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    Chapter and Conference Paper

    An Efficient Data Access Method Exploiting Quadtrees on MapReduce Frameworks

    Due to the advance of diverse techniques such as social networks and sensor networks, the volume of data to be processed has rapidly increased. After Google proposed the MapReduce framework which processes big...

    Hyunho Noh, Jun-Ki Min in Database Systems for Advanced Applications (2013)

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    Chapter and Conference Paper

    A Hybrid Context-Aware Wearable System with Evolutionary Optimization and Selective Inference of Dynamic Bayesian Networks

    Multiple sensor-based context inference systems can perceive users’ tasks in detail while it requires complicated recognition models with larger resources. Such limitations make the systems difficult to be use...

    Jun-Ki Min, Sung-Bae Cho in Hybrid Artificial Intelligent Systems (2011)

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    Chapter and Conference Paper

    WT-Heuristics: A Heuristic Method for Efficient Operator Ordering

    In this paper, we focus on the processing of stream data whose characteristics vary unpredictably by over time. Particularly, we suggest a method which generates an efficient operator execution order called WT...

    Jun-Ki Min in Advances in Databases: Concepts, Systems and Applications (2007)

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    Chapter and Conference Paper

    An Efficient Encoding and Labeling for Dynamic XML Data

    In order to efficiently determine structural relationships among XML elements and to avoid re-labeling for updates, much research about labeling schemes has been conducted, recently. However, a harmonic suppor...

    Jun-Ki Min, Jihyun Lee, Chin-Wan Chung in Advances in Databases: Concepts, Systems a… (2007)

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    Chapter and Conference Paper

    Multiple Classifier Fusion Using k-Nearest Localized Templates

    This paper presents a method for combining classifiers that uses k-nearest localized templates. The localized templates are estimated from a training set using C-means clustering algorithm, and matched to the dec...

    Jun-Ki Min in Intelligent Data Engineering and Automated Learning - IDEAL 2007 (2007)

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    Chapter and Conference Paper

    Agent-Based Evolutionary Labor Market Model with Strategic Coalition

    A real-world labor market has complex worksite interactions between a worker and an employer. This paper investigates the behavior patterns of workers and employers with a job capacity and a job concentration ...

    Seung-Ryong Yang, Jun-Ki Min, Sung-Bae Cho in AI 2004: Advances in Artificial Intelligence (2005)