Marimuthu Palaniswami

Fast Cluster Tendency Assessment for Big, High-Dimensional Data

P Rathore, JC Bezdek, M Palaniswami

Book Chapter  |  2021  |  Studies in Fuzziness and Soft Computing

A convolutional neural network approach for quantification of tremor severity in neurological movement disorders

R Ranjan, B Bhushan, M Palaniswami, A Verma

Conference Proceedings  |  2021  |  Advances in Intelligent Systems and Computing

Entropy profiling: A reduced—parametric measure of kolmogorov—sinai entropy from short-term hrv signal

C Karmakar, R Udhayakumar, M Palaniswami

Journal article  |  2020  |  Entropy

Entropy profiling is a recently introduced approach that reduces parametric dependence in traditional Kolmogorov-Sinai (KS) entrop..

The Role of Visual Assessment of Clusters for Big Data Analysis: From Real-World Internet of Things

Marimuthu Palaniswami, Aravinda S Rao, Dheeraj Kumar, Punit Rathore, Sutharshan Rajasegarar

Journal article  |  2020  |  IEEE Systems, Man, and Cybernetics Magazine

The Internet of Things (IoT) is playing a vital role in shaping today?s technological world, including our daily lives. By 2025, t..

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

Radhagayathri Udhayakumar, Chandan Karmakar, Peng Li, Xinpei Wang, Marimuthu Palaniswami

Journal article  |  2020  |  Entropy: international and interdisciplinary journal of entropy and information studies

The complexity of a heart rate variability (HRV) signal is considered an important nonlinear feature to detect cardiac abnormaliti..

PPG Derived Respiratory Rate Estimation in Daily living Conditions

MA Motin, C Kumar Karmakar, DK Kumar, M Palaniswami

Conference Proceedings  |  2020  |  2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)

Entropy Profiling for Detection of Fetal Arrhythmias in Short Length Fetal Heart Rate Recordings

E Keenan, RK Udhayakumar, CK Karmakar, FC Brownfoot, M Palaniswami

Conference Proceedings  |  2020  |  2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)

Automated Scoring of Hemiparesis in Acute Stroke From Measures of Upper Limb Co-Ordination Using Wearable Accelerometry.

Shreyasi Datta, Chandan K Karmakar, Aravinda S Rao, Bernard Yan, Marimuthu Palaniswami

Journal article  |  2020  |  IEEE Transactions on Neural Systems and Rehabilitation Engineering

Stroke survivors usually experience paralysis in one half of the body, i.e., hemiparesis, and the upper limbs are severely affecte..

Visual Structural Assessment and Anomaly Detection for High-Velocity Data Streams.

Punit Rathore, Dheeraj Kumar, James C Bezdek, Sutharshan Rajasegarar, Marimuthu Palaniswami

Journal article  |  2020  |  IEEE Transactions on Cybernetics

The widespread use of Internet-of-Things (IoT) technologies, smartphones, and social media services generates huge amounts of data..

Experiments with Dissimilarity Measures for Clustering Waveform Data from Wearable Sensors

S Datta, JC Bezdek, M Palaniswami

Conference Proceedings  |  2020  |  2019 IEEE Symposium Series on Computational Intelligence (SSCI)

Clustering waveform data is used in applications ranging from healthcare to economics and entertainment. In this paper, we present..