Finding Efficient Machine Learning Model for Hand Gesture Classification Using EMG Data

2021 ◽  
Author(s):  
Adria Binte Habib ◽  
Faisal Bin Ashraf ◽  
Arif Shakil
Keyword(s):  
Machine Learning ◽  
Learning Model ◽  
Hand Gesture ◽  
Machine Learning Model ◽  
Gesture Classification ◽  
Efficient Machine

Optimal Fuzzy Cluster Partitioning by Crow Search Meta-Heuristic for Biomedical Data Analysis

2021 ◽  
Vol 12 (2) ◽  
pp. 49-66
Author(s):  
Janmenjoy Nayak ◽  
Bighnaraj Naik ◽  
Pandit Byomakesha Dash ◽  
Danilo Pelusi
Keyword(s):  
Machine Learning ◽  
Data Analysis ◽  
Data Processing ◽  
Biomedical Informatics ◽  
Learning Model ◽  
Biomedical Data ◽  
Fuzzy C Means ◽  
Biomedical Data Analysis ◽  
Machine Learning Model ◽  
Efficient Machine

Biomedical data is often more unstructured in nature, and biomedical data processing task is becoming more complex day by day. Thus, biomedical informatics requires competent data analysis and data mining techniques for designing decision support system's framework to solve clinical and heathcare-related issues. Due to increasingly large and complex data sets and demand of biomedical informatics research, researchers are attracted towards automated machine learning models. This paper is proposed to design an efficient machine learning model based on fuzzy c-means with meta-heuristic optimizations for biomedical data analysis and clustering. The main contributions of this paper are 1) projecting an efficient machine learning model based on fuzzy c-means and meta-heuristic optimization for biomedical data classification, 2) employing benchmark validation techniques and critical hypothesises testing, and 3) providing a background for biomedical data processing with a view of data processing and mining.

scholarly journals Constructing an Efficient Machine Learning Model for Tornado Prediction

2016 ◽  
Author(s):  
Fuad T. Aleskerov ◽  
Nikita Baiborodov ◽  
Sergey Demin ◽  
Sergey Shvydun ◽  
Theodore Trafalis ◽  
...  
Keyword(s):  
Machine Learning ◽  
Learning Model ◽  
Machine Learning Model ◽  
Efficient Machine
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