8 Result(s)
within
Conference Paper
Youngsik Choi
English
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Chapter and Conference Paper
The Multi Agent System Solutions for Wireless Sensor Network Applications
This research proposes to employ multi-agent system solutions to the applications concerning with the wireless sensor network environment. It realizes the multi-agent community by combined use of intelligent s...
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Chapter and Conference Paper
Fuzzy Kernel Ridge Regression for Classification
We present a robust version of kernel ridge regression for classification, which can gracefully handle outliers. We first show that the ridge regression can be reduced to the proximal support vector machine (P...
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Chapter and Conference Paper
A Site-Ranking Algorithm for a Small Group of Sites
Hyperlink, or shortly link, analysis seeks to model the web structures and discover the relations among web sites or Web pages. The extracted models or relations can be used for the web mining applications, in...
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Chapter and Conference Paper
A Focused Crawling for the Web Resource Discovery Using a Modified Proximal Support Vector Machines
With the rapid growth of the World Wide Web, a focused crawling has been increasingly of importance. The goal of the focused crawling is to seek out and collect the pages that are relevant to a predefined set ...
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Chapter and Conference Paper
Relevance Feedback for Content-Based Image Retrieval Using Proximal Support Vector Machine
In this paper, we present a novel relevance feedback algorithm for content-based image retrieval using the PSVM (Proximal Support Vector Machine). The PSVM seeks to find the optimal separating hyperplane by “r...
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Chapter and Conference Paper
Video Summarization Using Fuzzy One-Class Support Vector Machine
In this paper, we address a video summarization task as generating both visually “salient” and semantically “important” video segments. In order to find salient data points, one can use the OC-SVM (One-class S...
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Chapter and Conference Paper
Face Retrieval Using 1st- and 2nd-order PCA Mixture Model
This paper deals with face retrieval using the 1st- and 2nd-order PCA mixture model. The well-known eigenface method uses one set of holistic facial features obtained by PCA. However, the single set of eigenfa...
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Chapter and Conference Paper
Hierarchical Shot Clustering for Video Summarization
Digital video is rapidly becoming a communication medium for education, entertainment, and a variety of multimedia applications. With the size of the video collections growing to thousnads of hours, efficient ...
