PUBLICATIONS

Books and Monographs

  1. H. Chapman, M. S. Schmalz, S. Ranka, S. K. Sahni, E. T. Hayden, U. Majumder, and G. Seetharaman. Parallel Hierarchical Reconstruction and Change Detection of Synthetic Aperture Radar Imagery, CRC Press, in preparation.
  2. Yang, C. Delcher, E. Shenkman, and S. Ranka. Data Driven Approaches for Health Care High Utilizers, CRC Press, Oct. 2019.
  3. Munir, A. Gordon-Ross, and S. Ranka. Modeling and Optimization of Parallel and Distributed Embedded Systems, Wiley – IEEE, 2016.
  4. Wang, P. Mishra, and S. Ranka. Dynamic Reconfiguration in Real-Time Systems: Energy, Performance, and Thermal Perspectives, Springer Verlag, June 2012.
  5. G. Mehrotra, S. Ranka, and C. K. Mohan. Elements of Artificial Neural Networks, MIT Press, Oct. 1996.
  6. S. Ranka and S. Sahni. Hypercube Algorithms with Applications to Image Processing and Pattern Recognition, Springer Verlag, June 1990.

Handbooks

  1. Ahmad and S. Ranka. Handbook of Exascale Computing. CRC Press, 2014.
  2. Ahmad and S. Ranka. Handbook of Energy Aware and Green Computing. CRC Press, Volume 1 and Volume 2, 1,284 pages, Jan. 2012.

Conference Proceedings

  1. Ranka, T. Kahveci, and M. Singh (eds.). ACM International Conference on Bioinformatics, Computational Biology and Biomedicine, BCB’ 12, Orlando, FL, USA, Oct. 8-10, 2012.
  2. Wang, H. Kargupta, S. Ranka, Ph. S. Yu, and X. Wu. ICDM 2009, The Ninth IEEE International Conference on Data Mining, Miami, Florida, USA, Dec. 6-9, 2009. IEEE Computer Society 2009.
  3. Saygin, J. Xu Yu, H. Kargupta, W. Wang, S. Ranka, P. S. Yu, and X. Wu. ICDM Workshops 2009, IEEE International Conference on Data Mining Workshops, Miami, Florida, USA, Dec. 6, 2009. IEEE Computer Society 2009.
  4. Ranka et al., Contemporary Computing, Second International Conference, IC3 2009, India, Aug. 17-19, 2009. Springer Verlag.
  5. Ranka et al., Contemporary Computing – Third International Conference, IC3 2010, Noida, India, Aug. 9-11, 2010. Proceedings, Springer 2010.

Book Chapters

  1. Li, S. Ranka, and S. Sahni. GPU Matrix Multiplication, Multi- and Many-Core Technologies: Architectures, Programming, Algorithms, and Applications, S. Rajasekaran (ed.). Chapman-Hall/CRC Press, Dec. 2013.
  2. Chapman, S. Ranka, S. Sahni, M. Schmalz, L. Moore, U. Majumder, and B. Elton. Backprojection Algorithms for Multicore and GPU Architectures, in Multicore Computing: Algorithms, Architectures, and Applications, S. Rajasekaran et al. (eds.). Chapman-Hall/CRC Press, Dec. 2013.
  3. Li, S. Ranka, and S. Sahni. Routing and Wavelength Assignment in Optical Networks, Large Scale Network-Centric Computing Systems, Hamid Sarbaze-azad and Albert Zomaya (eds.). Wiley and Sons Oct. 2013.
  4. Li, E. Jung, S. Ranka, N. S. Rao, and S. Sahni. In-advance Bandwidth Scheduling in eScience Networks, Large Scale Network-Centric Computing Systems, Hamid Sarbaze-azad and Albert Zomaya (eds.). Wiley and Sons, Oct. 2013.
  5. Kamath, S. Sahni, Jonathan Li, J. Palta, and S. Ranka. Algorithms for Sequencing Multileaf Collimators, in Handbook of Optimization in Medicine, H. Romeijn (ed.). Kluwer, 2006.
  6. Sreenivas, K. Alsabti and S. Ranka. Parallel Out of Core Decision Classifiers, in Advances in Distributed And Parallel Knowledge Discovery, Hillol Kargupta and Philip Chan (eds.). AAAI Press, 2000, pp. 319-338.
  7. Choudhary and S. Ranka. A Perspective on Parallel Processing for Computer Vision and Image Understanding, in Parallel Processing for Artificial Intelligence. Laveen N. Kanal, Vipin Kumar, Dan Moldovan, and Christian Suttner (eds.). North Holland, 1994, pp. 3-20.
  8. Bozkus, A. Choudhary, G. Fox, T. Haupt, and S. Ranka. Compiling HPF for Distributed memory MIMD computers, in Impact of Compilation Technology on Computer Architecture, David Lilja and Peter Bird (eds.). Kluwer Academic, Oct. 1993, pp. 191-217.
  9. Fox and S. Ranka. Impact of Grand Challenge Applications on HPCC Software and Tools, in System Software and Tools for High-Performance Computing Environments. Paul Messina and Thomas Sterling (eds.). SIAM Press, Apr. 1993, pp. 25-34.
  10. Ranka and S. Sahni. Image Transformations on Hypercube and Mesh Multicomputers, in Parallel Architectures and Algorithms for Image Understanding. Prasanna Kumar (ed.). Academic Press, 1991, pp. 227-248.
  11. Ranka and S. Sahni. Parallel Algorithms for Image Template Matching, in Parallel Algorithms for Machine Intelligence and Vision, Vipin Kumar, P. S. Gopalakrishnan, Laveen N. Kanal (eds.). Springer Verlag, 1990, pp. 360-398.

Published or Accepted

  1. Mardini, S. Nerella, M. Kheirkhahan, S. Ranka, R. Fillingim, Y. Hu, D. Corbett, E. Cenko, E. Weber, P. Rashidi, T. Manini, The Temporal Relationship Between Ecological Pain and Life-Space Mobility in Older Adults With Knee Osteoarthritis: A Smartwatch-Based Demonstration Study, JMIR Mhealth Uhealth 2021;9(1):e19609, URL: https://mhealth.jmir.org/2021/1/e19609
  2. Mardini, S. Nerella, M. Kheirkhahan, S. Ranka, R. Fillingim, E. Cenko, P. Rashidi, T. Manini, The Temporal Relationship Between Ecological Pain and Life-Space Mobility in Older Adults with Knee Osteoarthritis. Innovation in Aging, 4(Suppl 1), Dec. 2020, 799. https://doi.org/10.1093/geroni/igaa057.2897
  3. Laborde, E. Cenko , M. Mardini, S. Ranka, P. Rashidi, T. Manini. Older Adults’ Satisfaction and Compliance of Smartwatches Providing Ecological Momentary. Innov Aging. 2020;4(Suppl 1):799. Dec 2020.doi:10.1093/geroni/igaa057.2898
  4. M. Alperti, N. S. P. Kotai, S. Ranka, T. V Mendoza, L. M. Solberg, P. Rashidi, M. Manini, A Simulated Graphical Interface for Integrating Patient-Generated Health Data From Smartwatches With Electronic Health Records: Usability Study, JMIR Human Factors 2020;7(4):e19769, Oct. 2020, 8 pages.
  5. D. Anton, Y. Cruz-Almeida, A. Singh, J. Alpert, B. Bensadon, M. Cabrera, D. J. Clark, N. C. Ebner, K. A. Esser, R. B. Fillingim, S. M. Goicolea, S. M. Han, H. Kallas, A. Johnson, C. Leeuwenburgh, A. C. Liu, T.  M. Manini, M. Marsiske, F. Moore, P. Qiu, R. T. Mankowski, M. Mardini, C. McLaren, S. Ranka, P. Rashidi, S. Saini, K T. Sibille, S. Someya, S. Wohlgemuth, C. Tucker, R.  Xiao, M. Pahor, Innovations in Geroscience to enhance mobility in older adults, Experimental Gerontology, Volume 142, 2020, 18 pages.
  6. Wijayasiri, T. Banerjee, S. Ranka, S. Sahni, and M. S. Schmalz. Multiobjective Optimization of SAR Reconstruction on Hybrid Multicore Systems, Multiobjective Optimization of SAR Reconstruction on Hybrid Multicore Systems, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 13, 2020, pp. 4674-4688..
  7. He, A. Wu, X. Huang, J. Scott, A. Rangarajan, and S. Ranka. Truck and Trailer Classification with Deep Learning Based Geometric Features. IEEE Transactions on Intelligent Transportation Systems, to appear, July 2020, pp. 1-10.
  8. Emami, P. Pardalos, L Elefteriadou and S. Ranka, Machine Learning Methods for Data Association in Multi-Object Tracking, ACM Computing Surveys, Vol. 53, No. 4, Article 69, Aug. 2020 34 pages.
  9. Pourmehrab, P. Emami, M. Martin-Gasulla, J. Wilson, L. Elefteriadou, and S. Ranka, Signalized Intersection Performance with Automated and Conventional Vehicles: A Comparative Study, ASCE Journal of Transportation Engineering, Part A: Systems, Vol. 146 (9), Sep. 2020, 9 pages.
  10. Huang, P. He, A. Rangarajan. and S. Ranka. Intelligent Intersection: Two-Stream Convolutional Networks for Real-time Near-Accident Detection in Traffic Video. ACM Transactions on Spatial Algorithms and Systems, Vol. 6., No.2, Jan. 2020, pp. 1-28.
  11. Zhai, T. Mishra, J. Hackl, D. Zwick, R. Koneru, and S. Ranka. Dynamic Load Balancing for a Mesh-Based Scientific Application. Concurrency and Computation: Practice and Experience, Jan. 2020, pp. 1-24.
  12. Kheirkhahan, S. Nair, A. Davoudi, P. Rashidi, A. A. Wanigatunga, D. B. Corbett, T. Mendoza, T. M. Manini, and S. Ranka. A Smartwatch-Based Framework for Real-Time and Online Assessment and Mobility Monitoring. Journal of Biomedical Informatics, Vol. 89, 2019, pp. 29-40.
  13. Yang, C. Delcher, E. Shenkman, and S. Ranka. Expenditure Variations Analysis Using Residuals for Identifying High Health Care Utilizers in a State Medicaid Program. BMC Medical Information & Decision Making, Vol. 19(1), 2019, pp. 131:1-15.
  14. Gadou, T. Banerjee, M. Arunachalam, S. Ranka. Multiobjective Evaluation and Optimization of CMT-Bone on Multiple CPU/GPU Systems. Sustainable Computing, Vol. 22, 2019, pp. 259-271.
  15. Yang, C. Delcher, E. Shenkman, and S. Ranka. Machine Learning Approaches for Predicting High Cost High Need Patient Expenditures in Health Care. BMC BioMedical Engineering OnLine, 2018, 17:131.
  16. Kheirkhahan, A. Chakraborty, A. A. Wanigatunga, D. B. Corbett, T. M. Manini, and S. Ranka. Wrist Accelerometer Shape Feature Derivation Methods for assEssing Activities of Daily Living. BMC Medical Information & Decision Making, Vol. 18(S-4), 2018, pp. 124:1-124:13.
  17. Wijayasiri, T. Banerjee, S. Ranka, S. Sahni, and M. S. Schmalz. Dynamic Data-Driven SAR Image Reconstruction Using Multiple GPUs. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 11(11), 2018, pp. 4326-4338.
  18. Huang, C. Yang, S. Ranka, S. and A. Rangarajan. Supervoxel-Based Segmentation of 3D Imagery with Optical Flow Integration for Spatiotemporal Processing. IPSJ Transactions on Computer Vision and Applications, Vol. 10(1), June 2018, pp. 1-16.
  19. Tang, M. Gadou, S. C. Rennich, T. A. Davis, and S. Ranka. Optimized Sparse Cholesky Factorization on Hybrid muLticore Architectures. Journal of Computational Science, Vol. 26, 2018, pp. 246-253.
  20. Chakrabarti, J. Judge, T. Bongiovanni, A. Rangarajan, and S. Ranka. Spatial Scaling Using Temporal Correlations and Ensemble Learning to Obtain High-Resolution Soil Moisture. IEEE Transactions on Geoscience and Remote Sensing, Vol. 56(3), 2018, pp. 1238-1250.
  21. Delcher, C. Yang, S. Ranka, J. A. Tyndall, B. Vogel, and E. Shenkman. Variation in Outpatient Emergency Department Utilization in Texas Medicaid: a State-level Framework for Finding “Superutilizers”. International Journal of Emergency Medicine, Vol. 10:31, 2017, pp 1-9.
  22. N. Yeralan, T. A. Davis, W. M. Sid-Lakhdar, and S. Ranka. Algorithm 980: Sparse QR Factorization on the GPU. ACM Transactions on Mathematical Software, July 2017, Vol 44(2): 17:1-17:29.
  23. Chakrabarti, J. Judge, A. Rangarajan, and S. Ranka. Utilizing Self-Regularized Regressive Models to Downscale Microwave Brightness Temperatures for Agricultural Land Covers in the SMAPVEX-12 Region. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 10(2), Feb. 2017, pp. 478-488.
  24. Yan, M. Sethi, A. Rangarajan, R. Vatsavai, and S. Ranka. Graph-Based Semi-Supervised Classification on High Resolution Remote Sensing Images. International Journal of Big Data Intelligence, 2017, Vol. 4(2), pp. 108-122.
  25. Chakrabarti, J. Judge, T. Bongiovanni, A. Rangarajan, and S. Ranka. Disaggregation of Remotely Sensed Soil Moisture in Heterogeneous Landscapes Using Holistic Structure-Based Models. IEEE Transactions on Geoscience and Remote Sensing, Vol. 54(8), Aug. 2016, pp. 4629-4641.
  26. Banerjee, M. Gadou and S. Ranka, A Genetic Algorithm based Approach for Multi-Objective Hardware/Software Co-optimization. Sustainable Computing: Informatics and Systems, Vol. 10, Jun. 2016, pp. 36-47.
  27. Banerjee, J. Rabb and S. Ranka. Performance and Energy Benchmarking of Spectral Solvers on Hybrid Multicore Machines. Sustainable Computing: Informatics and Systems, Vol. 12, Dec. 2016, pp 10-20.
  28. Kheirkhahan, C. Tudor-Locke, R. Axtell, M. P. Buman, R. A. Fielding, N. W. Glynn, J. M. Guralnik, A. C. King, D. K. White, M. E. Miller, J. Siddique, P. Brubaker, W. J. Rejeski, S. Ranshous, M. Pahor, S. Ranka, and T. M. Manini. Actigraphy Features for Predicting Mobility Disability in Older Adults. Physiological Measurement, Vol. 37(10), Sep. 2016, pp. 1813-1833.
  29. D. Anton, A. J. Woods, T. Ashizawa, D. Barb, T. W. Buford, C. S. Carter, D. J. Clark, R. A. Cohen, D. B. Corbett, Y. Cruz-Almeida, V. Dotson, N. Ebner, P. A. Efron, R. B. Fillingim, T. C. Foster, D. M. Gundermann, A. M. Joseph, C. Karabetian, C. Leeuwenburgh, T. M. Manini, M. Marsiske, R. T. Mankowski, H. L. Mutchie, M. G. Perri, S. Ranka, P. Rashidi, B. Sandesara, P. J. Scarpace, K. T. Sibille, L. M. Solberg, S. Someya, C. Uphold, S. Wohlgemuth, S. S. Wu, and M. Pahor. Successful Aging: Advancing the Science of Physical Independence in Older Adults. Aging Research Reviews, Vol. 24, Nov. 2015, pp. 304-327.
  30. Li, L. Elefteriadou, and S. Ranka. Signal Control Optimization for Automated Vehicles at Isolated Signalized Intersections. Transportation Research, Vol. 49, Dec. 2014, pp. 1-18.
  31. Li, S. Ranka, and S. Sahni. Multicore and GPU Algorithms for NussiNov. RNA Folding. BMC Bioinformatics, Vol. 15(8), Jul. 2014, pp. S1.
  32. Li, S. Ranka, and S. Sahni. Pairwise Sequence Alignment for Very Long Sequences on GPUs. International Journal of Bioinformatics Research and Applications (IJBRA), Vol. 10(4-5), Jan. 2014, pp. 345-368.
  33. Munir, A. Gordon-Ross, and S. Ranka. Multi-Core Embedded Wireless Sensor Networks: Architecture and Applications. IEEE Transactions on Parallel and Distributed Systems, Vol. 25(6), Jun. 2014, pp. 1553-1562.
  34. Munir, A. Gordon-Ross, S. Ranka, and F. Koushanfar. A Queueing Theoretic Approach for Performance Evaluation of Low-Power Multi-Core Embedded Systems. Journal of Parallel Distributed Computing, Vol. 74(1), Jan. 2014, pp. 1872-1890.
  35. F. Gregory III, Y. Park, Y. Lamers, N. Bandyopadhyay, Y. Y. Chi, K. Lee, S. Kim, V. da Silva, N. Hove, S. Ranka, and T. Kahveci. Metabolomic Analysis Reveals Extended Metabolic Consequences of Marginal Vitamin B-6 Deficiency in Healthy Human Subjects. PLoS ONE, Vol. 8(6), June 2013. doi:10.1371/journal.pone.0063544.
  36. I. Sheikh, T. Kahveci, S. Ranka, and J. Gordon Burleigh. Stability Analysis of Phylogenetic Trees. Bioinformatics, Vol. 29(2), Nov. 2012, pp. 166-174.
  37. Munir, A. Gordon-Ross, S. Ranka, and F. Koushanfar. High-Performance Optimizations on Tiled Many-Core Embedded Systems. The Journal of Supercomputing, Vol. 66(1), Oct. 2013, pp. 431-487.
  38. Bandyopadhyay, M. Somaiya, T. Kahveci, and S. Ranka. Analyzing Differential Gene Regulation in Two Group Perturbation Experiments. BMC Genomics, Vol. 13(2), Apr. 2012, article S2.
  39. F. Sheikh, H. Tan, I. Ahmad, S. Ranka, and P. Bv. Energy- and Performance-Aware Scheduling of Tasks on Parallel and Distributed Systems. ACM Journal of Emerging Technology in Computing Systems (JETC), Vol. 8(4), Oct. 2012, pp. 1-37.
  40. Munir, S. Ranka, and A. Gordon-Ross, High-Performance Energy-Efficient Multicore Embedded Computing. IEEE Transactions on Parallel and Distributed Systems, Vol. 23(4), Apr. 2012. pp. 684-700.
  41. Li, S. Ranka, and S. Sahni. In-Advance Path Reservation for File Transfers in e-Science Applications. The Journal of Supercomputing, Vol. 59(3), Mar. 2012, pp. 1167-1187.
  42. Wang, S. Ranka, and P. Mishra. Energy-Aware Dynamic Reconfiguration Algorithms for Real-Time Multitasking Systems. Sustainable Computing: Informatics and Systems (SUSCOM), Vol. 1(1), Mar. 2011, pp. 35-45.
  43. Song, E. Buyuktahtakin, T. Kahveci, and S. Ranka. Manipulating the Steady State of Metabolic Pathways. IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB), Vol. 8(3), May 2011, pp. 732-747.
  44. Kang and S. Ranka. Slack Allocation Algorithms for Parallel Machines. Journal of Parallel and Distributed Computing, Vol. 70(1), May 2010, pp. 23-24.
  45. K. Manna, S. Chen, and S. Ranka. Inside the Permutation-Scanning Worms: Propagation Modeling and Analysis. IEEE/ACM Transaction on Networking, Vol. 18(3), Jun. 2010, pp. 858-870.
  46. Wu, C. Jermaine, S. Ranka, X. Song, and J. Gums. A Model-Agnostic Framework for Fast Spatial Anomaly Detection. IEEE Transactions on Knowledge Discovery and Data Mining, (TKDD), Vol. 4(4), Oct. 2010, pp. 1-30.
  47. S. Jung, S. Ranka, and S. Sahni. Topology Aggregation for e-Science Networks. International Journal of Next-Generation Computing, Invited Paper, Vol 1(1), 2010, 1-15.
  48. Bandyopadhyay, T. Kahveci, S. Ranka, Y. Sun, and S. Goodison. Pathway-Based Feature Selection Algorithm for Cancer Microarray Data. Advances in Bioinformatics, Vol. 2009, Mar. 2010, 16 pp.
  49. Song, P. Sridhar, T. Kahveci, and S. Ranka. Double Iterative Optimization for Metabolic Network-Based Drug Target Identification. International Journal of Data Mining and Bioinformatics, Vol. 3(2), Jan. 2009, pp. 124-144.
  50. Chitnis, A. Dobra, and S. Ranka. Analyzing the Techniques That Improve Fault Tolerance of Aggregation Trees in Sensor Networks. Journal of Parallel and Distributed Computing, Vol. 69(12), Dec. 2009, pp. 950-960.
  51. Liu, N. Bandyopadhyay, S. Ranka, M. Baudis, and T. Kahveci. Inferring Progression Models for CGH Data. Bioinformatics, Vol. 25(17), Jun. 2009, pp. 2208-2215.
  52. Rajah, S. Ranka, and Y. Xia. Advance Reservations and Scheduling for Bulk Transfers in Research Networks. IEEE Transactions on Parallel and Distributed Systems, Vol. 20(11), Nov. 2009, pp. 1682-1697.
  53. Chitnis, A. Dobra, and S. Ranka. Fault-Tolerant Aggregation in Heterogeneous Sensor Networks. Journal of Parallel and Distributed Computing, Vol. 69(2), Feb. 2009, pp. 210-219.
  54. Rajah, S. Ranka, and Y. Xia. Scheduling Bulk File Transfer with Start and End Times. Computer Networks, Vol. 52 (5), Apr. 2008, pp. 1105-1122.
  55. Chitnis, A. Dobra, and S. Ranka. Aggregation Methods for Large-Scale Sensor Networks. ACM Transactions on Sensor Networks (TOSN), Vol. 4(2), Mar. 2008, pp. 1-36.
  56. Somaiya, C. Jermaine, and S. Ranka. Learning Correlations Using the Mixture-of-Subsets Model. ACM Transactions on Knowledge Discovery from Data (TKDD), Vol. 1(4), Jan. 2008, pp. 1-42.
  57. Kamath, S. Sahni, S. Ranka, J. Li, and J. Palta. Generalized Field-Splitting Algorithms for Optimal IMRT Delivery Efficiency. Physics in Medicine and Biology, Vol. 52(18), Aug. 2007, pp. 5483-5496. (Nominated for the 2008 Robbins Prize, given to the best paper in the journal of Physics in Medicine and Biology.)
  58. Liu, S. Ranka, and T. Kahveci. Markers Improve Clustering of CGH Data. Bioinformatics, Vol. 23(4), Dec. 2006, pp. 450-457.
  59. Song, M. Wu, C. Jermaine, and S. Ranka. Conditional Anomaly Detection. IEEE Transactions on Knowledge and Data Engineering, Vol. 19(5), May 2007, pp. 631-645.
  60. Liu, J. Mohammed, J. Carter, S. Ranka, T. Kahveci, and M. Baudis. Distance-Based Clustering of CGH Data. Bioinformatics, Vol. 22(16), May 2006, pp. 1971-1978.
  61. Chen and S. Ranka. Detecting Internet Worms at Early Stage. IEEE Journal on Selected Areas in Communications, Vol. 23(10), Oct. 2005, pp. 2003-2012. Invited paper (peer reviewed).
  62. Kamath, S. Sahni, J. Palta, and S. Ranka. Algorithms for Optimal Sequencing of Dynamic Multileaf Collimators. Physics in Medicine and Biology, Vol. 49(1), Dec. 2004, pp. 33-54.
  63. Kamath, S. Sahni, J. Palta, S. Ranka, and J. Li. Optimal Leaf Sequencing with Elimination of Tongue-and-Groove Underdosage. Physics in Medicine and Biology, Vol. 49(3), Jan. 2004, pp. N7-N19.
  64. Kamath, S. Sahni, S. Ranka, J. Li, and J. Palta. A Comparison of Step-and-Shoot Leaf Sequencing Algorithms That Eliminate Tongue-and-Groove Effect. Physics in Medicine and Biology, Vol. 49(14), Jun. 2004, pp. 3137-3143.
  65. Kamath, S. Sahni, S. Ranka, J. Li, and J. Palta. Optimal Field Splitting for Large Intensity-Modulated Fields. Medical Physics, Vol. 31 (12), Dec. 2004, pp. 3314-3323.
  66. Kamath, S. Sahni, J. Li, J. Palta, and S. Ranka. Leaf Sequencing Algorithms for Segmented Multileaf Collimation. Physics in Medicine and Biology, Vol. 48(3), Jan. 2003, pp. 307-324.
  67. Kumar, S. Ranka, and V. Singh. Guest Editors’ Introduction: Special Issue on High-Performance Data Mining. Journal of Parallel and Distributed Computing, Vol. 61(3), Mar. 2001, pp. 281-284.
  68. Li, I. Nalcacioglu, S. Ranka, S. Sahni, J. Palta, W. Tome, and S. Kim. An Algorithm for Automatic, Computed‐Tomography‐Based Source Localization after Prostate Implant. Medical Physics, Vol. 28(7), Jul. 2001, pp. 1410-1415.
  69. Y. W. Su, S. Ranka, and X. He. Performance Analysis of Parallel Query Processing Algorithms for Object-Oriented Databases. IEEE Transactions on Knowledge and Data Engineering, Vol. 12(6), Nov. 2000, pp. 979-996.
  70. Al-Furajh, S. Aluru, S. Goil, and S. Ranka. Parallel Construction of Multidimensional Binary Search Trees. IEEE Transactions on Parallel and Distributed Systems, Vol. 11(2), Feb. 2000, pp. 136-148.
  71. Al-Furiah, S. Aluru, S. Goil, and S. Ranka. Practical Algorithms for Selection on Coarse-Grained Parallel Computers. IEEE Transactions on Parallel and Distributed Systems, Vol. 8(8), Aug. 1997, pp. 813-824.
  72. W. Ou and S. Ranka. Parallel Incremental Graph Partitioning. IEEE Transactions on Parallel and Distributed Systems, Vol. 8(8), Aug. 1997, pp. 884-896.
  73. V. Shankar and S. Ranka. Random Data Accesses on a Coarse-Grained Parallel Machine I. One-to-One Mappings. Journal of Parallel and Distributed Computing, Vol. 44(1), July 1997, pp. 14-23.
  74. V. Shankar and S. Ranka. Random Data Accesses on a Coarse-Grained Parallel Machine II. One-to-Many and Many-to-One Mappings. Journal of Parallel and Distributed Computing, Vol. 44(1), July 1997, pp. 24-34.
  75. Kaddoura and S. Ranka. Runtime Support for Parallelization of Data-Parallel Applications on Adaptive and Nonuniform Computational Environments. Journal of Parallel and Distributed Computing, Vol. 43(2), June 1997, pp. 163-168.
  76. W. Ou and S. Ranka. Parallel Remapping of Adaptive Problems. Journal of Parallel and Distributed Computing, Vol. 42(2), May 1997, pp. 109-121.
  77. Bae and S. Ranka. A Comparison of Different Message-Passing Paradigms for the Parallelization of Two Irregular Applications. The Journal of Supercomputing, Vol. 10(1), Mar. 1996, pp. 55–85.
  78. W. Ou, S. Ranka, and G. Fox. Fast and Parallel Mapping Algorithms for Irregular Problems. The Journal of Supercomputing, Vol. 10(2), June 1996, pp. 119–140.
  79. Kaddoura, S. Ranka, and A. Wang. Array Decompositions for Nonuniform Computational Environments. Journal of Parallel and Distributed Computing, Vol. 36(2), Aug. 1996, pp. 91-105.
  80. Menon, K. Mehrotra, C. K. Mohan, and S. Ranka. Characterization of a Class of Sigmoid Functions with Applications to Neural Networks. Neural Networks, Vol. 9(5), July 1996, pp. 819-835.
  81. Dincer, Z. Bozkus, S. Ranka, and G. Fox. Benchmarking the Computation and Communication Performance of the CM-5. Concurrency and Computation: Practice and Experience, Vol. 8(1), 1996, pp. 47-69.
  82. C. Wang, T. H. Lin, and S. Ranka. Distributed Scheduling of Unstructured Collective Communication on the CM-5. Parallel Processing Letters, Vol. 5, 1995, pp. 647-658.
  83. Ranka, J. C. Wang, and M. Kumar. Irregular Personalized Communication on Distributed Memory Machines. Journal of Parallel and Distributed Computing, Vol. 25(1), Feb. 1995, pp. 58-71.
  84. Anand, K. Mehrotra, C. K. Mohan, and S. Ranka. Efficient Classification for Multiclass Problems Using Modular Neural Networks. IEEE Transactions on Neural Networks, Vol. 6 (1), Jan. 1995, pp. 117-124.
  85. Maini, K. Mehrotra, C. Mohant, and S. Ranka. Knowledge-Based Nonuniform Crossover. Complex Systems, Vol. 8, 1994, pp. 257-293.
  86. D. Ganguly, C. K. Mohan, and S. Ranka. A Space-and-Time-Efficient Coding Algorithm for Lattice Computations. IEEE Transactions on Knowledge and Data Engineering, Vol. 6(5), Oct. 1994, pp. 819-829.
  87. Ranka, J. C. Wang, and G. C. Fox. Static and Run-Time Algorithms for All-to-Many Personalized Communication on Permutation Networks. IEEE Transactions on Parallel and Distributed Systems, Vol. 5(12), Dec. 1994, pp. 1266-1274.
  88. Maini, K. Mehrotra, C. Mohan, and S. Ranka. Genetic Algorithms for Soft-Decision Decoding of Linear Block Codes. Evolutionary Computation, Vol. 2(2), June 1994, pp. 145-164.
  89. N. Choudhary, G. C. Fox, S. Hiranandani, K. Kennedy, C. Koelbel, S. Ranka, and C. W. Tseng. Unified Compilation of Fortran 77D and 90D. ACM Letters on Programming Languages and Systems, Vol. 2(1-4), 1993, pp. 95-114.
  90. Copty, S. Ranka, G. C. Fox, and R. Shankar. A Data-Parallel Algorithm for Solving the Region Growing Problem on the Connection Machine. Journal of Parallel and Distributed Computing, Vol. 21(1), Apr. 1994, pp. 160-168.
  91. Bozkus, A. Choudhary, G. Fox, T. Haupt, and S. Ranka. Compiling Fortran 90D/HPF for Distributed Memory MIMD Computers. Journal of Parallel and Distributed Computing, Vol. 21(1), Apr. 1994, pp. 15-26.
  92. Ahmad, K. Mehrotra, C. K. Mohan, S. Ranka, and A. Ghafoor. Performance Modeling of Load-Balancing Algorithms Using Neural Networks. Concurrency and Computation: Practice and Experience, Vol. 6(5), Aug. 1994, pp. 393-409.
  93. Anand, K. G. Mehrotra, C. K. Mohan, and S. Ranka. An Improved Algorithm for Neural Network Classification of Imbalanced Training Sets. IEEE Transactions on Neural Networks, Vol. 4(6), Nov. 1993, pp. 962-969.
  94. Anand, K. Mehrotra, C. K. Mohan, and S. Ranka. Analyzing Images Containing Multiple Sparse Patterns with Neural Networks. Pattern Recognition, Vol. 26(11), Nov. 1993, pp. 1717-1724.
  95. Shankar and S. Ranka. Parallel Vision Algorithms Using Sparse Array Representations. Pattern Recognition, Oct. 1993, Vol. 26(10), pp. 1511-1519.
  96. Ranka, J. C. Wang, and N. Yeh. Embedding Meshes on the Star Graph. Journal of Parallel and Distributed Computing, Oct. 1993, Vol. 19(2), pp. 131-135.
  97. Choudhary, G. Fox, S. Hiranandani, K. Kennedy, C. Koelbel, S. Ranka, and J. Saltz. Software Support for Irregular and Loosely Synchronous Problems. Computing Systems in Engineering, Vol. 3(1-4), 1992, pp. 43-52.
  98. Heywood and S. Ranka. A Practical Hierarchical Model of Parallel Computation I. The Model. Journal of Parallel and Distributed Computing, Vol. 16(3), Nov. 1992, pp. 212-232.
  99. Heywood and S. Ranka. A Practical Hierarchical Model of Parallel Computation II. Binary Tree and FFT Algorithms. Journal of Parallel and Distributed Computing, Vol. 16(3), Nov. 1992, pp. 233-249.
  100. Chakraborty, K. Mehrotra, C. K. Mohan, and S. Ranka. Forecasting the Behavior of Multivariate Time Series Analysis Using Neural Networks. Neural Networks, Vol. 5, 1992, pp. 961-970.
  101. N. Choudhary and S. Ranka. Mesh and Pyramid Algorithms for Iconic Indexing. Pattern Recognition, Vol. 25(9), Sept. 1992, pp. 1061-1067.
  102. V. Shankar and S. Ranka. Hypercube Algorithms for Operations on Quadtrees. Pattern Recognition, Vol. 25(7), July 1992, pp. 741-747.
  103. Ashutosh, H. Lee, C. K. Mohan, S. Ranka, K. Mehrotra, and C. Alexander. Prediction Criteria for Successful Weaning from Respiratory Support: Statistical and Connectionist Analyses. Critical Care Medicine, Vol. 20(9), 1992, pp. 1295-1301.
  104. C. Chung and S. Ranka. Mapping Finite Element Graphs on Hypercubes, The Journal of Supercomputing, Volume 6(3-4), 1992, pp. 257–282.
  105. G. Mehrotra, C. K. Mohan, and S. Ranka. Bounds on the Number of Samples Needed for Neural Learning. IEEE Transactions on Neural Networks, Vol. 2(6), Nov. 1991, pp. 548-558.
  106. Ranka and S. Sahni. Efficient Serial and Parallel Algorithms for Median Filtering. IEEE Transactions on Signal Processing, Vol. 39(6), June 1991, pp. 1462-1466.
  107. Ranka and S. Sahni. Clustering on a Hypercube Multicomputer. IEEE Transactions on Parallel and Distributed Systems, Vol. 2(2), Apr. 1991, pp. 129-137.
  108. Ranka and T. Heywood. Two-Dimensional Pattern Matching with k Mismatches. Pattern Recognition, Vol. 24(1), 1991, pp. 31-40.
  109. Ranka and S. Sahni. Image Template Matching on MIMD Hypercube Multicomputers. Journal of Parallel and Distributed Computing, Vol. 10(1), Sept. 1990, pp. 79-84.
  110. Ranka and S. Sahni. String Editing on an SIMD Hypercube Multicomputer. Journal of Parallel and Distributed Computing, Vol. 9(4), Aug. 1990, pp. 411-418.
  111. Ranka and S. Sahni. Convolution on Mesh-Connected Multicomputers. IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 12(3), Mar. 1990, pp. 315-318.
  112. Ranka and S. Sahni. Computing Hough Transforms on Hypercube Multicomputers. The Journal of Supercomputing, Vol. 4(2), June 1990, pp. 169–190.
  113. Ranka and S. Sahni. Odd-Even Shifts in SIMD Hypercubes. IEEE Transactions on Parallel and Distributed Systems, Vol. 1(1), Jan. 1990, pp. 77-82.
  114. Kaddoura, C. W. Ou, and S. Ranka. Mapping Unstructured Computational Graphs for Adaptive and Non-Uniform Computational Environments. IEEE Parallel & Distributed Technology: Systems & Applications, Vol. 3 (3), 1995, pp. 63-69.
  115. Choudhary and S. Ranka. Parallel Processing for Computer Vision and Image Understanding, Guest Editor’s Introduction. IEEE Computer Magazine, Vol. 25(2), Feb. 1992, pp. 7-10.
  116. Ranka, Y. Won, and S. Sahni, Programming a Hypercube Multicomputer. IEEE Software, Vol. 5, No. 5, Sept. 1988, pp. 69-77.

These conferences generally require full paper submission, are peer-reviewed, have a typical acceptance range between 15 to 30 percent, and have conference proceedings.

Best Paper Awards

  1. Chakrabarti, J. Judge, A. Rangarajan, and S. Ranka. Disaggregation of Remotely Sensed Soil Moisture in Heterogeneous Landscapes Using Holistic Structure based Models. Proceedings of IEEE International Geoscience and Remote Sensing Symposium (IGARSS), July 26-31, 2015, pp. 2580-2583 (Best Student Runner-up Award).
  2. Li, S. Ranka, and S. Sahni. Optimal Alignment of Three Sequences on A GPU. Proceedings of 6th International Conference on Bioinformatics and Computational Biology (BICoB), Mar. 24-26, 2014, pp. 177-182 (Best Paper Award).
  3. Song, S. Ranka, and T. Kahveci. Enzymatic Target Identification with Dynamic States. Proceedings of International Conference on Bioinformatics and Computational Biology (ACM-BCB), Aug. 2-4, 2010, pp. 180-187 (Best Student Paper Award).
  4. Wu, C. Jermaine, and S. Ranka. A LRT Framework for Fast Spatial Anomaly Detection. ACM Knowledge Discovery and Data Mining, June 28-July 1, 2009, pp. 887-896 (Best Research Paper Runner-up Award).
  5. Sahni, N. Rao, S. Ranka, Y. Li, E-S. Jung, and N. Kamath. Bandwidth Scheduling and Path Computation Algorithms for Connection-Oriented Networks. Proceedings of International Conference on Networking (ICN), Apr. 22-28, 2007, pp. 47-57 (Best Paper Award).

Published or Accepted

  1. P. Emami, P. He, A. Rangarajan and S. Ranka, Efficient Iterative Amortized Inference for Learning Symmetric and Disentangled Multi-Object Representations, Proceedings of International Conference on Machine Learning, to appear.
  2. K. Zhai, P. He, T. Banerjee, A. Rangarajan and S. Ranka, SparsePipe: Parallel Deep Learning for 3D Point Clouds, Proceedings of HiPC 2020, to appear.
  3. K. Zhai, T. Banerjee, A. Wijayasiri and S. Ranka, Batched Small Tensor-Matrix Multiplications On GPUs, Proceedings of HiPC 2020, to appear.
  4. R. Sengupta, R. Reddy, P.J. Shah, A. Rangarajan, S. Ranka, A Platoon Matching Approach for the Estimation of Arterial Travel Time Distributions, Proceedings of IEEE Intelligent Transportation Systems Conference, September 2020, to appear.
  5. D. Mahajan, Y. Karanati, A. Rangarajan, S. Ranka, Unsupervised Summarization and Change Detection in High-Resolution Signalized Intersection Datasets, Proceedings of IEEE Intelligent Transportation Systems Conference, September 2020, to appear.
  6. Mahajan, Y. Karanati, T. Banerjee, R. Reddy, A. Rangarajan, S. Ranka, A Scalable Data Analytics and Visualization System for City-wide Traffic Signal Data-sets, Proceedings of IEEE Intelligent Transportation Systems Conference, September 2020, to appear.
  7. Gheibi, T. Banerjee, S. Ranka. S. Sahni, Cache Efficient Louvain with Local RCM, Proceedings of ISCC 2020, to appear.
  8. Mahajan, Y. Karnati, T. Banerjee, A. Rangarajan, and S. Ranka, A Data Driven Approach to Derive Traffic Intersection Geography Using High Resolution Controller Logs, Proceedings of 2020 Vehicle Technology and Intelligent Transportation System (VEHITS), 2020, accepted.
  9. He, A. Wu, X. Huang, A. Rangarajan, and S. Ranka, Video-Based Machine Learning System for Commodity Classification, Proceedings of 2020 Vehicle Technology and Intelligent Transportation System (VEHITS), 2020, accepted.
  10. Chen, T. Banerjee, X. Huang, A. Rangarajan, and S. Ranka, A Visual Analytics System for Processed Videos from Traffic Intersections, Proceedings of 2020 Vehicle Technology and Intelligent Transportation System (VEHITS), 2020, accepted.
  11. Banerjee, X. Huang, K. Chen, A. Rangarajan, and S. Ranka,
    Clustering Object Trajectories for Intersection Traffic Analysis, Proceedings of 2020 Vehicle Technology and Intelligent Transportation System (VEHITS), 2020, accepted.
  12. Huang T. Banerjee, K. Chen, N. Varanasi, A. Rangarajan and S. Ranka, Machine Learning based Video Processing for Real-time Near-Miss Detection, Proceedings of 2020 Vehicle Technology and Intelligent Transportation System (VEHITS), 2020, accepted.
  13. Karnati, D. Mahajan, A. Rangarajan, and S. Ranka, Data Mining Algorithms for Traffic Interruption Detection, Proceedings of 2020 Vehicle Technology and Intelligent Transportation System (VEHITS), 2020, accepted.
  14. He, A. Wu, X. Huang, A. Rangarajan, and S. Ranka. Deep-Learning-Based Geometric Features for Effective Truck Selection and Classification from Highway Videos. Proceedings of 2019 IEEE Intelligent Transportation Systems (ITSC), 2019, pp. 824-30.
  15. Gadou, S. Mogli, T. Banerjee, and S. Ranka. Multiobjective Evaluation and Optimization of CMT-Bone on multiple CPU/GPU systems. Proceedings of IEEE International Green and Sustainable Computing, 2019, pp. 1-7.
  16. Gheibi, T. Banerjee, S. Ranka. S. Sahni, “Multilevel Approaches to Fine Tune Performance of Linear Algebra Libraries”, Proceedings of 2019 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), pp. 1-6.
  17. Banerjee, K. Chen, X. Huang, A. Rangarajan, and S. Ranka. A Multi-sensor System for Traffic Analysis at Smart Intersections. Proceedings of 2019 International Conference on Contemporary Computing, 2019, pp. 1-6.
  18. Mahajan, T Banerjee, A. Rangarajan, N. Agarwal, J. Dilmore, E. Posadas, and S. Ranka. Analyzing Traffic Signal Performance Measures to Automatically Classify Signalized Intersections. Proceedings of VEHITS 2019, 2019, pp.138-147.
  19. Yang, A. Rangarajan, and S. Ranka. Visual Explanations from Deep 3D Convolutional Neural Networks for Alzheimer’s Disease Classification. Proceedings of AMIA 2018 Symposium, 2018, pp. 1571-1580.
  20. Gadou, T. Banerjee, M. Arunachalam, G. Shipman, and S. Ranka. Multiobjective Evaluation and Optimization of CMT-Bone on Intel Knights Landing. Proceedings of IEEE International Green and Sustainable Computing, 2018, pp. 1-6. doi: 10.1109/IGCC.2018.8752152.
  21. Wijayasiri, T. Banerjee, S. Ranka, S. Sahni, and M. Schmalz. Performance and Energy Evaluation of SAR Reconstruction on Intel Knights Landing. Proceedings of IEEE International Green and Sustainable Computing, 2018, pp. 1-8.
    doi: 10.1109/IGCC.2018.8752136.
  22. Yang, A. Rangarajan, and S. Ranka. Global Model Interpretation via Recursive Partitioning. Proceedings of 4th IEEE International Conference on Data Science and Systems (DSS), 2018, pp. 1563-1570.
  23. Yang, C. Delcher, E. Shenkman, and S. Ranka. Clustering Inter-Arrival Time of Health Care Encounters for High Utilizers. Proceedings of 20th IEEE International Conference on E-health Networking, Application & Services (HealthCom), 2018, pp 1-6.
  24. Emami, M. Pourmehrab, M. Martin-Gasulla, S. Ranka, L. Elefteriadou. A Comparison of Intelligent Signalized Intersection Controllers Under Mixed Traffic. Proceedings of IEEE Intelligent Transportation Systems Conference, 2018, pp. 341-348.
  25. Yan, X. Huang, A. Rangarajan, and S. Ranka. Densely Labeling Large-Scale Satellite Images with Generative Adversarial Networks. IEEE International Conference on Big Data Intelligence and Computing (DataCom 2018), pp. 927-934.
  26. Yan, A. Rangarajan, and S. Ranka. An Efficient Deep-Representation-Based Framework for Large-Scale Terrain Classification. Proceedings of 2018 International Conference on Pattern Recognition, 2018, pp. 940-945
  27. Zhai, T. Banerjee, D. Zwick, J. Hackl, and S. Ranka. Dynamic Load Balancing for Compressible Multiphase Turbulence. Proceedings of the 2018 International Conference on Supercomputing (ICS ’18), 2018, pp. 318-327.
  28. Tang, M. Gadou, S. C Rennich, T. A Davis, and S. Ranka. A Multilevel Subtree Method for Single and Batched Sparse Cholesky Factorization. Proceedings of the 47th International Conference on Parallel Processing, 2018, pp. 50:1-50:10.
  29. Yan, M. Sethi, A. Rangarajan, and S. Ranka. Super-scalable Computation Framework for Automated Terrain Identification, DataCom 2017, pp.1127-1134.
  30. Wijayasiri, T. Banerjee, S. Ranka, S. Sahni, and M. Schmalz, Parallel Dynamic Data Driven Approaches for Synthetic Aperture Radar, Proceedings of HiPC 2017, pp.193- 202.
  31. Yang, C. Delcher, E. Shenkman, and S. Ranka, Identifying High Health Care Utilizers Using Post-Regression Residual Analysis of Health Expenditures from a State Medicaid Program. Proceedings of AMIA 2017 Annual Symposium, pp. 1848-1857.
  32. Chakrabarti, P. Liu, J. Judge, A. Rangarajan, R. D. De Roo, R. Bindlish, A. Colliander, S. Misra, S. Tripp, B. Latham, R. Williamson, I. Ramos, T. J. Jackson, A. W. England, S. Ranka, and S. Yueh. A Spatio-temporal Data Fusion Algorithm for Estimating High-Resolution Soil Moisture in Agricultural Regions. Proceedings of IGARSS 2017, pp. 2495-2498.
  33. Emami, L. Elefteriadou, and S. Ranka. Tracking Vehicles Equipped with Dedicated Short-Range Communication at Traffic Intersections. Proceedings of Seventh ACM International Symposium on Design and Analysis of Intelligent Vehicular Networks and Applications (DIVANet), MSWIM 2017, pp. 9-16.
  34. Pourmehrab, L. Elefteriadou, and S. Ranka. Smart Intersection Control Algorithms for Automated Vehicles. Proceedings of the 10th International Conference on Contemporary Computing (IC3 2017), 2017, pp. 1-6. doi: 10.1109/IC3.2017.8284361.
  35. Kheirkhahan, S. Mehta, M. Nath, A. A. Wanigatunga, D. B. Corbett, T. M. Manini, and S. Ranka. A Bag-of-Words Approach for Assessing Activities of Daily Living Using Wrist Accelerometer Data. Proceedings of BIBM 2017, pp. 678-685.
  36. Kheirkhahan, Z. Chen, D. B. Corbett, A. A. Wanigatunga, T. M. Manini, and S. Ranka. Adaptive Walk Detection Algorithm Using Activity Counts. Proceedings of International Conference on Biomedical and Health Informatics (BHI), Feb. 16-19, 2017, pp. 161-164.
  37. Kheirkhahan, H. Das, M. Battula, A. Davoudi, P. Rashidi, T. M. Manini, and S. Ranka. Power-Efficient Real-Time Approach to Non-Wear Time Detection for Smartwatches. Proceedings of International Conference on Biomedical and Health Informatics (BHI), Feb. 16-19, 2017, pp. 217-220.
  38. Tang, M. Gadou, and S. Ranka. A Multithreaded Algorithm for Sparse Cholesky Factorization on Hybrid Multicore Architectures. Proceedings of International Conference on Computational Sciences (ICCS), June 12-14, 2017, pp. 616-625.
  39. Yang, C. Delcher, E. Shenkman, and S. Ranka. Machine Learning Approaches for Predicting High Utilizers in Health Care. Proceedings of International Work-Conference on Bioinformatics and Biomedical Engineering (IWBBIO), Apr. 26-28, 2017, pp. 382-395.
  40. Wijayasiri, T. Banerjee, S. Ranka, S. Sahni, and M. Schmalz. Dynamic Data Driven Image Reconstruction Using Multiple GPUs. Proceedings of International Symposium on Signal Processing and Information Technology (ISSPIT), Dec. 12-16, 2016, pp. 241-246.
  41. Yang, M. Sethi, A. Rangarajan, and S. Ranka. Supervoxel-based Segmentation of 3D Volumetric Images. Proceedings of Asian Conference on Computer Vision (ACCV), Nov. 21-23, 2016, pp. 37-53.
  42. Guan, J. Corring, M. Sethi, S. Ranka, and A. Rangarajan. Image Stack Surface Area Minimization for Groupwise and Multimodal Affine Registration. Proceedings of International Conference on Pattern Recognition (ICPR), Dec. 4-8, 2016, pp. 4196-4201.
  43. Banerjee, J. Hackl, M. Sringarpure, T. Islam, S. Balachandar, T. Jackson, and S. Ranka. CMT-Bone: A Proxy Application for Compressible Multiphase Turbulent Flows. Proceedings of IEEE International Conference on High Performance Computing (HiPC), Dec. 19-22, 2016, pp. 173-182.
  44. Gadou, T. Banerjee, and S. Ranka. Multiobjective Optimization of CMT-Bone on Hybrid Processors. Proceedings of IEEE International Green and Sustainable Computing (IGSC), Nov. 7-9, 2016, pp.1-8.
  45. Yang, C. Delcher, E. Shenkman, and S. Ranka. Predicting 30-Day All-Cause Readmissions from Hospital Inpatient Discharge Data. Proceedings of 18th IEEE International Conference on E-health Networking, Application & Services (HealthCom), Sept. 14-17, 2016, pp. 1-6.
  46. Nair, M. Kheirkhahan, A. Davoudi, P. Rashidi, A. Wanigatunga, D. Corbett, T. Manini, and S. Ranka. ROAMM: A Software Infrastructure for Real-time Monitoring of Personal Health, Proceedings of 18th IEEE International Conference on E-health Networking, Application & Services (HealthCom), Sept. 14-17, 2016, pp. 1-6.
  47. Banerjee and S. Ranka. Genetic-Algorithm-Based Autotuning Approach for Performance and Energy Optimization. Proceedings of IEEE International Green and Sustainable Computing (IGSC), Dec. 14-16, 2015, pp.1-8.
  48. Wang, S. Ranka, and P. Mishra. Efficient Task Partitioning and Scheduling for Thermal Management in Multicore Processors. Proceedings of IEEE International Symposium on Quality Electronic Design (ISQED), Mar. 2-4, 2015. pp. 1-6.
  49. Kumar, M. Sringarpure, T. Banerjee, J. Hackl, S. Balachandar, H. Lam, A. D. George, and S. Ranka. CMT-bone: A Mini-App for Compressible Multiphase Turbulence Simulation Software. Proceedings of IEEE International Conference on ClusterComputing (CLUSTER), Sept. 8-11, 2015, pp. 785-792.
  50. Sethi, Y. Yan, A. Rangarajan, R. R. Vatsavai, and S. Ranka. Scalable Machine Learning Approaches for Neighborhood Classification Using Very High Resolution Remote Sensing Imagery. Proceedings of Knowledge Discovery and Data Mining (KDD), Aug. 10-13, 2015, pp. 2069-2078.
  51. Sethi, Y. Yan, A. Rangarajan, R. R. Vatsavai, and S. Ranka. An Efficient Computational Framework for Labeling Large-Scale Spatiotemporal Remote Sensing Datasets. Proceedings of International Conference on Contemporary Computing (IC3), Aug. 10-12, 2014, pp. 635-640.
  52. Tan and S. Ranka. Thermal-aware Scheduling for Data Parallel Workloads on Multi-Core Processors. Proceedings of IEEE International Symposium of Computer Communications (ISCC), June 23-26, 2014, pp. 1-7.
  53. Wang and S. Ranka. Task Scheduling for Energy Optimization and Temperature Improvements. Proceedings of IEEE International Symposium of Computer Communications (ISCC), June 23-26, 2014, pp. 1-7.
  54. Chapman, S. Ranka, S. Sahni, M. Schmalz, L. Moore, and B. Elton. A Framework for Rendering High Resolution Synthetic Aperture Radar Images on Heterogeneous Architectures. Proceedings of IEEE International Symposium of Computer Communications (ISCC), June 23-26, 2014, pp. 1-6.
  55. Seetharaman, E. T. Hayden, M. S. Schmalz, W. Chapman, S. Ranka, and S. K. Sahni. Dynamic Multistatic Synthetic Aperture Radar (DMSAR) with Image Reconstruction Algorithms and Analysis. Proceedings of Applied Imagery Pattern Recognition Workshop: Sensing for Control and Augmentation (AIPR), Oct. 23-25, 2013, pp. 1-9.
  56. Li, S. Ranka, and S. Sahni. Multicore and GPU Algorithms for NussiNov. RNA Folding. Proceedings of International Conference on Computational Advances in Bio and Medical Sciences (ICCABS), June 12-14, 2013, pp. 1-9.
  57. T. Hayden, M. S. Schmalz, W. Chapman, S. Ranka, S. Sahni, and G. Seetharaman. Techniques for Mapping Synthetic Aperture Radar Processing Algorithms to Multi-GPU Clusters. Proceedings of International Symposium on Signal Processing and Information Technology (ISSPIT), Dec. 12-15, 2012, pp. 13-18.
  58. Li, S. Ranka, and S. Sahni. Parallel Syntenic Alignment on GPUs. Proceedings of ACM Conference on Bioinformatics, Computational Biology and Biomedicine (ACM-BCB), Oct. 7-10, 2012, pp. 266-273.
  59. Wang, H. Tan, and S. Ranka. Energy and Performance Tradeoffs for Matrix Multiplication on Multicore Machines. Proceedings of International Green Computing Conference (IGCC), Oct. 23-25, 2012, pp. 1-6.
  60. Almutairi, S. Ranka, and M. Somaiya. A Fast Algorithm for Learning Weighted Ensemble of Roles. Proceedings of International Conference on Contemporary Computing (IC3), Aug. 6-8, 2012, pp. 73-85.
  61. Li, S. Ranka, and S. Sahni. Pairwise Sequence Alignment for Very Long Sequences on GPUs. Proceedings of IEEE International Conference on Computational Advances in Bio and Medical Sciences (ICCABS), Feb. 23-25, 2012, pp. 1-6.
  62. Munir, A. Gordon-Ross, and S. Ranka. Parallelized Benchmark-driven Performance Evaluation of SMPs and Tiled Multi-core Architectures for Embedded Systems. Proceedings of International Performance Computing and Communications Conference (IPCCC), Dec. 1-3, 2012, pp. 416-423.
  63. Bandyopadhyay, M. Somaiya, S. Ranka, and T. Kahveci. SSLPred: Predicting Synthetic Sickness Lethality. Proceedings of Pacific Symposium on Biocomputing (PSB), Jan. 3-7, 2012, pp. 7-12.
  64. Wang, P. Mishra, and S. Ranka. Temperature-aware Task Partitioning for Real-Time Scheduling in Embedded Systems. Proceedings of IEEE Conference on VLSI Design (VLSID), Jan. 7-11, 2012, pp. 161-166.
  65. BandyopadhyayM. Somaiya, S. Ranka, and T. Kahveci. Identifying Differentially Regulated Genes. Proceedings of IEEE International Conference on Computational Advances in Bio and Medical Sciences (ICCABS), Feb. 3-5, 2011, pp.19-25.
  66. E-S. Jung, S. Ranka and S. Sahni: Workflow Scheduling in E-Science Networks. Proceedings of IEEE International Symposium of Computer Communications (ISCC), June 28 – July 1, 2011, pp. 432-437.
  67. Li, S. Ranka and S. Sahni: Wavelength Scheduling in Time-Domain Wavelength Interleaved Networks. Proceedings of IEEE International Symposium of Computer Communications (ISCC), June 28 – July 1, 2011, pp. 519-524.
  68. G. JosephG. Ravunnikutty, S. Ranka, E. D’AzevedoS. Klasky, Efficient GPU Implementation for Particle in Cell Algorithm. Proceedings of IEEE International Parallel & Distributed Processing Symposium, (IPDPS), May 16-20, 2011, pp. 395-406
  69. MunirA. Gordon-Ross and S. Ranka: A Queueing Theoretic Approach for Performance Evaluation of low-power multi-core embedded systems. Proceedings of International Conference on Computer Design (ICCD), Oct. 9-12, 2011, pp. 198-205.
  70. Wang, P. Mishra and S. Ranka, Dynamic Cache Reconfiguration and Partitioning for Energy Optimization in Real-Time Multi-Core Systems. Proceedings of ACM/IEEE Design Automation Conference (DAC), June 5-10, 2011, pp. 948-953.
  71. Wang, S. Ranka and P. Mishra, A General Algorithm for Energy-Aware Dynamic Reconfiguration in Multitasking Systems. Proceedings of International Conference on VLSI Design (VLSID), 2011, pp. 334-339.
  72. Bandyopadhyay, M. Somaiya, S. Ranka and T. Kahveci,
    Identifying Differentially Regulated Genes. Proceedings of IEEE International Conference on Computational Advances in Biological and Medical Sciences (ICCABS), 2011, pp. 19-25.
  73. Bandyopadhyay, M. Somaiya, S. Ranka and T. Kahveci,
    Modeling Perturbations Using Gene Networks. Proceedings of International Conference on Computational Systems Biology (CSB), 2010, pp. 26-37.
  74. Chapman, S. Ranka, S. Sahni, M. Schmalz, U. K. Majumder: Parallel Processing Techniques for the Processing of Synthetic Aperture Radar Data on FPGAs. Proceedings of International Symposium on Signal Processing and Information Technology (ISSPIT), 2010, pp. 17-22.
  75. -S. Jung, S. Ranka, and S. Sahni, Topology Aggregation for e-Science Networks, Proceeding of the 10th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid), 2010, pp. 530-533.
  76. -S. Jung, S. Ranka, and S. Sahni, Bandwidth Allocation for Iterative Data-dependent e-Science Applications. Proceedings of the 10th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid), 2010, pp. 233-242.
  77. Wang and S. Ranka, A Simple Thermal Model for Multi-core Processors and Its Application to Slack Allocation. Proceedings of International Parallel and Distributed Processing Symposium (IPDPS), 2010, pp. 1-11.
  78. Li, S. Ranka, and S. Sahni: First-Slot Scheduling with Wavelength Conversion for Distributed File Transfers. Proceedings of International Symposium on Signal Processing and Information Technology (ISSPIT), 2010, pp. 42-47.
  79. Somaiya, C. Jermaine, and S. Ranka, Mixture Models for Learning Low-Dimensional Roles in High-Dimensional Data. Proceedings of Knowledge Discovery and Data Mining (KDD), 2010, pp. 909-918.
  80. Wang, S. Ranka, and Y. Xi, Slotted Wavelength Scheduling for Bulk Transfers in Research Networks. Proceedings of International Conference on Parallel Processing, (ICPP), 2009, pp. 317-324.
  81. Kang and S. Ranka, Energy-Efficient Dynamic Scheduling on Parallel Machines. HiPC –International Conference on High Performance Computing (HiPC), 2008, pp. 208-219
  82. Song, C. Jermaine, S. Ranka, and J. Gums, A Bayesian Mixture Model with Linear Regression Mixing Proportions. Proceedings of Knowledge Discovery and Data Mining (KDD), 2008, pp. 659-667.
  83. Li, S. Ranka and S. Sahni, In-advance Path Reservation for File Transfers In e-Science Applications. IEEE Symposium on Computers and Communications (ISCC), 2009, pp. 176-181
  84. -S. Jung, Y. Li, S. Ranka, and S. Sahni, Performance Evaluation of Routing and Wavelength Assignment Algorithms For Optical Networks, IEEE Symposium on Computers and Communications (ISCC), 2008, pp. 62-67.
  85. -S. Jung, Y. Li, S. Ranka, and S. Sahni, An Evaluation of In-Advance Bandwidth Scheduling Algorithms for Connection-Oriented Networks. The International Symposium on Parallel Architectures, Algorithms, and Networks (I-SPAN), 2008, pp. 133-138.
  86. Liu, S. Ranka, and T. Kahveci, Classification and Feature Selection Algorithms for CGH Data. Proceedings of Intelligent Systems for Molecular Biology (ISMB), 2008, pp. 86-95.
  87. K. Manna, S. Ranka, and S. Chen, Analysis of Maximum Executable Length for Detecting Text-based Malware. Proceedings of International Conference on Distributed Computing Systems (ICDCS), 2008, pp. 176-183.
  88. K. Manna, S. Chen, and S. Ranka, Exact Modeling of Propagation for Permutation-Scanning Worms. Proceedings of IEEE Conference on Computer Communications (INFOCOM), 2008, pp. 1696-1704.
  89. K. Manna, S. Ranka, and S. Chen, DAWN: A Novel Strategy for Detecting ASCII Worms in Networks. Proceedings of IEEE Conference on Computer Communications (INFOCOM), 2008, pp. 2315-2323.
  90. Kang and S. Ranka, DVS based Energy Minimization Algorithm for Parallel Machines. Proceedings of IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2008, pp. 1-12.
  91. Ahmad, S. Ranka, and S. U. Khan, Using Game Theory for Scheduling Tasks on Multi-core Processors for Simultaneous Optimization of Performance and Energy. Proceedings of IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2008, pp. 1-6.
  92. Martinez, J. Hammer, and S. Ranka, BioDQ: Data Quality Estimation and Management for Biological Databases. Proceedings of 4th International Symposium on Bioinformatics Research and Applications, 2008, pp. 469-480.
  93. Kang and S. Ranka, Dynamic Algorithms for Energy Minimization on Parallel Machines., Proceeding of Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP), 2008, pp. 399-406.
  94. Sridhar, B. Song, T. Kahveci, and S. Ranka, Mining Metabolic Networks for Optimal drug targets. Proceedings of Pacific Symposium on Biocomputing (PSB), 2008, pp. 291-302.
  95. Liu, S. Ranka, and T. Kahveci, A Web Server for Mining Comparative Genomic Hybridization (CGH) data, AIP Conference Proceedings Volume 953, Oct. 2007, pp. 144-161.
  96. Song, M. Wu, C. Jermaine, and S. Ranka, Statistical Change Detection for Multi-Dimensional Data. Proceedings of Knowledge Discovery and Data Mining (KDD), 2007, pp. 667-676.
  97. Rajah, S. Ranka and Y. Xia, Scheduling Bulk File Transfer with Start and End Times. Proceedings of IEEE International Symposium on Network Computing and Applications (NCA), 2007, pp. 295-298.
  98. Chitnis, A. Dobra, and S. Ranka, Analyzing the Multiple Aggregation Trees Technique for Fault Tolerance in Sensor Networks. Proceedings of International Conference on Information Systems, Technology and Management (ICISTM), Mar. 2007, pp. 269-279.
  99. Sridhar, T. Kahveci, and S. Ranka, An Iterative Algorithm for Metabolic-Network-Based Drug Target Identification. Proceedings of Pacific Symposium on Biocomputing (PSB), 2007, pp. 88-99.
  100. In, P. Avery, R. Cavanaugh, L. Chitnis, M. Kulkarni and S. Ranka, SPHINX: A Fault-Tolerant System for Scheduling in Dynamic Grid Environments, Proceedings of International Parallel & Distributed Processing Symposium (IPDPS), Apr., 2005, pp. 12b -12b.
  101. Sahni, S. Ranka, S. Kamath, J. Palta, and J. Li, IMRT Leaf Sequencing and Field-Splitting System, The First Annual Florida Tech Transfer Conference, St. Petersburg, FL, May 17-18, 2004.
  102. Kamath, S. Sahni, S. Ranka, J. Li and J. Palta, IMRT Leaf Sequencing Algorithms, Book of Invited Talks, Silver Jubilee AMPI Conference, International Conference of Medical Physics (ICMP), Oct. 28-31, 2004, pp. 50-53, invited paper.
  103. Kamath, S. Sahni, J. Li, J. Palta and Sanjay Ranka, A Generalized Field Splitting Algorithm for Optimal IMRT Delivery Efficiency, 47th Annual Meeting of the American Association of Physicists in Medicine (AAPM), Seattle, WA, July 24-28, 2005.
  104. In, P. Avery, R. Cavanaugh, L. Chitnis, M. Kulkarni, P. Padala, and S. Ranka, A Distributed Service Architecture for Data Intensive Analysis, Poster Session of the 11th International Conference on High Performance Computing (HiPC), 2004.
  105. In, P. Avery, R. Cavanaugh, L. Chitnis, M. Kulkarni, P. Padala, and S. Ranka, SPHINX: A Scheduling Middleware for Data Intensive Applications on a Grid. Proceedings of Computing in High Energy Physics (CHEP) 2004, pp. 891-894.
  106. Kamath, S. Sahni, J. Palta, S. Ranka, and J. Li, Optimal Leaf Sequencing with Elimination of Tongue-and-groove under Dosage, Annual Meeting of the American Association of Physicists in Medicine (AAPM), July 25-29, 2004.
  107. Kamath, J. Li, S. Sahni, S. Ranka, and J. Palta, Optimal Field Splitting for Large Intensity-Modulated Fields, 46th Annual Meeting of the American Association of Physicists in Medicine, Pittsburgh, PA, July 25-29, 2004.
  108. -U. In, P. Avery, R. Cavanaugh, S. Ranka, Policy-Based Scheduling for Simple Quality of Service in Grid Computing. Proceedings of International Conference on Parallel and Distributed Systems (IPDPS), 2004, pp. 23-32.
  109. Grama, V. Kumar, S. Ranka and V. Singh, Architecture Independent Analysis of Parallel Programs, International Conference on Computational Science (ICCS), 2001, pp. 599-608.
  110. Alsabti, S. Ranka and V. Singh. An Efficient Space-Partitioning Based Algorithm for the K-Means Clustering. Proceedings of The Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 1999, pp. 355-359.
  111. Alsabti, S. Ranka and V. Singh, An Efficient Parallel Algorithm for High Dimensional Similarity Join. Proceedings of the First Merged International Parallel Processing Symposium and Symposium on Parallel and Distributed Processing (IPPS/SPDP), Mar. 30 – Apr. 3, 1998, pp. 556-560.
  112. Alsabti and S. Ranka, Skew-Insensitive Parallel Algorithms for Relational Join. Proceedings of the 5th International Conference on High Performance Computing (HiPC), 1998, pp. 367-374.
  113. Al-Furaih and S. Ranka, Practical Algorithms for Internal and External Sorting. Proceedings of The Second International Conference on Parallel and Distributed Computing and Networks (PDCN), Dec. 1998.
  114. Yoon, M. K. Sreenivas, S. Ranka, and P. Avery, ASWAN: Advanced Data Server for Fast and Efficient Access to High Energy Physics Data. Proceedings of The Second International Conference on Parallel and Distributed Computing and Networks (PDCN), Dec. 1998.
  115. Fang, Z. Li, J. Palta, S. Ranka, and S. Sahni, Fast Hierarchical Algorithms for Brachytherapy Calculation Using Monte Carlo Simulation, 40th Annual Meeting of the American Association of Physics in Medicine (AAPM), Aug. 9-13, 1998.
  116. Yoon, M. K. Sreenivas, S. Ranka, and P. Avery, Data Access Models for Fast and Efficient Access to HEP Data. International Conference on Computing in High Energy and Nuclear Physics, Chicago, Sept. 1998.
  117. Alsabti, S. Ranka and V. Singh, CLOUDS: A Decision Tree Classifier for Large Datasets. Proceedings of the 4th Knowledge Discovery and Data Mining Conference (KDD), Aug. 1998, pp. 2-8.
  118. Thomas, S. Bodagala, K. Alsabti and S. Ranka. An Efficient Algorithm for the Incremental Updation of Association Rules in Large Databases, Proceedings of the 3rd Knowledge Discovery and Data Mining Conference (KDD), Aug. 1997, pp. 263-266.
  119. Alsabti, S. Ranka and V. Singh, A One-Pass Algorithm for Accurately Estimating Quantiles for Disk-Resident Data. Proceedings of the Very Large Databases Conference (VLDB), Aug. 1997, pp. 346-355.
  120. Alsabti and S. Ranka, Integer Sorting Algorithms for Coarse-Grained Parallel Machines. Proceedings of the 4th International Conference on High Performance Computing (HiPC), 1997, pp. 159-164.
  121. Al-Furaih and S. Ranka, Memory Hierarchy Management for Iterative Graph Structures. Proceedings of the First Merged International Parallel Processing Symposium and Symposium on Parallel and Distributed Processing (IPPS/SPDP), 1998, pp. 298-302.
  122. S. Lee, S. Ko, S. Ranka and B. Min, High Performance External Computations using User Controllable I/O. Proceedings of the First Merged International Parallel Processing Symposium and Symposium on Parallel and Distributed Processing (IPPS/SPDP), 1998, pp. 303-307.
  123. Bae, D. Kim and S. Ranka. Vector Prefix and Reduction Computation on Coarse G rained Distributed Memory Parallel Machines. Proceedings of the First Merged International Parallel Processing Symposium and Symposium on Parallel and Distributed Processing (IPPS/SPDP), 1998, pp. 321-325.
  124. Al-Furaih, T. Johnson and S. Ranka. Calculating Robust Depth Measures for Large Data Sets. Proceedings of DIMACS Workshop on External Memory Algorithms, 1998, pp. 71-86.
  125. Grahma, V. Kumar, S. Ranka, and V. Singh. A^3: A Simple and Asymptotically Accurate Model for Parallel Computation. Proceedings of the 6th Symposium on Frontiers of Massively Parallel Computing, Oct. 1996, pp. 60-69.
  126. Goil, S. Aluru and S. Ranka, Concatenated Parallelism: A Technique for Efficient Parallel Divide and Conquer. Proceedings of the 8th IEEE Symposium on Parallel and Distributed Processing, Oct. 1996, pp. 488-495.
  127. Menon, K. Mehrotra, C.K. Mohan and S. Ranka. A Probabilistic Database Approach to the Analysis of Genetic Algorithms. Proceedings of the 4th Conference on Parallel Problem Solving from Nature (PPSN), Berlin (Germany), Sept. 1996, pp. 164-173.
  128. Menon, K. Mehrotra, C.K. Mohan and S. Ranka, Replicators, Majorization and Genetic Algorithms: New Models and Analytical Tools. Proceedings of Foundations of Genetic Algorithms Workshop (FOGA), Aug. 1996, pp. 155-180.
  129. Menon, K. Mehrotra, C.K. Mohan and S. Ranka, Selection, Majorization and Replicators. Proceedings of IEEE International Conference on Evolutionary Computation, May 1996, pp. 606-610.
  130. Al-Furaih, S. Aluru, S. Goil and S. Ranka, Parallel Construction of Multidimensional Binary Search Trees. Proceedings of the 10th International Conference on Supercomputing, May 1996, pp. 205-212.
  131. Bae and S. Ranka, Pack/Unpack on Coarse Grained Distributed Memory Parallel Machines. Proceedings of the 10th International Parallel Processing Symposium (IPPS), Apr. 1996, pp. 320-324.
  132. Al-Furaih, S. Aluru, S. Goil and S. Ranka, Practical Algorithms for Selection on Coarse Grained Machines. Proceedings of the 10th International Parallel Processing Symposium (IPPS), Apr. 1996, pp. 309-313.
  133. K. Liao, C. W. Ou and S. Ranka, Dynamic Alignment and Distribution of Irregularly coupled data arrays for scalable parallelization of Particle-in-Cell problems. Proceedings of the 10th International Parallel Processing Symposium (IPPS), Apr. 1996, pp. 57-61.
  134. Menon, K. Mehrotra, C. Mohan and S. Ranka, Optimization Using Replicators, Proceedings of the 6th International Conference on Genetic Algorithms, 1995, pp. 209-216.
  135. W. Ou, M. Gunwani and S. Ranka, Architecture-Independent Locality-Improving Transformations of Computational Graphs Embedded in k-Dimensions, Proceedings of the 9th International Conference on Supercomputing, June 1995, pp. 295 -298.
  136. V. Shankar and S. Ranka, Highly Irregular Data Accesses with Hotspots on a Coarse Grained Parallel Machine, Proceedings of the 9th International Parallel and Distributed Processing Symposium (IPDPS), Oct. 1995, pp. 406-413.
  137. Bae and S. Ranka, Parallelization of Two Breadth-First Search-Based Applications Using Different Message-Passing Paradigms: An Experimental Evaluation. Proceedings of the 5th Symposium on the Frontiers of Massively Parallel Computation, Feb. 1995, pp. 12-19.
  138. Ranka, R. Shankar and K. Alsabti, Many-to-Many Communication with Bounded Traffic, Proceedings of the 5th Symposium on the Frontiers of Massively Parallel Computation, Feb. 1995, pp. 20-27.
  139. W. Ou and Sanjay Ranka, Parallel Remapping Algorithms for Adaptive Problems, The 5th Symposium on the Frontiers of Massively Parallel Computation, Feb. 1995, pp. 367-374.
  140. V. Shankar and S. Ranka. Performing Dynamic Permutations on a Coarse-Grained Parallel Machine. Proceedings of First International Workshop on Parallel Processing, Bangalore, India, Dec. 1994, pp. 55-60.
  141. S. Maini, K. G. Mehrotra, C. K. Mohan, and S. Ranka, Genetic Algorithms for Graph Partitioning and Incremental Graph Partitioning. Proceedings of the ACM/IEEE Conference on Supercomputing, Nov. 1994, pp. 449-457.
  142. W. Ou and S. Ranka, Parallel Incremental Graph Partitioning Using Linear Programming. Proceedings of the ACM/IEEE Conference Supercomputing, Nov. 1994, pp. 458-467.
  143. C. Wang and S. Ranka, Scheduling of Unstructured Communication on the Intel iPSC/860. Proceedings of the ACM/IEEE Conference on Supercomputing, Nov. 1994, pp. 360-369.
  144. P. Koester, S. Ranka and G. Fox, A Parallel Gauss-Seidel Algorithm for Sparse Power System Matrices. Proceedings of the ACM/IEEE Conference on Supercomputing, Nov. 1994, pp. 184-193.
  145. Lee, K. Mehrotra, C. K. Mohan, and S. Ranka, An Incremental Network Construction Algorithm for Approximating Discontinuous Functions. Proceedings of the IEEE International Conference on Neural Networks, Vol. IV, June 1994, pp. 2191-2196.
  146. T. Chiu, K. Mehrotra, C. K. Mohan, and S. Ranka. Training Techniques to Obtain Fault Tolerant Neural Networks. Proceedings of the 24th International Symposium on Fault-Tolerant Computing, (FTCS-24) June 1994, pp. 360-369.
  147. S. Maini, K.G. Mehrotra, C. K. Mohan, and S. Ranka. Knowledge-Based Non-uniform Crossover. Proceedings of the 1st IEEE International Conference on Evolutionary Computation, June 27-29, 1994, pp. 22-27.
  148. S. Maini, K. G. Mehrotra, C. K. Mohan, and S. Ranka. Soft Decision Decoding of Linear Block Codes Using Genetic Algorithms. Proceedings of the IEEE International Symposium on Information Theory, June 27-July 1, 1994, p. 397.
  149. C. Chung and S. Ranka. An Optimization Approach for Static Scheduling of Directed-Acyclic Graphs on Distributed Memory Multiprocessors. Proceedings of International Conference on Parallel Processing, 1992.
  150. W. Ou, S. Ranka, and G. Fox. Fast Mapping and Remapping Algorithms for Irregular and Adaptive Problems. Proceedings of International Conference on Parallel and Distributed Systems (ICPADS), Dec. 1993, pp. 279-283.
  151. Kaddoura, S. Ranka, and A. Wang. Array Decompositions for Non-uniform Computational Environments. Proceedings of International Conference on Parallel and Distributed Systems, Dec. 1993, pp. 269-273.
  152. C. Wang, T. H. Lin, and S. Ranka. Distributed Scheduling of Unstructured Collective Communication on the CM-5. Proceedings of the Twenty-Seventh Hawaii International Conference on System Sciences (HICSS-27), Jan. 4-7, 1994, pp. 483-492.
  153. T. Chiu, K. Mehrotra, C. K. Mohan, and S. Ranka. Fault Tolerance of Feedforward Neural Networks with Hardware Limitations. Proceedings of International Symposium on Artificial Neural Networks, Dec. 1993, pp. E31-E40.
  154. Bozkus, S. Ranka, G. Fox, and A. Choudhary. Performance Comparison of the CM-5 and Intel Touchstone Delta for Data Parallel Operations. Proceedings of 1993 5th IEEE Symposium on Parallel and Distributed Processing, Dec. 1-4, 1993, pp. 307-310.
  155. Bozkus, A. Choudhary, G. Fox, T. Haupt, and S. Ranka. Compiling Distribution Directives in a Fortran 90D Compiler. Proceedings of 1993 5th IEEE Symposium on Parallel and Distributed Processing, Dec. 1-4, 1993, pp. 617-620.
  156. Ranka, M. Kaddoura, A. Wang, and G. Fox. Heterogeneous Computing on Heterogeneous Systems: Software and Application Issues. Proceedings of the 1993 ACM/IEEE conference on Supercomputing (Supercomputing ’93), Nov. 19, 1993, pp. 763-764.
  157. Bozkus, A. Choudhary, G. Fox, T. Haupt, and S. Ranka. Fortran 90D/HPF Compiler for Distributed Memory MIMD Computers: Design, Implementation and Performance Results. Proceedings of the 1993 ACM/IEEE Conference on Supercomputing (Supercomputing ’93), Nov. 19, 1993, pp. 351-360.
  158. Ranka, J. C. Wang, and M. Kumar. Personalized Communication Avoiding Node Contention on Distributed Memory Systems. Proceedings of 1993 International Conference on Parallel Processing (ICPP), Aug. 16-20, 1993, Vol. 1, pp. 241-244.
  159. Copty, S. Ranka, G. Fox, and R. Shankar. Solving the Region Growing Problem on the Connection Machine. Proceedings of 1993 International Conference on Parallel Processing (ICPP), Aug. 16-20, 1993, Vol. 3, pp. 102-105.
  160. Chen, J. Feeney, G. Fox, G. Frieder, S. Ranka, B. Wilhelm, and F. Yu. A Low-Latency Programming Interface and a Prototype Switch for Scalable High-Performance Distributed Computing. Proceedings of the 2nd International Symposium on High-Performance Distributed Computing (HPDC), July 20-23, 1993, pp. 160-168.
  161. Lee, K. Mehrotra, C. Mohan, and S. Ranka. Selection Procedures for Redundant Inputs in Neural Networks. Proceedings of the World Congress on Neural Networks, July 1993, Vol. 1, pp. 300-303.
  162. Mehrotra, S. Ranka and J. C. Wang. A Probabilistic Analysis of a Locality Maintaining Load Balancing Algorithm. Proceedings of Seventh International Parallel Processing Symposium, Apr. 1993, pp. 369-373.
  163. T. Chiu, K. Mehrotra, C. K. Mohan, and S. Ranka. Robustness of Feedforward Neural Networks. Proceedings of IEEE International Conference on Neural Networks, Mar. 1993, Vol. 2, pp. 783-788.
  164. C. Wang, S. Ranka, and G. C. Fox. Static and Runtime Scheduling of All-to-Many Personalized Communication on Permutation Networks. Proceedings of 1992 International Conference on Parallel and Distributed Systems, pp. 211-218.
  165. C. Chung and S. Ranka. Applications and Performance Analysis of a Compile Time Optimization Approach for List Scheduling Algorithms on Distributed Memory Multiprocessors. Proceedings of the 1992 ACM/IEEE conference on Supercomputing (Supercomputing ’92), Nov. 16-20, 1992, pp. 512-521.
  166. Heywood and S. Ranka. Architectural Independent Analysis of Sorting and List Ranking on the Hierarchical PRAM Model. Proceedings of the Fourth Symposium on the Frontiers of Massively Parallel Computation (Frontiers ’92), Oct. 19-21, 1992, pp. 531-534.
  167. Choudhary, G. Fox, S. Ranka, S. Hiranandani, K. Kennedy, C. Koelbel, and C.-W. Tseng. Compiling Fortran 77D and 90D for MIMD Distributed Memory Machines. Proceedings of the 4th Symposium on the Frontiers of Massively Parallel Computation (Frontiers ’92), Oct. 19-21, 1992, pp. 4-11.
  168. Bozkus, S. Ranka, and G. Fox. Benchmarking the CM-5 Multicomputer. Proceedings of the 4th Symposium on the Frontiers of Massively Parallel Computation (Frontiers ’92), Oct. 19-21, 1992, pp. 100-107.
  169. C. Yang, K. Mehrotra, C. K. Mohan, and S. Ranka. A New Algorithm for Partial Shape Matching. Proceedings of the 1992 Artificial Neural Networks in Engineering (ANNIE’92), Vol. 2, pp. 523-528.
  170. Chakraborty, K. Mehrotra, C. K. Mohan, and S. Ranka. An Optimization Network for Solving a Set of Simultaneous Linear Equations. Proceedings of International Joint Conference on Neural Networks (IJCNN), June 7-11, 1992, Vol. 2, pp. 516-521.
  171. C. Chung and S. Ranka. A Parallel Programming Tool for Single Program Multiple Data Model on Distributed-Memory Multiprocessors. Proceedings of 26th Hawaii International Conference on System Sciences (HICCS-26), Jan. 8, 1993, Vol. 2, pp. 433-434.
  172. Ahmad, R. Bordawekar, Z. Bozkus, A. Choudhary, G. Fox, K. Parasuram, R. Ponnusamy, S. Ranka, and R. Thakur. Fortran 90D Intrinsic Functions on Distributed-Memory Machines: Implementation and Scalability. Proceedings of 26th Hawaii International Conference on System Sciences (HICCS-26), Jan. 8, 1993, Vol. 2, pp. 35-36.
  173. G. Zeng, M. Zhang, K. G. Mehrotra, C. K. Mohan, and S. Ranka. A Neural Network Approach to Prediction of Psychological Performance in Frequency Discrimination. Proceedings of International Joint Conference on Neural Networks (IJCNN), June 17-21, 1990, Vol. 2, pp. 361-366.
  174. Heywood and S. Ranka. A Practical Hierarchical Model of Parallel Computation. Proceedings of the Third IEEE Symposium on Parallel and Distributed Processing, Dec. 2-5, 1991, pp. 18-25.
  175. Lee, Y. Park, K. Mehrotra, C. Mohan, and S. Ranka. Nonlinear System Identification and Control Using Neural Networks. Proceedings of International Joint Conference on Neural Networks (IJCNN), Singapore, Nov. 1991, Vol. 3, pp. 2410-2415.
  176. Anand, C. K. Mohan, K. Mehrotra, and S. Ranka. Analyzing Images Containing Multiple Sparse Patterns with Neural Networks. Proceedings of International Joint Conference on Artificial Intelligence, Sydney, Australia, Aug. 1991, Vol. 2, pp. 838-843.
  177. Choudhary and S. Ranka. Mesh and Pyramid Algorithms for Iconic Indexing. Proceedings of the 5th International Conference on Supercomputing (ICS ’91), Cologne, West Germany, June 17-21, 1991, pp. 295-303.
  178. V. Shankar and S. Ranka. Hypercube Algorithms for Operations on Quadtrees. Proceedings of Distributed Memory Computing Conference (DMCC), Apr. 1991, pp. 161-168.
  179. Asokan, S. Ranka, and O. Frieder. A Parallel Free-Text Search System with Indexing. Proceedings of PARBASE-90: International Conference on Databases, Parallel Architectures, and Their Applications, Mar. 7-9, 1990, pp. 519-521.
  180. Ranka and S. Sahni. Clustering on a Hypercube Multicomputer. Proceedings of 10th International Conference on Pattern Recognition, June 16-21, 1990, Vol. 2, pp. 532-536.
  181. Ranka, J. Wang, and N. Yeh. Embedding Meshes on the Star Graph. Proceedings of the Supercomputing Conference (SUPERCOMPUTING ’90), Nov. 12-16, 1990, pp. 476-485.
  182. Koh, G. S. Moon, K. G. Mehrotra, C. K. Mohan, and S. Ranka. Korean Character Recognition Using Neural Networks. Proceedings of 3rd Symposium on the Frontiers of Massively Parallel Computation, Oct. 8-10, 1990, pp. 162-165.
  183. C. Chung and S. Ranka. Mapping Finite Element Graphs on Hypercubes. Proceedings of 3rd Symposium on the Frontiers of Massively Parallel Computation, Oct. 8-10, 1990, pp. 135-144.
  184. Choudhary, S. Hariri, W. Song, P. Banerjee, and S. Ranka. Optical Switching and Routing Architectures for Fiber-Optic Computer Communication Networks. Proceedings of 15th Conference on Local Computer Networks (LCN), 1990, pp. 65-74.
  185. Ranka and S. Sahni. Hypercube Algorithms for Image Transformations. Proceedings of International Conference on Parallel Processing, 1989, Vol. 3, pp. 24-31.
  186. Ranka and S. Sahni. Efficient Serial and Parallel Algorithms for Median Filtering. Proceedings of International Conference on Parallel Processing, 1989, Vol. 3, pp. 56-62.
  187. Ranka and S. Sahni. Image Template Matching on SIMD Hypercube Multicomputers. Proceedings of International Conference on Parallel Processing, 1988, Vol. 3, Algorithms & Applications, pp. 84-91.
  188. Ranka and S. Sahni. Convolution on an SIMD Mesh-Connected Computer. Proceedings of International Conference on Parallel Processing, Vol. 3, 1988, Algorithms & Applications, pp. 212-217.
  189. Ranka and S. Sahni. Image Template Matching on MIMD Hypercube Multicomputers. Proceedings of International Conference on Parallel Processing, 1988, Vol. 3, Algorithms & Applications, pp. 92-96.

Workshops/non-refereed Conferences

  1. A. Davis, S. Ranka, S. Yeralan, High-Performance GPU Kernels for Multifrontal Sparse Factorization, SIAM Parallel Processing (PP14), 2014, Portland, Oregon.
  2. A. Davis, S. Ranka, S. Yeralan, H. Zandi, and S. Chetlur. Multifrontal Sparse QR Factorization on a GPU. SIAM Annual Meeting, July 2013, San Diego, California.
  3. Jaeyeon Kang and Sanjay Ranka. Assignment Algorithm for Energy Minimization on Parallel Machines. Proceedings of the 3rd International Workshop on Advanced Distributed and Parallel Network Applications, 2009, pp. 484-491.
  4. Alsabti, S. Ranka, and V. Singh. An Efficient K-Means Clustering Algorithm. 1998 IPPS/SPDP Workshop on High Performance Data Mining.
  5. Nagaratnam, K. Mehrotra, C. K. Mohan, and S. Ranka. Configuration Acceptance Criteria in Simulated Annealing Algorithms. Proceedings of the IASTED Conference, July 1994, pp. 170-173.
  6. A. Bogucz, G. C. Fox, T. Haupt, K. A. Hawick, and S. Ranka. Preliminary Evaluation of High-Performance Fortran as a Language for Computational Fluid Dynamics. 25th AIAA Fluid Dynamics Conference, June 1994, AIAA 94-2262.
  7. T. Chiu, K. Mehrotra, C. K. Mohan, and S. Ranka. Modifying Training Algorithms for Improved Fault Tolerance. Proceedings of International Conference on Neural Networks, Vol. I, June 1994, pp. 333-338. Invited paper.
  8. C. Fox, S. Ranka, M. Scott, A. D. Malony, J. Browne, M. C. Chen, A. C. Choudhary, T. Cheatham, J. Cuny, R. Eigenmann, A. Fahmy, I. Foster, D. Gannon, T. Haupt, M. Karr, C. Kesselman, C. Koelbel, W. Li, M. Lam, T. LeBlanc, J. Openshaw, D. Padua, C. Polychronopoulos, J. Saltz, A. Sussman, G. Weigand, and K. Yelick. Runtime Support for High-Performance Parallel Languages. Proceedings of Supercomputing ’93, pp. 752-757.
  9. Bozkus, A. N. Choudhary, G. C. Fox, T. Haupt, S. Ranka, R. Thakur, and J-C. Wang. Scalable Libraries for High-Performance Fortran. Scalable Libraries Conference, Oct. 1993. Invited Paper.
  10. Bhargava, G. Fox, C-W. Ou, S. Ranka, and V. Singh. Scalable Libraries for Graph Partitioning, Scalable Libraries Conference, Oct. 1993.
  11. Koester S. Ranka, and G. C. Fox. Scalable Solutions for Sparse Matrix Solvers, Scalable Libraries Conference, Oct. 1993.
  12. Bozkus, A. Choudhary, G. Fox, T. Haupt, and S. Ranka. A Compilation Approach for Fortran 90D/HPF Compilers on Distributed Memory MIMD Computers, 6th Workshop on Languages and Compilers for Parallelism, Aug. 1993.
  13. Krishnaswamy, K. G. Mehrotra, C. K. Mohan and S. Ranka. Storing Temporal Sequences of Patterns in Neural Networks. Proceedings of Conference on Neural and Stochastic Methods in Image and Signal Processing II (SPIE’93), San Diego, July 1993, pp. 120-126.
  14. J. Lee, K. G. Mehrotra, C. K. Mohan, and S. Ranka. Performance Modeling of Communication Primitives Using Neural Networks. 3rd KSEA WNY Regional Conference, Mar. 1993, Vol. 1, pp. 300-303.
  15. C. Wang and S. Ranka. Static and Runtime Scheduling of Unstructured Communication (for presentation only). 2nd Symposium on Parallel Computational Methods for Large Scale Structural Analysis and Design, Mar. 1993.
  16. Choudhary, G. C. Fox, S. Hiranandani, K. Kennedy, C. Koelbel, S. Ranka, and J. Saltz. A Classification of Irregular Loosely Synchronous Problems and Their Support in Scalable Parallel Software Systems. 1992 DARPA Software Technology Conference, Vol. 7, pp. 138-149.
  17. N. Choudhary, T. Haupt, G. C. Fox, and S. Ranka. What Problems Use High-Performance Fortran and Fortran D-Industry Standard Data Parallel Languages. Proceedings of 5th Australian Supercomputing Conference, Dec. 1992, pp. 117-124.
  18. Mills, G. Cheng, M. Vinson, S. Ranka, and G. C. Fox. Software Issues and Performance of a Parallel Model for Stock Option Pricing. Proceedings of 5th Australian Supercomputing Conference, Dec. 1992, pp. 125-132.
  19. C. Chung and S. Ranka. An Optimization Approach for Static Scheduling of Directed Acyclic Graphs on Distributed Memory Multiprocessors (poster presentation). 1992 International Conference on Parallel Processing, 1992.
  20. Koester and S. Ranka. Image Processing Applications on General Purpose Architectures, Conference on Command Control. Communications and Intelligent Technology and Applications, June 1991, pp. 25-29.
  21. V. Shankar and S. Ranka. Massive Parallelism for Sparse Images, Session on Massive Parallelism. Proceedings of International Conference on Systems, Man, and Cybernetics, Vol. 1, 1991, pp. 683-688. Invited paper.
  22. Shankar and S. Ranka. Parallel Processing of Sparse Images, Workshop on Parallel Processing for Machine Intelligence, IJCAI 91.
  23. Li, K. G. Mehrotra, C. K. Mohan, and S. Ranka. Sunspot Number Prediction Using Neural Networks. Proceedings of the 5th IEEE International Symposium on Intelligent Control, Vol. 1, Sept. 1990, pp. 524-529.
  24. Asokan, R. V. Shankar, C. K. Mohan, K. G. Mehrotra, and S. Ranka. A Neural Network Simulator for the Connection Machine. Proceedings of the 5th IEEE International Symposium on Intelligent Control, Vol. 1, Sept. 1990, pp. 518-523.
  25. Choudhary, S. Hariri, S. Ranka, and W. Song. OPTIMP: Optical Interface Message Processor, Optical Society Meeting, 1990.
  26. Ranka, N. Yeh, and J. C. Wang. Embedding Meshes on the Star Graph. Ohio State Parallel Computing Workshop, 1990.
  27. Choudhary and S. Ranka. Software Development Tools for Implementing Vision Systems on Multiprocessors. Image Understanding in the 90s: Building Systems That Work, Oct. 1990, SPIE Vol 1406-18, pp. 148-161.
  28. Ranka and S. Sahni. Computing Hough Transform on Hypercube Multicomputers, IJCAI Workshop on Parallel Algorithms for Machine Intelligence, 1989.
  29. Ranka and S. Sahni. Multicomputer Algorithms for Image Template Matching. AAAI Workshop on Parallel Algorithms for Pattern Analysis and Machine Intelligence, 1988.
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