A perspective on convergence of adaptive control algorithms. - Graham C. Goodwin; David J. Hill 001; Marimuthu Palaniswami (Autom., 1984)

An adaptive control algorithm for linear systems having unknown time delay. - Carlos E. de Souza; Graham C. Goodwin; David Q. Mayne; Marimuthu Palaniswami (Autom., 1988)

On the issue of neighborhood in self-organizing maps. - Hua Yang; Marimuthu Palaniswami (SAC, 1992)

Gradient computation in time delayed recurrent neural network with memory for static input-output mapping under stability constraint. - V. Chandrasekaran; Marimuthu Palaniswami; Terry M. Caelli (ICNN, 1993)

An extended self-organizing map with gated neurons. - V. Chandrasekaran; Marimuthu Palaniswami; Terry M. Caelli (ICNN, 1993)

Adaptive control of robot manipulators in task space. - Gang Feng 001; Marimuthu Palaniswami (IEEE Trans. Autom. Control., 1993)

Invariant property of spatio-temporal feature maps using gated neuronal architecture. - V. Chandrasekaran; Marimuthu Palaniswami; Terry M. Caelli (ICASSP (2), 1994)

Performance of radar target recognition schemes using neural networks-a comparative study. - Nanda Nandagopal; N. M. Martin; R. P. Johnson; Peter Lozo; Marimuthu Palaniswami (ICASSP (2), 1994)

Stability of input amplitude constrained adaptive pole placement control systems. - Gang Feng 001; C. Zhang; Marimuthu Palaniswami (Autom., 1994)

Robust direct adaptive controllers with a new normalization technique. - Gang Feng 001; Marimuthu Palaniswami (IEEE Trans. Autom. Control., 1994)

Robust tracking control for rigid robotic manipulators. - Zhihong Man; Marimuthu Palaniswami (IEEE Trans. Autom. Control., 1994)

A new adaptive image sequence coding scheme using Kohonen's SOFM. - Lachlan L. H. Andrew; Marimuthu Palaniswami (ICNN, 1995)

A hybrid neural network approach to the pricing of options. - Christopher Boek; Paul Lajbcygier; Marimuthu Palaniswami; Andrew Flitman (ICNN, 1995)

Fuzzy gated neuronal architecture for pattern recognition. - V. Chandrasekaran; Zhi-Qiang Liu; Marimuthu Palaniswami (ICNN, 1995)

Tracking improvement for stable robot control using neural networks. - Gang Feng 001; Marimuthu Palaniswami; Zhixiu Han; Chu Kwong Chak (ICNN, 1995)

An experimental evaluation of neural network approach to circuit partitioning. - Suthikshn Kumar; Kevin E. Forward; Marimuthu Palaniswami (ICNN, 1995)

An adaptive tracking controller using neural networks for nonlinear systems. - Zhihong Man; Hong Ren Wu; Kamran Eshraghian; Marimuthu Palaniswami (ICNN, 1995)

A robust adaptive sliding mode tracking control using an RBF neural network for robotic manipulators. - Zhihong Man; X. H. Yu; Kamran Eshraghian; Marimuthu Palaniswami (ICNN, 1995)

Automatic estimation of age at death from human bone cross-sections using neural networks. - Trefor J. Morgan; Z. Liu; Marimuthu Palaniswami (ICNN, 1995)

A fast-multiplier generator for FPGAs. - Suthikshn Kumar; Kevin E. Forward; Marimuthu Palaniswami (VLSI Design, 1995)

Spatio-temporal feature maps using gated neuronal architecture. - V. Chandrasekaran; Marimuthu Palaniswami; Terry M. Caelli (IEEE Trans. Neural Networks, 1995)

A review of design aspects for neurocomputers. - Suthikshn Kumar; Kevin E. Forward; Marimuthu Palaniswami (ANZIIS, 1996)

Performance evaluation of a RISC neuro-processor for neural networks. - Suthikshn Kumar; Kevin E. Forward; Marimuthu Palaniswami (HiPC, 1996)

A hybrid neural approach to combinatorial optimization. - Kate A. Smith; Marimuthu Palaniswami; Mohan Krishnamoorthy (Comput. Oper. Res., 1996)

Range image segmentation by dynamic neural network architecture. - V. Chandrasekaran; Marimuthu Palaniswami; Terry Caelli (Pattern Recognit., 1996)

A unified approach to selecting optimal step lengths for adaptive vector quantizers. - Lachlan L. H. Andrew; Marimuthu Palaniswami (IEEE Trans. Commun., 1996)

Universal neural network controllers. - Chu Kwong Chak; Gang Feng 001; Jian Ma 008; Marimuthu Palaniswami (ICNN, 1997)

A fuzzy neural network based on hierarchical space partitioning. - Chu Kwong Chak; Gang Feng 001; Marimuthu Palaniswami (ICNN, 1997)

A neural network driven solution to a channel assignment problem in wireless telephony. - D. Tissainayagam; David Everitt; Marimuthu Palaniswami (ICNN, 1997)

Mosaic Learning: A New Algorithm for Self Organising Neural Networks to Learn Dynamic Channel Assignment Schemes. - D. Tissainayagam; David Everitt; Marimuthu Palaniswami (ICONIP (2), 1997)

Static and Dynamic Channel Assignment Using Neural Networks. - Kate A. Smith; Marimuthu Palaniswami (IEEE J. Sel. Areas Commun., 1997)

Implementation of fuzzy systems. - Chu Kwong Chak; Marimuthu Palaniswami; Gang Feng 001 (Fuzzy logic and expert systems applications, 1998)

Some issues relating to forward and reverse identification of artificial intelligence based systems. - P. S. Ray; P. S. Malin; Marimuthu Swami Palaniswami (KES (3), 1998)

Neural techniques for combinatorial optimization with applications. - Kate A. Smith; Marimuthu Palaniswami; Mohan Krishnamoorthy (IEEE Trans. Neural Networks, 1998)

An adaptive tracking controller using neural networks for a class of nonlinear systems. - Zhihong Man; Hong Ren Wu; Marimuthu Palaniswami (IEEE Trans. Neural Networks, 1998)

Selecting Bankruptcy Predictors Using a Support Vector Machine Approach. - Alan Fan; Marimuthu Palaniswami (IJCNN (6), 2000)

Model Predictive Control of a Fuel Injection System with a Radial Basis Function Network Observer. - Chris Manzie; Marimuthu Palaniswami; H. Watson (IJCNN (4), 2000)

Internet Document Filtering Using Fourier Domain Scoring. - Laurence Anthony F. Park; Marimuthu Palaniswami; Kotagiri Ramamohanarao (PKDD, 2001)

Distortion properties of the interval spectrum of IPFM generated heartbeats for heart rate variability analysis. - Michael Brennan; Marimuthu Palaniswami; Peter Kamen (IEEE Trans. Biomed. Eng., 2001)

Do existing measures of Poincare plot geometry reflect nonlinear features of heart rate variability? - Michael Brennan; Marimuthu Palaniswami; Peter Kamen (IEEE Trans. Biomed. Eng., 2001)

A new implementation technique for fast Spectral based document retrieval systems. - Laurence Anthony F. Park; Marimuthu Palaniswami; Kotagiri Ramamohanarao (ICDM, 2002)

A Novel Web Text Mining Method Using the Discrete Cosine Transform. - Laurence Anthony F. Park; Marimuthu Palaniswami; Kotagiri Ramamohanarao (PKDD, 2002)

Effects of moving the center's in an RBF network. - Chitra Panchapakesan; Marimuthu Palaniswami; Daniel Ralph; Chris Manzie (IEEE Trans. Neural Networks, 2002)

Automatic Ship Classification using Support Vector Machines. - Brendan Owen; Marimuthu Palaniswami; L. Swierkowski (HIS, 2003)

A study of biorthogonal wavelets in digital watermarking. - Slaven Marusic; David B. H. Tay; Guang Deng; Marimuthu Palaniswami (ICIP (2), 2003)

Fast linear stationary methods for automatically biased support vector machines. - Daniel T. H. Lai; Marimuthu Palaniswami; Nallasamy Mani (IJCNN, 2003)

Optimal flow control and routing in multi-path networks. - Wei-Hua Wang; Marimuthu Palaniswami; Steven H. Low (Perform. Evaluation, 2003)

Machine learning in low-level microarray analysis. - Benjamin I. P. Rubinstein; Jon D. McAuliffe; Simon Cawley; Marimuthu Palaniswami; Kotagiri Ramamohanarao; Terence P. Speed (SIGKDD Explor., 2003)

Design of approximate Hilbert transform pair of wavelets with exact symmetry [filter bank design]. - David B. H. Tay; Marimuthu Palaniswami (ICASSP (2), 2004)

A new momentum minimization decomposition method for support vector machines. - Daniel T. H. Lai; Nallasamy Mani; Marimuthu Palaniswami (IJCNN, 2004)

Mathematical properties of the two-parameter family of 9/7 biorthogonal filters. - David B. H. Tay; Slaven Marusic; Marimuthu Palaniswami; Guang Deng (ISCAS (3), 2004)

A novel approach to the design of the class of triplet halfband filterbanks. - David B. H. Tay; Marimuthu Palaniswami (IEEE Trans. Circuits Syst. II Express Briefs, 2004)

Fourier Domain Scoring: A Novel Document Ranking Method. - Laurence Anthony F. Park; Kotagiri Ramamohanarao; Marimuthu Palaniswami (IEEE Trans. Knowl. Data Eng., 2004)

A convergence rate estimate for the SVM decomposition method. - Daniel T. H. Lai; Alistair Shilton; Nallasamy Mani; Marimuthu Palaniswami (IJCNN, 2005)

Hilbert pair of wavelets via the matching design technique [matched filters]. - David B. H. Tay; Marimuthu Palaniswami (ISCAS (3), 2005)

Even-length biorthogonal wavelets for digital watermarking. - Slaven Marusic; David B. H. Tay; Guang Deng; Marimuthu Palaniswami (ISSPA, 2005)

A Novel Document Ranking Method Using the Discrete Cosine Transform. - Laurence Anthony F. Park; Marimuthu Palaniswami; Kotagiri Ramamohanarao (IEEE Trans. Pattern Anal. Mach. Intell., 2005)

Support vector machines for automated gait classification. - Rezaul K. Begg; Marimuthu Palaniswami; Brendan Owen (IEEE Trans. Biomed. Eng., 2005)

Incremental training of support vector machines. - Alistair Shilton; Marimuthu Palaniswami; Daniel Ralph; Ah Chung Tsoi (IEEE Trans. Neural Networks, 2005)

A novel document retrieval method using the discrete wavelet transform. - Laurence Anthony F. Park; Kotagiri Ramamohanarao; Marimuthu Palaniswami (ACM Trans. Inf. Syst., 2005)

Limitations and Applications of ICA for Surface Electromyogram. - Ganesh R. Naik; Dinesh K. Kumar; Sridhar P. Arjunan; Marimuthu Palaniswami; Rezaul K. Begg (EMBC, 2006)

Adaptive Target Tracking in Slowly Changing Clutter. - Thomas Hanselmann; Darko Musicki; Marimuthu Palaniswami (FUSION, 2006)

Density Estimation Using a Generalized Neuron. - Raveesh Kiran; Ganesh K. Venayagamoorthy; Marimuthu Palaniswami (FUSION, 2006)

An inexact penalty method for the semiparametric Support Vector Machine classifier. - Daniel T. H. Lai; Nallasamy Mani; Marimuthu Palaniswami (IJCNN, 2006)

Protein Secondary Structure Prediction Using Support Vector Machines and a New Feature Representation. - Jayavardhana Gubbi; Daniel T. H. Lai; Marimuthu Palaniswami; Michael Parker (Int. J. Comput. Intell. Appl., 2006)

Intrusion Detection for Routing Attacks in Sensor Networks. - Chong Eik Loo; Mun Yong Ng; Christopher Leckie; Marimuthu Palaniswami (Int. J. Distributed Sens. Networks, 2006)

Orthonormal Hilbert-Pair of Wavelets With (Almost) Maximum Vanishing Moments. - David B. H. Tay; Nicholas G. Kingsbury; Marimuthu Palaniswami (IEEE Signal Process. Lett., 2006)

Application-oriented flow control: fundamentals, algorithms and fairness. - Wei-Hua Wang; Marimuthu Palaniswami; Steven H. Low (IEEE/ACM Trans. Netw., 2006)

Real Value Solvent Accessibility Prediction using Adaptive Support Vector Regression. - Jayavardhana Gubbi; Alistair Shilton; Marimuthu Palaniswami; Michael Parker (CIBCB, 2007)

Limitations and Applications of ICA in Facial sEMG and Hand Gesture sEMG for Human Computer Interaction. - Ganesh R. Naik; Dinesh Kant Kumar; Sridhar Poosapadi Arjunan; Hans Weghorn; Marimuthu Palaniswami (DICTA, 2007)

Subtle Hand Gesture Identification for HCI Using Temporal Decorrelation Source Separation BSS of Surface EMG. - Ganesh R. Naik; Dinesh Kant Kumar; Hans Weghorn; Marimuthu Palaniswami (DICTA, 2007)

Frequency selective height-from-stereo reconstruction: Application to retinal oedemas detection. - Slaven Marusic; Petr Dokládal; Ali Erginay; Jean-Claude Klein; Marimuthu Palaniswami (EUSIPCO, 2007)

Quarter Sphere Based Distributed Anomaly Detection in Wireless Sensor Networks. - Sutharshan Rajasegarar; Christopher Leckie; Marimuthu Palaniswami; James C. Bezdek (ICC, 2007)

Stabilizing RED using a Fuzzy Controller. - Jinsheng Sun; Moshe Zukerman; Marimuthu Palaniswami (ICC, 2007)

Application-Oriented Flow Control for Wireless Sensor Networks. - Jiong Jin; Wei-Hua Wang; Marimuthu Palaniswami (ICNS, 2007)

A hybrid Support Vector Machine and autoregressive model for detecting gait disorders in the elderly. - Daniel T. H. Lai; Ahsan H. Khandoker; Rezaul K. Begg; Marimuthu Palaniswami (IJCNN, 2007)

Secure k-Connectivity Properties of Wireless Sensor Networks. - Yee Wei Law; Li-Hsing Yen; Roberto Di Pietro; Marimuthu Palaniswami (MASS, 2007)

Improving Isometric Hand Gesture Identification for HCI based on Independent Component Analysis in Bio-signal Processing. - Ganesh R. Naik; Dinesh Kant Kumar; Hans Weghorn; Vijay P. Singh; Marimuthu Palaniswami (PRIS, 2007)

Solving Protein Structures Using Molecular Replacement Via Protein Fragments. - Jayavardhana Gubbi; Michael Parker; Marimuthu Palaniswami (WILF, 2007)

Multi run ICA and surface EMG based signal processing system for recognising hand gestures. - Ganesh R. Naik; Dinesh Kant Kumar; Marimuthu Palaniswami (CIT, 2008)

A hierarchically combined classifier for license plate recognition. - Lihong Zheng; Xiangjian He; Qiang Wu 001; Wenjing Jia; Bijan Samali; Marimuthu Palaniswami (CIT, 2008)

Online drift correction in wireless sensor networks using spatio-temporal modeling. - Maen Takruri; Sutharshan Rajasegarar; Subhash Challa; Christopher Leckie; Marimuthu Palaniswami (FUSION, 2008)

CESVM: Centered Hyperellipsoidal Support Vector Machine Based Anomaly Detection. - Sutharshan Rajasegarar; Christopher Leckie; Marimuthu Palaniswami (ICC, 2008)

Segmentation of characters on car license plates. - Xiangjian He; Lihong Zheng; Qiang Wu 001; Wenjing Jia; Bijan Samali; Marimuthu Palaniswami (MMSP, 2008)

Energy Efficient, Fully-Connected Mesh Networks for High Speed Applications. - Samitha W. Ekanayake; Pubudu N. Pathirana; Bernard F. Rolfe; Marimuthu Palaniswami (VTC Spring, 2008)

Risk-aware beacon scheduling for tree-based ZigBee/IEEE 802.15.4 wireless networks. - Li-Hsing Yen; Yee Wei Law; Marimuthu Palaniswami (WICON, 2008)

Svm Models for Diagnosing Balance Problems Using Statistical Features of the Mtc Signal. - Daniel T. H. Lai; Rezaul K. Begg; Marimuthu Palaniswami (Int. J. Comput. Intell. Appl., 2008)

Anomaly detection in wireless sensor networks. - Sutharshan Rajasegarar; Christopher Leckie; Marimuthu Palaniswami (IEEE Wirel. Commun., 2008)

Insider DoS Attacks on Epidemic Propagation Strategies of Network Reprogramming in Wireless Sensor Networks. - Yu Zhang 034; Xingshe Zhou 001; Yee Wei Law; Marimuthu Palaniswami (IAS, 2009)

Energy-efficient data acquisition by adaptive sampling for wireless sensor networks. - Yee Wei Law; Supriyo Chatterjea; Jiong Jin; Thomas Hanselmann; Marimuthu Palaniswami (IWCMC, 2009)

Automated recognition of patients with obstructive sleep apnoea using wavelet-based features of electrocardiogram recordings. - Ahsan H. Khandoker; Chandan K. Karmakar; Marimuthu Palaniswami (Comput. Biol. Medicine, 2009)

Utility max-min fair resource allocation for communication networks with multipath routing. - Jiong Jin; Wei-Hua Wang; Marimuthu Palaniswami (Comput. Commun., 2009)

Jeeva: Enterprise Grid-enabled Web Portal for Protein Secondary Structure Prediction - Chao Jin 001; Jayavardhana Gubbi; Rajkumar Buyya; Marimuthu Palaniswami (CoRR, 2009)

A simple framework of utility max-min flow control using sliding mode approach. - Jiong Jin; Wei-Hua Wang; Marimuthu Palaniswami (IEEE Commun. Lett., 2009)

Five Basic Types of Insider DoS Attacks of Code Dissemination in Wireless Sensor Networks. - Yu Zhang 034; Xingshe Zhou 001; Yi Ming Ji; Yee Wei Law; Marimuthu Palaniswami (Int. J. Commun. Netw. Syst. Sci., 2009)

Antepartum non-invasive evaluation of opening and closing timings of the cardiac valves in fetal cardiac cycle. - Ahsan H. Khandoker; Yoshitaka Kimura; Takuya Ito; Naoaki Sato; Kunihiro Okamura; Marimuthu Palaniswami (Medical Biol. Eng. Comput., 2009)

Automated Scoring of Obstructive Sleep Apnea and Hypopnea Events Using Short-Term Electrocardiogram Recordings. - Ahsan H. Khandoker; Jayavardhana Gubbi; Marimuthu Palaniswami (IEEE Trans. Inf. Technol. Biomed., 2009)

Support Vector Machines for Automated Recognition of Obstructive Sleep Apnea Syndrome From ECG Recordings. - Ahsan H. Khandoker; Marimuthu Palaniswami; Chandan K. Karmakar (IEEE Trans. Inf. Technol. Biomed., 2009)

Computational Intelligence in Gait Research: A Perspective on Current Applications and Future Challenges. - Daniel T. H. Lai; Rezaul K. Begg; Marimuthu Palaniswami (IEEE Trans. Inf. Technol. Biomed., 2009)

Automatic Recognition of Gait Patterns Exhibiting Patellofemoral Pain Syndrome Using a Support Vector Machine Approach. - Daniel T. H. Lai; Pazit T. Levinger; Rezaul K. Begg; Wendy Lynne Gilleard; Marimuthu Palaniswami (IEEE Trans. Inf. Technol. Biomed., 2009)

Energy-efficient link-layer jamming attacks against wireless sensor network MAC protocols. - Yee Wei Law; Marimuthu Palaniswami; Lodewijk van Hoesel; Jeroen Doumen; Pieter H. Hartel; Paul J. M. Havinga (ACM Trans. Sens. Networks, 2009)

Elliptical anomalies in wireless sensor networks. - Sutharshan Rajasegarar; James C. Bezdek; Christopher Leckie; Marimuthu Palaniswami (ACM Trans. Sens. Networks, 2009)

Key Management in Wireless Sensor Networks. - Yee Wei Law; Marimuthu Palaniswami (Guide to Wireless Sensor Networks, 2009)

Secure Data Aggregation in Wireless Sensor Networks. - Yee Wei Law; Marimuthu Palaniswami; Raphael Chung-Wei Phan (Guide to Wireless Sensor Networks, 2009)

Body area wireless sensor networks for the analysis of cycling performance. - Raluca Marin-Perianu; Mihai Marin-Perianu; David Rouffet; Simon Taylor; Paul J. M. Havinga; Rezaul K. Begg; Marimuthu Palaniswami (BODYNETS, 2010)

A Unified Flow Control Approach for QoS Balance in Differentiated Services. - Jiong Jin; Yee Wei Law; Marimuthu Palaniswami; Zhihong Man (ICC, 2010)

Incremental Kernel Fuzzy c-Means. - Timothy C. Havens; James C. Bezdek; Marimuthu Palaniswami (IJCCI (Selected Papers), 2010)

Handling inelastic traffic in wireless sensor networks. - Jiong Jin; Avinash Sridharan; Bhaskar Krishnamachari; Marimuthu Palaniswami (IEEE J. Sel. Areas Commun., 2010)

Centered hyperspherical and hyperellipsoidal one-class support vector machines for anomaly detection in sensor networks. - Sutharshan Rajasegarar; Christopher Leckie; James C. Bezdek; Marimuthu Palaniswami (IEEE Trans. Inf. Forensics Secur., 2010)

A Division Algebraic Framework for Multidimensional Support Vector Regression. - Alistair Shilton; Daniel T. H. Lai; Marimuthu Palaniswami (IEEE Trans. Syst. Man Cybern. Part B, 2010)

Estimation of end point foot clearance points from inertial sensor data. - Braveena K. Santhiranayagam; Daniel T. H. Lai; Rezaul K. Begg; Marimuthu Palaniswami (EMBC, 2011)

Incremental Elliptical Boundary Estimation for Anomaly Detection in Wireless Sensor Networks. - Masud Moshtaghi; Christopher Leckie; Shanika Karunasekera; James C. Bezdek; Sutharshan Rajasegarar; Marimuthu Palaniswami (ICDM, 2011)

Anomaly Detection in Environmental Monitoring Networks [Application Notes]. - James C. Bezdek; Sutharshan Rajasegarar; Masud Moshtaghi; Christopher Leckie; Marimuthu Palaniswami; Timothy C. Havens (IEEE Comput. Intell. Mag., 2011)

Secure Rateless Deluge: Pollution-Resistant Reprogramming and Data Dissemination for Wireless Sensor Networks. - Yee Wei Law; Yu Zhang 034; Jiong Jin; Marimuthu Palaniswami; Paul J. M. Havinga (EURASIP J. Wirel. Commun. Netw., 2011)

Deferred decentralized movement pattern mining for geosensor networks. - Patrick Laube; Matt Duckham; Marimuthu Palaniswami (Int. J. Geogr. Inf. Sci., 2011)

Spatio-temporal modelling-based drift-aware wireless sensor networks. - Maen Takruri; Sutharshan Rajasegarar; Subhash Challa; Christopher Leckie; Marimuthu Palaniswami (IET Wirel. Sens. Syst., 2011)

Clustering ellipses for anomaly detection. - Masud Moshtaghi; Timothy C. Havens; James C. Bezdek; Laurence Anthony F. Park; Christopher Leckie; Sutharshan Rajasegarar; James M. Keller; Marimuthu Palaniswami (Pattern Recognit., 2011)

KALwEN: a new practical and interoperable key management scheme for body sensor networks. - Yee Wei Law; Giorgi Moniava; Zheng Gong; Pieter H. Hartel; Marimuthu Palaniswami (Secur. Commun. Networks, 2011)

Security games for voltage control in smart grid. - Yee Wei Law; Tansu Alpcan; Marimuthu Palaniswami (Allerton Conference, 2012)

Identifying increased risk of post-infarct people with diabetes using multi-lag Tone-Entropy analysis. - Chandan K. Karmakar; Herbert F. Jelinek; Ahsan Khandoker; Mikko Tulppo; Timo Mäkikallio; Antti Kiviniemi; Heikki Huikuri; Marimuthu Palaniswami (EMBC, 2012)

Cluster validity for kernel fuzzy clustering. - Timothy C. Havens; James C. Bezdek; Marimuthu Palaniswami (FUZZ-IEEE, 2012)

Security Games and Risk Minimization for Automatic Generation Control in Smart Grid. - Yee Wei Law; Tansu Alpcan; Marimuthu Palaniswami; Subhrakanti Dey (GameSec, 2012)

Measures for clustering and anomaly detection in sets of higher dimensional ellipsoids. - Sutharshan Rajasegarar; James C. Bezdek; Masud Moshtaghi; Christopher Leckie; Timothy C. Havens; Marimuthu Palaniswami (IJCNN, 2012)

The conic-segmentation support vector machine - a target space method for multiclass classification. - Alistair Shilton; Daniel T. H. Lai; Marimuthu Palaniswami (IJCNN, 2012)

Network architecture and QoS issues in the internet of things for a smart city. - Jiong Jin; Jayavardhana Gubbi; Tie Luo 001; Marimuthu Palaniswami (ISCIT, 2012)

A robust algorithm for foreground extraction in crowded scenes. - Aravinda S. Rao; Jayavardhana Gubbi; Slaven Marusic; Marimuthu Palaniswami (ISCIT, 2012)

Demand Response Architectures and Load Management Algorithms for Energy-Efficient Power Grids: A Survey. - Yee Wei Law; Tansu Alpcan; Vincent C. S. Lee; Anthony C. C. Lo; Slaven Marusic; Marimuthu Palaniswami (KICSS, 2012)

Rate control for heterogeneous wireless sensor networks: Characterization, algorithms and performance. - Jiong Jin; Marimuthu Palaniswami; Bhaskar Krishnamachari (Comput. Networks, 2012)

Fuzzy c-Means Algorithms for Very Large Data. - Timothy C. Havens; James C. Bezdek; Christopher Leckie; Lawrence O. Hall; Marimuthu Palaniswami (IEEE Trans. Fuzzy Syst., 2012)

QT Variability Index Changes With Severity of Cardiovascular Autonomic Neuropathy. - Ahsan H. Khandoker; Mohammad Hasan Imam; Jean-Philippe Couderc; Marimuthu Palaniswami; Herbert F. Jelinek (IEEE Trans. Inf. Technol. Biomed., 2012)

Risk-Aware Distributed Beacon Scheduling for Tree-Based ZigBee Wireless Networks. - Li-Hsing Yen; Yee Wei Law; Marimuthu Palaniswami (IEEE Trans. Mob. Comput., 2012)

An Intelligent Task Allocation Scheme for Multihop Wireless Networks. - Yichao Jin; Jiong Jin; Alexander Gluhak; Klaus Moessner; Marimuthu Palaniswami (IEEE Trans. Parallel Distributed Syst., 2012)

A Note on Octonionic Support Vector Regression. - Alistair Shilton; Daniel T. H. Lai; Braveena K. Santhiranayagam; Marimuthu Palaniswami (IEEE Trans. Syst. Man Cybern. Part B, 2012)

Cramér-Rao Bounds for Polynomial Signal Estimation Using Sensors With AR(1) Drift. - Swarnendu Kar; Pramod K. Varshney; Marimuthu Palaniswami (IEEE Trans. Signal Process., 2012)

clusiVAT: A mixed visual/numerical clustering algorithm for big data. - Dheeraj Kumar; Marimuthu Palaniswami; Sutharshan Rajasegarar; Christopher Leckie; James C. Bezdek; Timothy C. Havens (IEEE BigData, 2013)

Comparative study of multicast authentication schemes with application to wide-area measurement system. - Yee Wei Law; Zheng Gong; Tie Luo 001; Slaven Marusic; Marimuthu Palaniswami (AsiaCCS, 2013)

Optimization of an energy harvesting buoy for coral reef monitoring. - Andrea Pirisi; Francesco Grimaccia; Marco Mussetta; Riccardo Enrico Zich; Ron Johnstone; Marimuthu Palaniswami; Sutharshan Rajasegarar (IEEE Congress on Evolutionary Computation, 2013)

Detection of Cardiac Autonomic Neuropathy using Linear Parametric Modeling of QT dynamics. - Mohammad Hasan Imam; Chandan K. Karmakar; Ahsan Khandoker; Herbert F. Jelinek; Marimuthu Palaniswami (CinC, 2013)

Time-series Network Analysis for Detecting Cardiac Autonomic Neuropathy using RR Interval Data. - Chandan K. Karmakar; Ahsan Khandoker; Herbert F. Jelinek; Marimuthu Palaniswami (CinC, 2013)

Development of Fetal Heart Rate Dynamics before and after 30 and 35 Weeks of Gestation. - Ahsan H. Khandoker; Chandan K. Karmakar; Yoshitaka Kimura; Marimuthu Palaniswami (CinC, 2013)

The Effect of Automated Preprocessing of RR Interval Tachogram on Discrimination Capability of Heart Rate Variability Parameters. - Faezeh Marzbanrad; Herbert F. Jelinek; Ethan Ng; Mikhail Tamayo; Brett D. Hambly; Craig McLachlan; Slade Matthews; Marimuthu Palaniswami; Ahsan Khandoker (CinC, 2013)

Development of Fetal Cardiac Intervals Throughout 16 to 41 Weeks of Gestation. - Faezeh Marzbanrad; Yoshitaka Kimura; Kiyoe Funamoto; Rika Sugibayashi; Miyuki Endo; Takuya Ito; Marimuthu Palaniswami; Ahsan Khandoker (CinC, 2013)

Automatic Sensor Drift Detection and Correction Using Spatial Kriging and Kalman Filtering. - Dheeraj Kumar; Sutharshan Rajasegarar; Marimuthu Palaniswami (DCOSS, 2013)

A pilot study on the use of accelerometer sensors for monitoring post acute stroke patients. - Jayavardhana Gubbi; Dheeraj Kumar; Aravinda S. Rao; Bernard Yan; Marimuthu Palaniswami (EMBC, 2013)

Effect of using ECG derived respiration (EDR) signal in linear parametric QT-RR modeling. - Mohammad Hasan Imam; Chandan K. Karmakar; Ahsan H. Khandoker; Marimuthu Palaniswami (EMBC, 2013)

Effect of premature activation in analyzing QT dynamics instability using QT-RR model for ventricular fibrillation and healthy subjects. - Mohammad Hasan Imam; Chandan K. Karmakar; Ahsan H. Khandoker; Marimuthu Palaniswami (EMBC, 2013)

Multi-scale Tone Entropy in differentiating physiologic and synthetic RR time series. - Chandan K. Karmakar; Ahsan H. Khandoker; Marimuthu Palaniswami (EMBC, 2013)

Estimating relative respiratory effort from features of photo-plethysmography signal. - Ahsan H. Khandoker; Chandan K. Karmakar; Thomas Penzel; Martin Glos; Christoph Schöbel; Marimuthu Palaniswami (EMBC, 2013)

Motor recovery monitoring in post acute stroke patients using wireless accelerometer and cross-correlation. - Dheeraj Kumar; Jayavardhana Gubbi; Bernard Yan; Marimuthu Palaniswami (EMBC, 2013)

Automated Identification of fetal cardiac valve timings. - Faezeh Marzbanrad; Ahsan H. Khandoker; Kiyoe Funamoto; Rika Sugibayashi; Miyuki Endo; Clarissa Velayo; Yoshitaka Kimura; Marimuthu Palaniswami (EMBC, 2013)

Investigating the beat by beat phase synchronization between maternal and fetal heart rates. - Qianqian Wang; Ahsan H. Khandoker; Faezeh Marzbanrad; Kiyoe Funamoto; Rika Sugibayashi; Miyuki Endo; Yoshitaka Kimura; Marimuthu Palaniswami (EMBC, 2013)

Clustering and visualization of fuzzy communities in social networks. - Timothy C. Havens; James C. Bezdek; Christopher Leckie; Jeffrey Chan; Wei Liu 007; James Bailey 001; Kotagiri Ramamohanarao; Marimuthu Palaniswami (FUZZ-IEEE, 2013)

Extension of iVAT to asymmetric matrices. - Timothy C. Havens; James C. Bezdek; Christopher Leckie; Marimuthu Palaniswami (FUZZ-IEEE, 2013)

A pilot study of urban noise monitoring architecture using wireless sensor networks. - Jayavardhana Gubbi; Slaven Marusic; Aravinda S. Rao; Yee Wei Law; Marimuthu Palaniswami (ICACCI, 2013)

Crowd density estimation based on optical flow and hierarchical clustering. - Aravinda S. Rao; Jayavardhana Gubbi; Slaven Marusic; Paul Stanley; Marimuthu Palaniswami (ICACCI, 2013)

Design of low-cost autonomous water quality monitoring system. - Aravinda S. Rao; Stephen Marshall; Jayavardhana Gubbi; Marimuthu Palaniswami; Richard O. Sinnott; Vincent Pettigrovet (ICACCI, 2013)

Analytical model of coding-based reprogramming protocols in lossy wireless sensor networks. - Jun-Wei Li; ShiNing Li; Yu Zhang 034; Yee Wei Law; Xingshe Zhou 001; Marimuthu Palaniswami (ICC, 2013)

Human head detection using Histograms of Oriented optical flow in low quality videos with occlusion. - Fu-Chun Hsu; Jayavardhana Gubbi; Marimuthu Palaniswami (ICSPCS, 2013)

Scalable single linkage hierarchical clustering for big data. - Timothy C. Havens; James C. Bezdek; Marimuthu Palaniswami (ISSNIP, 2013)

Welcome message. - Marimuthu Palaniswami; Vladimir J. Lumelsky (ISSNIP, 2013)

Autonomous detection of different walking tasks using end point foot trajectory vertical displacement data. - Braveena K. Santhiranayagam; Daniel T. H. Lai; Alistair Shilton; Rezaul K. Begg; Marimuthu Palaniswami (ISSNIP, 2013)

Combined multiclass classification and anomaly detection for large-scale Wireless Sensor Networks. - Alistair Shilton; Sutharshan Rajasegarar; Marimuthu Palaniswami (ISSNIP, 2013)

Determination of Object Directions Using Optical Flow for Crowd Monitoring. - Aravinda S. Rao; Jayavardhana Gubbi; Slaven Marusic; Andrew Maher; Marimuthu Palaniswami (ISVC (2), 2013)

WAKE: Key management scheme for wide-area measurement systems in smart grid. - Yee Wei Law; Marimuthu Palaniswami; Gina Kounga; Anthony C. C. Lo (IEEE Commun. Mag., 2013)

Internet of Things (IoT): A vision, architectural elements, and future directions. - Jayavardhana Gubbi; Rajkumar Buyya; Slaven Marusic; Marimuthu Palaniswami (Future Gener. Comput. Syst., 2013)

Risk stratification of cardiac autonomic neuropathy based on multi-lag Tone-Entropy. - Chandan K. Karmakar; Ahsan H. Khandoker; Herbert F. Jelinek; Marimuthu Palaniswami (Medical Biol. Eng. Comput., 2013)

A performance analysis of a wireless body-area network monitoring system for professional cycling. - Raluca Marin-Perianu; Mihai Marin-Perianu; Paul J. M. Havinga; Simon Taylor; Rezaul K. Begg; Marimuthu Palaniswami; David Rouffet (Pers. Ubiquitous Comput., 2013)

A Soft Modularity Function For Detecting Fuzzy Communities in Social Networks. - Timothy C. Havens; James C. Bezdek; Christopher Leckie; Kotagiri Ramamohanarao; Marimuthu Palaniswami (IEEE Trans. Fuzzy Syst., 2013)

Analysing Cardiac Autonomic Neuropathy in Diabetes using Electrocardiogram-derived Systolic-Diastolic Interval Interactions. - Mohammad Hasan Imam; Chandan K. Karmakar; Ahsan Khandoker; Herbert F. Jelinek; Marimuthu Palaniswami (CinC, 2014)

Influence of Psychological Stress on QT Interval. - Chandan K. Karmakar; Mohammad Hasan Imam; Ahsan Khandoker; Marimuthu Palaniswami (CinC, 2014)

Investigating Maternal-Fetal Heart Rate Coupling with High Resolution Joint Symbolic Dynamics. - Ahsan H. Khandoker; Steffen Schulz 002; Yoshitaka Kimura; Marimuthu Palaniswami; Andreas Voss (CinC, 2014)

Automated Measurement of Fetal Isovolumic Contraction Time from Doppler Ultrasound Signal without using Fetal Electrocardiography. - Faezeh Marzbanrad; Yoshitaka Kimura; Miyuki Endo; Marimuthu Palaniswami; Ahsan H. Khandoker (CinC, 2014)

Probabilistic Detection of Crowd Events on Riemannian Manifolds. - Aravinda S. Rao; Jayavardhana Gubbi; Slaven Marusic; Marimuthu Palaniswami (DICTA, 2014)

Detection of Anomalous Crowd Behaviour Using Hyperspherical Clustering. - Aravinda S. Rao; Jayavardhana Gubbi; Sutharshan Rajasegarar; Slaven Marusic; Marimuthu Palaniswami (DICTA, 2014)

Effect of gender and diabetes on major depressive disorder using heart rate asymmetry. - Chandan K. Karmakar; Herbert F. Jelinek; Paul Warner; Ahsan H. Khandoker; Marimuthu Palaniswami (EMBC, 2014)

Investigating foetal heart rate asymmetry. - Chandan K. Karmakar; Ahsan Khandoker; Yoshitaka Kimura; Marimuthu Palaniswami (EMBC, 2014)

Relationship between Heart Rate Variability and angiotensinogen gene polymorphism in diabetic and control individuals. - Faezeh Marzbanrad; Brett D. Hambly; Ethan Ng; Mikhail Tamayo; Slade Matthews; Chandan K. Karmakar; Ahsan H. Khandoker; Marimuthu Palaniswami; Herbert F. Jelinek (EMBC, 2014)

A multi-dimensional Hidden Markov Model approach to automated identification of fetal cardiac valve motion. - Faezeh Marzbanrad; Ahsan H. Khandoker; Miyuki Endo; Yoshitaka Kimura; Marimuthu Palaniswami (EMBC, 2014)

Spatio-temporal estimation with Bayesian maximum entropy and compressive sensing in communication constrained networks. - Sutharshan Rajasegarar; Christopher Leckie; Marimuthu Palaniswami (ICC, 2014)

High resolution spatio-temporal monitoring of air pollutants using wireless sensor networks. - Sutharshan Rajasegarar; Peng Zhang; Yang Zhou; Shanika Karunasekera; Christopher Leckie; Marimuthu Palaniswami (ISSNIP, 2014)

Profiling spatial and temporal behaviour in sensor networks: A case study in energy monitoring. - Lida Rashidi; Sutharshan Rajasegarar; Christopher Leckie; Michele Nati; Alexander Gluhak; Muhammad Ali Imran 001; Marimuthu Palaniswami (ISSNIP, 2014)

Smart car parking: Temporal clustering and anomaly detection in urban car parking. - Yanxu Zheng; Sutharshan Rajasegarar; Christopher Leckie; Marimuthu Palaniswami (ISSNIP, 2014)

Privacy-Preserving Collaborative Anomaly Detection for Participatory Sensing. - Sarah M. Erfani; Yee Wei Law; Shanika Karunasekera; Christopher Leckie; Marimuthu Palaniswami (PAKDD (1), 2014)

Signal processing evaluation of myoelectric sensor placement in low-level gestures: sensitivity analysis using independent component analysis. - Ganesh R. Naik; Dinesh Kant Kumar; Marimuthu Palaniswami (Expert Syst. J. Knowl. Eng., 2014)

An Information Framework for Creating a Smart City Through Internet of Things. - Jiong Jin; Jayavardhana Gubbi; Slaven Marusic; Marimuthu Palaniswami (IEEE Internet Things J., 2014)

Hyperspherical cluster based distributed anomaly detection in wireless sensor networks. - Sutharshan Rajasegarar; Christopher Leckie; Marimuthu Palaniswami (J. Parallel Distributed Comput., 2014)

Effect of ECG-derived respiration (EDR) on modeling ventricular repolarization dynamics in different physiological and psychological conditions. - Mohammad Hasan Imam; Chandan K. Karmakar; Ahsan H. Khandoker; Marimuthu Palaniswami (Medical Biol. Eng. Comput., 2014)

Ellipsoidal neighbourhood outlier factor for distributed anomaly detection in resource constrained networks. - Sutharshan Rajasegarar; Alexander Gluhak; Muhammad Ali Imran 001; Michele Nati; Masud Moshtaghi; Christopher Leckie; Marimuthu Palaniswami (Pattern Recognit., 2014)

Participatory Sensing, Privacy, and Trust Management for Interactive Local Government. - Slaven Marusic; Jayavardhana Gubbi; Helen T. Sullivan; Yee Wei Law; Marimuthu Palaniswami (IEEE Technol. Soc. Mag., 2014)

High-Resolution Monitoring of Atmospheric Pollutants Using a System of Low-Cost Sensors. - Sutharshan Rajasegarar; Timothy C. Havens; Shanika Karunasekera; Christopher Leckie; James C. Bezdek; Milan Jamriska; Ajith Gunatilaka; Alex Skvortsov; Marimuthu Palaniswami (IEEE Trans. Geosci. Remote. Sens., 2014)

Detection of Respiratory Arousals Using Photoplethysmography (PPG) Signal in Sleep Apnea Patients. - Chandan K. Karmakar; Ahsan H. Khandoker; Thomas Penzel; Christoph Schöbel; Marimuthu Palaniswami (IEEE J. Biomed. Health Informatics, 2014)

Automated Estimation of Fetal Cardiac Timing Events From Doppler Ultrasound Signal Using Hybrid Models. - Faezeh Marzbanrad; Yoshitaka Kimura; Kiyoe Funamoto; Rika Sugibayashi; Miyuki Endo; Takuya Ito; Marimuthu Palaniswami; Ahsan H. Khandoker (IEEE J. Biomed. Health Informatics, 2014)

Streaming analysis in wireless sensor networks. - Masud Moshtaghi; James C. Bezdek; Timothy C. Havens; Christopher Leckie; Shanika Karunasekera; Sutharshan Rajasegarar; Marimuthu Palaniswami (Wirel. Commun. Mob. Comput., 2014)

A Novel Technique for Analysing Beat-to-Beat Dynamical Changes of QT-RR Distribution for Arrhythmia Prediction. - Mohammad Hasan Imam; Chandan K. Karmakar; Ahsan Khandoker; Marimuthu Palaniswami (CinC, 2015)

Changes in Heart Rate Circadian Rhythm following Exercise in Middle-Aged Men. - Herbert F. Jelinek; Chandan K. Karmakar; Antti Kiviniemi; Mikko Tulppo; Timo Mäkikallio; Arto J. Hautala; Heikki Huikuri; Ahsan H. Khandoker; Marimuthu Palaniswami (CinC, 2015)

Influence of Psychological Stress on Systolic-Diastolic Interval (SDI) Interaction Measured from Surface Electrocardiogram (ECG). - Chandan K. Karmakar; Mohammad Hasan Imam; Peng Li 002; Marimuthu Palaniswami (CinC, 2015)

Classification of Doppler Ultrasound Signal Quality for the Application of Fetal Valve Motion Identification. - Faezeh Marzbanrad; Yoshitaka Kimura; Miyuki Endo; Marimuthu Palaniswami; Ahsan H. Khandoker (CinC, 2015)

Learning Efficiently- The Deep CNNs-Tree Network. - Fu-Chun Hsu; Jayavardhana Gubbi; Marimuthu Palaniswami (DICTA, 2015)

Automatic segmentation of the rima glottidis in 4D laryngeal CT scans in Parkinson's disease. - Sajini Hewavitharanage; Jayavardhana Gubbi; Dominic Thyagarajan; Ken Lau; Marimuthu Palaniswami (EMBC, 2015)

Estimation of vocal fold plane in 3D CT images for diagnosis of vocal fold abnormalities. - Sajini Hewavitharanage; Jayavardhana Gubbi; Dominic Thyagarajan; Ken Lau; Marimuthu Palaniswami (EMBC, 2015)

A novel technique to investigate the effect of ageing on ventricular repolarization characteristics in healthy and LQTS subjects. - Mohammad Hasan Imam; Chandan K. Karmakar; Marimuthu Palaniswami; Ahsan H. Khandoker (EMBC, 2015)

Multi-lag HRV analysis discriminates disease progression of post-infarct people with no diabetes versus diabetes. - Chandan K. Karmakar; Herbert F. Jelinek; Ahsan Khandoker; Mikko Tulppo; Timo Mäkikallio; Antti Kiviniemi; Heikki Huikuri; Marimuthu Palaniswami (EMBC, 2015)

Distribution Entropy (DistEn): A complexity measure to detect arrhythmia from short length RR interval time series. - Chandan K. Karmakar; Radhagayathri K. Udhayakumar; Marimuthu Palaniswami (EMBC, 2015)

Classification of convulsive psychogenic non-epileptic seizures using histogram of oriented motion of accelerometry signals. - Shitanshu Kusmakar; Jayavardhana Gubbi; Aravinda S. Rao; Bernard Yan; Terence J. O'Brien; Marimuthu Palaniswami (EMBC, 2015)

Classification of convulsive psychogenic non-epileptic seizures using muscle transforms obtained from accelerometry signal. - Shitanshu Kusmakar; Jayavardhana Gubbi; Bernard Yan; Terence J. O'Brien; Marimuthu Palaniswami (EMBC, 2015)

Transfer entropy analysis of maternal and fetal heart rate coupling. - Faezeh Marzbanrad; Yoshitaka Kimura; Miyuki Endo; Marimuthu Palaniswami; Ahsan H. Khandoker (EMBC, 2015)

Effect of data length and bin numbers on distribution entropy (DistEn) measurement in analyzing healthy aging. - Radhagayathri K. Udhayakumar; Chandan K. Karmakar; Peng Li 002; Marimuthu Palaniswami (EMBC, 2015)

Pattern based anomalous user detection in cognitive radio networks. - Sutharshan Rajasegarar; Christopher Leckie; Marimuthu Palaniswami (ICASSP, 2015)

A Feedback based method for License plate image binarization. - Mandar Sovani; Duc Vo; Subhash Challa; Marimuthu Palaniswami (ICSPCS, 2015)

Welcome. - Marimuthu Swami Palaniswami; Hwee Pink Tan (ISSNIP, 2015)

EHOPES: Data-centered Fog platform for smart living. - Jianhua Li 002; Jiong Jin; Dong Yuan 001; Marimuthu Palaniswami; Klaus Moessner (ITNAC, 2015)

DP1SVM: A dynamic planar one-class support vector machine for Internet of Things environment. - Alistair Shilton; Sutharshan Rajasegarar; Christopher Leckie; Marimuthu Palaniswami (RIoT, 2015)

An Improved Approach to Crowd Event Detection by Reducing Data Dimensions. - Aravinda S. Rao; Jayavardhana Gubbi; Marimuthu Palaniswami (SIRS, 2015)

Anomalous Crowd Event Analysis Using Isometric Mapping. - Aravinda S. Rao; Jayavardhana Gubbi; Marimuthu Palaniswami (SIRS, 2015)

Analysis of fetal heart rate asymmetry before and after 35 weeks of gestation. - Chandan K. Karmakar; Yoshitaka Kimura; Marimuthu Palaniswami; Ahsan H. Khandoker (Biomed. Signal Process. Control., 2015)

Head detection using motion features and multi level pyramid architecture. - Fu-Chun Hsu; Jayavardhana Gubbi; Marimuthu Palaniswami (Comput. Vis. Image Underst., 2015)

Tone Entropy Analysis of Foetal Heart Rate Variability. - Ahsan H. Khandoker; Chandan K. Karmakar; Yoshitaka Kimura; Miyuki Endo; Sayaka Oshio; Marimuthu Palaniswami (Entropy, 2015)

Evolving Fuzzy Rules for Anomaly Detection in Data Streams. - Masud Moshtaghi; James C. Bezdek; Christopher Leckie; Shanika Karunasekera; Marimuthu Palaniswami (IEEE Trans. Fuzzy Syst., 2015)

Geospatial Estimation-Based Auto Drift Correction in Wireless Sensor Networks. - Dheeraj Kumar; Sutharshan Rajasegarar; Marimuthu Palaniswami (ACM Trans. Sens. Networks, 2015)

Estimation of crowd density by clustering motion cues. - Aravinda S. Rao; Jayavardhana Gubbi; Slaven Marusic; Marimuthu Palaniswami (Vis. Comput., 2015)

Estimating Fetal Gestational Age Using Cardiac Valve Intervals. - Faezeh Marzbanrad; Ahsan H. Khandoker; Yoshitaka Kimura; Marimuthu Palaniswami; Gari D. Clifford (CinC, 2016)

Heart rate independent QT variability component can detect subclinical cardiac autonomic neuropathy in diabetes. - Mohammad Hasan Imam; Chandan K. Karmakar; Ahsan H. Khandoker; Herbert F. Jelinek; Marimuthu Palaniswami (EMBC, 2016)

Multi-task transfer learning for in-hospital-death prediction of ICU patients. - Chandan K. Karmakar; Budhaditya Saha; Marimuthu Palaniswami; Svetha Venkatesh (EMBC, 2016)

Assessing the development of fetal myocardial function by a novel Doppler myocardial performance index. - Ahsan H. Khandoker; Faezeh Marzbanrad; Yoshitaka Kimura; Saeed Al Nuaimi; Marimuthu Palaniswami (EMBC, 2016)

Gaussian mixture model for the identification of psychogenic non-epileptic seizures using a wearable accelerometer sensor. - Shitanshu Kusmakar; Ramanathan Muthuganapathy; Bernard Yan; Terence J. O'Brien; Marimuthu Palaniswami (EMBC, 2016)

An EEMD-PCA approach to extract heart rate, respiratory rate and respiratory activity from PPG signal. - Mohammod Abdul Motin; Chandan K. Karmakar; Marimuthu Palaniswami (EMBC, 2016)

Influence of embedding dimension on distribution entropy in analyzing heart rate variability. - Radhagayathri K. Udhayakumar; Chandan K. Karmakar; Peng Li 002; Marimuthu Palaniswami (EMBC, 2016)

Effect of embedding dimension on complexity measures in identifying Arrhythmia. - Radhagayathri K. Udhayakumar; Chandan K. Karmakar; Peng Li 002; Marimuthu Palaniswami (EMBC, 2016)

A vision-based system to detect potholes and uneven surfaces for assisting blind people. - Aravinda S. Rao; Jayavardhana Gubbi; Marimuthu Palaniswami; Elaine Wong 001 (ICC, 2016)

Anomalous Behavior Detection in Crowded Scenes Using Clustering and Spatio-Temporal Features. - Meng Yang 007; Sutharshan Rajasegarar; Aravinda S. Rao; Christopher Leckie; Marimuthu Palaniswami (IIP, 2016)

Non-protruding hazard detection for the aged vision-impaired. - Aravinda S. Rao; Jayavardhana Gubbi; Marimuthu Palaniswami; Elaine Wong 001 (INFOCOM Workshops, 2016)

Understanding Urban Mobility via Taxi Trip Clustering. - Dheeraj Kumar; Huayu Wu 001; Yu Lu 003; Shonali Krishnaswamy; Marimuthu Palaniswami (MDM, 2016)

An improved scheme for privacy-preserving collaborative anomaly detection. - Lingjuan Lyu; Yee Wei Law; Sarah M. Erfani; Christopher Leckie; Marimuthu Palaniswami (PerCom Workshops, 2016)

Analysis of maternal-fetal heart rate coupling directions with partial directed coherence. - Ahsan H. Khandoker; Faezeh Marzbanrad; Andreas Voss; Steffen Schulz 002; Yoshitaka Kimura; Miyuki Endo; Marimuthu Palaniswami (Biomed. Signal Process. Control., 2016)

Cloud-Enhanced Robotic System for Smart City Crowd Control. - Akhlaqur Rahman; Jiong Jin; Antonio L. Cricenti; Ashfaqur Rahman; Marimuthu Palaniswami; Tie Luo 001 (J. Sens. Actuator Networks, 2016)

A Hybrid Approach to Clustering in Big Data. - Dheeraj Kumar; James C. Bezdek; Marimuthu Palaniswami; Sutharshan Rajasegarar; Christopher Leckie; Timothy Craig Havens (IEEE Trans. Cybern., 2016)

Crowd Event Detection on Optical Flow Manifolds. - Aravinda S. Rao; Jayavardhana Gubbi; Slaven Marusic; Marimuthu Palaniswami (IEEE Trans. Cybern., 2016)

Automatic Detection and Classification of Convulsive Psychogenic Nonepileptic Seizures Using a Wearable Device. - Jayavardhana Gubbi; Shitanshu Kusmakar; Aravinda S. Rao; Bernard Yan; Terence J. O'Brien; Marimuthu Palaniswami (IEEE J. Biomed. Health Informatics, 2016)

Detecting Subclinical Diabetic Cardiac Autonomic Neuropathy by Analyzing Ventricular Repolarization Dynamics. - Mohammad Hasan Imam; Chandan K. Karmakar; Herbert F. Jelinek; Marimuthu Palaniswami; Ahsan H. Khandoker (IEEE J. Biomed. Health Informatics, 2016)

Model-Based Estimation of Aortic and Mitral Valves Opening and Closing Timings in Developing Human Fetuses. - Faezeh Marzbanrad; Yoshitaka Kimura; Kiyoe Funamoto; Sayaka Oshio; Miyuki Endo; Naoaki Sato; Marimuthu Palaniswami; Ahsan H. Khandoker (IEEE J. Biomed. Health Informatics, 2016)

Methodological Comparisons of Heart Rate Variability Analysis in Patients With Type 2 Diabetes and Angiotensin Converting Enzyme Polymorphism. - Faezeh Marzbanrad; Ahsan H. Khandoker; Brett D. Hambly; Ethan Ng; Michael Tamayo; Yaxin Lu; Slade Matthews; Chandan K. Karmakar; Marimuthu Palaniswami; Herbert F. Jelinek; Craig McLachlan (IEEE J. Biomed. Health Informatics, 2016)

Adaptive Cluster Tendency Visualization and Anomaly Detection for Streaming Data. - Dheeraj Kumar; James C. Bezdek; Sutharshan Rajasegarar; Marimuthu Palaniswami; Christopher Leckie; Jeffrey Chan; Jayavardhana Gubbi (ACM Trans. Knowl. Discov. Data, 2016)

Visual Assessment of Clustering Tendency for Incomplete Data. - Laurence Anthony F. Park; James C. Bezdek; Christopher Leckie; Kotagiri Ramamohanarao; James Bailey 001; Marimuthu Palaniswami (IEEE Trans. Knowl. Data Eng., 2016)

Information constrained and finite-time distributed optimisation algorithms. - Bigi Varghese Philip; Tansu Alpcan; Jiong Jin; Marimuthu Palaniswami (CDC, 2017)

Privacy-Preserving Collaborative Deep Learning with Application to Human Activity Recognition. - Lingjuan Lyu; Xuanli He; Yee Wei Law; Marimuthu Palaniswami (CIKM, 2017)

Arytenoid cartilage feature point detection using laryngeal 3D CT images in Parkinson's disease. - Nandakishor Desai; Aravinda S. Rao; Paari Palaniswami; Dominic Thyagarajan; Marimuthu Palaniswami (EMBC, 2017)

Detection of generalized tonic-clonic seizures using short length accelerometry signal. - Shitanshu Kusmakar; Chandan K. Karmakar; Bernard Yan; Terence J. O'Brien; Ramanathan Muthuganapathy; Marimuthu Palaniswami (EMBC, 2017)

Modified thresholding technique of MMSPCA for extracting respiratory activity from short length PPG signal. - Mohammod Abdul Motin; Chandan Kumar Karmakar; Marimuthu Palaniswami (EMBC, 2017)

Secondary measures of regularity from an entropy profile in detecting Arrhythmia. - Radhagayathri K. Udhayakumar; Chandan K. Karmakar; Marimuthu Palaniswami (EMBC, 2017)

Fuzzy c-Shape: A new algorithm for clustering finite time series waveforms. - Fateme Fahiman; James C. Bezdek; Sarah M. Erfani; Marimuthu Palaniswami; Christopher Leckie (FUZZ-IEEE, 2017)

Improving load forecasting based on deep learning and K-shape clustering. - Fateme Fahiman; Sarah M. Erfani; Sutharshan Rajasegarar; Marimuthu Palaniswami; Christopher Leckie (IJCNN, 2017)

Multisubject fMRI data analysis via two dimensional multi-set canonical correlation analysis. - Nandakishor Desai; Abd-Krim Seghouane; Marimuthu Palaniswami (ISBI, 2017)

Privacy-Preserving Aggregation of Smart Metering via Transformation and Encryption. - Lingjuan Lyu; Yee Wei Law; Jiong Jin; Marimuthu Palaniswami (TrustCom/BigDataSE/ICESS, 2017)

Fog-Empowered Anomaly Detection in IoT Using Hyperellipsoidal Clustering. - Lingjuan Lyu; Jiong Jin; Sutharshan Rajasegarar; Xuanli He; Marimuthu Palaniswami (IEEE Internet Things J., 2017)

Priority Service Provisioning and Max-Min Fairness: A Utility-Based Flow Control Approach. - Jiong Jin; Marimuthu Palaniswami; Dong Yuan 001; Yu-ning Dong; Klaus Moessner (J. Netw. Syst. Manag., 2017)

Spatial Indexing for Data Searching in Mobile Sensing Environments. - Yuchao Zhou; Suparna De; Wei Wang 042; Klaus Moessner; Marimuthu Palaniswami (Sensors, 2017)

An Analytical Model for Coding-Based Reprogramming Protocols in Lossy Wireless Sensor Networks. - Jun-Wei Li; ShiNing Li; Yu Zhang 034; Tao Gu 001; Yee Wei Law; Zhe Yang 008; Xingshe Zhou 001; Marimuthu Palaniswami (IEEE Trans. Computers, 2017)

Maximum Entropy-Based Auto Drift Correction Using High- and Low-Precision Sensors. - Punit Rathore; Dheeraj Kumar; Sutharshan Rajasegarar; Marimuthu Palaniswami (ACM Trans. Sens. Networks, 2017)

A visual-numeric approach to clustering and anomaly detection for trajectory data. - Dheeraj Kumar; James C. Bezdek; Sutharshan Rajasegarar; Christopher Leckie; Marimuthu Palaniswami (Vis. Comput., 2017)

Crowd Activity Change Point Detection in Videos via Graph Stream Mining. - Meng Yang 007; Lida Rashidi; Sutharshan Rajasegarar; Christopher Leckie; Aravinda S. Rao; Marimuthu Palaniswami (CVPR Workshops, 2018)

Cluster-Based Crowd Movement Behavior Detection. - Meng Yang 007; Lida Rashidi; Aravinda S. Rao; Sutharshan Rajasegarar; Mohadeseh Ganji; Marimuthu Palaniswami; Christopher Leckie (DICTA, 2018)

Onset Detection of Epileptic Seizures From Accelerometry Signal. - Shitanshu Kusmakar; Chandan K. Karmakar; Bernard Yan; Terence J. O'Brien; Ramanathan Muthuganapathy; Marimuthu Palaniswami (EMBC, 2018)

Improved Detection and Classification of Convulsive Epileptic and Psychogenic Non-epileptic Seizures Using FLDA and Bayesian Inference. - Shitanshu Kusmakar; Chandan K. Karmakar; Bernard Yan; Terence J. O'Brien; Marimuthu Palaniswami; Ramanathan Muthuganapathy (EMBC, 2018)

Robust Heart Rate Estimation During Physical Exercise Using Photoplethysmographic Signals. - Mohammod Abdul Motin; Chandan Kumar Karmakar; Marimuthu Palaniswami (EMBC, 2018)

Approximate Cluster Heat Maps of Large High-Dimensional Data. - Punit Rathore; James C. Bezdek; Dheeraj Kumar; Sutharshan Rajasegarar; Marimuthu Palaniswami (ICPR, 2018)

Estimating Generalized Dunn's Cluster Validity Indices for Big Data. - Punit Rathore; Zahra Ghafoori; James C. Bezdek; Marimuthu Palaniswami; Christopher Leckie (SMC, 2018)

Bayesian maximum entropy and interacting multiple model based automatic sensor drift detection and correction in an IoT environment. - Punit Rathore; Dheeraj Kumar; Sutharshan Rajasegarar; Marimuthu Palaniswami (WF-IoT, 2018)

Privacy-preserving collaborative fuzzy clustering. - Lingjuan Lyu; James C. Bezdek; Yee Wei Law; Xuanli He; Marimuthu Palaniswami (Data Knowl. Eng., 2018)

Dealing with Inliers in Feature Vector Data. - Dheeraj Kumar; Zahra Ghafoori; James C. Bezdek; Christopher Leckie; Kotagiri Ramamohanarao; Marimuthu Palaniswami (Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2018)

Real-Time Urban Microclimate Analysis Using Internet of Things. - Punit Rathore; Aravinda S. Rao; Sutharshan Rajasegarar; Elena Vanz; Jayavardhana Gubbi; Marimuthu Palaniswami (IEEE Internet Things J., 2018)

Algorithms for two dimensional multi set canonical correlation analysis. - Nandakishor Desai; Abd-Krim Seghouane; Marimuthu Palaniswami (Pattern Recognit. Lett., 2018)

Understanding Irregularity Characteristics of Short-Term HRV Signals Using Sample Entropy Profile. - Radhagayathri K. Udhayakumar; Chandan K. Karmakar; Marimuthu Palaniswami (IEEE Trans. Biomed. Eng., 2018)

Ensemble Fuzzy Clustering Using Cumulative Aggregation on Random Projections. - Punit Rathore; James C. Bezdek; Sarah M. Erfani; Sutharshan Rajasegarar; Marimuthu Palaniswami (IEEE Trans. Fuzzy Syst., 2018)

PPFA: Privacy Preserving Fog-Enabled Aggregation in Smart Grid. - Lingjuan Lyu; Karthik Nandakumar; Benjamin I. P. Rubinstein; Jiong Jin; Justin Bedo; Marimuthu Palaniswami (IEEE Trans. Ind. Informatics, 2018)

Ensemble Empirical Mode Decomposition With Principal Component Analysis: A Novel Approach for Extracting Respiratory Rate and Heart Rate From Photoplethysmographic Signal. - Mohammod Abdul Motin; Chandan Kumar Karmakar; Marimuthu Palaniswami (IEEE J. Biomed. Health Informatics, 2018)

Fast and Scalable Big Data Trajectory Clustering for Understanding Urban Mobility. - Dheeraj Kumar; Huayu Wu 001; Sutharshan Rajasegarar; Christopher Leckie; Shonali Krishnaswamy; Marimuthu Palaniswami (IEEE Trans. Intell. Transp. Syst., 2018)

The Influence of Vectorcardiogram Orientation on the T/QRS Ratio Obtained Via Non-Invasive Fetal ECG. - Emerson Keenan; Chandan Kumar Karmakar; Marimuthu Palaniswami (EMBC, 2019)

Sleep-Wake Classification using Statistical Features Extracted from Photoplethysmographic Signals. - Mohammod Abdul Motin; Chandan Kumar Karmakar; Thomas Penzel; Marimuthu Palaniswami (EMBC, 2019)

Cross Entropy Profiling to Test Pattern Synchrony in Short-Term Signals. - Radhagayathri K. Udhayakumar; Chandan K. Karmakar; Marimuthu Palaniswami (EMBC, 2019)

Entropy Profiling to Detect ST Change in Heart Rate Variability Signals. - Radhagayathri K. Udhayakumar; Chandan K. Karmakar; Marimuthu Palaniswami (EMBC, 2019)

A Machine Learning Approach for Classification of Tremor - A Neurological Movement Disorder. - Rajesh Ranjan; Marimuthu Palaniswami; Braj Bhushan (IntelliSys (2), 2019)

Experiments with Dissimilarity Measures for Clustering Waveform Data from Wearable Sensors. - Shreyasi Datta; James C. Bezdek; Marimuthu Palaniswami (SSCI, 2019)

PPG Derived Heart Rate Estimation During Intensive Physical Exercise. - Mohammod Abdul Motin; Chandan Kumar Karmakar; Marimuthu Palaniswami (IEEE Access, 2019)

An efficient genetic algorithm for maximizing area coverage in wireless sensor networks. - Nguyen Thi Hanh; Huynh Thi Thanh Binh; Nguyen Xuan Hoai; Marimuthu Swami Palaniswami (Inf. Sci., 2019)

A fog-driven dynamic resource allocation technique in ultra dense femtocell networks. - Mohammad Goudarzi; Marimuthu Palaniswami; Rajkumar Buyya (J. Netw. Comput. Appl., 2019)

Selection of Empirical Mode Decomposition Techniques for Extracting Breathing Rate From PPG. - Mohammod Abdul Motin; Chandan Kumar Karmakar; Marimuthu Palaniswami (IEEE Signal Process. Lett., 2019)

Automated Detection of Convulsive Seizures Using a Wearable Accelerometer Device. - Shitanshu Kusmakar; Chandan K. Karmakar; Bernard Yan; Terence J. O'Brien; Ramanathan Muthuganapathy; Marimuthu Palaniswami (IEEE Trans. Biomed. Eng., 2019)

Approximating Dunn's Cluster Validity Indices for Partitions of Big Data. - Punit Rathore; Zahra Ghafoori; James C. Bezdek; Marimuthu Palaniswami; Christopher Leckie (IEEE Trans. Cybern., 2019)

Distributed Real-Time IoT for Autonomous Vehicles. - Bigi Varghese Philip; Tansu Alpcan; Jiong Jin; Marimuthu Palaniswami (IEEE Trans. Ind. Informatics, 2019)

A Scalable Framework for Trajectory Prediction. - Punit Rathore; Dheeraj Kumar; Sutharshan Rajasegarar; Marimuthu Palaniswami; James C. Bezdek (IEEE Trans. Intell. Transp. Syst., 2019)

A Rapid Hybrid Clustering Algorithm for Large Volumes of High Dimensional Data. - Punit Rathore; Dheeraj Kumar; James C. Bezdek; Sutharshan Rajasegarar; Marimuthu Palaniswami (IEEE Trans. Knowl. Data Eng., 2019)

Poincaré Descriptors for Identifying Hemiparesis in Acute Stroke using Wearable Accelerometry. - Shreyasi Datta; Chandan K. Karmakar; Bernard Yan; Marimuthu Palaniswami (EMBC, 2020)

Analyzing Distance Measures for Upper Limb Activity Measurement in Hemiparetic Stroke Patients. - Shreyasi Datta; Chandan K. Karmakar; Bernard Yan; Marimuthu Palaniswami (EMBC, 2020)

Entropy Profiling for Detection of Fetal Arrhythmias in Short Length Fetal Heart Rate Recordings. - Emerson Keenan; Radhagayathri K. Udhayakumar; Chandan K. Karmakar; Fiona C. Brownfoot; Marimuthu Palaniswami (EMBC, 2020)

PPG Derived Respiratory Rate Estimation in Daily living Conditions. - Mohammod Abdul Motin; Chandan Kumar Karmakar; Dinesh Kant Kumar; Marimuthu Palaniswami (EMBC, 2020)

A Convolutional Neural Network Approach for Quantification of Tremor Severity in Neurological Movement Disorders. - Rajesh Ranjan; Braj Bhushan; Marimuthu Palaniswami; Alok Verma (IntelliSys (3), 2020)

Averaging Methods using Dynamic Time Warping for Time Series Classification. - Shreyasi Datta; Chandan K. Karmakar; Marimuthu Palaniswami (SSCI, 2020)

Entropy Profiling: A Reduced - Parametric Measure of Kolmogorov - Sinai Entropy from Short-Term HRV Signal. - Chandan K. Karmakar; Radhagayathri K. Udhayakumar; Marimuthu Palaniswami (Entropy, 2020)

Modified Distribution Entropy as a Complexity Measure of Heart Rate Variability (HRV) Signal. - Radhagayathri K. Udhayakumar; Chandan K. Karmakar; Peng Li 002; Xinpei Wang; Marimuthu Palaniswami (Entropy, 2020)

Multiclass Anomaly Detector: the CS++ Support Vector Machine. - Alistair Shilton; Sutharshan Rajasegarar; Marimuthu Palaniswami (J. Mach. Learn. Res., 2020)

Measures of Bipedal Toe-Ground Clearance Asymmetry to Characterize Gait in Stroke Survivors. - Shreyasi Datta; Rezaul K. Begg; Aravinda S. Rao; Chandan K. Karmakar; Soheil Bajelan; Catherine Said; Marimuthu Palaniswami (EMBC, 2021)

Evaluation of Mesh and Sensor Resolution for Finite Element Modeling of Non-Invasive Fetal ECG Signals. - Emerson Keenan; Chandan K. Karmakar; Fiona C. Brownfoot; Marimuthu Palaniswami (EMBC, 2021)

A Distributed Application Placement and Migration Management Techniques for Edge and Fog Computing Environments. - Mohammad Goudarzi; Marimuthu Palaniswami; Rajkumar Buyya (FedCSIS, 2021)

Shapelet Based Visual Assessment of Cluster Tendency in Analyzing Complex Upper Limb Motion. - Shreyasi Datta; Chandan K. Karmakar; Punit Rathore; Marimuthu Palaniswami (ICASSP, 2021)

Graph Based Visualisation Techniques for Analysis of Blockchain Transactions. - Jeyakumar Samantha Tharani; Eugene Yougarajah Andrew Charles; Zhé Hóu; Marimuthu Palaniswami; Vallipuram Muthukkumarasamy (LCN, 2021)

Achieving QoS for Real-Time Bursty Applications over Passive Optical Networks. - Dibbendu Roy; Aravinda S. Rao; Tansu Alpcan; Goutam Das 001; Marimuthu Palaniswami (CoRR, 2021)

Missing Data Imputation With Bayesian Maximum Entropy for Internet of Things Applications. - Aurora González-Vidal; Punit Rathore; Aravinda S. Rao; José Mendoza-Bernal; Marimuthu Palaniswami; Antonio F. Skarmeta-Gómez (IEEE Internet Things J., 2021)

Identifying Groups of Fake Reviewers Using a Semisupervised Approach. - Punit Rathore; Jayesh Soni; Nagarajan Prabakar; Marimuthu Palaniswami; Paolo Santi (IEEE Trans. Comput. Soc. Syst., 2021)

Visual Structural Assessment and Anomaly Detection for High-Velocity Data Streams. - Punit Rathore; Dheeraj Kumar; James C. Bezdek; Sutharshan Rajasegarar; Marimuthu Palaniswami (IEEE Trans. Cybern., 2021)

Personalized Anatomic Modeling for Noninvasive Fetal ECG: Methodology and Applications. - Emerson Keenan; Chandan K. Karmakar; Fiona C. Brownfoot; Marimuthu Palaniswami (IEEE Trans. Instrum. Meas., 2021)

Novel Measures of Similarity and Asymmetry in Upper Limb Activities for Identifying Hemiparetic Severity in Stroke Survivors. - Shreyasi Datta; Chandan K. Karmakar; Bernard Yan; Marimuthu Palaniswami (IEEE J. Biomed. Health Informatics, 2021)

An Application Placement Technique for Concurrent IoT Applications in Edge and Fog Computing Environments. - Mohammad Goudarzi; Huaming Wu; Marimuthu Palaniswami; Rajkumar Buyya (IEEE Trans. Mob. Comput., 2021)

Fast Cluster Tendency Assessment for Big, High-Dimensional Data. - Punit Rathore; James C. Bezdek; Marimuthu Palaniswami (Fuzzy Approaches for Soft Computing and Approximate Reasoning, 2021)

Detection of Epileptic Seizure Using Accelerometer Time Series Data and Hidden Markov Model. - Anshuman Agrahri; Alok Tyagi; Dheeraj Kumar; Shitanshu Kusumakar; Marimuthu Palaniswami; Bernard Yan (EMBC, 2022)

Scalable Cluster Tendency Assessment for Streaming Activity Data using Recurring Shapelets. - Shreyasi Datta; Chandan K. Karmakar; Punit Rathore; Marimuthu Palaniswami (EMBC, 2022)

Achieving AI-enabled Robust End-to-End Quality of Experience over Radio Access Networks. - Dibbendu Roy; Aravinda S. Rao; Tansu Alpcan; Goutam Das 001; Marimuthu Palaniswami (CoRR, 2022)

Online Slice Reconfiguration for End-to-End QoE in 6G Applications. - Dibbendu Roy; Aravinda S. Rao; Tansu Alpcan; Akilan Wick; Goutam Das 001; Marimuthu Palaniswami (CoRR, 2022)

Masked Contrastive Representation Learning. - Yuchong Yao; Nandakishor Desai; Marimuthu Palaniswami (CoRR, 2022)

Achieving QoS for bursty uRLLC applications over passive optical networks. - Dibbendu Roy; Aravinda S. Rao; Tansu Alpcan; Goutam Das 001; Marimuthu Palaniswami (JOCN, 2022)

Effect of Pd-Sensitization on Poisonous Chlorine Gas Detection Ability of TiO2: Green Synthesis and Low-Temperature Operation. - Satish Ekar; Umesh T. Nakate; Yogesh B. Khollam; Shoyebmohamad F. Shaikh; Rajaram S. Mane; Abu ul Hassan Sarwar Rana; Marimuthu Palaniswami (Sensors, 2022)

Achieving AI-Enabled Robust End-to-End Quality of Experience Over Backhaul Radio Access Networks. - Dibbendu Roy; Aravinda S. Rao; Tansu Alpcan; Goutam Das 001; Marimuthu Palaniswami (IEEE Trans. Cogn. Commun. Netw., 2022)

Guest Editorial: Computational Intelligence for Human-in-the-Loop Cyber Physical Systems. - Alireza Jolfaei; Muhammad Usman 001; Manuel Roveri; Michael Sheng 001; Marimuthu Palaniswami; Krishna Kant 001 (IEEE Trans. Emerg. Top. Comput. Intell., 2022)

The Effect of Fetal Heart Rate Segment Selection on Deep Learning Models for Fetal Compromise Detection. - Lochana Mendis; Marimuthu Palaniswami; Fiona C. Brownfoot; Emerson Keenan (EMBC, 2023)

MOMA: Distill from Self-Supervised Teachers. - Yuchong Yao; Nandakishor Desai; Marimuthu Palaniswami (CoRR, 2023)

Scheduling IoT Applications in Edge and Fog Computing Environments: A Taxonomy and Future Directions. - Mohammad Goudarzi; Marimuthu Palaniswami; Rajkumar Buyya (ACM Comput. Surv., 2023)

A Distributed Deep Reinforcement Learning Technique for Application Placement in Edge and Fog Computing Environments. - Mohammad Goudarzi; Marimuthu Palaniswami; Rajkumar Buyya (IEEE Trans. Mob. Comput., 2023)

An efficient deep neural model for detecting crowd anomalies in videos. - Meng Yang 007; Shucong Tian; Aravinda S. Rao; Sutharshan Rajasegarar; Marimuthu Palaniswami; Zhengchun Zhou (Appl. Intell., 2023)

Performance of a Convolutional Neural Network Derived From PPG Signal in Classifying Sleep Stages. - Ahsan Habib 003; Mohammod Abdul Motin; Thomas Penzel; Marimuthu Palaniswami; John Yearwood; Chandan K. Karmakar (IEEE Trans. Biomed. Eng., 2023)

EDAF: Early Detection of Atrial Fibrillation from Post-stroke Brain MRI. - Mohammad Javad Shokri; Nandakishor Desai; Aravinda S. Rao; Angelos Sharobeam; Bernard Yan; Marimuthu Palaniswami (ACCV (2), 2024)

Decoding Stroke Patterns: A Novel Deep Learning Approach to Atrial Fibrillation Risk Stratification. - Mohammad Javad Shokri; Nandakishor Desai; Aravinda S. Rao; Angelos Sharobeam; Bernard Yan; Marimuthu Palaniswami (DICTA, 2024)

Masked Contrastive Representation Learning for Self-Supervised Visual Pre-Training. - Yuchong Yao; Nandakishor Desai; Marimuthu Palaniswami (DSAA, 2024)

MOMA: Contrastive Learning Distills Better Masked Autoencoders. - Yuchong Yao; Nandakishor Desai; Marimuthu Palaniswami (ICPR (27), 2024)

A Survey of Wearable Sensors and Machine Learning Algorithms for Automated Stroke Rehabilitation. - Nandini Sengupta; Aravinda S. Rao; Bernard Yan; Marimuthu Palaniswami (IEEE Access, 2024)

Unified Feature Engineering for Detection of Malicious Entities in Blockchain Networks. - Jeyakumar Samantha Tharani; Zhé Hóu; Eugene Yugarajah Andrew Charles; Punit Rathore; Marimuthu Palaniswami; Vallipuram Muthukkumarasamy (IEEE Trans. Inf. Forensics Secur., 2024)

Network Resource Allocation for Industry 4.0 With Delay and Safety Constraints. - Asif Ahmed Sardar; Aravinda S. Rao; Tansu Alpcan; Goutam Das 001; Marimuthu Palaniswami (IEEE Trans. Cogn. Commun. Netw., 2024)

Multimodal Atrial Fibrillation Risk Stratification: Fusing Post-Stroke Brain DWI and Clinical Data. - Mohammad Javad Shokri; Nandakishor Desai; Aravinda S. Rao; Angelos Sharobeam; Bernard Yan; Marimuthu Palaniswami (ICASSP, 2025)

DASAM: Medical Domain Adaptation of Segment Anything Model Without Further Pre-Training. - Yuchong Yao; Nandakishor Desai; Marimuthu Palaniswami (ISBI, 2025)

Impact of missing electronic fetal monitoring signals on perinatal asphyxia: a multicohort analysis. - Debjyoti Karmakar; Lochana Mendis; Emerson Keenan; Marimuthu Palaniswami; Roxanne Hastie; Enes Makalic; Fiona C. Brownfoot (npj Digit. Medicine, 2025)

Consumer insights from a feasibility study on remote and extended use of a novel non-invasive wearable fetal electrocardiogram monitor. - Debjyoti Karmakar; Tarini Paul; Emerson Keenan; Marimuthu Palaniswami; Kaitlin Constable; Erica Spessot; Fiona C. Brownfoot (npj Digit. Medicine, 2025)

Implicit sensing self-supervised learning based on graph multi-pretext tasks for traffic flow prediction. - Ali Reza Sattarzadeh; Pubudu Nishantha Pathirana; Marimuthu Palaniswami (Neural Comput. Appl., 2025)

Adversarial Masked Autoencoders Are Robust Vision Learners. - Yuchong Yao; Nandakishor Desai; Marimuthu Palaniswami (IEEE Trans. Artif. Intell., 2025)

Application-Aware Real-Time Network Resource Allocation for Industry 5.0. - Asif Ahmed Sardar; Aravinda S. Rao; Tansu Alpcan; Goutam Das 001; Prasanna Kumar Routray; Manivannan Muniyandi; Marimuthu Palaniswami (IEEE Trans. Cogn. Commun. Netw., 2025)