JICS

1. A Study on Forecasting Spare Parts Demand based on Data-Mining

Jaedong Kim, Hanjun Lee, Vol. 18, No. 1, pp. 121-130, Feb. 2017

10.7472/jksii.2017.18.1.121
Keywords: demand forecasting, Data Mining, logistics, spare part

2. A Detection Model using Labeling based on Inference and Unsupervised Learning Method

Sung-Sam Hong, Dong-Wook Kim, Byungik Kim, Myung-Mook Han, Vol. 18, No. 1, pp. 65-76, Feb. 2017

10.7472/jksii.2017.18.1.65
Keywords: Labeling, Detection Model based on classification, Data Mining, Inference, Supervised/Unsupervised Learning, Security

3. Development of Customized Trip Navigation System Using Open Government Data

Beomsoo Shim, Hanjun Lee, Donghee Yoo, Vol. 17, No. 1, pp. 15-22, Feb. 2016

10.7472/jksii.2016.17.1.15
Keywords: open government data, Big data, application, Recommendation System, case-based reasoning(CBR), Data Mining

4. Clustering Algorithm using the DFP-Tree based on the MapReduce

Young-Won Seo, Chang-soo Kim, Vol. 16, No. 6, pp. 23-30, Dec. 2015

10.7472/jksii.2015.16.6.23
Keywords: SData Mining, Frequent-Pattern tree, Clustering Algorithms, Distributed Processing System, Recommendation System, Map Reduce

5. Analysis and Performance Evaluation of Pattern Condensing Techniques used in Representative Pattern Mining

Gang-In Lee, Un-Il Yun, Vol. 16, No. 2, pp. 77-84, Apr. 2015

10.7472/jksii.2015.16.2.77
Keywords: Closed pattern, Data Mining, Frequent pattern mining, Maximal pattern, Performance Evaluation, Representative pattern mining

6. Performance analysis of Frequent Itemset Mining Technique based on Transaction Weight Constraints

Unil Yun, Gwangbum Pyun, Vol. 16, No. 1, pp. 67-74, Feb. 2015

10.7472/jksii.2015.16.1.67
Keywords: Transaction weight, Data Mining, Frequent Itemset mining, Performance Evaluation, scalability

7. A Weighted Frequent Graph Pattern Mining Approach considering Length-Decreasing Support Constraints

Unil Yun, Gangin Lee, Vol. 15, No. 6, pp. 125-132, Dec. 2014

10.7472/jksii.2014.15.6.125
Keywords: Length-decreasing support constraint, weighted frequent pattern mining, graph pattern, Data Mining, Frequent pattern mining

8. Analysis and Prediction Algorithms on the State of User's Action Using the Hidden Markov Model in a Ubiquitous Home Network System

Dong-Kyoo Shin, Dong-Il Shin, Gu-Youn Hwang, Jin-Wook Choi, Vol. 12, No. 2, pp. 9-18, Apr. 2011
Keywords: Ubiquitous Home Network, Hidden Markov Model, Prediction of User's Activity, Data Mining

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