Year |
Citation |
Score |
2021 |
Jha D, Gupta V, Ward L, Yang Z, Wolverton C, Foster I, Liao WK, Choudhary A, Agrawal A. Enabling deeper learning on big data for materials informatics applications. Scientific Reports. 11: 4244. PMID 33608599 DOI: 10.1038/s41598-021-83193-1 |
0.64 |
|
2020 |
Jha D, Choudhary K, Tavazza F, Liao WK, Choudhary A, Campbell C, Agrawal A. Author Correction: Enhancing materials property prediction by leveraging computational and experimental data using deep transfer learning. Nature Communications. 11: 3643. PMID 32669549 DOI: 10.1038/s41467-020-17054-2 |
0.64 |
|
2019 |
Jha D, Choudhary K, Tavazza F, Liao WK, Choudhary A, Campbell C, Agrawal A. Enhancing materials property prediction by leveraging computational and experimental data using deep transfer learning. Nature Communications. 10: 5316. PMID 31757948 DOI: 10.1038/s41467-019-13297-w |
0.64 |
|
2019 |
Paul A, Furmanchuk A, Liao WK, Choudhary A, Agrawal A. Property Prediction of Organic Donor Molecules for Photovoltaic Applications Using Extremely Randomized Trees. Molecular Informatics. PMID 31503423 DOI: 10.1002/minf.201900038 |
0.64 |
|
2018 |
Jha D, Ward L, Paul A, Liao WK, Choudhary A, Wolverton C, Agrawal A. ElemNet: Deep Learning the Chemistry of Materials From Only Elemental Composition. Scientific Reports. 8: 17593. PMID 30514926 DOI: 10.1038/s41598-018-35934-y |
0.64 |
|
2018 |
Jha D, Singh S, Al-Bahrani R, Liao WK, Choudhary A, De Graef M, Agrawal A. Extracting Grain Orientations from EBSD Patterns of Polycrystalline Materials Using Convolutional Neural Networks. Microscopy and Microanalysis : the Official Journal of Microscopy Society of America, Microbeam Analysis Society, Microscopical Society of Canada. 24: 497-502. PMID 30334515 DOI: 10.1017/S1431927618015131 |
0.64 |
|
2017 |
Furmanchuk A, Saal JE, Doak JW, Olson GB, Choudhary A, Agrawal A. Prediction of seebeck coefficient for compounds without restriction to fixed stoichiometry: A machine learning approach. Journal of Computational Chemistry. PMID 28960343 DOI: 10.1002/jcc.25067 |
0.64 |
|
2017 |
Al-Bahrani R, Agrawal A, Choudhary A. Survivability prediction of colon cancer patients using neural networks. Health Informatics Journal. 1460458217720395. PMID 28927314 DOI: 10.1177/1460458217720395 |
0.64 |
|
2016 |
Gagorik AG, Savoie BM, Jackson NE, Agrawal A, Choudhary A, Ratner MA, Schatz GC, Kohlstedt KL. Improved Scaling of Molecular Network Calculations: The Emergence of Molecular Domains. The Journal of Physical Chemistry Letters. PMID 28036172 DOI: 10.1021/acs.jpclett.6b02921 |
0.64 |
|
2016 |
Agrawal A, Choudhary A. Perspective: Materials informatics and big data: Realization of the "fourth paradigm" of science in materials science Apl Materials. 4. DOI: 10.1063/1.4946894 |
0.64 |
|
2016 |
Xie Y, Chen Z, Palsetia D, Trajcevski G, Agrawal A, Choudhary A. SILVERBACK+: scalable association mining via fast list intersection for columnar social data Knowledge and Information Systems. 1-29. DOI: 10.1007/s10115-016-0962-8 |
0.64 |
|
2015 |
Liu R, Kumar A, Chen Z, Agrawal A, Sundararaghavan V, Choudhary A. A predictive machine learning approach for microstructure optimization and materials design. Scientific Reports. 5: 11551. PMID 26100717 DOI: 10.1038/srep11551 |
0.64 |
|
2015 |
Lee K, Agrawal A, Choudhary A. Mining social media streams to improve public health allergy surveillance Proceedings of the 2015 Ieee/Acm International Conference On Advances in Social Networks Analysis and Mining, Asonam 2015. 815-822. DOI: 10.1145/2808797.2808896 |
0.64 |
|
2015 |
Xie Y, Cheng Y, Agrawal A, Choudhary A. Estimating online user location distribution without GPS location Ieee International Conference On Data Mining Workshops, Icdmw. 2015: 936-943. DOI: 10.1109/ICDMW.2014.30 |
0.64 |
|
2015 |
Cheng Y, Agrawal A, Choudhary A, Liu H, Zhang T. Social Role Identification via Dual Uncertainty Minimization Regularization Proceedings - Ieee International Conference On Data Mining, Icdm. 2015: 767-772. DOI: 10.1109/ICDM.2014.31 |
0.64 |
|
2015 |
Liu R, Agrawal A, Liao WK, Choudhary A, Chen Z. Pruned search: A machine learning based meta-heuristic approach for constrained continuous optimization 2015 8th International Conference On Contemporary Computing, Ic3 2015. 13-18. DOI: 10.1109/IC3.2015.7346645 |
0.64 |
|
2015 |
Jin C, Fu Q, Wang H, Hendrix W, Chen Z, Agrawal A, Banerjee A, Choudhary A. Running MAP inference on million node graphical models: A high performance computing perspective Proceedings - 2015 Ieee/Acm 15th International Symposium On Cluster, Cloud, and Grid Computing, Ccgrid 2015. 565-575. DOI: 10.1109/CCGrid.2015.35 |
0.64 |
|
2015 |
Jin C, Liu R, Hendrix W, Agrawal A, Choudhary A, Chen Z. A scalable hierarchical clustering algorithm using spark Proceedings - 2015 Ieee 1st International Conference On Big Data Computing Service and Applications, Bigdataservice 2015. 418-427. DOI: 10.1109/BigDataService.2015.67 |
0.64 |
|
2015 |
Palsetia D, Patwary MMA, Hendrix W, Agrawal A, Choudhary A. Clique guided community detection Proceedings - 2014 Ieee International Conference On Big Data, Ieee Big Data 2014. 500-509. DOI: 10.1109/BigData.2014.7004267 |
0.64 |
|
2014 |
Chen Z, Son SW, Hendrix W, Agrawal A, Liao WK, Choudhary A. NUMARCK: Machine Learning Algorithm for Resiliency and Checkpointing International Conference For High Performance Computing, Networking, Storage and Analysis, Sc. 2015: 733-744. DOI: 10.1109/SC.2014.65 |
0.64 |
|
2014 |
Xie Y, Palsetia D, Trajcevski G, Agrawal A, Choudhary A. SILVERBACK: Scalable association mining for temporal data in columnar probabilistic databases Proceedings - International Conference On Data Engineering. 1072-1083. DOI: 10.1109/ICDE.2014.6816724 |
0.64 |
|
2014 |
Xie Y, Chen Z, Palsetia D, Agrawal A, Choudhary A. Indexing bipartite memberships in web graphs Asonam 2014 - Proceedings of the 2014 Ieee/Acm International Conference On Advances in Social Networks Analysis and Mining. 166-173. DOI: 10.1109/ASONAM.2014.6921578 |
0.64 |
|
2013 |
Mathias JS, Agrawal A, Feinglass J, Cooper AJ, Baker DW, Choudhary A. Development of a 5 year life expectancy index in older adults using predictive mining of electronic health record data. Journal of the American Medical Informatics Association : Jamia. 20: e118-24. PMID 23538722 DOI: 10.1136/amiajnl-2012-001360 |
0.64 |
|
2013 |
Gopalakrishnan K, Agrawal A, Ceylan H, Kim S, Choudhary A. Knowledge discovery and data mining in pavement inverse analysis Transport. 28: 1-10. DOI: 10.3846/16484142.2013.777941 |
0.64 |
|
2013 |
Zhang K, Downey D, Chen Z, Cheng Y, Xie Y, Agrawal A, Liao WK, Choudhary A. A probabilistic graphical model for brand reputation assessment in social networks Proceedings of the 2013 Ieee/Acm International Conference On Advances in Social Networks Analysis and Mining, Asonam 2013. 223-230. DOI: 10.1145/2492517.2492556 |
0.64 |
|
2012 |
Zhang Y, Misra S, Agrawal A, Patwary MM, Liao WK, Qin Z, Choudhary A. Accelerating pairwise statistical significance estimation for local alignment by harvesting GPU's power. Bmc Bioinformatics. 13: S3. PMID 22537007 DOI: 10.1186/1471-2105-13-S5-S3 |
0.64 |
|
2012 |
Agrawal A, Misra S, Narayanan R, Polepeddi L, Choudhary A. Lung cancer survival prediction using ensemble data mining on SEER data Scientific Programming. 20: 29-42. DOI: 10.3233/SPR-2012-0335 |
0.64 |
|
2012 |
Xie Y, Gao Y, Gou J, Cheng Y, Honbo D, Zhang K, Agrawal A, Choudhary A. Probabilistic macro behavioral targeting International Conference On Information and Knowledge Management, Proceedings. 7-10. DOI: 10.1145/2390131.2390135 |
0.64 |
|
2012 |
Zhang K, Xie Y, Cheng Y, Honbo D, Downey D, Agrawal A, Liao WK, Choudhary A. Sentiment identification by incorporating syntax, semantics and context information Sigir'12 - Proceedings of the International Acm Sigir Conference On Research and Development in Information Retrieval. 1143-1144. DOI: 10.1145/2348283.2348510 |
0.64 |
|
2012 |
Xie Y, Cheng Y, Honbo D, Zhang K, Agrawal A, Choudhary A. Crowdsourcing recommendations from social sentiment Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. DOI: 10.1145/2346676.2346685 |
0.64 |
|
2012 |
Xie Y, Honbo D, Choudhary A, Zhang K, Cheng Y, Agrawal A. VOXSUP: A social engagement framework Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 1556-1559. DOI: 10.1145/2339530.2339779 |
0.64 |
|
2011 |
Agrawal A, Choudhary A, Huang X. Sequence-specific sequence comparison using pairwise statistical significance. Advances in Experimental Medicine and Biology. 696: 297-306. PMID 21431570 DOI: 10.1007/978-1-4419-7046-6_30 |
1 |
|
2011 |
Misra S, Agrawal A, Liao WK, Choudhary A. Anatomy of a hash-based long read sequence mapping algorithm for next generation DNA sequencing. Bioinformatics (Oxford, England). 27: 189-95. PMID 21088030 DOI: 10.1093/bioinformatics/btq648 |
0.64 |
|
2011 |
Agrawal A, Huang X. Pairwise statistical significance of local sequence alignment using sequence-specific and position-specific substitution matrices. Ieee/Acm Transactions On Computational Biology and Bioinformatics / Ieee, Acm. 8: 194-205. PMID 21071807 DOI: 10.1109/TCBB.2009.69 |
1 |
|
2011 |
Agrawal A, Misra S, Narayanan R, Polepeddi L, Choudhary A. A lung cancer outcome calculator using ensemble data mining on SEER data Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. DOI: 10.1145/2003351.2003356 |
0.64 |
|
2011 |
Agrawal A, Choudhary A. Identifying hotspots in lung cancer data using association rule mining Proceedings - Ieee International Conference On Data Mining, Icdm. 995-1002. DOI: 10.1109/ICDMW.2011.93 |
0.64 |
|
2011 |
Hendrix W, Tetteh IK, Agrawal A, Semazzi F, Liao WK, Choudhary A. Community dynamics and analysis of decadal trends in climate data Proceedings - Ieee International Conference On Data Mining, Icdm. 9-14. DOI: 10.1109/ICDMW.2011.51 |
0.64 |
|
2011 |
Zhang K, Cheng Y, Xie Y, Honbo D, Agrawal A, Palsetia D, Lee K, Liao WK, Choudhary A. SES: Sentiment elicitation system for social media data Proceedings - Ieee International Conference On Data Mining, Icdm. 129-136. DOI: 10.1109/ICDMW.2011.153 |
0.64 |
|
2011 |
Polepeddi L, Agrawal A, Choudhary A. Poll: A citation text based system for identifying high-impact contributions of an article Proceedings - Ieee International Conference On Data Mining, Icdm. 965-968. DOI: 10.1109/ICDMW.2011.136 |
0.64 |
|
2011 |
Agrawal A, Misra S, Narayanan R, Polepeddi L, Choudhary A. Poster: A lung cancer mortality risk calculator based on SEER data 2011 Ieee 1st International Conference On Computational Advances in Bio and Medical Sciences, Iccabs 2011. 233. DOI: 10.1109/ICCABS.2011.5729887 |
0.64 |
|
2011 |
Zhang Y, Misra S, Honbo D, Agrawal A, Liao WK, Choudhary A. Efficient pairwise statistical significance estimation for local sequence alignment using GPU 2011 Ieee 1st International Conference On Computational Advances in Bio and Medical Sciences, Iccabs 2011. 226-231. DOI: 10.1109/ICCABS.2011.5729885 |
0.64 |
|
2011 |
Agrawal A, Misra S, Honbo D, Choudhary A. Parallel pairwise statistical significance estimation of local sequence alignment using Message Passing Interface library Concurrency Computation Practice and Experience. 23: 2269-2279. DOI: 10.1002/cpe.1798 |
0.64 |
|
2010 |
Agrawal A, Misra S, Honbo D, Choudhary A. MPIPairwiseStatSig: Parallel pairwise statistical significance estimation of local sequence alignment Hpdc 2010 - Proceedings of the 19th Acm International Symposium On High Performance Distributed Computing. 470-476. DOI: 10.1145/1851476.1851545 |
0.64 |
|
2009 |
Agrawal A, Huang X. Pairwise statistical significance of local sequence alignment using multiple parameter sets and empirical justification of parameter set change penalty. Bmc Bioinformatics. 10: S1. PMID 19344477 DOI: 10.1186/1471-2105-10-S3-S1 |
1 |
|
2009 |
Agrawal A, Huang X. PSIBLAST_PairwiseStatSig: reordering PSI-BLAST hits using pairwise statistical significance. Bioinformatics (Oxford, England). 25: 1082-3. PMID 19251771 DOI: 10.1093/bioinformatics/btp089 |
1 |
|
2008 |
Agrawal A, Brendel VP, Huang X. Pairwise statistical significance and empirical determination of effective gap opening penalties for protein local sequence alignment. International Journal of Computational Biology and Drug Design. 1: 347-67. PMID 20063463 |
1 |
|
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