Digital Library

1. 11. Combined Feature Set and Hybrid Feature Selection Method for Effective Document Classification
   Joo-Ho In, Jung-Ho Kim, Soo-Hoan Chae, Vol. 14, No. 5, pp. 49-58, Oct. 2013
   10.7472/jksii.2013.14.5.49
   Keywords: Document Classification, Feature selection, mixed feature set, LSA, hybrid feature selection
2. 12. A Tag Clustering and Recommendation Method for Photo Categorization
   Ji-Hyeon Won, Jongwoo Lee, Heemin Park, Vol. 14, No. 2, pp. 1-14, Apr. 2013
   10.7472/jksii.2013.14.2.1
   Keywords: Tag Categorization, Tag Recommendation, clustering, Photo Contents, Photo Management
3. 13. Semantic-based Genetic Algorithm for Feature Selection
   Jung-Ho Kim, Joo-Ho In, Soo-Hoan Chae, Vol. 13, No. 4, pp. 1-10, Aug. 2012
   10.7472/jksii.2012.13.4.1
   Keywords: Classification, Feature selection, Latent Semantic Analysis, genetic algorithm, Support Vector Machine
4. 14. Research on Signature Maintenance Method for Internet Application Traffic Identification using Header Signatures
   Sung-Ho Yoon, Myung-Sup Kim, Vol. 12, No. 6, pp. 19-34, Dec. 2011
   Keywords: Traffic identification, Traffic Classification, Application identification, Application signatures
5. 15. Research on improving correctness of cardiac disorder data classifier by applying Best-First decision tree method
   Hyun-Ju Lee, Dong-Kyoo Shin, Hee-Won Park, Soo-Han Kim, Dong-Il Shin, Vol. 12, No. 6, pp. 63-72, Dec. 2011
   Keywords: ECG, classifier, R-R interval, SVM, MLP, Random Forest, B-F Tree, Accuracy
6. 16. A Contents-based Drug Image Retrieval System Using Shape Classification and Color Information
   Jun-Chul Chun, Dong-Sun Kim, Vol. 12, No. 6, pp. 117-128, Dec. 2011
   Keywords: Medication Image Retrieval, Shape Classification, Color Matching, HSV Color Model, Hu-Moment
7. 17. Development of Education Courseware for Clinical Care Classification System based PC and Smartphone
   Hae-Sook Hong, In-Keun Lee, Hune Cho, Hwa-Sun Kim, Vol. 12, No. 3, pp. 49-56, Jun. 2011
   Keywords: Education Program, Smartphone, Clinical Core Classification System, Guideline
8. 18. Performance Improvement of Signature-based Traffic Classification System by Optimizing the Search Space
   Jun-Sang Park, Sung-Ho Yoon, Myung-Sup Kim, Vol. 12, No. 3, pp. 89-100, Jun. 2011
   Keywords: Application-Level Traffic Classification, Payload-Signature, Real-time classification
9. 19. Web Image Classification using Semantically Related Tags and Image Content
   Soo-Sun Cho, Vol. 11, No. 3, pp. 15-24, Jun. 2010
   Keywords: Web image classification, semantically related tags, content based classification, Flickr, bag of visual word, PLSA
10. 20. Symptom Pattern Classification using Neural Networks in the Ubiquitous Healthcare Environment with Missing Values
    Michael Angelo G. Salvo, Jae-Wan Lee, Mal-Rey Lee, Vol. 11, No. 2, pp. 129-142, Apr. 2010
    Keywords: Pattern Classification, Neural Network, ubiquitous healthcare, missing values