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RISIRAHC: Instance Reduction Algorithm using Hyperrectangle Clustering
In instance-based classifiers, there is a need for storing a large number of samples as training set. In this work, we propose an instance reduction method based on hyperrectangle clustering, called Instance Reduction Algorithm using Hyperrectangle...
Digital Signal Types Identification Using a Hierarchical SVM-Based Classifier and Efficient Features (شناساگر خودکار نوع مدولاسیون دیجیتال با استفاده از یک سیستم دسته بندی کننده بردار پشتیبان (SVM) با ساختار سلسله مراتبی)
Automatic digital signal type identification (ADSTI) is an important topic for both military and civilian communication applications. Most of proposed techniques (identifiers) can only recognize a few types of digital ...
Large symmetric margin instance selection algorithm
In instance-based classifiers, there is a need for storing a large number of samples as a training set. In this paper, we propose a large symmetric margin instance selection algorithm, namely LAMIS. LAMIS removes non-border (interior) instances...
Service Network Modeling Approaches: Overview, Classification, and Analysis
Gait Recognition Based on Human Leg Gesture Classification
Abstract: This paper presents a human gait recognition system based on a leg gesture separation.
Main innovation in this paper includes gait recognition using leg gesture classification which gives a
high ...