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Ankit Agrawal, Ph.D. - Publications

Affiliations: 
2009 Computer Science Iowa State University, Ames, IA, United States 
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46 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

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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