Alok Choudhary - Publications

Affiliations: 
Electrical and Computer Engineering Northwestern University, Evanston, IL 
Area:
Computer Science

67 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
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  0.6
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  0.6
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  0.6
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  0.6
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  0.6
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  0.6
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  0.6
2015 Liu R, Yabansu YC, Agrawal A, Kalidindi SR, Choudhary AN. Machine learning approaches for elastic localization linkages in high-contrast composite materials. Integrating Materials and Manufacturing Innovation. 4: 192-208. PMID 31523612 DOI: 10.1186/s40192-015-0042-z  0.6
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  1
2014 Smith A, Choudhary AK. Prevalence of persistent falcine sinus as an incidental finding in the pediatric population. Ajr. American Journal of Roentgenology. 203: 424-5. PMID 25055280 DOI: 10.2214/AJR.13.10799  0.68
2014 Choudhary AK, Moore M. Radiological features of azygous vein aneurysm. Delaware Medical Journal. 86: 117-20. PMID 25000644  0.68
2014 Zhang K, Xie Y, Yang Y, Sun A, Liu H, Choudhary A. Incorporating conditional random fields and active learning to improve sentiment identification. Neural Networks : the Official Journal of the International Neural Network Society. 58: 60-7. PMID 24856246 DOI: 10.1016/j.neunet.2014.04.005  1
2013 Chaudhry R, Das A, Premlatha MM, Choudhary A, Chaurasia BK, Chandel DS, Dey AB. Authors' response. The Indian Journal of Medical Research. 138: 274. PMID 24187714  0.32
2013 Chaudhry R, Das A, Premlatha MM, Choudhary A, Chourasia BK, Chandel DS, Dey AB. Serological & molecular approaches for diagnosis of leptospirosis in a tertiary care hospital in north India: a 10-year study. The Indian Journal of Medical Research. 137: 785-90. PMID 23703348  0.32
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  1
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  0.6
2012 Kumar C, Choudhary A. A top-down approach to classify enzyme functional classes and sub-classes using random forest. Eurasip Journal On Bioinformatics & Systems Biology. 2012: 1. PMID 22376768 DOI: 10.1186/1687-4153-2012-1  1
2011 Hendrix W, Rocha AM, Padmanabhan K, Choudhary A, Scott K, Mihelcic JR, Samatova NF. DENSE: efficient and prior knowledge-driven discovery of phenotype-associated protein functional modules. Bmc Systems Biology. 5: 172. PMID 22024446 DOI: 10.1186/1752-0509-5-172  1
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  0.6
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  0.6
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  1
2010 Nakka N, Choudhary A. Failure data-driven selective node-level duplication to improve MTTF in high performance computing systems Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5976: 304-322. DOI: 10.1007/978-3-642-12659-8_23  1
2009 Thamburaj K, Choudhary A. Hyperintense vessel sign: Isolated cortical venous thrombosis after l-asparaginase therapy Pediatric Radiology. 39: 757. PMID 19255751 DOI: 10.1007/s00247-009-1171-3  0.68
2009 Gao Y, Choudhary A. Active learning image spam hunter Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5876: 293-302. DOI: 10.1007/978-3-642-10520-3_27  1
2008 Liao WK, Choudhary A. Dynamically adapting file domain partitioning methods for collective i/o based on underlying parallel file system locking protocols 2008 Sc - International Conference For High Performance Computing, Networking, Storage and Analysis, Sc 2008. DOI: 10.1109/SC.2008.5222722  1
2008 Chen X, Dick RP, Choudhary A. Operating system controlled processor-memory bus encryption Proceedings -Design, Automation and Test in Europe, Date. 1154-1159. DOI: 10.1109/DATE.2008.4484834  1
2006 Hastings AB, Choudhary A. Exploiting shared memory to improve parallel I/O performance Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 4192: 212-221.  1
2005 Choudhary A. Hardware/software co-design approaches to system security Proceedings - Ieee Symposium On Computers and Communications 1
2005 Pisharath J, Choudhary A. Design of a hardware accelerator for density based clustering applications Proceedings of the International Conference On Application-Specific Systems, Architectures and Processors. 101-106.  1
2005 Chiu SC, Choudhary AN. Impact of interconnect protocols and device-level performance on distributed active storage architectures Proceedings of the 2005 International Conference On Parallel and Distributed Processing Techniques and Applications, Pdpta'05. 1: 393-400.  1
2004 Shen X, Choudhary A. A high-performance distributed parallel file system for data-intensive computations Journal of Parallel and Distributed Computing. 64: 1157-1167. DOI: 10.1016/j.jpdc.2004.07.001  1
2002 Pisharath J, Choudhary A. An integrated approach to reducing power dissipation in memory hierarchies Proceedings of the 2002 International Conference On Compilers, Architecture, and Synthesis For Embedded Systems, Cases '02. 88-97. DOI: 10.1145/581630.581645  1
2002 Kandemir M, Choudhary A. Compiler-directed I/O optimization Proceedings - International Parallel and Distributed Processing Symposium, Ipdps 2002. 177-182. DOI: 10.1109/IPDPS.2002.1015492  1
2002 Shen X, Choudhary A. MS-I/O: A distributed multi-storage I/O system 2nd Ieee/Acm International Symposium On Cluster Computing and the Grid, Ccgrid 2002. DOI: 10.1109/CCGRID.2002.1017124  1
2002 Kandemir M, Choudhary A. Compiler-directed scratch pad memory hierarchy design and management Proceedings - Design Automation Conference. 628-633.  1
2002 Goil S, Choudhary A. Efficient parallel classification using dimensional aggregates Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 1759: 197-210.  1
2002 Kandemir M, Ramanujam J, Choudhary A. Exploiting shared scratch pad memory space in embedded multiprocessor systems Proceedings - Design Automation Conference. 219-224.  1
2001 Shen X, Choudhary A. DPFS: A distributed parallel file system Proceedings of the International Conference On Parallel Processing. 2001: 533-541. DOI: 10.1109/ICPP.2001.952101  1
2001 Memik G, Kandemir MT, Choudhary A. Design and evaluation of a smart disk clusters for DSS commercial workloads Journal of Parallel and Distributed Computing. 61: 1633-1664. DOI: 10.1006/jpdc.2001.1743  1
2001 Goil S, Choudhary A. PARSIMONY: An Infrastructure for Parallel Multidimensional Analysis and Data Mining Journal of Parallel and Distributed Computing. 61: 285-321. DOI: 10.1006/jpdc.2000.1691  1
2001 Shen X, Liao WK, Choudhary A. An integrated graphical user interface for high performance distributed computing Proceedings of the International Database Engineering and Applications Symposium, Ideas. 237-242.  1
2000 Nagaraj Shenoy U, Banerjee P, Choudhary A. A system-level synthesis algorithm with guaranteed solution quality Proceedings -Design, Automation and Test in Europe, Date. 417-424. DOI: 10.1109/DATE.2000.840305  1
2000 More S, Choudhary A. Scheduling queries for tape-resident data Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 1900: 1292-1301.  1
2000 Liao Wk, Shen X, Choudhary A. Meta-data management system for high-performance large-scale scientific data access Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 1970: 293-300.  1
2000 Memik G, Kandemir MT, Choudhary A. Design and evaluation of a compiler-directed collective I/O technique Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 1900: 1263-1272.  1
1999 Carretero J, No J, Choudhary A. Optimizing I/O for irregular applications on distributed-memory machines Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 1557: 470-479. DOI: 10.1007/3-540-49164-3_45  1
1998 Choudhary A, Ranka S. Comments on 'mesh and pyramid algorithms for iconic indexing': authors' reply Pattern Recognition. 31: 821-822. DOI: 10.1016/S0031-3203(97)00097-6  1
1997 Chaudhry S, Choudhary A. Framework for analysis of guaranteed QOS systems Proceedings of Spie - the International Society For Optical Engineering. 2915: 25-38. DOI: 10.1117/12.263393  1
1997 Goil S, Choudhary A. High performance OLAP and data mining on parallel computers Data Mining and Knowledge Discovery. 1: 391-417.  1
1997 Kandemir M, Ramanujam J, Choudhary A. Optimization of out-of-core computations using chain vectors Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 1300: 601-608.  1
1997 Kandemir M, Ramanujam J, Choudhary A. Improving the performance of out-of-core computations Proceedings of the International Conference On Parallel Processing. 128-136.  1
1997 Kandemir M, Ramanujam J, Choudhary A. Compiler algorithm for optimizing locality in loop nests Proceedings of the International Conference On Supercomputing. 269-276.  1
1997 Kandemir M, Ramanujam J, Choudhary A. Compiler algorithms for optimizing locality and parallelism on shared and distributed memory machines Parallel Architectures and Compilation Techniques - Conference Proceedings, Pact. 236-245.  1
1996 Thakur R, Choudhary A. An Extended Two-Phase Method for Accessing Sections of Out-of-Core Arrays Scientific Programming. 5: 301-317. DOI: 10.1155/1996/547186  1
1996 Jadav D, Choudhary A. Dynamic allocation and replication techniques for increasing the stream capacity of a media server Proceedings of Spie - the International Society For Optical Engineering. 2916: 301-315. DOI: 10.1117/12.257300  1
1995 Jadav D, Choudhary A. Designing and Implementing High-Performance Media-on-Demand Servers Ieee Parallel and Distributed Technology. 3: 29-39. DOI: 10.1109/88.393231  1
1994 Choudhary AN, Narahari B, Nicol DM, Simha R. Optimal Processor Assignment for a Class of Pipelined Computations Ieee Transactions On Parallel and Distributed Systems. 5: 439-445. DOI: 10.1109/71.273050  1
1994 Krishnamoorthy S, Choudhary A. A Scalable Distributed Shared Memory Architecture Journal of Parallel and Distributed Computing. 22: 547-554. DOI: 10.1006/jpdc.1994.1110  1
1994 Choudhary A, Thakur R. Connected Component Labeling on Coarse Grain Parallel Computers: An Experimental Study Journal of Parallel and Distributed Computing. 20: 78-83. DOI: 10.1006/jpdc.1994.1007  1
1993 Song QW, Hariri S, Choudhary A. Design and Analysis of an Optical Communications Processor Journal of Parallel and Distributed Computing. 17: 222-229. DOI: 10.1006/jpdc.1993.1021  1
1993 Choudhary A. Parallel I/O Systems. Guest Editor′s Introduction Journal of Parallel and Distributed Computing. 17: 1-3. DOI: 10.1006/jpdc.1993.1001  1
1992 Hariri S, Choudhary A, Sarikaya B. Architectural support for designing fault-tolerant open distributed systems Computer. 25: 50-62. DOI: 10.1109/2.153257  1
1992 Choudhary AN, Ponnusamy R. Parallel implementation and evaluation of a motion estimation system algorithm using several data decomposition strategies Journal of Parallel and Distributed Computing. 14: 50-65. DOI: 10.1016/0743-7315(92)90097-7  1
1992 Choudhary A, Ranka S. Mesh and pyramid algorithms for iconic indexing Pattern Recognition. 25: 1061-1067. DOI: 10.1016/0031-3203(92)90068-T  1
1992 Wang Song Q, Hariri S, Choudhary A. An optical interface message processor for fiber communication networks Optics Communications. 91: 304-311. DOI: 10.1016/0030-4018(92)90454-Y  1
1991 Choudhary AN, Ponnusamy R. Implementation and evaluation of Hough transform algorithms on a shared-memory multiprocessor Journal of Parallel and Distributed Computing. 12: 178-188. DOI: 10.1016/0743-7315(91)90023-3  1
1990 Choudhary A, Dogra J, Chadda VS, Sulemani AA, Misra SN. Portal hypertension therapy with oral propranolol. A short-term study. The Journal of the Association of Physicians of India. 38: 213-4. PMID 2202706  0.52
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