Marimuthu Palaniswami

Affiliations:
  • University of Melbourne, e Department of Electrical and Electronic Engineering, Australia


According to our database1, Marimuthu Palaniswami authored at least 300 papers between 1984 and 2021.

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Bibliography

2021
An Application Placement Technique for Concurrent IoT Applications in Edge and Fog Computing Environments.
IEEE Trans. Mob. Comput., 2021

Novel Measures of Similarity and Asymmetry in Upper Limb Activities for Identifying Hemiparetic Severity in Stroke Survivors.
IEEE J. Biomed. Health Informatics, 2021

Personalized Anatomic Modeling for Noninvasive Fetal ECG: Methodology and Applications.
IEEE Trans. Instrum. Meas., 2021

Achieving QoS for Real-Time Bursty Applications over Passive Optical Networks.
CoRR, 2021

Shapelet Based Visual Assessment of Cluster Tendency in Analyzing Complex Upper Limb Motion.
Proceedings of the IEEE International Conference on Acoustics, 2021

A Distributed Application Placement and Migration Management Techniques for Edge and Fog Computing Environments.
Proceedings of the 16th Conference on Computer Science and Intelligence Systems, 2021

2020
Multiclass Anomaly Detector: the CS++ Support Vector Machine.
J. Mach. Learn. Res., 2020

Modified Distribution Entropy as a Complexity Measure of Heart Rate Variability (HRV) Signal.
Entropy, 2020

Entropy Profiling: A Reduced - Parametric Measure of Kolmogorov - Sinai Entropy from Short-Term HRV Signal.
Entropy, 2020

Averaging Methods using Dynamic Time Warping for Time Series Classification.
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

A Convolutional Neural Network Approach for Quantification of Tremor Severity in Neurological Movement Disorders.
Proceedings of the Intelligent Systems and Applications, 2020

PPG Derived Respiratory Rate Estimation in Daily living Conditions.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Entropy Profiling for Detection of Fetal Arrhythmias in Short Length Fetal Heart Rate Recordings.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Analyzing Distance Measures for Upper Limb Activity Measurement in Hemiparetic Stroke Patients.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Poincaré Descriptors for Identifying Hemiparesis in Acute Stroke using Wearable Accelerometry.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019
A Rapid Hybrid Clustering Algorithm for Large Volumes of High Dimensional Data.
IEEE Trans. Knowl. Data Eng., 2019

A Scalable Framework for Trajectory Prediction.
IEEE Trans. Intell. Transp. Syst., 2019

Distributed Real-Time IoT for Autonomous Vehicles.
IEEE Trans. Ind. Informatics, 2019

Approximating Dunn's Cluster Validity Indices for Partitions of Big Data.
IEEE Trans. Cybern., 2019

Automated Detection of Convulsive Seizures Using a Wearable Accelerometer Device.
IEEE Trans. Biomed. Eng., 2019

Selection of Empirical Mode Decomposition Techniques for Extracting Breathing Rate From PPG.
IEEE Signal Process. Lett., 2019

A fog-driven dynamic resource allocation technique in ultra dense femtocell networks.
J. Netw. Comput. Appl., 2019

An efficient genetic algorithm for maximizing area coverage in wireless sensor networks.
Inf. Sci., 2019

PPG Derived Heart Rate Estimation During Intensive Physical Exercise.
IEEE Access, 2019

Experiments with Dissimilarity Measures for Clustering Waveform Data from Wearable Sensors.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

A Machine Learning Approach for Classification of Tremor - A Neurological Movement Disorder.
Proceedings of the Intelligent Systems and Applications, 2019

Entropy Profiling to Detect ST Change in Heart Rate Variability Signals.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Cross Entropy Profiling to Test Pattern Synchrony in Short-Term Signals.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Sleep-Wake Classification using Statistical Features Extracted from Photoplethysmographic Signals.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

The Influence of Vectorcardiogram Orientation on the T/QRS Ratio Obtained Via Non-Invasive Fetal ECG.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018
Fast and Scalable Big Data Trajectory Clustering for Understanding Urban Mobility.
IEEE Trans. Intell. Transp. Syst., 2018

Ensemble Empirical Mode Decomposition With Principal Component Analysis: A Novel Approach for Extracting Respiratory Rate and Heart Rate From Photoplethysmographic Signal.
IEEE J. Biomed. Health Informatics, 2018

PPFA: Privacy Preserving Fog-Enabled Aggregation in Smart Grid.
IEEE Trans. Ind. Informatics, 2018

Ensemble Fuzzy Clustering Using Cumulative Aggregation on Random Projections.
IEEE Trans. Fuzzy Syst., 2018

Understanding Irregularity Characteristics of Short-Term HRV Signals Using Sample Entropy Profile.
IEEE Trans. Biomed. Eng., 2018

Algorithms for two dimensional multi set canonical correlation analysis.
Pattern Recognit. Lett., 2018

Real-Time Urban Microclimate Analysis Using Internet of Things.
IEEE Internet Things J., 2018

Dealing with Inliers in Feature Vector Data.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2018

Privacy-preserving collaborative fuzzy clustering.
Data Knowl. Eng., 2018

Bayesian maximum entropy and interacting multiple model based automatic sensor drift detection and correction in an IoT environment.
Proceedings of the 4th IEEE World Forum on Internet of Things, 2018

Estimating Generalized Dunn's Cluster Validity Indices for Big Data.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Approximate Cluster Heat Maps of Large High-Dimensional Data.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Robust Heart Rate Estimation During Physical Exercise Using Photoplethysmographic Signals.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Improved Detection and Classification of Convulsive Epileptic and Psychogenic Non-epileptic Seizures Using FLDA and Bayesian Inference.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Onset Detection of Epileptic Seizures From Accelerometry Signal.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Cluster-Based Crowd Movement Behavior Detection.
Proceedings of the 2018 Digital Image Computing: Techniques and Applications, 2018

Crowd Activity Change Point Detection in Videos via Graph Stream Mining.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

2017
A visual-numeric approach to clustering and anomaly detection for trajectory data.
Vis. Comput., 2017

Maximum Entropy-Based Auto Drift Correction Using High- and Low-Precision Sensors.
ACM Trans. Sens. Networks, 2017

An Analytical Model for Coding-Based Reprogramming Protocols in Lossy Wireless Sensor Networks.
IEEE Trans. Computers, 2017

Spatial Indexing for Data Searching in Mobile Sensing Environments.
Sensors, 2017

Priority Service Provisioning and Max-Min Fairness: A Utility-Based Flow Control Approach.
J. Netw. Syst. Manag., 2017

Fog-Empowered Anomaly Detection in IoT Using Hyperellipsoidal Clustering.
IEEE Internet Things J., 2017

Privacy-Preserving Aggregation of Smart Metering via Transformation and Encryption.
Proceedings of the 2017 IEEE Trustcom/BigDataSE/ICESS, Sydney, Australia, August 1-4, 2017, 2017

Multisubject fMRI data analysis via two dimensional multi-set canonical correlation analysis.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Improving load forecasting based on deep learning and K-shape clustering.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Fuzzy c-Shape: A new algorithm for clustering finite time series waveforms.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

Secondary measures of regularity from an entropy profile in detecting Arrhythmia.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Modified thresholding technique of MMSPCA for extracting respiratory activity from short length PPG signal.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Detection of generalized tonic-clonic seizures using short length accelerometry signal.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Arytenoid cartilage feature point detection using laryngeal 3D CT images in Parkinson's disease.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Privacy-Preserving Collaborative Deep Learning with Application to Human Activity Recognition.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Information constrained and finite-time distributed optimisation algorithms.
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

2016
Visual Assessment of Clustering Tendency for Incomplete Data.
IEEE Trans. Knowl. Data Eng., 2016

Adaptive Cluster Tendency Visualization and Anomaly Detection for Streaming Data.
ACM Trans. Knowl. Discov. Data, 2016

Methodological Comparisons of Heart Rate Variability Analysis in Patients With Type 2 Diabetes and Angiotensin Converting Enzyme Polymorphism.
IEEE J. Biomed. Health Informatics, 2016

Model-Based Estimation of Aortic and Mitral Valves Opening and Closing Timings in Developing Human Fetuses.
IEEE J. Biomed. Health Informatics, 2016

Detecting Subclinical Diabetic Cardiac Autonomic Neuropathy by Analyzing Ventricular Repolarization Dynamics.
IEEE J. Biomed. Health Informatics, 2016

Automatic Detection and Classification of Convulsive Psychogenic Nonepileptic Seizures Using a Wearable Device.
IEEE J. Biomed. Health Informatics, 2016

Crowd Event Detection on Optical Flow Manifolds.
IEEE Trans. Cybern., 2016

A Hybrid Approach to Clustering in Big Data.
IEEE Trans. Cybern., 2016

Cloud-Enhanced Robotic System for Smart City Crowd Control.
J. Sens. Actuator Networks, 2016

Analysis of maternal-fetal heart rate coupling directions with partial directed coherence.
Biomed. Signal Process. Control., 2016

An improved scheme for privacy-preserving collaborative anomaly detection.
Proceedings of the 2016 IEEE International Conference on Pervasive Computing and Communication Workshops, 2016

Understanding Urban Mobility via Taxi Trip Clustering.
Proceedings of the IEEE 17th International Conference on Mobile Data Management, 2016

Non-protruding hazard detection for the aged vision-impaired.
Proceedings of the IEEE Conference on Computer Communications Workshops, 2016

Anomalous Behavior Detection in Crowded Scenes Using Clustering and Spatio-Temporal Features.
Proceedings of the Intelligent Information Processing VIII, 2016

A vision-based system to detect potholes and uneven surfaces for assisting blind people.
Proceedings of the 2016 IEEE International Conference on Communications, 2016

Effect of embedding dimension on complexity measures in identifying Arrhythmia.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Influence of embedding dimension on distribution entropy in analyzing heart rate variability.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

An EEMD-PCA approach to extract heart rate, respiratory rate and respiratory activity from PPG signal.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Gaussian mixture model for the identification of psychogenic non-epileptic seizures using a wearable accelerometer sensor.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Assessing the development of fetal myocardial function by a novel Doppler myocardial performance index.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Multi-task transfer learning for in-hospital-death prediction of ICU patients.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Heart rate independent QT variability component can detect subclinical cardiac autonomic neuropathy in diabetes.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Estimating Fetal Gestational Age Using Cardiac Valve Intervals.
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016

2015
Estimation of crowd density by clustering motion cues.
Vis. Comput., 2015

Geospatial Estimation-Based Auto Drift Correction in Wireless Sensor Networks.
ACM Trans. Sens. Networks, 2015

Evolving Fuzzy Rules for Anomaly Detection in Data Streams.
IEEE Trans. Fuzzy Syst., 2015

Tone Entropy Analysis of Foetal Heart Rate Variability.
Entropy, 2015

Head detection using motion features and multi level pyramid architecture.
Comput. Vis. Image Underst., 2015

Analysis of fetal heart rate asymmetry before and after 35 weeks of gestation.
Biomed. Signal Process. Control., 2015

Anomalous Crowd Event Analysis Using Isometric Mapping.
Proceedings of the Advances in Signal Processing and Intelligent Recognition Systems, 2015

An Improved Approach to Crowd Event Detection by Reducing Data Dimensions.
Proceedings of the Advances in Signal Processing and Intelligent Recognition Systems, 2015

DP1SVM: A dynamic planar one-class support vector machine for Internet of Things environment.
Proceedings of the International Conference on Recent Advances in Internet of Things, 2015

EHOPES: Data-centered Fog platform for smart living.
Proceedings of the International Telecommunication Networks and Applications Conference, 2015

Welcome.
Proceedings of the Tenth IEEE International Conference on Intelligent Sensors, 2015

A Feedback based method for License plate image binarization.
Proceedings of the 9th International Conference on Signal Processing and Communication Systems, 2015

Pattern based anomalous user detection in cognitive radio networks.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Effect of data length and bin numbers on distribution entropy (DistEn) measurement in analyzing healthy aging.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Transfer entropy analysis of maternal and fetal heart rate coupling.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Classification of convulsive psychogenic non-epileptic seizures using muscle transforms obtained from accelerometry signal.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Classification of convulsive psychogenic non-epileptic seizures using histogram of oriented motion of accelerometry signals.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Distribution Entropy (DistEn): A complexity measure to detect arrhythmia from short length RR interval time series.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Multi-lag HRV analysis discriminates disease progression of post-infarct people with no diabetes versus diabetes.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

A novel technique to investigate the effect of ageing on ventricular repolarization characteristics in healthy and LQTS subjects.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Estimation of vocal fold plane in 3D CT images for diagnosis of vocal fold abnormalities.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Automatic segmentation of the rima glottidis in 4D laryngeal CT scans in Parkinson's disease.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Learning Efficiently- The Deep CNNs-Tree Network.
Proceedings of the 2015 International Conference on Digital Image Computing: Techniques and Applications, 2015

Classification of Doppler Ultrasound Signal Quality for the Application of Fetal Valve Motion Identification.
Proceedings of the Computing in Cardiology, 2015

Influence of Psychological Stress on Systolic-Diastolic Interval (SDI) Interaction Measured from Surface Electrocardiogram (ECG).
Proceedings of the Computing in Cardiology, 2015

Changes in Heart Rate Circadian Rhythm following Exercise in Middle-Aged Men.
Proceedings of the Computing in Cardiology, 2015

A Novel Technique for Analysing Beat-to-Beat Dynamical Changes of QT-RR Distribution for Arrhythmia Prediction.
Proceedings of the Computing in Cardiology, 2015

2014
Streaming analysis in wireless sensor networks.
Wirel. Commun. Mob. Comput., 2014

Automated Estimation of Fetal Cardiac Timing Events From Doppler Ultrasound Signal Using Hybrid Models.
IEEE J. Biomed. Health Informatics, 2014

Detection of Respiratory Arousals Using Photoplethysmography (PPG) Signal in Sleep Apnea Patients.
IEEE J. Biomed. Health Informatics, 2014

High-Resolution Monitoring of Atmospheric Pollutants Using a System of Low-Cost Sensors.
IEEE Trans. Geosci. Remote. Sens., 2014

Participatory Sensing, Privacy, and Trust Management for Interactive Local Government.
IEEE Technol. Soc. Mag., 2014

Ellipsoidal neighbourhood outlier factor for distributed anomaly detection in resource constrained networks.
Pattern Recognit., 2014

Effect of ECG-derived respiration (EDR) on modeling ventricular repolarization dynamics in different physiological and psychological conditions.
Medical Biol. Eng. Comput., 2014

Hyperspherical cluster based distributed anomaly detection in wireless sensor networks.
J. Parallel Distributed Comput., 2014

An Information Framework for Creating a Smart City Through Internet of Things.
IEEE Internet Things J., 2014

Signal processing evaluation of myoelectric sensor placement in low-level gestures: sensitivity analysis using independent component analysis.
Expert Syst. J. Knowl. Eng., 2014

Privacy-Preserving Collaborative Anomaly Detection for Participatory Sensing.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014

Smart car parking: Temporal clustering and anomaly detection in urban car parking.
Proceedings of the 2014 IEEE Ninth International Conference on Intelligent Sensors, 2014

Profiling spatial and temporal behaviour in sensor networks: A case study in energy monitoring.
Proceedings of the 2014 IEEE Ninth International Conference on Intelligent Sensors, 2014

High resolution spatio-temporal monitoring of air pollutants using wireless sensor networks.
Proceedings of the 2014 IEEE Ninth International Conference on Intelligent Sensors, 2014

Spatio-temporal estimation with Bayesian maximum entropy and compressive sensing in communication constrained networks.
Proceedings of the IEEE International Conference on Communications, 2014

A multi-dimensional Hidden Markov Model approach to automated identification of fetal cardiac valve motion.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Relationship between Heart Rate Variability and angiotensinogen gene polymorphism in diabetic and control individuals.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Investigating foetal heart rate asymmetry.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Effect of gender and diabetes on major depressive disorder using heart rate asymmetry.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Detection of Anomalous Crowd Behaviour Using Hyperspherical Clustering.
Proceedings of the 2014 International Conference on Digital Image Computing: Techniques and Applications, 2014

Probabilistic Detection of Crowd Events on Riemannian Manifolds.
Proceedings of the 2014 International Conference on Digital Image Computing: Techniques and Applications, 2014

Automated Measurement of Fetal Isovolumic Contraction Time from Doppler Ultrasound Signal without using Fetal Electrocardiography.
Proceedings of the Computing in Cardiology, CinC 2014, 2014

Investigating Maternal-Fetal Heart Rate Coupling with High Resolution Joint Symbolic Dynamics.
Proceedings of the Computing in Cardiology, CinC 2014, 2014

Influence of Psychological Stress on QT Interval.
Proceedings of the Computing in Cardiology, CinC 2014, 2014

Analysing Cardiac Autonomic Neuropathy in Diabetes using Electrocardiogram-derived Systolic-Diastolic Interval Interactions.
Proceedings of the Computing in Cardiology, CinC 2014, 2014

2013
A Soft Modularity Function For Detecting Fuzzy Communities in Social Networks.
IEEE Trans. Fuzzy Syst., 2013

A performance analysis of a wireless body-area network monitoring system for professional cycling.
Pers. Ubiquitous Comput., 2013

Risk stratification of cardiac autonomic neuropathy based on multi-lag Tone-Entropy.
Medical Biol. Eng. Comput., 2013

Internet of Things (IoT): A vision, architectural elements, and future directions.
Future Gener. Comput. Syst., 2013

WAKE: Key management scheme for wide-area measurement systems in smart grid.
IEEE Commun. Mag., 2013

Determination of Object Directions Using Optical Flow for Crowd Monitoring.
Proceedings of the Advances in Visual Computing - 9th International Symposium, 2013

Combined multiclass classification and anomaly detection for large-scale Wireless Sensor Networks.
Proceedings of the 2013 IEEE Eighth International Conference on Intelligent Sensors, 2013

Autonomous detection of different walking tasks using end point foot trajectory vertical displacement data.
Proceedings of the 2013 IEEE Eighth International Conference on Intelligent Sensors, 2013

Welcome message.
Proceedings of the 2013 IEEE Eighth International Conference on Intelligent Sensors, 2013

Scalable single linkage hierarchical clustering for big data.
Proceedings of the 2013 IEEE Eighth International Conference on Intelligent Sensors, 2013

Human head detection using Histograms of Oriented optical flow in low quality videos with occlusion.
Proceedings of the 7th International Conference on Signal Processing and Communication Systems, 2013

Analytical model of coding-based reprogramming protocols in lossy wireless sensor networks.
Proceedings of IEEE International Conference on Communications, 2013

Design of low-cost autonomous water quality monitoring system.
Proceedings of the International Conference on Advances in Computing, 2013

Crowd density estimation based on optical flow and hierarchical clustering.
Proceedings of the International Conference on Advances in Computing, 2013

A pilot study of urban noise monitoring architecture using wireless sensor networks.
Proceedings of the International Conference on Advances in Computing, 2013

Extension of iVAT to asymmetric matrices.
Proceedings of the FUZZ-IEEE 2013, 2013

Clustering and visualization of fuzzy communities in social networks.
Proceedings of the FUZZ-IEEE 2013, 2013

Investigating the beat by beat phase synchronization between maternal and fetal heart rates.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Automated Identification of fetal cardiac valve timings.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Motor recovery monitoring in post acute stroke patients using wireless accelerometer and cross-correlation.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Estimating relative respiratory effort from features of photo-plethysmography signal.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Multi-scale Tone Entropy in differentiating physiologic and synthetic RR time series.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Effect of premature activation in analyzing QT dynamics instability using QT-RR model for ventricular fibrillation and healthy subjects.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Effect of using ECG derived respiration (EDR) signal in linear parametric QT-RR modeling.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

A pilot study on the use of accelerometer sensors for monitoring post acute stroke patients.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Automatic Sensor Drift Detection and Correction Using Spatial Kriging and Kalman Filtering.
Proceedings of the IEEE International Conference on Distributed Computing in Sensor Systems, 2013

Development of Fetal Cardiac Intervals Throughout 16 to 41 Weeks of Gestation.
Proceedings of the Computing in Cardiology, 2013

The Effect of Automated Preprocessing of RR Interval Tachogram on Discrimination Capability of Heart Rate Variability Parameters.
Proceedings of the Computing in Cardiology, 2013

Development of Fetal Heart Rate Dynamics before and after 30 and 35 Weeks of Gestation.
Proceedings of the Computing in Cardiology, 2013

Time-series Network Analysis for Detecting Cardiac Autonomic Neuropathy using RR Interval Data.
Proceedings of the Computing in Cardiology, 2013

Detection of Cardiac Autonomic Neuropathy using Linear Parametric Modeling of QT dynamics.
Proceedings of the Computing in Cardiology, 2013

Optimization of an energy harvesting buoy for coral reef monitoring.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

Comparative study of multicast authentication schemes with application to wide-area measurement system.
Proceedings of the 8th ACM Symposium on Information, Computer and Communications Security, 2013

clusiVAT: A mixed visual/numerical clustering algorithm for big data.
Proceedings of the 2013 IEEE International Conference on Big Data, 2013

2012
Cramér-Rao Bounds for Polynomial Signal Estimation Using Sensors With AR(1) Drift.
IEEE Trans. Signal Process., 2012

A Note on Octonionic Support Vector Regression.
IEEE Trans. Syst. Man Cybern. Part B, 2012

An Intelligent Task Allocation Scheme for Multihop Wireless Networks.
IEEE Trans. Parallel Distributed Syst., 2012

Risk-Aware Distributed Beacon Scheduling for Tree-Based ZigBee Wireless Networks.
IEEE Trans. Mob. Comput., 2012

QT Variability Index Changes With Severity of Cardiovascular Autonomic Neuropathy.
IEEE Trans. Inf. Technol. Biomed., 2012

Fuzzy c-Means Algorithms for Very Large Data.
IEEE Trans. Fuzzy Syst., 2012

Rate control for heterogeneous wireless sensor networks: Characterization, algorithms and performance.
Comput. Networks, 2012

Demand Response Architectures and Load Management Algorithms for Energy-Efficient Power Grids: A Survey.
Proceedings of the Seventh International Conference on Knowledge, 2012

A robust algorithm for foreground extraction in crowded scenes.
Proceedings of the International Symposium on Communications and Information Technologies, 2012

Network architecture and QoS issues in the internet of things for a smart city.
Proceedings of the International Symposium on Communications and Information Technologies, 2012

The conic-segmentation support vector machine - a target space method for multiclass classification.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Measures for clustering and anomaly detection in sets of higher dimensional ellipsoids.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Security Games and Risk Minimization for Automatic Generation Control in Smart Grid.
Proceedings of the Decision and Game Theory for Security - Third International Conference, 2012

Cluster validity for kernel fuzzy clustering.
Proceedings of the FUZZ-IEEE 2012, 2012

Identifying increased risk of post-infarct people with diabetes using multi-lag Tone-Entropy analysis.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Security games for voltage control in smart grid.
Proceedings of the 50th Annual Allerton Conference on Communication, 2012

2011
KALwEN: a new practical and interoperable key management scheme for body sensor networks.
Secur. Commun. Networks, 2011

Clustering ellipses for anomaly detection.
Pattern Recognit., 2011

Spatio-temporal modelling-based drift-aware wireless sensor networks.
IET Wirel. Sens. Syst., 2011

Deferred decentralized movement pattern mining for geosensor networks.
Int. J. Geogr. Inf. Sci., 2011

Secure Rateless Deluge: Pollution-Resistant Reprogramming and Data Dissemination for Wireless Sensor Networks.
EURASIP J. Wirel. Commun. Netw., 2011

Anomaly Detection in Environmental Monitoring Networks [Application Notes].
IEEE Comput. Intell. Mag., 2011

Incremental Elliptical Boundary Estimation for Anomaly Detection in Wireless Sensor Networks.
Proceedings of the 11th IEEE International Conference on Data Mining, 2011

Estimation of end point foot clearance points from inertial sensor data.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010
A Division Algebraic Framework for Multidimensional Support Vector Regression.
IEEE Trans. Syst. Man Cybern. Part B, 2010

Centered hyperspherical and hyperellipsoidal one-class support vector machines for anomaly detection in sensor networks.
IEEE Trans. Inf. Forensics Secur., 2010

Handling inelastic traffic in wireless sensor networks.
IEEE J. Sel. Areas Commun., 2010

Incremental Kernel Fuzzy c-Means.
Proceedings of the Computational Intelligence, 2010

A Unified Flow Control Approach for QoS Balance in Differentiated Services.
Proceedings of IEEE International Conference on Communications, 2010

Body area wireless sensor networks for the analysis of cycling performance.
Proceedings of the 5th International ICST Conference on Body Area Networks, 2010

2009
Secure Data Aggregation in Wireless Sensor Networks.
Proceedings of the Guide to Wireless Sensor Networks, 2009

Key Management in Wireless Sensor Networks.
Proceedings of the Guide to Wireless Sensor Networks, 2009

Elliptical anomalies in wireless sensor networks.
ACM Trans. Sens. Networks, 2009

Energy-efficient link-layer jamming attacks against wireless sensor network MAC protocols.
ACM Trans. Sens. Networks, 2009

Automatic Recognition of Gait Patterns Exhibiting Patellofemoral Pain Syndrome Using a Support Vector Machine Approach.
IEEE Trans. Inf. Technol. Biomed., 2009

Computational Intelligence in Gait Research: A Perspective on Current Applications and Future Challenges.
IEEE Trans. Inf. Technol. Biomed., 2009

Support Vector Machines for Automated Recognition of Obstructive Sleep Apnea Syndrome From ECG Recordings.
IEEE Trans. Inf. Technol. Biomed., 2009

Automated Scoring of Obstructive Sleep Apnea and Hypopnea Events Using Short-Term Electrocardiogram Recordings.
IEEE Trans. Inf. Technol. Biomed., 2009

Antepartum non-invasive evaluation of opening and closing timings of the cardiac valves in fetal cardiac cycle.
Medical Biol. Eng. Comput., 2009

Five Basic Types of Insider DoS Attacks of Code Dissemination in Wireless Sensor Networks.
Int. J. Commun. Netw. Syst. Sci., 2009

A simple framework of utility max-min flow control using sliding mode approach.
IEEE Commun. Lett., 2009

Jeeva: Enterprise Grid-enabled Web Portal for Protein Secondary Structure Prediction
CoRR, 2009

Utility max-min fair resource allocation for communication networks with multipath routing.
Comput. Commun., 2009

Automated recognition of patients with obstructive sleep apnoea using wavelet-based features of electrocardiogram recordings.
Comput. Biol. Medicine, 2009

Energy-efficient data acquisition by adaptive sampling for wireless sensor networks.
Proceedings of the International Conference on Wireless Communications and Mobile Computing: Connecting the World Wirelessly, 2009

Insider DoS Attacks on Epidemic Propagation Strategies of Network Reprogramming in Wireless Sensor Networks.
Proceedings of the Fifth International Conference on Information Assurance and Security, 2009

2008
Anomaly detection in wireless sensor networks.
IEEE Wirel. Commun., 2008

Svm Models for Diagnosing Balance Problems Using Statistical Features of the Mtc Signal.
Int. J. Comput. Intell. Appl., 2008

Risk-aware beacon scheduling for tree-based ZigBee/IEEE 802.15.4 wireless networks.
Proceedings of the 4th Annual International Conference on Wireless Internet, 2008

Energy Efficient, Fully-Connected Mesh Networks for High Speed Applications.
Proceedings of the 67th IEEE Vehicular Technology Conference, 2008

Segmentation of characters on car license plates.
Proceedings of the International Workshop on Multimedia Signal Processing, 2008

CESVM: Centered Hyperellipsoidal Support Vector Machine Based Anomaly Detection.
Proceedings of IEEE International Conference on Communications, 2008

Online drift correction in wireless sensor networks using spatio-temporal modeling.
Proceedings of the 11th International Conference on Information Fusion, 2008

A hierarchically combined classifier for license plate recognition.
Proceedings of 8th IEEE International Conference on Computer and Information Technology, 2008

Multi run ICA and surface EMG based signal processing system for recognising hand gestures.
Proceedings of 8th IEEE International Conference on Computer and Information Technology, 2008

2007
Solving Protein Structures Using Molecular Replacement Via Protein Fragments.
Proceedings of the Applications of Fuzzy Sets Theory, 2007

Improving Isometric Hand Gesture Identification for HCI based on Independent Component Analysis in Bio-signal Processing.
Proceedings of the Pattern Recognition in Information Systems, 2007

Secure k-Connectivity Properties of Wireless Sensor Networks.
Proceedings of the IEEE 4th International Conference on Mobile Adhoc and Sensor Systems, 2007

A hybrid Support Vector Machine and autoregressive model for detecting gait disorders in the elderly.
Proceedings of the International Joint Conference on Neural Networks, 2007

Application-Oriented Flow Control for Wireless Sensor Networks.
Proceedings of the Third International Conference on Networking and Services (ICNS 2007), 2007

Stabilizing RED using a Fuzzy Controller.
Proceedings of IEEE International Conference on Communications, 2007

Quarter Sphere Based Distributed Anomaly Detection in Wireless Sensor Networks.
Proceedings of IEEE International Conference on Communications, 2007

Frequency selective height-from-stereo reconstruction: Application to retinal oedemas detection.
Proceedings of the 15th European Signal Processing Conference, 2007

Subtle Hand Gesture Identification for HCI Using Temporal Decorrelation Source Separation BSS of Surface EMG.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2007

Limitations and Applications of ICA in Facial sEMG and Hand Gesture sEMG for Human Computer Interaction.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2007

Real Value Solvent Accessibility Prediction using Adaptive Support Vector Regression.
Proceedings of the 2007 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2007

2006
Application-oriented flow control: fundamentals, algorithms and fairness.
IEEE/ACM Trans. Netw., 2006

Orthonormal Hilbert-Pair of Wavelets With (Almost) Maximum Vanishing Moments.
IEEE Signal Process. Lett., 2006

Intrusion Detection for Routing Attacks in Sensor Networks.
Int. J. Distributed Sens. Networks, 2006

Protein Secondary Structure Prediction Using Support Vector Machines and a New Feature Representation.
Int. J. Comput. Intell. Appl., 2006

An inexact penalty method for the semiparametric Support Vector Machine classifier.
Proceedings of the International Joint Conference on Neural Networks, 2006

Density Estimation Using a Generalized Neuron.
Proceedings of the 9th International Conference on Information Fusion, 2006

Adaptive Target Tracking in Slowly Changing Clutter.
Proceedings of the 9th International Conference on Information Fusion, 2006

Limitations and Applications of ICA for Surface Electromyogram.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

2005
A novel document retrieval method using the discrete wavelet transform.
ACM Trans. Inf. Syst., 2005

Incremental training of support vector machines.
IEEE Trans. Neural Networks, 2005

Support vector machines for automated gait classification.
IEEE Trans. Biomed. Eng., 2005

A Novel Document Ranking Method Using the Discrete Cosine Transform.
IEEE Trans. Pattern Anal. Mach. Intell., 2005

Even-length biorthogonal wavelets for digital watermarking.
Proceedings of the Eighth International Symposium on Signal Processing and Its Applications, 2005

Hilbert pair of wavelets via the matching design technique [matched filters].
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2005), 2005

2004
Fourier Domain Scoring: A Novel Document Ranking Method.
IEEE Trans. Knowl. Data Eng., 2004

A novel approach to the design of the class of triplet halfband filterbanks.
IEEE Trans. Circuits Syst. II Express Briefs, 2004

Mathematical properties of the two-parameter family of 9/7 biorthogonal filters.
Proceedings of the 2004 International Symposium on Circuits and Systems, 2004

Design of approximate Hilbert transform pair of wavelets with exact symmetry [filter bank design].
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

2003
Machine learning in low-level microarray analysis.
SIGKDD Explor., 2003

Optimal flow control and routing in multi-path networks.
Perform. Evaluation, 2003

A study of biorthogonal wavelets in digital watermarking.
Proceedings of the 2003 International Conference on Image Processing, 2003

Automatic Ship Classification using Support Vector Machines.
Proceedings of the Design and Application of Hybrid Intelligent Systems, 2003

2002
Effects of moving the center's in an RBF network.
IEEE Trans. Neural Networks, 2002

A Novel Web Text Mining Method Using the Discrete Cosine Transform.
Proceedings of the Principles of Data Mining and Knowledge Discovery, 2002

A new implementation technique for fast Spectral based document retrieval systems.
Proceedings of the 2002 IEEE International Conference on Data Mining (ICDM 2002), 2002

2001
Do existing measures of Poincare plot geometry reflect nonlinear features of heart rate variability?
IEEE Trans. Biomed. Eng., 2001

Distortion properties of the interval spectrum of IPFM generated heartbeats for heart rate variability analysis.
IEEE Trans. Biomed. Eng., 2001

Internet Document Filtering Using Fourier Domain Scoring.
Proceedings of the Principles of Data Mining and Knowledge Discovery, 2001

2000
Model Predictive Control of a Fuel Injection System with a Radial Basis Function Network Observer.
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

Selecting Bankruptcy Predictors Using a Support Vector Machine Approach.
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

1998
An adaptive tracking controller using neural networks for a class of nonlinear systems.
IEEE Trans. Neural Networks, 1998

Neural techniques for combinatorial optimization with applications.
IEEE Trans. Neural Networks, 1998

Some issues relating to forward and reverse identification of artificial intelligence based systems.
Proceedings of the Knowledge-Based Intelligent Electronic Systems, 1998

Implementation of fuzzy systems.
Proceedings of the Fuzzy logic and expert systems applications., 1998

1997
Static and Dynamic Channel Assignment Using Neural Networks.
IEEE J. Sel. Areas Commun., 1997

Mosaic Learning: A New Algorithm for Self Organising Neural Networks to Learn Dynamic Channel Assignment Schemes.
Proceedings of the Progress in Connectionist-Based Information Systems: Proceedings of the 1997 International Conference on Neural Information Processing and Intelligent Information Systems, 1997

A neural network driven solution to a channel assignment problem in wireless telephony.
Proceedings of International Conference on Neural Networks (ICNN'97), 1997

A fuzzy neural network based on hierarchical space partitioning.
Proceedings of International Conference on Neural Networks (ICNN'97), 1997

Universal neural network controllers.
Proceedings of International Conference on Neural Networks (ICNN'97), 1997

1996
A unified approach to selecting optimal step lengths for adaptive vector quantizers.
IEEE Trans. Commun., 1996

Range image segmentation by dynamic neural network architecture.
Pattern Recognit., 1996

A hybrid neural approach to combinatorial optimization.
Comput. Oper. Res., 1996

Performance evaluation of a RISC neuro-processor for neural networks.
Proceedings of the 3rd International Conference on High Performance Computing, 1996

A review of design aspects for neurocomputers.
Proceedings of the Australian New Zealand Conference on Intelligent Information Systems, 1996

1995
Spatio-temporal feature maps using gated neuronal architecture.
IEEE Trans. Neural Networks, 1995

A fast-multiplier generator for FPGAs.
Proceedings of the 8th International Conference on VLSI Design (VLSI Design 1995), 1995

Automatic estimation of age at death from human bone cross-sections using neural networks.
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995

A robust adaptive sliding mode tracking control using an RBF neural network for robotic manipulators.
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995

An adaptive tracking controller using neural networks for nonlinear systems.
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995

An experimental evaluation of neural network approach to circuit partitioning.
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995

Tracking improvement for stable robot control using neural networks.
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995

Fuzzy gated neuronal architecture for pattern recognition.
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995

A hybrid neural network approach to the pricing of options.
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995

A new adaptive image sequence coding scheme using Kohonen's SOFM.
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995

1994
Stability of input amplitude constrained adaptive pole placement control systems.
Autom., 1994

Performance of radar target recognition schemes using neural networks-a comparative study.
Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994

Invariant property of spatio-temporal feature maps using gated neuronal architecture.
Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994

1993
An extended self-organizing map with gated neurons.
Proceedings of International Conference on Neural Networks (ICNN'88), San Francisco, CA, USA, March 28, 1993

Gradient computation in time delayed recurrent neural network with memory for static input-output mapping under stability constraint.
Proceedings of International Conference on Neural Networks (ICNN'88), San Francisco, CA, USA, March 28, 1993

1992
On the issue of neighborhood in self-organizing maps.
Proceedings of the 1992 ACM/SIGAPP Symposium on Applied Computing: Technological Challenges of the 1990's, 1992

1988
An adaptive control algorithm for linear systems having unknown time delay.
Autom., 1988

1984
A perspective on convergence of adaptive control algorithms.
Autom., 1984


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