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Craig A. Knoblock

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affiliation: University of Southern California, Information Sciences Institute, Los Angeles, USA

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2020 – today

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2024
[c190]
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Basel Shbita, Namrata Sharma, Binh Vu, Fandel Lin, Craig A. Knoblock:
Constructing a Knowledge Graph of Historical Mining Data. GeoLD@ESWC 2024: 1-14
[c189]
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Fandel Lin, Han Zhang, T. K. Satish Kumar, Craig A. Knoblock:
An Integrated Approach to Multi-Agent Scheduling with Bounded Objectives. SIGSPATIAL/GIS 2024: 493-496
[c188]
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Fandel Lin, Craig A. Knoblock, Binh Vu:
A Hierarchical Voronoi Approach to Deploying New Charging Stations in an Existing Network. SIGSPATIAL/GIS 2024: 741-744
[c187]
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Basel Shbita, Craig A. Knoblock:
Automatically Constructing Geospatial Feature Taxonomies from OpenStreetMap Data. ICSC 2024: 208-211
2023
[j71]
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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): 527-549 (2023)
[c186]
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Minh Pham, Craig A. Knoblock, Muhao Chen:
Detecting Semantic Errors in Tables using Textual Evidence. IEEE Big Data 2023: 292-303
[c185]
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Fandel Lin, Craig A. Knoblock:
Indirect Cooperation in Distributed Stationary-Resource Searching with Predefined Destinations. SIGSPATIAL/GIS 2023: 26:1-26:12
[c184]
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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: 109:1-109:12
2022
[j70]
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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: 101794 (2022)
[c183]
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Binh Vu, Craig A. Knoblock:
SAND : A Tool for Creating Semantic Descriptions of Tabular Sources. ESWC (Satellite Events) 2022: 63-67
[i13]
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  - journals/corr/abs-2202-04883
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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 abs/2202.04883 (2022)
2021
[j69]
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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): 3672 (2021)
[j68]
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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): 11:1-11:49 (2021)
[c182]
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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: 725-734
[c181]
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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: 1604-1610
[c180]
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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: 17-26
[c179]
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Minh Pham, Craig A. Knoblock, Muhao Chen, Binh Vu, Jay Pujara:
SPADE: A Semi-supervised Probabilistic Approach for Detecting Errors in Tables. IJCAI 2021: 3543-3551
[c178]
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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: 304-320
[i12]
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  - journals/corr/abs-2112-01671
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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 abs/2112.01671 (2021)
[i11]
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  - journals/corr/abs-2112-05786
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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 abs/2112.05786 (2021)
[i10]
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  - journals/corr/abs-2112-05794
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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 abs/2112.05794 (2021)
[i9]
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  - journals/corr/abs-2112-06104
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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 abs/2112.06104 (2021)
2020
[j67]
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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: 6978-6996 (2020)
[j66]
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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): 824-849 (2020)
[c177]
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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: 409-426
[c176]
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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: 3290-3298

2010 – 2019

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2019
[j65]
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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 F. J. 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): 76-84 (2019)
[j64]
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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: 57-72 (2019)
[j63]
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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): 91-96 (2019)
[c175]
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Minh Pham, Craig A. Knoblock, Jay Pujara:
Learning Data Transformations with Minimal User Effort. IEEE BigData 2019: 657-664
[c174]
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Yuan Shi, T. K. Satish Kumar, Craig A. Knoblock:
Automatic Adaptation to Sensor Replacements. FLAIRS 2019: 68-73
[c173]
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  - conf/iui/GarijoKRGDSKCPP19
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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: 111-112
[c172]
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Binh Vu, Jay Pujara, Craig A. Knoblock:
D-REPR: A Language for Describing and Mapping Diversely-Structured Data Sources to RDF. K-CAP 2019: 189-196
[c171]
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Binh Vu, Craig A. Knoblock, Jay Pujara:
Learning Semantic Models of Data Sources Using Probabilistic Graphical Models. WWW 2019: 1944-1953
2018
[j62]
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Mayank Kejriwal, Pedro A. Szekely, Craig A. Knoblock:
Investigative Knowledge Discovery for Combating Illicit Activities. IEEE Intell. Syst. 33(1): 53-63 (2018)
[j61]
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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): 2084-2091 (2018)
[j60]
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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): 148 (2018)
[c170]
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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: 6227-6236
[c169]
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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 2018: 38-43
[c168]
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Yuan Shi, T. K. Satish Kumar, Craig A. Knoblock:
Constraint-Based Learning for Sensor Failure Detection and Adaptation. ICTAI 2018: 328-335
[c167]
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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
[c166]
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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: 59-67
[c165]
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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: 2:1-2:6
[c164]
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Xiang Ren, Craig A. Knoblock, William Yang Wang, Yu Su:
First Workshop on Knowledge Base Construction, Mining and Reasoning. WSDM 2018: 793-794
[r4]
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Kristina Lerman, Craig A. Knoblock:
Wrapper Maintenance. Encyclopedia of Database Systems (2nd ed.) 2018
2017
[c163]
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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: 7:1-7:8
[c162]
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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: 45-54
[c161]
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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: 96-101
[c160]
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Yuan Shi, Craig A. Knoblock:
Learning with Previously Unseen Features. IJCAI 2017: 2722-2729
[c159]
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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: 263-279
[c158]
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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
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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: 4:1-4:3
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Ching-Chien Chen, Craig A. Knoblock:
Conflation of Geospatial Data. Encyclopedia of GIS 2017: 297-306
2016
[j59]
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Mohsen Taheriyan, Craig A. Knoblock, Pedro A. Szekely, José Luis Ambite:
Learning the semantics of structured data sources. J. Web Semant. 37-38: 152-169 (2016)
[c156]
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Gleb Gawriljuk, Andreas Harth, Craig A. Knoblock, Pedro A. Szekely:
A Scalable Approach to Incrementally Building Knowledge Graphs. TPDL 2016: 188-199
[c155]
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Christian Paul, Achim Rettinger, Aditya Mogadala, Craig A. Knoblock, Pedro A. Szekely:
Efficient Graph-Based Document Similarity. ESWC 2016: 334-349
[c154]
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Bo Wu, Craig A. Knoblock:
Maximizing Correctness with Minimal User Effort to Learn Data Transformations. IUI 2016: 375-384
[c153]
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Minh Pham, Suresh Alse, Craig A. Knoblock, Pedro A. Szekely:
Semantic Labeling: A Domain-Independent Approach. ISWC (1) 2016: 446-462
[c152]
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Mohsen Taheriyan, Craig A. Knoblock, Pedro A. Szekely, José Luis Ambite:
Leveraging Linked Data to Discover Semantic Relations Within Data Sources. ISWC (1) 2016: 549-565
[c151]
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Linhong Zhu, Majid Ghasemi-Gol, Pedro A. Szekely, Aram Galstyan, Craig A. Knoblock:
Unsupervised Entity Resolution on Multi-type Graphs. ISWC (1) 2016: 649-667
[e7]
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Heiko Paulheim, Jens Lehmann, Vojtech Svátek, Craig A. Knoblock, Matthew Horridge, Patrick Lambrix, Bijan Parsia:
Joint Proceedings of the 5th Workshop on Data Mining and Knowledge Discovery meets Linked Open Data and the 1st International Workshop on Completing and Debugging the Semantic Web (Know@LOD-2016, CoDeS-2016) co-located with 13th ESWC 2016, Heraklion, Greece, May 30th, 2016. CEUR Workshop Proceedings 1586, CEUR-WS.org 2016 [contents]
[i8]
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Mohsen Taheriyan, Craig A. Knoblock, Pedro A. Szekely, José Luis Ambite:
Learning the Semantics of Structured Data Sources. CoRR abs/1601.04105 (2016)
2015
[j58]
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Craig A. Knoblock, Pedro A. Szekely:
Exploiting Semantics for Big Data Integration. AI Mag. 36(1): 25-38 (2015)
[j57]
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Yao-Yi Chiang, Craig A. Knoblock:
Recognizing text in raster maps. GeoInformatica 19(1): 1-27 (2015)
[c150]
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Karin Becker, Xiaojie Tan, Shiva Jahangiri, Craig A. Knoblock:
Finding, Assessing, and Integrating Statistical Sources for Data Mining. KNOW@LOD 2015
[c149]
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S. K. Ramnandan, Amol Mittal, Craig A. Knoblock, Pedro A. Szekely:
Assigning Semantic Labels to Data Sources. ESWC 2015: 403-417
[c148]
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Bo Wu, Craig A. Knoblock:
An Iterative Approach to Synthesize Data Transformation Programs. IJCAI 2015: 1726-1732
[c147]
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Karin Becker, Shiva Jahangiri, Craig A. Knoblock:
A Quantitative Survey on the Use of the Cube. SemStats@ISWC 2015
[c146]
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Jason Slepicka, Chengye Yin, Pedro A. Szekely, Craig A. Knoblock:
KR2RML: An Alternative Interpretation of R2RML for Heterogenous Sources. COLD 2015
[c145]
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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: 205-221
[c144]
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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
[c143]
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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
2014
[j56]
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Yao-Yi Chiang, Stefan Leyk, Craig A. Knoblock:
A Survey of Digital Map Processing Techniques. ACM Comput. Surv. 47(1): 1:1-1:44 (2014)
[j55]
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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): 152-166 (2014)
[c142]
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Eleanor E. Fink, Pedro A. Szekely, Craig A. Knoblock:
How Linked Open Data Can Help in Locating Stolen or Looted Cultural Property. EuroMed 2014: 228-237
[c141]
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Mihir Sathe, Craig A. Knoblock, Yao-Yi Chiang, Aaron Harris:
A parallel query engine for interactive spatiotemporal analysis. SIGSPATIAL/GIS 2014: 429-432
[c140]
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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: 577-580
[c139]
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Yao-Yi Chiang, Sima Moghaddam, Sanjauli Gupta, Renuka Fernandes, Craig A. Knoblock:
From map images to geographic names. SIGSPATIAL/GIS 2014: 581-584
[c138]
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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: 1076-1085
[c137]
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Bo Wu, Craig A. Knoblock:
Iteratively Learning Conditional Statements in Transforming Data by Example. ICDM Workshops 2014: 1105-1112
[c136]
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Bo Wu, Pedro A. Szekely, Craig A. Knoblock:
Minimizing user effort in transforming data by example. IUI 2014: 317-322
[c135]
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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: 151-158
[c134]
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Mohsen Taheriyan, Craig A. Knoblock, Pedro A. Szekely, José Luis Ambite:
A Scalable Approach to Learn Semantic Models of Structured Sources. ICSC 2014: 183-190
[c133]
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Jason Slepicka, Chengye Yin, Pedro A. Szekely, Craig A. Knoblock:
A Demonstration of Linked Data Source Discovery and Integration. ISWC (Posters & Demos) 2014: 165-168
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Rahul Parundekar, Craig A. Knoblock, José Luis Ambite:
Aligning Ontologies of Linked Data. Linked Data Management 2014: 49-68
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Peter Mika, Tania Tudorache, Abraham Bernstein, Chris Welty, Craig A. Knoblock, Denny Vrandecic, Paul Groth, Natasha F. Noy, Krzysztof Janowicz, Carole A. Goble:
The Semantic Web - ISWC 2014 - 13th International Semantic Web Conference, Riva del Garda, Italy, October 19-23, 2014. Proceedings, Part I. Lecture Notes in Computer Science 8796, Springer 2014, ISBN 978-3-319-11963-2 [contents]
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Peter Mika, Tania Tudorache, Abraham Bernstein, Chris Welty, Craig A. Knoblock, Denny Vrandecic, Paul Groth, Natasha F. Noy, Krzysztof Janowicz, Carole A. Goble:
The Semantic Web - ISWC 2014 - 13th International Semantic Web Conference, Riva del Garda, Italy, October 19-23, 2014. Proceedings, Part II. Lecture Notes in Computer Science 8797, Springer 2014, ISBN 978-3-319-11914-4 [contents]
[i7]
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Matthew Michelson, Craig A. Knoblock:
Constructing Reference Sets from Unstructured, Ungrammatical Text. CoRR abs/1401.3832 (2014)
2013
[j54]
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Yao-Yi Chiang, Craig A. Knoblock:
A general approach for extracting road vector data from raster maps. Int. J. Document Anal. Recognit. 16(1): 55-81 (2013)
[c132]
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Craig A. Knoblock, Pedro A. Szekely:
Semantics for Big Data Integration and Analysis. AAAI Fall Symposia 2013
[c131]
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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: 593-607
[c130]
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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: 27-30
[c129]
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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: 31-37
[c128]
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Rahul Parundekar, Craig A. Knoblock, José Luis Ambite:
Discovering Alignments in Ontologies of Linked Data. IJCAI 2013: 3032-3036
[c127]
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Andreas Harth, Craig A. Knoblock, Steffen Stadtmüller, Rudi Studer, Pedro A. Szekely:
On-the-fly Integration of Static and Dynamic Sources. COLD 2013
[c126]
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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: 129-132
[c125]
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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: 607-623
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Craig A. Knoblock, Markus Schneider, Peer Kröger, John Krumm, Peter Widmayer:
21st SIGSPATIAL International Conference on Advances in Geographic Information Systems, SIGSPATIAL 2013, Orlando, FL, USA, November 5-8, 2013. ACM 2013, ISBN 978-1-4503-2521-9 [contents]
[i6]
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Craig A. Knoblock, Kai-Uwe Sattler, Rudi Studer, Andreas Harth:
Interoperation in Complex Information Ecosystems (Dagstuhl Seminar 13252). Dagstuhl Reports 3(6): 83-134 (2013)
2012
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Stefan Schlobach, Craig A. Knoblock:
Dealing with the Messiness of the Web of Data. J. Web Semant. 14: 1 (2012)
[c124]
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Bo Wu, Pedro A. Szekely, Craig A. Knoblock:
Learning Transformation Rules by Examples. AAAI 2012: 2459-2460
[c123]
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Rahul Parundekar, Craig A. Knoblock, José Luis Ambite:
Finding Concept Coverings in Aligning Ontologies of Linked Data. KNOW@LOD 2012: 1-12
[c122]
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Rahul Parundekar, Craig A. Knoblock, José Luis Ambite:
Finding Concept Coverings in Aligning Ontologies of Linked Data. ESWC (Satellite Events) 2012: 3-15
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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: 375-390
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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: 430-434
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Yao-Yi Chiang, Craig A. Knoblock:
Generating Named Road Vector Data from Raster Maps. GIScience 2012: 57-71
[c118]
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Rahul Parundekar, Craig A. Knoblock, José Luis Ambite:
Discovering Concept Coverings in Ontologies of Linked Data Sources. ISWC (1) 2012: 427-443
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Mohsen Taheriyan, Craig A. Knoblock, Pedro A. Szekely, José Luis Ambite:
Rapidly Integrating Services into the Linked Data Cloud. ISWC (1) 2012: 559-574
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Isabel F. Cruz, Craig A. Knoblock, Peer Kröger, Egemen Tanin, Peter Widmayer:
SIGSPATIAL 2012 International Conference on Advances in Geographic Information Systems (formerly known as GIS), SIGSPATIAL'12, Redondo Beach, CA, USA, November 7-9, 2012. ACM 2012, ISBN 978-1-4503-1691-0 [contents]
2011
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Aman Goel, Matthew Michelson, Craig A. Knoblock:
Harvesting maps on the web. Int. J. Document Anal. Recognit. 14(4): 349-372 (2011)
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Rattapoom Tuchinda, Craig A. Knoblock, Pedro A. Szekely:
Building Mashups by Demonstration. ACM Trans. Web 5(3): 16:1-16:45 (2011)
[c116]
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Aman Goel, Craig A. Knoblock, Kristina Lerman:
Using Conditional Random Fields to Exploit Token Structure and Labels for Accurate Semantic Annotation. AAAI 2011: 1784-1785
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Pedro A. Szekely, Craig A. Knoblock, Shubham Gupta, Mohsen Taheriyan, Bo Wu:
Exploiting semantics of web services for geospatial data fusion. GIS-SSO 2011: 32-39
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Yao-Yi Chiang, Stefan Leyk, Craig A. Knoblock:
Efficient and Robust Graphics Recognition from Historical Maps. GREC 2011: 25-35
[c113]
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Steven Minton, Sofus A. Macskassy, Peter M. LaMonica, Kane See, Craig A. Knoblock, Greg Barish, Matthew Michelson, Raymond A. Liuzzi:
Monitoring Entities in an Uncertain World: Entity Resolution and Referential Integrity. IAAI 2011: 1681-1688
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Yao-Yi Chiang, Craig A. Knoblock:
Recognition of Multi-oriented, Multi-sized, and Curved Text. ICDAR 2011: 1399-1403
[c111]
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Yolanda Gil, Pedro A. Szekely, Sandra Villamizar, Thomas C. Harmon, Varun Ratnakar, Shubham Gupta, Maria Muslea, Fabio Silva, Craig A. Knoblock:
Mind Your Metadata: Exploiting Semantics for Configuration, Adaptation, and Provenance in Scientific Workflows. ISWC (2) 2011: 65-80
[c110]
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Craig A. Knoblock, Pedro A. Szekely, José Luis Ambite, Shubham Gupta, Aman Goel, Maria Muslea, Kristina Lerman, Parag Mallick:
Interactively Mapping Data Sources into the Semantic Web. LISC 2011
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José Luis Ambite, Craig A. Knoblock:
Planning by Rewriting. CoRR abs/1106.0250 (2011)
[i4]
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Craig A. Knoblock, Kristina Lerman, Steven Minton:
Wrapper Maintenance: A Machine Learning Approach. CoRR abs/1106.4872 (2011)
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Greg Barish, Craig A. Knoblock:
An Expressive Language and Efficient Execution System for Software Agents. CoRR abs/1109.2048 (2011)
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Craig A. Knoblock, Steven Minton, Ion Muslea:
Active Learning with Multiple Views. CoRR abs/1110.1073 (2011)
2010
[j50]
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Matthew Michelson, Craig A. Knoblock:
Constructing Reference Sets from Unstructured, Ungrammatical Text. J. Artif. Intell. Res. 38: 189-221 (2010)
[c109]
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Rahul Parundekar, Craig A. Knoblock, José Luis Ambite:
Linking the Deep Web to the Linked DataWeb. AAAI Spring Symposium: Linked Data Meets Artificial Intelligence 2010
[c108]
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Craig A. Knoblock, Ching-Chien Chen, Yao-Yi Chiang, Aman Goel, Matthew Michelson, Cyrus Shahabi:
A general approach to discovering, registering, and extracting features from raster maps. DRR 2010: 753402
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Yao-Yi Chiang, Craig A. Knoblock:
Strabo: a system for extracting road vector data from raster maps. GIS 2010: 544-545
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Yao-Yi Chiang, Craig A. Knoblock:
An Approach for Recognizing Text Labels in Raster Maps. ICPR 2010: 3199-3202
[c105]
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Shubham Gupta, Craig A. Knoblock:
Building geospatial mashups to visualize information for crisis management. ISCRAM 2010
[c104]
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Rahul Parundekar, Craig A. Knoblock, José Luis Ambite:
Linking and Building Ontologies of Linked Data. ISWC (1) 2010: 598-614

2000 – 2009

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2009
[j49]
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Yao-Yi Chiang, Craig A. Knoblock, Cyrus Shahabi, Ching-Chien Chen:
Automatic and Accurate Extraction of Road Intersections from Raster Maps. GeoInformatica 13(2): 121-157 (2009)
[j48]
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Daniel W. Goldberg, John P. Wilson, Craig A. Knoblock:
Extracting geographic features from the Internet to automatically build detailed regional gazetteers. Int. J. Geogr. Inf. Sci. 23(1): 93-128 (2009)
[c103]
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Zachary G. Ives, Craig A. Knoblock, Steven Minton, Marie Jacob, Partha Pratim Talukdar, Rattapoom Tuchinda, José Luis Ambite, Maria Muslea, Cenk Gazen:
Interactive Data Integration through Smart Copy & Paste. CIDR 2009
[c102]
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Craig A. Knoblock:
Discovering and Building Semantic Models of Web Sources. ESWC 2009: 2
[c101]
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Yao-Yi Chiang, Craig A. Knoblock:
Classification of raster maps for automatic feature extraction. GIS 2009: 138-147
[c100]
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Yao-Yi Chiang, Craig A. Knoblock:
Extracting Road Vector Data from Raster Maps. GREC 2009: 93-105
[c99]
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Matthew Michelson, Craig A. Knoblock:
Mining the Heterogeneous Transformations between Data Sources to Aid Record Linkage. IC-AI 2009: 422-428
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Yao-Yi Chiang, Craig A. Knoblock:
A Method for Automatically Extracting Road Layers from Raster Maps. ICDAR 2009: 838-842
[c97]
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Matthew Michelson, Craig A. Knoblock:
Exploiting Background Knowledge to Build Reference Sets for Information Extraction. IJCAI 2009: 2076-2082
[c96]
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José Luis Ambite, Sirish Darbha, Aman Goel, Craig A. Knoblock, Kristina Lerman, Rahul Parundekar, Thomas A. Russ:
Automatically Constructing Semantic Web Services from Online Sources. ISWC 2009: 17-32
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Kristina Lerman, Craig A. Knoblock:
Wrapper Maintenance. Encyclopedia of Database Systems 2009: 3565-3569
[i1]
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  - journals/corr/abs-0909-1769
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Zachary G. Ives, Craig A. Knoblock, Steven Minton, Marie Jacob, Partha Pratim Talukdar, Rattapoom Tuchinda, José Luis Ambite, Maria Muslea, Cenk Gazen:
Interactive Data Integration through Smart Copy & Paste. CoRR abs/0909.1769 (2009)
2008
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Greg Barish, Craig A. Knoblock:
Speculative plan execution for information gathering. Artif. Intell. 172(4-5): 413-453 (2008)
[j46]
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Craig A. Knoblock, José Luis Ambite, Mark James Carman, Matthew Michelson, Pedro A. Szekely, Rattapoom Tuchinda:
Beyond the Elves: Making Intelligent Agents Intelligent. AI Mag. 29(2): 33-39 (2008)
[j45]
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Ching-Chien Chen, Craig A. Knoblock, Cyrus Shahabi:
Automatically and Accurately Conflating Raster Maps with Orthoimagery. GeoInformatica 12(3): 377-410 (2008)
[j44]
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Matthew Michelson, Craig A. Knoblock:
Creating Relational Data from Unstructured and Ungrammatical Data Sources. J. Artif. Intell. Res. 31: 543-590 (2008)
[j43]
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Jim Blythe, Dipsy Kapoor, Craig A. Knoblock, Kristina Lerman, Steven Minton:
Information Integration for the Masses. J. Univers. Comput. Sci. 14(11): 1811-1837 (2008)
[c95]
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Yao-Yi Chiang, Craig A. Knoblock:
Automatic extraction of road intersection position, connectivity, and orientations from raster maps. GIS 2008: 22
[c94]
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Matthew Michelson, Aman Goel, Craig A. Knoblock:
Identifying Maps on the World Wide Web. GIScience 2008: 249-260
[c93]
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José Luis Ambite, Craig A. Knoblock, Kristina Lerman, Anon Plangprasopchok, Thomas A. Russ, Cenk Gazen, Steven Minton, Mark James Carman:
Exploiting Data Semantics to Discover, Extract, and Model Web Sources. ICDM Workshops 2008: 771-779
[c92]
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Rattapoom Tuchinda, Pedro A. Szekely, Craig A. Knoblock:
Building Mashups by example. IUI 2008: 139-148
[r1]
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Ching-Chien Chen, Craig A. Knoblock:
Conflation of Geospatial Data. Encyclopedia of GIS 2008: 133-140
2007
[j42]
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Craig A. Knoblock, Daniel P. Lopresti, Shourya Roy, L. Venkata Subramaniam:
Special issue on noisy text analytics. Int. J. Document Anal. Recognit. 10(3-4): 127-128 (2007)
[j41]
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Matthew Michelson, Craig A. Knoblock:
Unsupervised information extraction from unstructured, ungrammatical data sources on the World Wide Web. Int. J. Document Anal. Recognit. 10(3-4): 211-226 (2007)
[j40]
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Kristina Lerman, Anon Plangprasopchok, Craig A. Knoblock:
Semantic Labeling of Online Information Sources. Int. J. Semantic Web Inf. Syst. 3(3): 36-56 (2007)
[j39]
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Mark James Carman, Craig A. Knoblock:
Learning Semantic Definitions of Online Information Sources. J. Artif. Intell. Res. 30: 1-50 (2007)
[c91]
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Matthew Michelson, Craig A. Knoblock:
Beginning to Understand Unstructured, Ungrammatical Text: An Information Integration Approach. AAAI Spring Symposium: Machine Reading 2007: 79-84
[c90]
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Kenneth M. Bayer, Martin Michalowski, Berthe Y. Choueiry, Craig A. Knoblock:
Reformulating CSPs for Scalability with Application to Geospatial Reasoning. CP 2007: 164-179
[c89]
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Martin Michalowski, Craig A. Knoblock, Kenneth M. Bayer, Berthe Y. Choueiry:
Exploiting automatically inferred constraint-models for building identification in satellite imagery. GIS 2007: 6
[c88]
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Snehal Thakkar, Craig A. Knoblock, José Luis Ambite:
Quality-driven geospatial data integration. GIS 2007: 16
[c87]
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Craig A. Knoblock, José Luis Ambite, Kavita Ganesan, Maria Muslea, Steven Minton, Greg Barish, Evan Gamble, Claude Nanjo, Kane See, Cyrus Shahabi, Ching-Chien Chen:
EntityBases: Compiling, Organizing and Querying Massive Entity Repositories. IC-AI 2007: 15-21
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Mark James Carman, Craig A. Knoblock:
Learning Semantic Descriptions of Web Information Sources. IJCAI 2007: 2695-2700
[c85]
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Rattapoom Tuchinda, Pedro A. Szekely, Craig A. Knoblock:
Building data integration queries by demonstration. IUI 2007: 170-179
[c84]
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Kenneth M. Bayer, Martin Michalowski, Berthe Y. Choueiry, Craig A. Knoblock:
Reformulating Constraint Satisfaction Problems to Improve Scalability. SARA 2007: 64-79
[c83]
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Martin Michalowski, Craig A. Knoblock, Berthe Y. Choueiry:
Reformulating Constraint Models Using Input Data. SARA 2007: 402-404
2006
[j38]
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Ching-Chien Chen, Craig A. Knoblock, Cyrus Shahabi:
Automatically Conflating Road Vector Data with Orthoimagery. GeoInformatica 10(4): 495-530 (2006)
[j37]
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Ion Muslea, Steven Minton, Craig A. Knoblock:
Active Learning with Multiple Views. J. Artif. Intell. Res. 27: 203-233 (2006)
[c82]
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Matthew Michelson, Craig A. Knoblock:
Learning Blocking Schemes for Record Linkage. AAAI 2006: 440-445
[c81]
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Kristina Lerman, Anon Plangprasopchok, Craig A. Knoblock:
Automatically Labeling the Inputs and Outputs of Web Services. AAAI 2006: 1363-1368
[c80]
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Matthew Michelson, Craig A. Knoblock:
Phoebus: A System for Extracting and Integrating Data from Unstructured and Ungrammatical Sources. AAAI 2006: 1947-1948
[c79]
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Craig A. Knoblock:
Beyond the Elves: Making Intelligent Agents Intelligent. AAAI Spring Symposium: What Went Wrong and Why: Lessons from AI Research and Applications 2006: 40
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Craig A. Knoblock, Cyrus Shahabi, Ching-Chien Chen, E. Lynn Usery:
Automatic alignment of vector data and orthoimagery for the national map. DG.O 2006: 303-304
[c77]
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Cyrus Shahabi, Yao-Yi Chiang, Kelvin Chung, Kai-Chen Huang, Jeff Khoshgozaran-Haghighi, Craig A. Knoblock, Sung Lee, Ulrich Neumann, Ram Nevatia, Arjun Rihan, Snehal Thakkar, Suya You:
Geodec: Enabling Geospatial Decision Making. ICME 2006: 93-96
[c76]
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Yao-Yi Chiang, Craig A. Knoblock:
Classification of Line and Character Pixels on Raster Maps Using Discrete Cosine Transformation Coefficients and Support Vector Machine. ICPR (2) 2006: 1034-1037
[c75]
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Ching-Chien Chen, Cyrus Shahabi, Craig A. Knoblock, Mohammad R. Kolahdouzan:
Automatically and Efficiently Matching Road Networks with Spatial Attributes in Unknown Geometry Systems. STDBM 2006
2005
[j36]
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Martin Michalowski, Snehal Thakkar, Craig A. Knoblock:
Automatically Utilizing Secondary Sources to Align Information Across Sources. AI Mag. 26(1): 33-44 (2005)
[j35]
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Doug Dyer, Steve Cross, Craig A. Knoblock, Steven Minton, Austin Tate:
Guest Editors' Introduction: Planning with Templates. IEEE Intell. Syst. 20(2): 13-15 (2005)
[j34]
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José Luis Ambite, Craig A. Knoblock, Maria Muslea, Steven Minton:
Conditional Constraint Networks for Interleaved Planning and Information Gathering. IEEE Intell. Syst. 20(2): 25-33 (2005)
[j33]
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Greg Barish, Craig A. Knoblock:
An Expressive Language and Efficient Execution System for Software Agents. J. Artif. Intell. Res. 23: 625-666 (2005)
[j32]
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Yannis E. Ioannidis, David Maier, Serge Abiteboul, Peter Buneman, Susan B. Davidson, Edward A. Fox, Alon Y. Halevy, Craig A. Knoblock, Fausto Rabitti, Hans-Jörg Schek, Gerhard Weikum:
Digital library information-technology infrastructures. Int. J. Digit. Libr. 5(4): 266-274 (2005)
[j31]
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Snehal Thakkar, José Luis Ambite, Craig A. Knoblock:
Composing, optimizing, and executing plans for bioinformatics web services. VLDB J. 14(3): 330-353 (2005)
[j30]
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Shou-De Lin, Craig A. Knoblock:
SERGEANT: A framework for building more flexible web agents by exploiting a search engine. Web Intell. Agent Syst. 3(1): 1-15 (2005)
[c74]
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Martin Michalowski, Craig A. Knoblock:
A Constraint Satisfaction Approach to Geospatial Reasoning. AAAI 2005: 423-429
[c73]
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  - conf/gir/DesaiKCDC05
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Sneha Desai, Craig A. Knoblock, Yao-Yi Chiang, Kandarp Desai, Ching-Chien Chen:
Automatically identifying and georeferencing street maps on the web. GIR 2005: 35-38
[c72]
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Yao-Yi Chiang, Craig A. Knoblock, Ching-Chien Chen:
Automatic extraction of road intersections from raster maps. GIS 2005: 267-276
[c71]
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Craig A. Knoblock:
Learning to Optimize Plan Execution in Information Agents. ICCBR 2005: 2-3
[c70]
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Steven Minton, Claude Nanjo, Craig A. Knoblock, Martin Michalowski, Matthew Michelson:
A Heterogeneous Field Matching Method for Record Linkage. ICDM 2005: 314-321
[c69]
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Matthew Michelson, Craig A. Knoblock:
Semantic annotation of unstructured and ungrammatical text. IJCAI 2005: 1091-1098
[c68]
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Rattapoom Tuchinda, Craig A. Knoblock:
Interactively building agents for consumer-side data mining. IUI 2005: 263-265
2004
[j29]
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Martin Michalowski, José Luis Ambite, Craig A. Knoblock, Steven Minton, Snehal Thakkar, Rattapoom Tuchinda:
Retrieving and Semantically Integrating Heterogeneous Data from the Web. IEEE Intell. Syst. 19(3): 72-79 (2004)
[j28]
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Qiang Yang, Craig A. Knoblock, Xindong Wu:
Guest Editors' Introduction: Mining Actionable Knowledge on the Web. IEEE Intell. Syst. 19(6): 30-31 (2004)
[c67]
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Craig A. Knoblock:
Building Software Agents for Planning, Monitoring, and Optimizing Travel. ENTER 2004: 1-15
[c66]
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Ching-Chien Chen, Craig A. Knoblock, Cyrus Shahabi, Yao-Yi Chiang, Snehal Thakkar:
Automatically and accurately conflating orthoimagery and street maps. GIS 2004: 47-56
[c65]
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  - conf/gis/BakshiKT04
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Rahul Bakshi, Craig A. Knoblock, Snehal Thakkar:
Exploiting online sources to accurately geocode addresses. GIS 2004: 194-203
[c64]
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Rattapoom Tuchinda, Craig A. Knoblock:
Agent wizard: building information agents by answering questions. IUI 2004: 340-342
[c63]
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  - conf/sigmod/LermanGMK04
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Kristina Lerman, Lise Getoor, Steven Minton, Craig A. Knoblock:
Using the Structure of Web Sites for Automatic Segmentation of Tables. SIGMOD Conference 2004: 119-130
[c62]
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Ching-Chien Chen, Cyrus Shahabi, Craig A. Knoblock:
Utilizing Road Network Data for Automatic Identification of Road Intersections from High Resolution Color Orthoimagery. STDBM 2004: 17-24
2003
[j27]
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  - journals/expert/KambhampatiK03
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Subbarao Kambhampati, Craig A. Knoblock:
Guest Editors' Introduction: Information Integration on the Web. IEEE Intell. Syst. 18(5): 14-15 (2003)
[j26]
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Kristina Lerman, Steven Minton, Craig A. Knoblock:
Wrapper Maintenance: A Machine Learning Approach. J. Artif. Intell. Res. 18: 149-181 (2003)
[j25]
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Subbarao Kambhampati, Craig A. Knoblock:
Information integration on the Web: a view from AI and databases (report on IIWeb-03). SIGMOD Rec. 32(4): 122-123 (2003)
[c61]
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Shahram Ghandeharizadeh, Craig A. Knoblock, Christos Papadopoulos, Cyrus Shahabi, Esam Alwagait, José Luis Ambite, Min Cai, Ching-Chien Chen, Parikshit Pol, Rolfe R. Schmidt, Saihong Song, Snehal Thakkar, Runfang Zhou:
Proteus: A System for Dynamically Composing and Intelligently Executing Web Services. ICWS 2003: 17-21
[c60]
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Greg Barish, Craig A. Knoblock:
Learning Value Predictors for the Speculative Execution of Information Gathering Plans. IJCAI 2003: 3-9
[c59]
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Greg Barish, Craig A. Knoblock:
Combining Classification and Transduction for Value Prediction in Speculative Plan Execution. IIWeb 2003: 131-136
[c58]
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Snehal Thakkar, Craig A. Knoblock:
Efficient Execution of Recursive Integration Plans. IIWeb 2003: 169-174
[c57]
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Ion Muslea, Steven Minton, Craig A. Knoblock:
Active Learning with Strong and Weak Views: A Case Study on Wrapper Induction. IJCAI 2003: 415-420
[c56]
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Craig A. Knoblock:
Deploying Information Agents on the Web. IJCAI 2003: 1580-1586
[c55]
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  - conf/kdd/EtzioniTKY03
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Oren Etzioni, Rattapoom Tuchinda, Craig A. Knoblock, Alexander Yates:
To buy or not to buy: mining airfare data to minimize ticket purchase price. KDD 2003: 119-128
[c54]
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Ching-Chien Chen, Snehal Thakkar, Craig A. Knoblock, Cyrus Shahabi:
Automatically Annotating and Integrating Spatial Datasets. SSTD 2003: 469-488
[c53]
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Shou-De Lin, Craig A. Knoblock:
Exploiting a Search Engine to Develop More Flexible Web Agents. Web Intelligence 2003: 54-60
[p2]
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Craig A. Knoblock, Kristina Lerman, Steven Minton, Ion Muslea:
Accurately and Reliably Extracting Data from the Web: A Machine Learning Approach. Intelligent Exploration of the Web 2003: 275-287
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Subbarao Kambhampati, Craig A. Knoblock:
Proceedings of IJCAI-03 Workshop on Information Integration on the Web (IIWeb-03), August 9-10, 2003, Acapulco, Mexico. 2003 [contents]
2002
[j24]
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Hans Chalupsky, Yolanda Gil, Craig A. Knoblock, Kristina Lerman, Jean Oh, David V. Pynadath, Thomas A. Russ, Milind Tambe:
Electric Elves: Agent Technology for Supporting Human Organizations. AI Mag. 23(2): 11-24 (2002)
[j23]
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David N. Allsopp, Patrick Beautement, Jeffrey M. Bradshaw, Edmund H. Durfee, Michael Kirton, Craig A. Knoblock, Niranjan Suri, Austin Tate, Craig W. Thompson:
Coalition Agents Experiment: Multiagent Cooperation in International Coalitions. IEEE Intell. Syst. 17(3): 26-35 (2002)
[j22]
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Steffen Staab, Hannes Werthner, Francesco Ricci, Alexander Zipf, Ulrike Gretzel, Daniel R. Fesenmaier, Cécile Paris, Craig A. Knoblock:
Intelligent Systems for Tourism. IEEE Intell. Syst. 17(6): 53-64 (2002)
[j21]
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Naveen Ashish, Craig A. Knoblock, Cyrus Shahabi:
Selectively Materializing Data in Mediators by Analyzing User Queries. Int. J. Cooperative Inf. Syst. 11(1-2): 119-144 (2002)
[c52]
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José Luis Ambite, Greg Barish, Craig A. Knoblock, Maria Muslea, Jean Oh, Steven Minton:
Getting from Here to There: Interactive Planning and Agent Execution for Optimizing Travel. AAAI/IAAI 2002: 862-869
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Greg Barish, Craig A. Knoblock:
Speculative Execution for Information Gathering Plans. AIPS 2002: 184-193
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Ion Muslea, Steven Minton, Craig A. Knoblock:
Active + Semi-supervised Learning = Robust Multi-View Learning. ICML 2002: 435-442
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Ion Muslea, Steven Minton, Craig A. Knoblock:
Adaptive View Validation: A First Step Towards Automatic View Detection. ICML 2002: 443-450
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Sheila Tejada, Craig A. Knoblock, Steven Minton:
Learning domain-independent string transformation weights for high accuracy object identification. KDD 2002: 350-359
[c47]
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Greg Barish, Craig A. Knoblock:
Learning Efficient Value Predictors for Speculative Plan Execution. WebDB 2002: 77-82
2001
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Ion Muslea, Steven Minton, Craig A. Knoblock:
Hierarchical Wrapper Induction for Semistructured Information Sources. Auton. Agents Multi Agent Syst. 4(1/2): 93-114 (2001)
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Craig A. Knoblock, Steven Minton, José Luis Ambite, Naveen Ashish, Ion Muslea, Andrew Philpot, Sheila Tejada:
The Ariadne Approach to Web-Based Information Integration. Int. J. Cooperative Inf. Syst. 10(1-2): 145-169 (2001)
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Sheila Tejada, Craig A. Knoblock, Steven Minton:
Learning object identification rules for information integration. Inf. Syst. 26(8): 607-633 (2001)
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José Luis Ambite, Craig A. Knoblock:
Planning by Rewriting. J. Artif. Intell. Res. 15: 207-261 (2001)
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José Luis Ambite, Craig A. Knoblock, Ion Muslea, Andrew Philpot:
Compiling Source Descriptions for Efficient and Flexible Information Integration. J. Intell. Inf. Syst. 16(2): 149-187 (2001)
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Cyrus Shahabi, Mohammad R. Kolahdouzan, Snehal Thakkar, José Luis Ambite, Craig A. Knoblock:
Efficiently Querying Moving Objects with Pre-defined Paths in a Distrituted Environment. ACM-GIS 2001: 34-40
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Hans Chalupsky, Yolanda Gil, Craig A. Knoblock, Kristina Lerman, Jean Oh, David V. Pynadath, Thomas A. Russ, Milind Tambe:
Electric Elves: Applying Agent Technology to Support Human Organizations. IAAI 2001: 51-58
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Martin Frank, Maria Muslea, Jean Oh, Steven Minton, Craig A. Knoblock:
AN intelligent user interface for mixed-initiative multi-source travel planning. IUI 2001: 85-86
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José Luis Ambite, Craig A. Knoblock, Mohammad R. Kolahdouzan, Maria Muslea, Cyrus Shahabi, Snehal Thakkar:
The WorlInfo Assistant: Spatio-Temporal Information Integration on the Web. VLDB 2001: 717-718
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Craig A. Knoblock, Steven Minton, José Luis Ambite, Maria Muslea, Jean Oh, Martin Frank:
Mixed-initiative, multi-source information assistants. WWW 2001: 697-707
2000
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José Luis Ambite, Craig A. Knoblock:
Flexible and scalable cost-based query planning in mediators: A transformational approach. Artif. Intell. 118(1-2): 115-161 (2000)
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Dieter Fensel, Craig A. Knoblock, Nicholas Kushmerick, Marie-Christine Rousset:
Workshop on Intelligent Information Integration (III-99). AI Mag. 21(1): 91-94 (2000)
[j13]
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Craig A. Knoblock, Kristina Lerman, Steven Minton, Ion Muslea:
Accurately and Reliably Extracting Data from the Web: A Machine Learning Approach. IEEE Data Eng. Bull. 23(4): 33-41 (2000)
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Chun-Nan Hsu, Craig A. Knoblock:
Semantic Query Optimization for Query Plans of Heterogeneous Multidatabase Systems. IEEE Trans. Knowl. Data Eng. 12(6): 959-978 (2000)
[c41]
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Ion Muslea, Steven Minton, Craig A. Knoblock:
Selective Sampling with Redundant Views. AAAI/IAAI 2000: 621-626
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Greg Barish, Craig A. Knoblock, Yi-Shin Chen, Steven Minton, Andrew Philpot, Cyrus Shahabi:
The TheaterLoc Virtual Application. AAAI/IAAI 2000: 980-987
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Greg Barish, Craig A. Knoblock, Steven Minton:
Speculative Execution for Information Agents. AAAI/IAAI 2000: 1062
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Ion Muslea, Steven Minton, Craig A. Knoblock:
Selective Sampling with Co-Testing: Preliminary Results. AAAI/IAAI 2000: 1107
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Greg Barish, Dan DiPasquo, Craig A. Knoblock, Steven Minton:
Dataflow plan execution for software agents. Agents 2000: 138-139
[c36]
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José Luis Ambite, Craig A. Knoblock, Steven Minton:
Learning Plan Rewriting Rules. AIPS 2000: 3-12
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Greg Barish, Yi-Shin Chen, Dan DiPasquo, Craig A. Knoblock, Steven Minton, Ion Muslea, Cyrus Shahabi:
TheaterLoc: Using Information Integration Technology to Rapidly Build Virtual Applications. ICDE 2000: 681-682
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Steve A. Chien, Subbarao Kambhampati, Craig A. Knoblock:
Proceedings of the Fifth International Conference on Artificial Intelligence Planning Systems, Breckenridge, CO, USA, April 14-17, 2000. AAAI 2000, ISBN 1-57735-111-8 [contents]

1990 – 1999

see FAQ

What is the meaning of the colors in the publication lists?

1999
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Ion Muslea, Steven Minton, Craig A. Knoblock:
Active Learning for Hierarchical Wrapper Induction. AAAI/IAAI 1999: 975
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Sheila Tejada, Craig A. Knoblock, Steven Minton:
Learning to Handle Inconsistency for Multi-Source Integration. AAAI/IAAI 1999: 983
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Ion Muslea, Steven Minton, Craig A. Knoblock:
A Hierarchical Approach to Wrapper Induction. Agents 1999: 190-197
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Naveen Ashish, Craig A. Knoblock, Cyrus Shahabi:
Selectively Materializing Data in Mediators by Analyzing User Queries. CoopIS 1999: 256-266
[c30]
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Greg Barish, Craig A. Knoblock, Yi-Shin Chen, Steven Minton, Andrew Philpot, Cyrus Shahabi:
TheaterLoc: A Case Study in Building An Information Integration System. Intelligent Information Integration 1999
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Greg Barish, Dan DiPasquo, Craig A. Knoblock, Steven Minton:
An Efficient Plan Execution System for Information Management Agents. Workshop on Web Information and Data Management 1999: 1-5
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Naveen Ashish, Craig A. Knoblock, Cyrus Shahabi:
Selectively Materializing Data in Mediators by Analyzing Source Structure, Query Distribution and Maintenance Cost. Workshop on Web Information and Data Management 1999: 33-37
1998
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Chun-Nan Hsu, Craig A. Knoblock:
Discovering Robust Knowledge from Databases that Change. Data Min. Knowl. Discov. 2(1): 69-95 (1998)
[c27]
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Craig A. Knoblock, Steven Minton, José Luis Ambite, Naveen Ashish, Pragnesh Jay Modi, Ion Muslea, Andrew Philpot, Sheila Tejada:
Modeling Web Sources for Information Integration. AAAI/IAAI 1998: 211-218
[c26]
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Sheila Tejada, Craig A. Knoblock, Steven Minton:
Handling Inconsistency for Multi-Source Integration. AAAI/IAAI 1998: 1203
[c25]
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José Luis Ambite, Craig A. Knoblock:
Flexible and Scalable Query Planning in Distributed and Heterogeneous Environments. AIPS 1998: 3-10
[c24]
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Naveen Ashish, Craig A. Knoblock, Cyrus Shahabi:
Intelligent Caching for Information Mediators: A KR Based Approach. KRDB 1998: 3.1-3.7
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José Luis Ambite, Naveen Ashish, Greg Barish, Craig A. Knoblock, Steven Minton, Pragnesh Jay Modi, Ion Muslea, Andrew Philpot, Sheila Tejada:
ARIADNE: A System for Constructing Mediators for Internet Sources. SIGMOD Conference 1998: 561-563
1997
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Craig A. Knoblock:
Trends & Controversies: Searching the World Wide Web. IEEE Expert 12(1): 8-11 (1997)
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José Luis Ambite, Craig A. Knoblock:
New Directions: Agents for Information Gathering. IEEE Expert 12(5): 2-4 (1997)
[j8]
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Naveen Ashish, Craig A. Knoblock:
Wrapper Generation for Semi-structured Internet Sources. SIGMOD Rec. 26(4): 8-15 (1997)
[c22]
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José Luis Ambite, Craig A. Knoblock:
Planning by Rewriting: Efficiently Generating High-Quality Plans. AAAI/IAAI 1997: 706-713
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Naveen Ashish, Craig A. Knoblock:
Semi-Automatic Wrapper Generation for Internet Information Sources. CoopIS 1997: 160-169
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Naveen Ashish, Craig A. Knoblock, Alon Y. Levy:
Information Gathering Plans With Sensing Actions. ECP 1997: 13-25
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B. Cenk Gazen, Craig A. Knoblock:
Combining the Expressivity of UCPOP with the Efficiency of Graphplan. ECP 1997: 221-233
1996
[j7]
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Yigal Arens, Craig A. Knoblock, Wei-Min Shen:
Query Reformulation for Dynamic Information Integration. J. Intell. Inf. Syst. 6(2/3): 99-130 (1996)
[c18]
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Chun-Nan Hsu, Craig A. Knoblock:
Discovering Robust Knowledge from Dynamic Closed World Data. AAAI/IAAI, Vol. 1 1996: 820-827
[c17]
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José Luis Ambite, Craig A. Knoblock:
Efficient Planning by Graph Rewriting. AAAI/IAAI, Vol. 2 1996: 1376
[c16]
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Sheila Tejada, Craig A. Knoblock, Steven Minton:
Learning Models for Multi-Source Integration. AAAI/IAAI, Vol. 2 1996: 1412
[c15]
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Craig A. Knoblock:
Building a Planner for Information Gathering: A Report from the Trenches. AIPS 1996: 134-141
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Chun-Nan Hsu, Craig A. Knoblock:
Using Inductive Learning To Generate Rules for Semantic Query Optimization. Advances in Knowledge Discovery and Data Mining 1996: 425-445
1995
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Subbarao Kambhampati, Craig A. Knoblock, Qiang Yang:
Planning as Refinement Search: A Unified Framework for Evaluating Design Tradeoffs in Partial-Order Planning. Artif. Intell. 76(1-2): 167-238 (1995)
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Craig A. Knoblock, Qiang Yang:
Relating the Performance of Partial-Order Planning Algorithms to Domain Features. SIGART Bull. 6(1): 8-15 (1995)
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Craig A. Knoblock:
Planning, Executing, Sensing, and Replanning for Information Gathering. IJCAI 1995: 1686-1693
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Chun-Nan Hsu, Craig A. Knoblock:
Estimating the Robustness of Discovered Knowledge. KDD 1995: 156-161
1994
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Craig A. Knoblock:
Automatically Generating Abstractions for Planning. Artif. Intell. 68(2): 243-302 (1994)
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Craig A. Knoblock:
Generating Parallel Execution Plans with a Partial-order Planner. AIPS 1994: 98-103
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Yigal Arens, Craig A. Knoblock:
Intelligent Caching: Selecting, Representing, and Reusing Data in an Information Server. CIKM 1994: 433-438
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Craig A. Knoblock, Yigal Arens, Chun-Nan Hsu:
Cooperating Agents for Information Retrieval. CoopIS 1994: 122-133
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Chun-Nan Hsu, Craig A. Knoblock:
Rule Induction for Semantic Query Optimization. ICML 1994: 112-120
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Chun-Nan Hsu, Craig A. Knoblock:
Rule Induction for Semantic Query Optimization. KDD Workshop 1994: 311-322
1993
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Craig A. Knoblock:
Generating abstraction hierarchies - an automated approach to reducing search in planning. The Kluwer international series in engineering and computer science 214, Kluwer 1993, ISBN 978-0-7923-9310-8, pp. I-XIV, 1-168
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Yigal Arens, Chin Y. Chee, Chun-Nan Hsu, Craig A. Knoblock:
Retrieving and Integrating Data from Multiple Information Sources. Int. J. Cooperative Inf. Syst. 2(2): 127-158 (1993)
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Chun-Nan Hsu, Craig A. Knoblock:
Reformulating Query Plans for Multidatabase Systems. CIKM 1993: 423-432
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Yigal Arens, Craig A. Knoblock:
SIMS: Retrieving and Integrating Information From Multiple Sources. SIGMOD Conference 1993: 562-563
1991
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Jaime G. Carbonell, Oren Etzioni, Yolanda Gil, Robert Joseph, Craig A. Knoblock, Steven Minton, Manuela M. Veloso:
PRODIGY: An Integrated Architecture for Planning and Learning. SIGART Bull. 2(4): 51-55 (1991)
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Craig A. Knoblock, Steven Minton, Oren Etzioni:
Integrating Abstraction and Explanation-Based Learning in PRODIGY. AAAI 1991: 541-546
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Craig A. Knoblock:
Search Reduction in Hierarchical Problem Solving. AAAI 1991: 686-691
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Craig A. Knoblock, Josh D. Tenenberg, Qiang Yang:
Characterizing Abstraction Hierarchies for Planning. AAAI 1991: 692-697
1990
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Craig A. Knoblock:
Learning Abstraction Hierarchies for Problem Solving. AAAI 1990: 923-928

1980 – 1989

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1989
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Steven Minton, Jaime G. Carbonell, Craig A. Knoblock, Daniel Kuokka, Oren Etzioni, Yolanda Gil:
Explanation-Based Learning: A Problem Solving Perspective. Artif. Intell. 40(1-3): 63-118 (1989)
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Craig A. Knoblock:
Learning Hierarchies of Abstraction Spaces. ML 1989: 241-245

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