Monte Carlo Estimation of Morphological Granulometric Discrete Size Distributions. - Krishnamoorthy Sivakumar; John Goutsias (ISMM, 1994)

On the morphological analysis of binary random fields. - Krishnamoorthy Sivakumar; John Goutsias (ICIP, 1995)

Morphological Operators for Image Sequences. - John K. Goutsias; Henk J. A. M. Heijmans; Krishnamoorthy Sivakumar (Comput. Vis. Image Underst., 1995)

Morphological Sampling of Random Closed Sets. - Krishnamoorthy Sivakumar; John Goutsias (ISMM, 1996)

Binary random fields, random closed sets, and morphological sampling. - Krishnamoorthy Sivakumar; John K. Goutsias (IEEE Trans. Image Process., 1996)

Morphologically Constrained Gibbs Random Fields. - Krishnamoorthy Sivakumar; John Goutsias (ICIP (2), 1997)

Discrete morphological size distributions and densities: estimation techniques and applications. - Krishnamoorthy Sivakumar; John Goutsias (J. Electronic Imaging, 1997)

On the Discretization of Morphological Operators. - Krishnamoorthy Sivakumar; John Goutsias (J. Vis. Commun. Image Represent., 1997)

Segmentation of Mammograms into Distinct Morphological Texture Regions. - Sooncheol Baeg; Anthony T. Popov; Vishnu G. Kamat; Sinan Batman; Krishnamoorthy Sivakumar; Nasser Kehtarnavaz; Edward R. Dougherty; Robert B. Shah (CBMS, 1998)

Map Estimation of a Class of Morphologically Constrained Gibbs Random Fields. - Krishnamoorthy Sivakumar; John Goutsias (ICIP (2), 1998)

Computation of morphological texture features for medical imaging applications. - Manish J. Patel; Nasser Kehtarnavaz; Edward R. Dougherty; Sinan Batman; Krishnamoorthy Sivakumar; Anthony T. Popov (Image Processing, 1998)

Nonlinear filters in genomic control. - Edward R. Dougherty; Michael L. Bittner; Yidong Chen 002; Seungchan Kim; Krishnamoorthy Sivakumar; Junior Barrera; Paul S. Meltzer; Jeffrey M. Trent (NSIP, 1999)

Unsupervised morphological granulometric texture segmentation of digital mammograms. - Sooncheol Baeg; Sinan Batman; Edward R. Dougherty; Vishnu G. Kamat; Nasser Kehtarnavaz; Seungchan Kim; Anthony T. Popov; Krishnamoorthy Sivakumar; Robert B. Shah (J. Electronic Imaging, 1999)

Morphologically Constrained GRFs: Applications to Texture Synthesis and Analysis. - Krishnamoorthy Sivakumar; John Goutsias (IEEE Trans. Pattern Anal. Mach. Intell., 1999)

Collective Principal Component Analysis from Distributed, Heterogeneous Data. - Hillol Kargupta; Weiyun Huang; Krishnamoorthy Sivakumar; Byung-Hoon Park; Shuren Wang (PKDD, 2000)

A Constant-time Algorithm for Erosions/Dilations with Applications to Morphological Texture Feature Computation. - Krishnamoorthy Sivakumar; Manish J. Patel; Nasser Kehtarnavaz; Yoganand Balagurunathan; Edward R. Dougherty (Real Time Imaging, 2000)

A morphological estimator for clique potentials of binary Markov random fields. - Krishnamoorthy Sivakumar; John Goutsias (IEEE Signal Process. Lett., 2000)

Distributed Web Mining Using Bayesian Networks from Multiple Data Streams. - Rong Chen; Krishnamoorthy Sivakumar; Hillol Kargupta (ICDM, 2001)

Distributed Clustering Using Collective Principal Component Analysis. - Hillol Kargupta; Weiyun Huang; Krishnamoorthy Sivakumar; Erik L. Johnson (Knowl. Inf. Syst., 2001)

Asymptotic joint normality of the granulometric moments. - Krishnamoorthy Sivakumar; Yoganand Balagurunathan; Edward R. Dougherty (Pattern Recognit. Lett., 2001)

A Random Matrix-Based Approach for Dependency Detection from Data Streams. - Hillol Kargupta; Krishnamoorthy Sivakumar; Samiran Ghosh (DMKD, 2002)

A New Algorithm for Learning Parameters of a Bayesian Network from Distributed Data. - Rong Chen; Krishnamoorthy Sivakumar (ICDM, 2002)

Dependency Detection in MobiMine and Random Matrices. - Hillol Kargupta; Krishnamoorthy Sivakumar; Samiran Ghosh (PKDD, 2002)

Homeland security and privacy sensitive data mining from multi-party distributed resources. - Hillol Kargupta; Kun Liu 001; Souptik Datta; Jessica Ryan; Krishnamoorthy Sivakumar (FUZZ-IEEE, 2003)

On the Privacy Preserving Properties of Random Data Perturbation Techniques. - Hillol Kargupta; Souptik Datta; Qi Wang; Krishnamoorthy Sivakumar (ICDM, 2003)

Learning Bayesian Network Structure from Distributed Data. - Rong Chen; Krishnamoorthy Sivakumar; H. Khargupta (SDM, 2003)

Analysis of privacy preserving random perturbation techniques: further explorations. - Haimonti Dutta; Hillol Kargupta; Souptik Datta; Krishnamoorthy Sivakumar (WPES, 2003)

Privacy-Sensitive Bayesian Network Parameter Learning. - Da Meng; Krishnamoorthy Sivakumar; Hillol Kargupta (ICDM, 2004)

Collective Mining of Bayesian Networks from Distributed Heterogeneous Data. - Rong Chen; Krishnamoorthy Sivakumar; Hillol Kargupta (Knowl. Inf. Syst., 2004)

Random-data perturbation techniques and privacy-preserving data mining. - Hillol Kargupta; Souptik Datta; Qi Wang; Krishnamoorthy Sivakumar (Knowl. Inf. Syst., 2005)

Privacy-Preserving Bayesian Network Learning From Heterogeneous Distributed Data. - Jianjie Ma; Krishnamoorthy Sivakumar (DMIN, 2006)

Detection of Markov Random Fields on Two-Dimensional Intersymbol Interference Channels - Ying Zhu; Taikun Cheng; Krishnamoorthy Sivakumar; Benjamin Belzer (CoRR, 2006)

Serially Concatenated IRA Codes - Taikun Cheng; Krishnamoorthy Sivakumar; Benjamin Belzer (CoRR, 2007)

Row-Column Soft-Decision Feedback Algorithm for Two-Dimensional Intersymbol Interference. - Taikun Cheng; Benjamin Belzer; Krishnamoorthy Sivakumar (IEEE Signal Process. Lett., 2007)

Algorithms for Distributed Data Stream Mining. - Kanishka Bhaduri; Kamalika Das; Krishnamoorthy Sivakumar; Hillol Kargupta; Ran Wolff 003; Rong Chen (Data Streams - Models and Algorithms, 2007)

Reduced state BCJR algorithms for one- and two-dimensional equalization. - Ying Zhu; Benjamin Belzer; Krishnamoorthy Sivakumar (ICASSP, 2008)

Performance analysis of multipath transmission over 802.11-based multihop ad hoc networks: a cross-layer perspective. - Li Zhao; José G. Delgado-Frias; Krishnamoorthy Sivakumar (IET Commun., 2008)

Markov Random Field Detection on Two-Dimensional Intersymbol Interference Channels. - Ying Zhu; Taikun Cheng; Krishnamoorthy Sivakumar; Benjamin Belzer (IEEE Trans. Signal Process., 2008)

Reduced complexity iterative equalizers for M-ary 2D ISI channels. - Ying Zhu; Benjamin Belzer; Krishnamoorthy Sivakumar (CISS, 2009)

A Graph-based Similarity Metric and Validity Indices for Clustering Non-numeric and Unstructured Data. - Chuan Zhao; Krishnamoorthy Sivakumar (DMIN, 2009)

A Combination of Hexagonal and 12-Sided Polygonal Voltage Space Vector PWM Control for IM Drives Using Cascaded Two-Level Inverters. - Anandarup Das; Krishnamoorthy Sivakumar; Rijil Ramchand; Chintan Patel; K. Gopakumar (IEEE Trans. Ind. Electron., 2009)

A Dual Seven-Level Inverter Supply for an Open-End Winding Induction Motor Drive. - Gopal Mondal; Krishnamoorthy Sivakumar; Rijil Ramchand; K. Gopakumar; Emil Levi (IEEE Trans. Ind. Electron., 2009)

Iterative row-column soft-decision feedback algorithm using joint extrinsic information for two-dimensional intersymbol interference. - Yiming Chen 004; Benjamin Belzer; Krishnamoorthy Sivakumar (CISS, 2010)

Feedback probability sorting and LLR-based SED search for iterative row-column 2D ISI equalization. - Hannan Ma; Krishnamoorthy Sivakumar; Benjamin Belzer (CISS, 2010)

An Effective Entity Resolution Method. - Chuan Zhao; Krishnamoorthy Sivakumar (DMIN, 2010)

Iterative Soft Decision Feedback Zig-Zag Equalizer for 2D Intersymbol Interference Channels. - Yiming Chen 004; P. Njeim; Taikun Cheng; Benjamin Belzer; Krishnamoorthy Sivakumar (IEEE J. Sel. Areas Commun., 2010)

A Five-Level Inverter Scheme for a Four-Pole Induction Motor Drive by Feeding the Identical Voltage-Profile Windings From Both Sides. - Krishnamoorthy Sivakumar; Anandarup Das; Rijil Ramchand; Chintan Patel; K. Gopakumar (IEEE Trans. Ind. Electron., 2010)

A Hybrid Multilevel Inverter Topology for an Open-End Winding Induction-Motor Drive Using Two-Level Inverters in Series With a Capacitor-Fed H-Bridge Cell. - Krishnamoorthy Sivakumar; Anandarup Das; Rijil Ramchand; Chintan Patel; K. Gopakumar (IEEE Trans. Ind. Electron., 2010)

Iterative soft-decision feedback zigzag algorithm using joint extrinsic information for two-dimensional intersymbol interference. - Yiming Chen 004; Benjamin Belzer; Krishnamoorthy Sivakumar (CISS, 2011)

Dempster-Shafer's Evidence Theory-based Edge Detection. - Suk Tae Seo; Krishnamoorthy Sivakumar; Soon Hak Kwon (Int. J. Fuzzy Log. Intell. Syst., 2011)

A Rotor Flux Estimation During Zero and Active Vector Periods Using Current Error Space Vector From a Hysteresis Controller for a Sensorless Vector Control of IM Drive. - Chintan Patel; Rijil Ramchand; Krishnamoorthy Sivakumar; Anandarup Das; K. Gopakumar (IEEE Trans. Ind. Electron., 2011)

Iterative detection and decoding for the four-rectangular-grain TDMR model. - Michael Carosino; Yiming Chen 004; Benjamin Belzer; Krishnamoorthy Sivakumar; Jacob Murray; Paul Wettin (Allerton, 2013)

Detection and Decoding for 2D Magnetic Recording Channels with 2D Intersymbol Interference. - Jiyang Yu; Michael Carosino; Krishnamoorthy Sivakumar; Benjamin Belzer; Yiming Chen 004 (CoRR, 2014)

Signal processing for two dimensional magnetic recording using Voronoi model averaged statistics. - Morteza Mehrnoush; Benjamin Belzer; Krishnamoorthy Sivakumar; Roger Wood (CISS, 2015)

EXIT chart based IRA code design for TDMR. - Morteza Mehrnoush; Benjamin Belzer; Krishnamoorthy Sivakumar; Roger Wood (CISS, 2016)

Turbo Equalization for Two Dimensional Magnetic Recording Using Voronoi Model Averaged Statistics. - Morteza Mehrnoush; Benjamin Belzer; Krishnamoorthy Sivakumar; Roger Wood (IEEE J. Sel. Areas Commun., 2016)

EXIT Chart-Based IRA Code Design for TDMR Turbo-Equalization System. - Morteza Mehrnoush; Benjamin Belzer; Krishnamoorthy Sivakumar; Roger Wood (IEEE Trans. Commun., 2017)

Energy-Efficient Serialized Walsh-Hadamard Transform Based Feature-Extraction for Information-Aware Compressive Sensing. - Arya Alex Rahimi; Huan Hu; Krishnamoorthy Sivakumar; Subhanshu Gupta (ISCAS, 2018)

TDMR Detection System with Local Area Influence Probabilistic a Priori Detector. - Jinlu Shen; Xueliang Sun; Krishnamoorthy Sivakumar; Benjamin J. Belzer; Kheong Sann Chan; Ashish James (ICC, 2019)

Deep Learning-based Auto-encoder for Time-offset Faster-than-Nyquist Downlink NOMA with Timing Errors and Imperfect CSI. - Ahmed Aboutaleb; Mohammad Torabi; Benjamin Belzer; Krishnamoorthy Sivakumar (CoRR, 2023)

Two-Dimensional ICI-ISI Turbo Equalization for Doubly-Dispersive High-Spread Channels. - Jorge A. Pires; Benjamin Belzer; Krishnamoorthy Sivakumar; Thomas R. Fischer (ICC, 2024)

Deep Learning-Based Auto-Encoder for Time-Offset Sub-Faster-Than-Nyquist Downlink NOMA With Timing Errors and Imperfect CSI. - Ahmed Aboutaleb; Mohammad Torabi; Benjamin Belzer; Krishnamoorthy Sivakumar (IEEE J. Sel. Top. Signal Process., 2024)