Publications

This section contains publications published by ISI over the past several decades.

2014

Amplify scientific discovery with artificial intelligence

Yolanda Gil, Mark Greaves, James Hendler, Haym Hirsh
Science 346 (6206), 171-172,  2014

Announcing the SIGAI early career researchers network and conference

Sanmay Das, Susan L Epstein, Yolanda Gil
AI Matters 1 (1), 6-8,  2014

Artificial intelligence: no longer just for you and me

Yolanda Gil
AI Matters 1 (1), 4-5,  2014

Common motifs in scientific workflows: An empirical analysis

Daniel Garijo, Pinar Alper, Khalid Belhajjame, Oscar Corcho, Yolanda Gil, Carole Goble
Future generation computer systems 36, 338-351,  2014

Reports on the 2013 AAAI Fall Symposium Series

Gully Burns, Yolanda Gil, Yan Liu, Natalia Villanueva-Rosales, Sebastian Risi, Joel Lehman, Jeff Clune, Christian Lebiere, Paul S Rosenbloom, Frank Van Harmelen, James A Hendler, Pascal Hitzler, Krzysztof Janowic, Samarth Swarup
AI Magazine 35 (2), 69-74,  2014

Ten simple rules for the care and feeding of scientific data

Alyssa Goodman, Alberto Pepe, Alexander W Blocker, Christine L Borgman, Kyle Cranmer, Merce Crosas, Rosanne Di Stefano, Yolanda Gil, Paul Groth, Margaret Hedstrom, David W Hogg, Vinay Kashyap, Ashish Mahabal, Aneta Siemiginowska, Aleksandra Slavkovic
PLoS computational biology 10 (4), e1003542,  2014

Geospatial data integration with linked data and provenance tracking

Andreas Harth, Yolanda Gil
W3C/OGC Linking Geospatial Data Workshop, 1-5,  2014

Similarity assessment and efficient retrieval of semantic workflows

Ralph Bergmann, Yolanda Gil
Information Systems 40, 115-127,  2014

3.9 Crowdsourcing Semantic Tasks for Scientific Research

Yolanda Gil
Crowdsourcing and the Semantic Web, 36,  2014

FragFlow: automated fragment detection in scientific workflows

Daniel Garijo Verdejo, Oscar Corcho, Yolanda Gil, Boris A Gutman, Ivo D Dinov, Paul Thompson, Arthur W Toga
Institute of Electrical and Electronics Engineers 2, 281-290,  2014

No science software is an island: Collaborative software development needs in geosciences

Yolanda Gil, Eunyoung Moon, James Howison
Proceedings of the 2nd Workshop on Sustainable Software for Science …,  2014

Challenges in modeling geospatial provenance

Daniel Garijo, Yolanda Gil, Andreas Harth
Proceedings of the fifth international provenance and annotation Workshop …,  2014

Energy performance of fpgas on perfect suite kernels

Sanmukh R Kuppannagari, Ren Chen, Andrea Sanny, Shreyas G Singapura, Geoffrey Phi C Tran, Shijie Zhou, Yusong Hu, Stephen P Crago, Viktor K Prasanna
2014 IEEE High Performance Extreme Computing Conference (HPEC), 1-6,  2014

Dynamic runtime optimizations for systems of heterogeneous architectures

Geoffrey Phi C Tran, Dong-In Kang, Stephen Crago
2014 IEEE High Performance Extreme Computing Conference (HPEC), 1-6,  2014

Bridging the Virtualization Performance Gap for HPC using SR-IOV for InfiniBand

Malek Musleh, Vijay Pai, Andrew J. Younge, John Paul Walters, Stephen P. Crago
7th IEEE International Conference on Cloud Computing,  2014

GPU-Passthrough Performance: A Comparison of KVM, Xen, VMWare ESXi, and LXC for CUDA and OpenCL Applications

John Paul Walters, Andrew Younge, Dong-In Kang, Ke-Thia Yao, Mikyung Kang, Stephen P. Crago, Geoffrey Fox
7th IEEE International Conference on Cloud Computing,  2014

Evaluating GPU passthrough in Xen for high performance cloud computing

Andrew J Younge, John Paul Walters, Stephen Crago, Geoffrey C Fox
2014 IEEE international parallel & distributed processing symposium …,  2014

Signature matching using supervised topic models

Xianzhi Du, David Doermann, Wael Abd-Almageed
2014 22nd International Conference on Pattern Recognition, 327-332,  2014

Semantic segmentation and tagging engine

W AbdAlmageed, M Hefeeda, B Abdelaziz
US Patent 8,756,233,  2014