A New Mercer Sigmoid Kernel for Clinical Data Classification

Carrington, Andre ;   Fieguth, Paul ;   Chen, Helen

Tags Pattern recognition methods for data mining in biosignalsData mining in biosignalsBiomedical signal classification

In classification with Support Vector Machines, only Mercer kernels, i.e. valid kernels, such as the Gaussian RBF kernel, are widely accepted and...

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Automatic Stress-Relieving Music Recommendation System Based on Photoplethysmography-Derived Heart Rate Variability Analysis

Shin, Il Hyung ;   Cha, Jaepyeong ;   Cheon, Gyeong Woo ;   Lee, Choonghee ;   Lee, Seung Yup ;   Yoon, Hyung-Jin ;   Kim, Hee Chan

Tags Time-frequency analysis of biosignalsData mining in biosignalsEmpirical mode decomposition in biosignal analysis

This paper presents an automatic stress-relieving music recommendation system (ASMRS) for individual music listeners. The ASMRS uses a...

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Blood Glucose Prediction by Breath Analysis System with Feature Selection and Model Fusion

Yan, Ke ;   Zhang, David

Tags Pattern recognition methods for data mining in biosignalsMultivariate signal processingBiomedical signal classification

It has been shown that the concentration of acetone in breath is correlated with the subject's blood glucose level (BGL). Therefore,...

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Comparison of a Priori Calibration Models for Respiratory Inductive Plethysmography During Running

Leutheuser, Heike ;   Heyde, Christian ;   Gollhofer, Albert ;   Eskofier, Bjoern M

Tags Pattern recognition methods for data mining in biosignalsSignal processing in physiological systemsMultivariate signal processing

Respiratory inductive plethysmography (RIP) has been introduced as an alternative for measuring ventilation by means of body surface...

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Foot Gait Time Series Estimation Based on Support Vector Machine

Pant, Jeevan Kumar ;   Krishnan, Sridhar

Tags Pattern recognition methods for data mining in biosignalsTime-frequency analysis of biosignalsBiomedical signal classification

A new algorithm for the estimation of stride interval time series from foot gait signals is proposed. The algorithm is based on the detection...

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Gesture Recognition for Smart Home Applications Using Portable Radar Sensors

Wan, Qian ;   Li, Yiran ;   Li, Changzhi ;   Pal, Ranadip

Tags Pattern recognition methods for data mining in biosignalsBiomedical signal classification

In this article, we consider the design of a human gesture recognition system based on pattern recognition of signatures from a portable...

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