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Journals


  1. T. Banerjee, M. Gadou and S. Ranka, A Genetic Algorithm based Approach for Multi-Objective Hardware/Software Co-optimization, in Sustainable Computing: Informatics and Systems, to appear.
  2. S Chakrabarti, J Judge, T Bongiovanni, A Rangarajan, S Ranka, Spatial Scaling of Satellite Soil Moisture using Temporal Correlations and Ensemble Learning, IEEE Transactions on Geoscience and Remote Sensing, to appear 
  3. S. N. Yeralan, T. A. Davis, W. M. Sid-Lakhdar, and S. Ranka, Algorithm 9xx: Sparse QR Factorization on the GPU, in ACM Transactions on Mathematical Software, July 2017, to appear.
  4. S. 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, in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 10, No. 2, Feb. 2017, pp. 478-488.
  5. Y. Yan, M. Sethi, A. Rangarajan, R. Vatsavai, and S. Ranka, Graph-Based Semi-Supervised Classification on High Resolution Remote Sensing Images, in International Journal of Big Data Intelligence, 2017, Vol. 4, No. 2, pp. 108-122.
  6. S. Chakrabarti, J. Judge, T. Bongiovanni, A. Rangarajan and S. Ranka, Disaggregation of Remotely Sensed Soil Moisture in Heterogeneous Landscapes Using Holistic Structure-Based Models, in IEEE Transactions on Geoscience and Remote Sensing, Vol. 54, No. 8, Aug. 2016, pp. 4629-4641.
  7. T. Banerjee, M. Gadou and S. Ranka, A Genetic Algorithm based Approach for Multi-Objective Hardware/Software Co-optimization, in Sustainable Computing: Informatics and Systems, Vol. 10, Jun. 2016, pp. 36–47.
  8. T. Banerjee, J. Rabb and S. Ranka, Performance and Energy Benchmarking of Spectral Solvers on Hybrid Multicore Machines, in Sustainable Computing: Informatics and Systems, Vol. 12, Dec. 2016, pp 10–20.
  9. M. 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, in Physiological Measurement, Vol. 37, No. 10, Sep. 2016, pp. 1813-1833.
  10. S. 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, in Ageing Research Reviews, Vol. 24, Nov. 2015, pp. 304-327.
  11. Z. Li, L. Elefteriadou and S. Ranka, Signal Control Optimization for Automated Vehicles at Isolated Signalized Intersections, in Transportation Research, Vol. 49, Dec. 2014, pp. 1-18.
  12. J. Li, S. Ranka and S. Sahni, Multicore and GPU Algorithms for Nussinov RNA Folding, in BMC Bioinformatics, Vol. 15, No. 8, Jul. 2014, pp. S1.
  13. J. Li, S. Ranka and S. Sahni, Pairwise Sequence Alignment for Very Long Sequences on GPUs, in International Journal of Bioinformatics Research and Applications (IJBRA), Vol. 10, No. 4-5, Jan. 2014, pp. 345-368.
  14. A. Munir, A. Gordon-Ross and S. Ranka, Multi-Core Embedded Wireless Sensor Networks: Architecture and Applications, in IEEE Transactions on Parallel and Distributed Systems, Vol. 25, No. 6, Jun. 2014, pp. 1553-1562.
  15. A. Munir, A. Gordon-Ross, S. Ranka and F. Koushanfar, A Queueing Theoretic Approach for Performance Evaluation of Low-Power Multi-Core Embedded Systems, in Journal of Parallel Distributed Computing, Vol. 74, No. 1, Jan. 2014, pp. 1872-1890.
  16. J. 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, in Metabolomic Analysis Reveals Extended Metabolic Consequences of Marginal Vitamin B-6 Deficiency in Healthy Human Subjects, in PLoS ONE, Vol. 8, No. 6, Jun. 2013, pp. e63544.
  17. S. I. Sheikh, T. Kahveci, S. Ranka and J. Gordon Burleigh, Stability Analysis of Phylogenetic Trees, in Bioinformatics, vol. 29, no. 2, Nov. 2012, pp. 166-174.
  18. A. Munir, A. Gordon-Ross, S. Ranka and F. Koushanfar, High-Performance Optimizations on Tiled Many-Core Embedded Systems, in The Journal of Supercomputing, Vol. 66, No. 1, Oct. 2013, pp. 431-487.
  19. N. Bandyopadhyay, M. Somaiya, T. Kahveci and S. Ranka, Analyzing Differential Gene Regulation in Two Group Perturbation Experiments, in BMC Genomics, Vol. 13, No. 2, Apr. 2012, pp. S2.
  20. H. F. Sheikh, H. Tan, I. Ahmad, S. Ranka and P. Bv, Energy- and performance-Aware Scheduling of Tasks on Parallel and Distributed Systems, in ACM Journal of Emerging Technology in Computing Systems (JETC), Vol. 8, No. 4, Oct. 2012, pp. 1-37.
  21. A. Munir, S. Ranka and A. Gordon-Ross, High-Performance Energy-Efficient Multicore Embedded Computing, in IEEE Transactions on Parallel and Distributed Systems, Vol. 23, No. 4, Apr. 2012. pp. 684-700.
  22. Y. Li, S. Ranka and S. Sahni, In-Advance Path Reservation for File Transfers in e-Science Applications, in The Journal of Supercomputing, Vol. 59, No. 3, Mar. 2012, pp. 1167-1187.
  23. W. Wang, S. Ranka and P. Mishra, Energy-Aware Dynamic Reconfiguration Algorithms for Real-Time Multitasking Systems, in Sustainable Computing: Informatics and Systems (SUSCOM), Vol. 1, No. 1, Mar. 2011, pp. 35-45.
  24. B. Song, E. Buyuktahtakin, T. Kahveci and S. Ranka, Manipulating the Steady State of Metabolic Pathways, in IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB), Vol. 8, No. 3, May 2011, pp. 732-747.
  25. J. Kang and S. Ranka, Slack Allocation Algorithms for Parallel Machines, in Journal of Parallel and Distributed Computing, Vol. 70, No. 1, May 2010, pp. 23-24.
  26. P. K. Manna, S. Chen and S. Ranka, Inside the Permutation-Scanning Worms: Propagation Modeling and Analysis, in IEEE/ACM Transaction on Networking, Vol. 18, No. 3, Jun. 2010, pp. 858-870.
  27. M. Wu, C. Jermaine, S. Ranka, X. Song and J. Gums, A Model-Agnostic Framework for Fast Spatial Anomaly Detection, in IEEE Transactions on Knowledge Discovery and Data Mining, (TKDD), Vol. 4, No. 4, Oct. 2010, pp. 20.
  28. E. S. Jung, S. Ranka and S. Sahni, Topology Aggregation for e-Science Networks, International Journal of Next-Generation ComputingInvited Paper, Vol 1(1), 2010, 1-15.
  29. N. Bandyopadhyay, T. Kahveci, S. Ranka, Y. Sun and S. Goodison, Pathway based Feature Selection Algorithm for Cancer Microarray Data, in Advances in Bioinformatics, Vol. 2009, Mar. 2010.
  30. B. Song, P. Sridhar, T. Kahveci and S. Ranka, Double Iterative Optimization for Metabolic Network-Based Drug Target Identification, in International Journal of Data Mining and Bioinformatics, Vol. 3, No. 2, Jan. 2009, pp. 124-144.
  31. L. Chitnis, A. Dobra and S. Ranka, Analyzing the Techniques that Improve Fault Tolerance of Aggregation Trees in Sensor Networks, in Journal of Parallel and Distributed Computing, Vol. 69, No. 12, Dec. 2009, pp. 950-960.
  32. J. Liu, N. Bandyopadhyay, S. Ranka, M. Baudis, T. Kahveci, Inferring Progression Models for CGH Data, in Bioinformatics, Vol. 25, No. 17, Jun. 2009, pp. 2208-2215.
  33. K. Rajah, S. Ranka and Y. Xia, Advance Reservations and Scheduling for Bulk Transfers in Research Networks, in IEEE Transactions on Parallel and Distributed Systems, Vol. 20, No. 11, Nov. 2009, pp. 1682-1697.
  34. L. Chitnis, A. Dobra and S. Ranka, Fault Tolerant Aggregation in Heterogeneous Sensor Networks, in Journal of Parallel and Distributed Computing, Vol 69, No. 2, Feb 2009, pp. 210-219.
  35. K. Rajah, S. Ranka and Y. Xia, Scheduling Bulk File Transfer with Start and End Times, in Computer Networks, Vol 52, No. 5, Apr. 2008, pp. 1105-1122.
  36. L. Chitnis, A. Dobra and S. Ranka, Aggregation Methods for Large Scale Sensor Networks, in ACM Transactions on Sensor Networks (TOSN), Vol. 4, No. 2, Mar. 2008, pp. 1-36.
  37. M. Somaiya, C. Jermaine and S. Ranka, Learning Correlations Using the Mixture-Of-Subsets Model, in ACM Transactions on Knowledge Discovery from Data (TKDD), Vol. 1, No. 4, Jan. 2008, pp 1-42.
  38. S. Kamath, S. Sahni, S. Ranka, J. Li and J. Palta, Generalized Field-Splitting Algorithms for Optimal IMRT Delivery Efficiency, in Physics in Medicine and Biology, Vol. 52, No. 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).
  39. J. Liu, S. Ranka and T. Kahveci, Markers Improve Clustering of CGH Data, in Bioinformatics, Vol. 23, No. 4, Dec. 2006, pp. 450-457.
  40. X. Song, M. Wu, C. Jermaine and S. Ranka, Conditional Anomaly Detection, in IEEE Transactions on Knowledge and Data Engineering, Vol. 19, No. 5, May 2007, pp. 631-645.
  41. J. Liu, J. Mohammed, J. Carter, S. Ranka, T. Kahveci and M. Baudis, Distance-based Clustering of CGH Data, in Bioinformatics, Vol. 22, No. 16, May 2006, pp. 1971-1978.
  42. S. Chen and S. Ranka, Detecting Internet worms at early stage, invited paper (peer reviewed) in IEEE Journal on Selected Areas in Communications, Vol. 23, No. 10, Oct. 2005, pp. 2003-2012.
  43. S. Kamath, S. Sahni, J. Palta and S. Ranka, Algorithms for Optimal Sequencing of Dynamic Multileaf Collimators, in Physics in Medicine and Biology, Vol. 49, No. 1, Dec. 2004, pp. 33-54.
  44. S. Kamath, S. Sahni, J. Palta, S. Ranka and J. Li, Optimal Leaf Sequencing with Elimination of Tongue-and-Groove Underdosage, in Physics in Medicine and Biology, Vol. 49, No. 3, Jan. 2004, pp. N7-N19.
  45. S. 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, in Physics in Medicine and Biology, Vol. 49, No. 14, Jun. 2004, pp. 3137-3143.
  46. S. Kamath, S. Sahni, S. Ranka, J. Li and J. Palta, Optimal Field Splitting for Large Intensity-Modulated Fields, in Medical Physics, Vol. 31, No. 12, Dec. 2004, pp. 3314-3323.
  47. S. Kamath, S. Sahni, J. Li, J. Palta and Sanjay Ranka, Leaf Sequencing Algorithms for Segmented Multileaf Collimation, in Physics in Medicine and Biology, Vol. 48, No. 3, Jan. 2003, pp. 307-324.
  48. V. Kumar, S. Ranka and V. Singh, Guest Editors' Introduction: Special Issue on High-Performance Data Mining, in Journal of Parallel and Distributed Computing, Vol. 61, No. 3, Mar. 2001, pp. 281-284.
  49. Z. Li, I. Nalcacioglu, S. Ranka, S. Sahni, J. Palta, W. Tome and S. Kim, An Algorithm for Automatic, ComputedTomographybased Source Localization after Prostate Implant, in Medical Physics, Vol. 28, No. 7, Jul. 2001, pp. 1410-1415.
  50. S. 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, No. 6, November 2000, pp. 979-996.
  51. I. 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, No. 2, Feb 2000, pp. 136-148.
  52. I. 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, No. 8, Aug 1997, pp. 813-824.
  53. C. W. Ou and S. Ranka, Parallel incremental graph partitioning, IEEE Transactions on Parallel and Distributed Systems, Vol. 8, No. 8, Aug 1997, pp. 884-896.
  54. R. 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, Issue 1, July 1997, pp. 14-23.
  55. R. 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, Issue 1, July 1997, pp. 24-34.
  56. M. 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, Issue 2, June 1997, pp. 163-168.
  57. C. W. Ou and S. Ranka, Parallel Remapping of Adaptive Problems, Journal of Parallel and Distributed Computing, Vol. 42, Issue 2, May 1997, pp. 109-121.
  58. S. Bae and S. Ranka, A comparison of different message-passing paradigms for the parallelization of two irregular applications, The Journal of Supercomputing, Vol. 10, Issue 1, March 1996, pp. 55–85.
  59. C. W. Ou, S. Ranka and G. Fox, Fast and parallel mapping algorithms for irregular problems, The Journal of Supercomputing, Vol. 10, Issue 2, June 1996, pp. 119–140.
  60. M. Kaddoura, S. Ranka and A. Wang, Array Decompositions for Nonuniform Computational Environments, Journal of Parallel and Distributed Computing, Vol. 36, Issue 2, August 1996, pp. 91-105.
  61. A. 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, Issue 5, July 1996, pp. 819-835.
  62. K. Dincer, Z. Bozkus, S. Ranka and G. Fox, Benchmarking the computation and communication performance of the CM-5, Concurrency: Practice and Experience, Vol. 8, Issue 1, 1996, pp. 47-69.
  63. J. C. Wang, T. H. Lin and S. Ranka, Distributed scheduling of unstructured collective communication on the CM-5, Parallel Processing Letters, Vol. 05, 1995, pp. 647-658.
  64. S. Ranka, J. C. Wang and M. Kumar, Irregular Personalized Communication on Distributed Memory Machines, Journal of Parallel and Distributed Computing, Vol. 25, Issue 1, February 1995, pp. 58-71.
  65. R. 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, No. 1, Jan 1995, pp. 117-124.
  66. H. Maini, K. Mehrotra, C. Mohant and S. Ranka, Knowledge-Based Nonuniform Crossover, Complex Systems, Vol. 8, 1994, pp. 257- 293.
  67. D. 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, No. 5, Oct 1994, pp. 819-829.
  68. S. 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, No. 12, Dec 1994, pp. 1266-1274.
  69. H. Maini, K. Mehrotra, C. Mohan and S. Ranka, Genetic Algorithms for Soft-Decision Decoding of Linear Block Codes, Evolutionary Computation, Vol. 2, No. 2, June 1994, pp. 145-164.
  70. A. 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, Issue 1-4, 1993, pp. 95-114.
  71. N. 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, Issue 1, April 1994, pp. 160-168.
  72. Z. 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, Issue 1, April 1994, pp. 15-26.
  73. I. 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, Issue 5, August 1994, pp. 393–409.
  74. R. 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, No. 6, Nov 1993, pp. 962-969.
  75. R. Anand, K. Mehrotra, C. K. Mohan and S. Ranka, Analyzing images containing multiple sparse patterns with neural networks, Pattern Recognition, Vol. 26, Issue 11, November 1993, pp. 1717-1724.
  76. R. Shankar and S. Ranka, Parallel Vision Algorithms Using Sparse Array Representations, Pattern Recognition, October 1993, Vol. 26, Issue 10, pp. 1511-1519.
  77. S. Ranka, J. C. Wang and N. Yeh, Embedding meshes on the Star Graph, Journal of Parallel and Distributed Computing, October 1993, Vol. 19, Issue 2, pp. 131-135
  78. A. 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, Issues 1-4, 1992, pp. 43-52.
  79. T. Heywood and S. Ranka, A practical hierarchical model of parallel computation I. The model, Journal of Parallel and Distributed Computing, Vol. 16, Issue 3, November 1992, pp. 212-232.
  80. T. 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, Issue 3, November 1992, pp. 233-249.
  81. K. 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.
  82. A. N. Choudhary and S. Ranka, Mesh and pyramid algorithms for iconic indexing, Pattern Recognition, Vol. 25, Issue 9, September 1992, pp. 1061-1067.
  83. R. V. Shankar and S. Ranka, Hypercube algorithms for operations on quadtrees, Pattern Recognition, Vol. 25, Issue 7, July 1992, pp. 741-747.
  84. K. 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, Issue 9, 1992 pp. 1295-1301.
  85. Y. C. Chung and S. Ranka, Mapping finite element graphs on hypercubes, The Journal of Supercomputing, Volume 6, Issue 3–4, 1992, pp. 257–282.
  86. K. 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, No. 6, Nov 1991, pp. 548-558.
  87. S. Ranka and S. Sahni, Efficient serial and parallel algorithms for median filtering, IEEE Transactions on Signal Processing, Vol. 39, No. 6, Jun 1991, pp. 1462-1466.
  88. S. Ranka and S. Sahni, Clustering on a hypercube multicomputer, IEEE Transactions on Parallel and Distributed Systems, Vol. 2, No. 2, Apr 1991, pp. 129-137.
  89. S. Ranka and T. Heywood, Two-dimensional pattern matching with k mismatches, Pattern Recognition, Vol. 24, Issue 1, 1991, pp. 31-40.
  90. S. Ranka and S. Sahni, Image template matching on MIMD hypercube multicomputers, Journal of Parallel and Distributed Computing, Vol. 10, Issue 1, September 1990, pp. 79-84.
  91. S. Ranka and S. Sahni, String editing on an SIMD hypercube multicomputer, Journal of Parallel and Distributed Computing, Vol. 9, Issue 4, August 1990, pp. 411-418.
  92. S. Ranka and S. Sahni, Convolution on mesh connected multicomputers, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 12, No. 3, Mar 1990, pp. 315-318.
  93. S. Ranka and S. Sahni, Computing Hough transforms on hypercube multicomputers, The Journal of Supercomputing, June 1990, Vol. 4, Issue 2, pp. 169–190.
  94. S. Ranka and S. Sahni, Odd even shifts in SIMD hypercubes, IEEE Transactions on Parallel and Distributed Systems, Vol. 1, No. 1, pp. 77-82.
  95. M. Kaddoura, C. W. Ou, and S. Ranka, Mapping Unstructured Computational Graphs for Adaptive and Non-Uniform Computational Environments, IEEE Parallel & Distributed Technology: Systems & Applications, 1995, Vol. 3, Issue 3, pp. 63-69.
  96. A. Choudhary and S. Ranka, Parallel Processing for Computer Vision and Image Understanding, Guest Editor's Introduction, IEEE Computer Magazine, February 1992, Vol. 25, No. 2, pp.  7 - 10.
  97. S. Ranka, Y. Won and S. Sahni, Programming a hypercube multicomputer, IEEE Software, Vol. 5, No. 5, September 1988, pp. 69-77.

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