wu, Craig A. Knoblock
Iteratively Learning Conditional Statements in Transforming Data by Example. ICDM Workshops (2014)
Mihir Sathe, Craig A. Knoblock, Yao-Yi Chiang, Aaron Harris
A parallel query engine for interactive spatiotemporal analysis. SIGSPATIAL/GIS (2014)
Anastasia Dimou, Miel Vander Sande, Jason Slepicka, Pedro A. Szekely, Erik Mannens, Craig A. Knoblock, Rik Van de Walle
Mapping Hierarchical Sources into RDF Using the RML Mapping Language. ICSC (2014)
Yao-Yi Chiang, Bo Wu, Akshay Anand, Ketan Akade, Craig A. Knoblock
A system for efficient cleaning and transformation of geospatial data attributes. SIGSPATIAL/GIS (2014)
Eleanor E. Fink, Pedro A. Szekely, Craig A. Knoblock
How Linked Open Data Can Help in Locating Stolen or Looted Cultural Property. EuroMed (2014)
Pedro A. Szekely, Craig A. Knoblock, Fengyu Yang, Eleanor E. Fink, Shubham Gupta, Rachel Allen, Georgina Goodlander
Publishing the Data of the Smithsonian American Art Museum to the Linked Data Cloud. Int. J. Humanit. Arts Comput. 8 (supplement) (2014)
Yao-Yi Chiang, Stefan Leyk, Craig A. Knoblock
A Survey of Digital Map Processing Techniques. ACM Comput. Surv. 47 (1) (2014)
Jason Slepicka, Chengye Yin, Pedro A. Szekely, Craig A. Knoblock
A Demonstration of Linked Data Source Discovery and Integration. ISWC (Posters & Demos) (2014)
Matthew Michelson, Craig A. Knoblock
Constructing Reference Sets from Unstructured, Ungrammatical Text. CoRR (2014)
Yao-Yi Chiang, Sima Moghaddam, Sanjauli Gupta, Renuka Fernandes, Craig A. Knoblock
From map images to geographic names. SIGSPATIAL/GIS (2014)
Mohsen Taheriyan, Craig A. Knoblock, Pedro A. Szekely, José Luis Ambite
A Scalable Approach to Learn Semantic Models of Structured Sources. ICSC (2014)
Yao-Yi Chiang, Craig A. Knoblock
A general approach for extracting road vector data from raster maps. Int. J. Document Anal. Recognit. 16 (1) (2013)
Rahul Parundekar, Craig A. Knoblock, José Luis Ambite
Discovering Alignments in Ontologies of Linked Data. IJCAI (2013)
Pedro A. Szekely, Craig A. Knoblock, Fengyu Yang, Xuming Zhu, Eleanor E. Fink, Rachel Allen, Georgina Goodlander
Connecting the Smithsonian American Art Museum to the Linked Data Cloud. ESWC (2013)
Craig A. Knoblock, Kai-Uwe Sattler, Rudi Studer, Andreas Harth
Interoperation in Complex Information Ecosystems (Dagstuhl Seminar 13252). Dagstuhl Reports 3 (6) (2013)
Daniel W. Goldberg, Myles G. Cockburn, Tracy Anne Hammond, Geoffrey M. Jacquez, Daniel Janies, Craig A. Knoblock, Werner Kuhn, Edward Pultar, Martin Raubal
Envisioning a future for a spatial-health CyberGIS marketplace. HealthGIS (2013)
Ying Zhang, Yao-Yi Chiang, Pedro A. Szekely, Craig A. Knoblock
A semantic approach to retrieving, linking, and integrating heterogeneous geospatial data. AIIP/Semantic Cities@IJCAI (2013)
Craig A. Knoblock, Pedro A. Szekely, Shubham Gupta, Animesh Manglik, Ruben Verborgh, Fengyu Yang, Rik Van de Walle
Publishing Data from the Smithsonian American Art Museum as Linked Open Data. ISWC (Posters & Demos) (2013)
Andreas Harth, Craig A. Knoblock, Steffen Stadtmüller, Rudi Studer, Pedro A. Szekely
On-the-fly Integration of Static and Dynamic Sources. COLD (2013)
Craig A. Knoblock, Pedro A. Szekely
Semantics for Big Data Integration and Analysis. AAAI Fall Symposia (2013)
Mohsen Taheriyan, Craig A. Knoblock, Pedro A. Szekely, José Luis Ambite
A Graph-Based Approach to Learn Semantic Descriptions of Data Sources. ISWC (1) (2013)
Stefan Schlobach, Craig A. Knoblock
Dealing with the Messiness of the Web of Data. J. Web Semant. 14 (2012)
Bo Wu, Pedro A. Szekely, Craig A. Knoblock
Learning Transformation Rules by Examples. AAAI (2012)
Rahul Parundekar, Craig A. Knoblock, José Luis Ambite
Finding Concept Coverings in Aligning Ontologies of Linked Data. ESWC (Satellite Events) (2012)
Craig A. Knoblock, Pedro A. Szekely, José Luis Ambite, Aman Goel, Shubham Gupta, Kristina Lerman, Maria Muslea, Mohsen Taheriyan, Parag Mallick
Semi-automatically Mapping Structured Sources into the Semantic Web. ESWC (2012)
Yao-Yi Chiang, Craig A. Knoblock
Generating Named Road Vector Data from Raster Maps. GIScience (2012)
Rahul Parundekar, Craig A. Knoblock, José Luis Ambite
Finding Concept Coverings in Aligning Ontologies of Linked Data. KNOW@LOD (2012)
Shubham Gupta, Pedro A. Szekely, Craig A. Knoblock, Aman Goel, Mohsen Taheriyan, Maria Muslea
Karma: A System for Mapping Structured Sources into the Semantic Web. ESWC (Satellite Events) (2012)
Mohsen Taheriyan, Craig A. Knoblock, Pedro A. Szekely, José Luis Ambite
Rapidly Integrating Services into the Linked Data Cloud. ISWC (1) (2012)
Rahul Parundekar, Craig A. Knoblock, José Luis Ambite
Discovering Concept Coverings in Ontologies of Linked Data Sources. ISWC (1) (2012)
Aman Goel, Matthew Michelson, Craig A. Knoblock
Harvesting maps on the web. Int. J. Document Anal. Recognit. 14 (4) (2011)
Pedro A. Szekely, Craig A. Knoblock, Shubham Gupta, Mohsen Taheriyan, Bo Wu
Exploiting semantics of web services for geospatial data fusion. GIS-SSO (2011)

Craig A. Knoblock.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Craig A. Knoblock