Digital Library

1. 21. 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
2. 22. 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
3. 23. 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
4. 24. IT Systems Risk Analysis Using Object Oriented Asset Classification Model
   Hyeak-Ro Lee, Seong-Jin Ahn, Vol. 9, No. 4, pp. 79-84, Aug. 2008
5. 25. Development of Soccer Players' Playing Styles Classification Models Using Machine Learning
   Sanghoon Shin, Moohong Min, Vol. 27, No. 1, pp. 49-65, Feb. 2026
   10.7472/jksii.2026.27.1.49
   Keywords: Machine Learning, Soccer, Playing Styles, clustering, Classification Model
6. 26. Malware Image Classification with Dilated Convolution and Channel Attention in ConvNeXt-Tiny
   Joon-soo Shim, Chan-ho Lee, Jong-geun Choi, Hyuk-jin Kwon, Vol. 27, No. 1, pp. 27-38, Feb. 2026
   10.7472/jksii.2026.27.1.27
   Keywords: Malware classification, Transfer Learning, Deep Learning, ConvNeXt, Dilated Convolution, channel attention, Low-label Learning, Image-based Malware Detection, Generalization performance, cybersecurity
7. 27. Olfactory Stimulus Classification Using Correlation Coefficient Based EEG Redundant Channel Elimination
   Hyun-il Kim, Woong-sik Shin, Choon-sung Nam, Vol. 26, No. 6, pp. 51-62, Dec. 2025
   10.7472/jksii.2025.26.6.51
   Keywords: EEG, feature engineering, Pearson Correlation Coefficient, wavelet transform, OVR-CSP, Olfactory Classification
8. 28. Efficient Facial Feature Classification for Makeup-Robust Recognition (EFFC)
   Su-Rak Son, Yi-Na Jeong, Vol. 26, No. 6, pp. 43-50, Dec. 2025
   10.7472/jksii.2025.26.6.43
   Keywords: Deep Learning, CNN, Facial Recognition, facial feature classification
9. 29. Respiratory Anomaly Detection using Multi Feature Learning with Various Audio Spectrograms
   Gyurin Byun, Huigyu Yang, Hyunseung Choo, Vol. 26, No. 5, pp. 75-81, Oct. 2025
   10.7472/jksii.2025.26.5.75
   Keywords: Respiratory sound classification, Temporal Convolutional Network (TCN), Multi-spectral fusion, Deep time-series learning
10. 30. Performance Analysis and Improvement of AI model for Radar Signal Modulation Type Classification based on Data Preprocessing
    Juhyoung Sung, Kiwon Kwon, Kyoungwon Park, Vol. 26, No. 4, pp. 31-39, Aug. 2025
    10.7472/jksii.2025.26.4.31
    Keywords: Artificial intelligence, CNN, Data Preprocessing, modulation type classification, Radar signal, STFT, WVD