var bibbase_data = {"data":"\"Loading..\"\n\n
\n\n \n\n \n\n \n \n\n \n\n \n \n\n \n\n \n
\n generated by\n \n \"bibbase.org\"\n\n \n
\n \n\n
\n\n \n\n\n
\n\n Excellent! Next you can\n create a new website with this list, or\n embed it in an existing web page by copying & pasting\n any of the following snippets.\n\n
\n JavaScript\n (easiest)\n
\n \n <script src=\"https://bibbase.org/show?bib=https%3A%2F%2Fbinh-vu.github.io%2Fassets%2Fpublications.bib&jsonp=1&jsonp=1\"></script>\n \n
\n\n PHP\n
\n \n <?php\n $contents = file_get_contents(\"https://bibbase.org/show?bib=https%3A%2F%2Fbinh-vu.github.io%2Fassets%2Fpublications.bib&jsonp=1\");\n print_r($contents);\n ?>\n \n
\n\n iFrame\n (not recommended)\n
\n \n <iframe src=\"https://bibbase.org/show?bib=https%3A%2F%2Fbinh-vu.github.io%2Fassets%2Fpublications.bib&jsonp=1\"></iframe>\n \n
\n\n

\n For more details see the documention.\n

\n
\n
\n\n
\n\n This is a preview! To use this list on your own web site\n or create a new web site from it,\n create a free account. The file will be added\n and you will be able to edit it in the File Manager.\n We will show you instructions once you've created your account.\n
\n\n
\n\n

To the site owner:

\n\n

Action required! Mendeley is changing its\n API. In order to keep using Mendeley with BibBase past April\n 14th, you need to:\n

    \n
  1. renew the authorization for BibBase on Mendeley, and
  2. \n
  3. update the BibBase URL\n in your page the same way you did when you initially set up\n this page.\n
  4. \n
\n

\n\n

\n \n \n Fix it now\n

\n
\n\n
\n\n\n
\n \n \n
\n
\n  \n 2024\n \n \n (2)\n \n \n
\n
\n \n \n
\n \n\n \n \n \n \n \n Exploiting Distant Supervision to Learn Semantic Descriptions of Tables with Overlapping Data.\n \n \n \n\n\n \n Vu, B.; Knoblock, C. A; Shbita, B.; and Lin, F.\n\n\n \n\n\n\n In The Semantic Web–ISWC 2024: 23th International Semantic Web Conference, ISWC 2024, November 11–15, 2024, Proceedings 20, 2024. Springer International Publishing\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n
@inproceedings{vu2024,\n  title        = {Exploiting Distant Supervision to Learn Semantic Descriptions of Tables with Overlapping Data},\n  author       = {Vu, Binh and Knoblock, Craig A and Shbita, Basel and Lin, Fandel},\n  booktitle    = {The Semantic Web--ISWC 2024: 23th International Semantic Web Conference, ISWC 2024, November 11--15, 2024, Proceedings 20},\n  year         = {2024},\n  organization = {Springer International Publishing}\n}\n\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n Constructing a Knowledge Graph of Historical Mining Data.\n \n \n \n\n\n \n Shbita, B.; Sharma, N.; Vu, B.; Lin, F.; and Knoblock, C. A\n\n\n \n\n\n\n . 2024.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 9 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n
@article{shbita2024constructing,\n  title  = {Constructing a Knowledge Graph of Historical Mining Data},\n  author = {Shbita, Basel and Sharma, Namrata and Vu, Binh and Lin, Fandel and Knoblock, Craig A},\n  year   = {2024}\n}
\n
\n\n\n\n
\n\n\n\n\n\n
\n
\n\n
\n
\n  \n 2023\n \n \n (1)\n \n \n
\n
\n \n \n
\n \n\n \n \n \n \n \n Exploiting Polygon Metadata to Understand Raster Maps-Accurate Polygonal Feature Extraction.\n \n \n \n\n\n \n Lin, F.; Knoblock, C. A; Shbita, B.; Vu, B.; Li, Z.; and Chiang, Y.\n\n\n \n\n\n\n In Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, pages 1–12, 2023. \n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 4 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n
@inproceedings{lin2023exploiting,\n  title     = {Exploiting Polygon Metadata to Understand Raster Maps-Accurate Polygonal Feature Extraction},\n  author    = {Lin, Fandel and Knoblock, Craig A and Shbita, Basel and Vu, Binh and Li, Zekun and Chiang, Yao-Yi},\n  booktitle = {Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems},\n  pages     = {1--12},\n  year      = {2023}\n}\n\n
\n
\n\n\n\n
\n\n\n\n\n\n
\n
\n\n
\n
\n  \n 2022\n \n \n (1)\n \n \n
\n
\n \n \n
\n \n\n \n \n \n \n \n Sand: A tool for creating semantic descriptions of tabular sources.\n \n \n \n\n\n \n Vu, B.; and Knoblock, C. A\n\n\n \n\n\n\n In European Semantic Web Conference, pages 63–67, 2022. Springer International Publishing Cham\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n
@inproceedings{vu2022sand,\n  title        = {Sand: A tool for creating semantic descriptions of tabular sources},\n  author       = {Vu, Binh and Knoblock, Craig A},\n  booktitle    = {European Semantic Web Conference},\n  pages        = {63--67},\n  year         = {2022},\n  organization = {Springer International Publishing Cham}\n}\n\n
\n
\n\n\n\n
\n\n\n\n\n\n
\n
\n\n
\n
\n  \n 2021\n \n \n (4)\n \n \n
\n
\n \n \n
\n \n\n \n \n \n \n \n Picasso: Model-free feature visualization.\n \n \n \n\n\n \n Vu, B.; and Markov, I.\n\n\n \n\n\n\n arXiv preprint arXiv:2111.12795. 2021.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n
@article{vu2021picasso,\n  title   = {Picasso: Model-free feature visualization},\n  author  = {Vu, Binh and Markov, Igor},\n  journal = {arXiv preprint arXiv:2111.12795},\n  year    = {2021}\n}\n\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n A graph-based approach for inferring semantic descriptions of wikipedia tables.\n \n \n \n\n\n \n Vu, B.; Knoblock, C. A; Szekely, P.; Pham, M.; and Pujara, J.\n\n\n \n\n\n\n In The Semantic Web–ISWC 2021: 20th International Semantic Web Conference, ISWC 2021, Virtual Event, October 24–28, 2021, Proceedings 20, pages 304–320, 2021. Springer International Publishing\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 4 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n
@inproceedings{vu2021graph,\n  title        = {A graph-based approach for inferring semantic descriptions of wikipedia tables},\n  author       = {Vu, Binh and Knoblock, Craig A and Szekely, Pedro and Pham, Minh and Pujara, Jay},\n  booktitle    = {The Semantic Web--ISWC 2021: 20th International Semantic Web Conference, ISWC 2021, Virtual Event, October 24--28, 2021, Proceedings 20},\n  pages        = {304--320},\n  year         = {2021},\n  organization = {Springer International Publishing}\n}\n\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n Artificial intelligence for modeling complex systems: taming the complexity of expert models to improve decision making.\n \n \n \n\n\n \n Gil, Y.; Garijo, D.; Khider, D.; Knoblock, C. A; Ratnakar, V.; Osorio, M.; Vargas, H.; Pham, M.; Pujara, J.; Shbita, B.; and others\n\n\n \n\n\n\n ACM Transactions on Interactive Intelligent Systems, 11(2): 1–49. 2021.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 23 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n
@article{gil2021artificial,\n  title     = {Artificial intelligence for modeling complex systems: taming the complexity of expert models to improve decision making},\n  author    = {Gil, Yolanda and Garijo, Daniel and Khider, Deborah and Knoblock, Craig A and Ratnakar, Varun and Osorio, Maximiliano and Vargas, Hern{\\'a}n and Pham, Minh and Pujara, Jay and Shbita, Basel and others},\n  journal   = {ACM Transactions on Interactive Intelligent Systems},\n  volume    = {11},\n  number    = {2},\n  pages     = {1--49},\n  year      = {2021},\n  publisher = {ACM New York, NY}\n}\n\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n SPADE: A Semi-supervised Probabilistic Approach for Detecting Errors in Tables.\n \n \n \n\n\n \n Pham, M.; Knoblock, C. A; Chen, M.; Vu, B.; and Pujara, J.\n\n\n \n\n\n\n In IJCAI, pages 3543–3551, 2021. \n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n
@inproceedings{pham2021spade,\n  title     = {SPADE: A Semi-supervised Probabilistic Approach for Detecting Errors in Tables.},\n  author    = {Pham, Minh and Knoblock, Craig A and Chen, Muhao and Vu, Binh and Pujara, Jay},\n  booktitle = {IJCAI},\n  pages     = {3543--3551},\n  year      = {2021}\n}\n\n
\n
\n\n\n\n
\n\n\n\n\n\n
\n
\n\n
\n
\n  \n 2019\n \n \n (5)\n \n \n
\n
\n \n \n
\n \n\n \n \n \n \n \n D-REPR: a language for describing and mapping diversely-structured data sources to RDF.\n \n \n \n\n\n \n Vu, B.; Pujara, J.; and Knoblock, C. A\n\n\n \n\n\n\n In Proceedings of the 10th International Conference on Knowledge Capture, pages 189–196, 2019. \n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 17 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n
@inproceedings{vu2019d,\n  title     = {D-REPR: a language for describing and mapping diversely-structured data sources to RDF},\n  author    = {Vu, Binh and Pujara, Jay and Knoblock, Craig A},\n  booktitle = {Proceedings of the 10th International Conference on Knowledge Capture},\n  pages     = {189--196},\n  year      = {2019}\n}\n\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n Learning semantic models of data sources using probabilistic graphical models.\n \n \n \n\n\n \n Vu, B.; Knoblock, C.; and Pujara, J.\n\n\n \n\n\n\n In The world wide web conference, pages 1944–1953, 2019. \n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 18 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n
@inproceedings{vu2019learning,\n  title     = {Learning semantic models of data sources using probabilistic graphical models},\n  author    = {Vu, Binh and Knoblock, Craig and Pujara, Jay},\n  booktitle = {The world wide web conference},\n  pages     = {1944--1953},\n  year      = {2019}\n}\n\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n MINT: An intelligent interface for understanding the impacts of climate change on hydrological, agricultural and economic systems.\n \n \n \n\n\n \n Khider, D.; Gil, Y.; Cobourn, K. M; Deelman, E.; Duffy, C.; Ferreira da Silva, R; Kemanian, A.; Knoblock, C.; Kumar, V.; Peckham, S. D.; and others\n\n\n \n\n\n\n In AGU Fall Meeting Abstracts, volume 2019, pages PA33C–1108, 2019. \n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n
@inproceedings{khider2019mint,\n  title     = {MINT: An intelligent interface for understanding the impacts of climate change on hydrological, agricultural and economic systems},\n  author    = {Khider, Deborah and Gil, Yolanda and Cobourn, Kelly M and Deelman, Ewa and Duffy, Christopher and Ferreira da Silva, R and Kemanian, Armen and Knoblock, Craig and Kumar, Vipin and Peckham, Scott Dale and others},\n  booktitle = {AGU Fall Meeting Abstracts},\n  volume    = {2019},\n  pages     = {PA33C--1108},\n  year      = {2019}\n}\n\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n Music Latent Representation and Disentanglement for Genre Classification.\n \n \n \n\n\n \n Qasemi, E.; Vu, B.; Pham, M.; and Shbita, B.\n\n\n \n\n\n\n . 2019.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n
@article{qasemi2019music,\n  title  = {Music Latent Representation and Disentanglement for Genre Classification},\n  author = {Qasemi, Ehsan and Vu, Binh and Pham, Minh and Shbita, Basel},\n  year   = {2019}\n}\n\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n An intelligent interface for integrating climate, hydrology, agriculture, and socioeconomic models.\n \n \n \n\n\n \n Garijo, D.; Khider, D.; Ratnakar, V.; Gil, Y.; Deelman, E.; Da Silva, R. F.; Knoblock, C.; Chiang, Y.; Pham, M.; Pujara, J.; and others\n\n\n \n\n\n\n In Companion Proceedings of the 24th International Conference on Intelligent User Interfaces, pages 111–112, 2019. \n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 4 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n
@inproceedings{garijo2019intelligent,\n  title     = {An intelligent interface for integrating climate, hydrology, agriculture, and socioeconomic models},\n  author    = {Garijo, Daniel and Khider, Deborah and Ratnakar, Varun and Gil, Yolanda and Deelman, Ewa and Da Silva, Rafael Ferreira and Knoblock, Craig and Chiang, Yao-Yi and Pham, Minh and Pujara, Jay and others},\n  booktitle = {Companion Proceedings of the 24th International Conference on Intelligent User Interfaces},\n  pages     = {111--112},\n  year      = {2019}\n}\n\n
\n
\n\n\n\n
\n\n\n\n\n\n
\n
\n\n
\n
\n  \n 2018\n \n \n (2)\n \n \n
\n
\n \n \n
\n \n\n \n \n \n \n \n Integrating models through knowledge-powered data and process composition.\n \n \n \n\n\n \n Garijo, D.; Gil, Y.; Cobourn, K. M; Deelman, E.; Duffy, C.; Ferreira da Silva, R; Kemanian, A.; Knoblock, C.; Kumar, V.; Peckham, S. D.; and others\n\n\n \n\n\n\n In AGU Fall Meeting Abstracts, volume 2018, pages IN31A–02, 2018. \n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n
@inproceedings{garijo2018integrating,\n  title     = {Integrating models through knowledge-powered data and process composition},\n  author    = {Garijo, Daniel and Gil, Yolanda and Cobourn, Kelly M and Deelman, Ewa and Duffy, Christopher and Ferreira da Silva, R and Kemanian, Armen and Knoblock, Craig and Kumar, Vipin and Peckham, Scott Dale and others},\n  booktitle = {AGU Fall Meeting Abstracts},\n  volume    = {2018},\n  pages     = {IN31A--02},\n  year      = {2018}\n}\n\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n Mint: Model integration through knowledge-powered data and process composition.\n \n \n \n\n\n \n Gil, Y.; Cobourn, K.; Deelman, E.; Duffy, C.; Ferreira da Silva, R.; Kemanian, A.; Knoblock, C.; Kumar, V.; Peckham, S.; Carvalho, L. A.; and others\n\n\n \n\n\n\n . 2018.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n
@article{gil2018mint,\n  title  = {Mint: Model integration through knowledge-powered data and process composition},\n  author = {Gil, Yolanda and Cobourn, Kelly and Deelman, Ewa and Duffy, Chris and Ferreira da Silva, Rafael and Kemanian, Armen and Knoblock, Craig and Kumar, Vipin and Peckham, Scott and Carvalho, Lucas Augusto and others},\n  year   = {2018}\n}\n\n
\n
\n\n\n\n
\n\n\n\n\n\n
\n
\n\n\n\n\n
\n\n\n \n\n \n \n \n \n\n
\n"}; document.write(bibbase_data.data);