Yashodhan Athavale
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View article: Pattern Classification of Signals Using Fisher Kernels
Pattern Classification of Signals Using Fisher Kernels Open
The intention of this study is to gauge the performance of Fisher kernels for dimension simplification and classification of time-series signals. Our research work has indicated that Fisher kernels have shown substantial improvement in sig…
View article: Pattern Classification of Signals Using Fisher Kernels
Pattern Classification of Signals Using Fisher Kernels Open
The intention of this study is to gauge the performance of Fisher kernels for dimension simplification and classification of time-series signals. Our research work has indicated that Fisher kernels have shown substantial improvement in sig…
View article: A Device-Independent Efficient Actigraphy Signal-Encoding System for Applications in Monitoring Daily Human Activities and Health.
A Device-Independent Efficient Actigraphy Signal-Encoding System for Applications in Monitoring Daily Human Activities and Health. Open
Actigraphs for personalized health and fitness monitoring is a trending niche market and fit aptly in the Internet of Medical Things (IoMT) paradigm. Conventionally, actigraphy is acquired and digitized using standard low pass filtering an…
View article: A Device-Independent Efficient Actigraphy Signal-Encoding System for Applications in Monitoring Daily Human Activities and Health.
A Device-Independent Efficient Actigraphy Signal-Encoding System for Applications in Monitoring Daily Human Activities and Health. Open
Actigraphs for personalized health and fitness monitoring is a trending niche market and fit aptly in the Internet of Medical Things (IoMT) paradigm. Conventionally, actigraphy is acquired and digitized using standard low pass filtering an…
View article: Actigraphy Signal Analysis System for Sleep and Wake Studies
Actigraphy Signal Analysis System for Sleep and Wake Studies Open
The Internet of Things (IoT) is a trending model in the wake of recent advancements in ubiquitous sensors and smart devices, and is rapidly being deployed in communications, infrastructure, transportation and healthcare services. The Inter…
View article: Pattern classification of time-series signals using Fisher kernels and support vector machines
Pattern classification of time-series signals using Fisher kernels and support vector machines Open
The objective of this study is to assess the performance and capability of a kernel-based machine learning method for time-series signal classification. Applying various stages of dimension transformation, training, testing and cross-valid…
View article: Actigraphic detection of periodic limb movements: development and validation of a potential device-independent algorithm. A proof of concept study
Actigraphic detection of periodic limb movements: development and validation of a potential device-independent algorithm. A proof of concept study Open
Study Objectives We propose a unique device-independent approach to analyze long-term actigraphy signals that can accurately quantify the severity of periodic limb movements in sleep (PLMS). Methods We analyzed 6–8 hr of bilateral ankle ac…
View article: A Device-Independent Efficient Actigraphy Signal-Encoding System for Applications in Monitoring Daily Human Activities and Health
A Device-Independent Efficient Actigraphy Signal-Encoding System for Applications in Monitoring Daily Human Activities and Health Open
Actigraphs for personalized health and fitness monitoring is a trending niche market and fit aptly in the Internet of Medical Things (IoMT) paradigm. Conventionally, actigraphy is acquired and digitized using standard low pass filtering an…
View article: Advanced signal analysis for the detection of periodic limb movements from bilateral ankle actigraphy
Advanced signal analysis for the detection of periodic limb movements from bilateral ankle actigraphy Open
Summary Actigraphy can assist in the detection of periodic limb movements in sleep. Although several actigraphs have been previously reported to accurately detect periodic limb movements, many are no longer available; of the existing actig…