Ph.D. Dissertation

  1. Kang, D.-K., "Abstraction, aggregation and recursion for generating accurate and simple classifiers," Iowa State University (2006).

Books

  1. Kang, D.-K., Abstraction, aggregation and recursion for generating accurate and simple classifiers, VDM Verlag Dr. Mueller e.K. (October 15, 2008), ISBN 10: 3639069765, ISBN 13: 9783639069761 .

Book Chapters

  1. Han, M.-G., and Kang, D.-K., "Toward Multiple Layered Blockchain Structure for Tracking of Private Contents and Right to be Forgotten," Blockchain Technologies for Smart Cities, In: Dhananjay Singh, and Navin Singh Rajput, editors. Springer (February 7, 2020), ISBN 10: 9811522049, ISBN 13: 978-9811522048
  2. Kang, D.-K., "Data-driven evaluation of ontologies using machine learning algorithms," Applied Semantic Technologies: Using Semantics in Intelligent Information Processing, In: Vijayan Sugumaran and Jon Atle Gulla, editors. Auerbach Publications (August 12, 2011), ISBN 10: 1439801568, ISBN 13: 9781439801567.

Book Editor

  1. Kang, D.-K., Alfred, R., Ismail, Z. I. B. A., Baharum, A., and Thiruchelvam, V. (Eds.) , Proceedings of the 9th International Conference on Computational Science and Technology (ICCST 2022), Springer International Publishing, 27–28 August, Johor Bahru, Malaysia (Lecture Notes in Electrical Engineering, 983), ISBN 978-9-811-98405-1.
  2. Singh, M., Kang, D.-K., Lee, J.-H., Tiwary, U.S., Singh, D., and Chung, W.-Y. (Eds.) , Intelligent Human Computer Interaction, Springer International Publishing, 2021, ISBN 978-3-030-68449-5.

SCI(E) Journals

  1. S.-H. Lee, and Kang, D.-K. "Editorial: Deep Learning Technology and Image Sensing," Sensors, 24(16):5130, 2024, MDPI, ISSN: 1424-8220.
  2. Sun, H., Nicholaus, I. T., Fu, R., and Kang, D.-K. "YOLO-FMDI: A Lightweight YOLOv8 with Focusing on Multi-scale Feature Diffusion Interaction Neck for Tomato Pest and Disease Detection," Electronics, 13(15):2974, 2024, MDPI, ISSN: 2079-9292.
  3. Ho, J., Park, K., and Kang, D.-K., "GLNAS: Greedy Layer-wise Network Architecture Search for Low Cost and Fast Network Generation," Pattern Recognition, 155, November 2024, Elsevier B.V., ISSN: 0031-3203. (SCI, IF:8.0)
  4. Wang, Z.-Y., Kang, D.-K., and Zhang, C.-P., "S2AC: Self-Supervised Attention CORAL Based on Mahalanobis Distance for Image Recognition," Electronics, 12(21):4419, 2023, MDPI, ISSN: 2079-9292.
  5. Shin, J., Park, K., and Kang, D.-K., "TA-DARTS: Temperature Annealing of Discrete Operator Distribution for Effective Differential Architecture Search," Applied Sciences, 13(18):10138, 2023, MDPI, ISSN 2076-3417.
  6. Salehin, I., and Kang, D.-K., "A Review on Dropout Regularization Approaches for Deep Neural Network within the Scholarly Domain," Electronics, 12(14):3106, 2023, MDPI, ISSN: 2079-9292.
  7. Nicholaus, I. T., Lee, J.S., and Kang, D.-K., "One-Class Convolutional Neural Networks for Water-Level Anomaly Detection," Sensors, 22(22):8764, 2022, MDPI, ISSN: 1424-8220.
  8. Al-Absi, A. A., Kang, D.-K., and Al-Absi, M. A., "Sentiment Analysis and Classification using Deep Semantic Information and Contextual Knowledge," Computers, Materials & Continua, 74(1):671-691, 2023, Tech Science Press, ISSN: 1546-2218.
  9. Iqbal, S. M., Park, J. R., Jung, K., Lee, J.S., and Kang, D.-K., "Long Term Prediction of Crack Growth using Deep Recurrent Neural Networks and Nonlinear Regression: A Comparison Study," Applied Sciences, 12(20):10514, 2022, MDPI, ISSN 2076-3417.
  10. Nicholaus, I. T., and Kang, D.-K., "Robust experience replay sampling for multi-agent reinforcement learning," Pattern Recognition Letters, 155:135-142, March 2022, Elsevier, ISSN: 0167-8655.
  11. Ho, J., Lee, B.-G., and Kang, D.-K., "Attack-less Adversarial Training for a Robust Adversarial Defense," Applied Intelligence, 52:4364-4381, 2022, Springer, ISSN: 0924-669X (print version), ISSN: 1573-7497 (electronic version).
  12. Mohanty S., Pattnaik, P. K., Al-Absi, A. A., and Kang, D.-K., "A Review on Planted (l, d) Motif Discovery Algorithms for Medical Diagnose," Sensors, 22(3):1204, 2022, MDPI, ISSN: 1424-8220.
  13. Li, K., and Kang, D.-K., "Enhanced Generative Adversarial Networks with Restart Learning Rate in Discriminator," Applied Sciences, 12(3):1191, 2022, MDPI, ISSN 2076-3417.
  14. Widhianingsih, T. D. A., and Kang, D.-K., "Augmented Domain Agreement for Adaptable Meta-Learner on Few-Shot Classification," Applied Intelligence, 52:7037–7053, 20 September 2021, Springer, ISSN: 0924-669X (print version), ISSN: 1573-7497 (electronic version).
  15. Nicholaus, I. T., Park, J. R., Jung, K., Lee, J.S., and Kang, D.-K., "Anomaly Detection of Water Level Using Deep Autoencoder," Sensors, 21(19):6679, 2021, MDPI, ISSN: 1424-8220.
  16. Mukherjee, P., Pattnaik, P. K., Al-Absi, A. A., and Kang, D.-K., "Recommended System for Cluster Head Selection in Remote Sensor Cloud Environment using Fuzzy Based Multi-Criteria Decision Making Technique," Sustainability, 13(19):10579, 2021, MDPI, ISSN: 2071-1050.
  17. Wang, Z.-Y., and Kang, D.-K., "P-norm Attention Deep CORAL: Extending Correlation Alignment Using Attention and P-norm Loss Function," Applied Sciences, 11(11):5267, 2021, MDPI, ISSN 2076-3417.
  18. Gan, Z. Y., and Kang, D.-K., "Extended Evolutionary Algorithms with Stagnation Based Extinction Protocol," Applied Sciences, 11(8):3461, 2021, MDPI, ISSN 2076-3417.
  19. Yi, A. L. C., and Kang, D.-K., "Experimental analysis of Friend-And-Native based Location Awareness for Accurate Collaborative Filtering," Applied Sciences, 11(6):2510, 2021, MDPI, ISSN 2076-3417.
  20. Pratama, K., and Kang, D.-K., "Trainable Activation Function with Differentiable Negative Side and Adaptable Rectified Point," Applied Intelligence, 51:1784-1801, 2021, Springer, ISSN: 0924-669X (print version), ISSN: 1573-7497 (electronic version).
  21. Ho, J., and Kang, D.-K., "Brick Assembly Networks: An Effective Network for Incremental Learning Problem," Electronics, 9(11):1929, 2020, MDPI, ISSN: 2079-9292.
  22. Tan, F., Park, J. R., Jung, K., Lee, J.S., and Kang, D.-K., "Cascade of One Class Classifiers for Water Level Anomaly Detection," Electronics, 9(6):1012, 2020, MDPI, ISSN: 2079-9292.
  23. Ho, J., Lee, B.-G., and Kang, D.-K., "Uni-Image: Universal Image Construction for Robust Neural Model," Neural Networks, 128:279-287, August 2020, Elsevier B.V., ISSN: 0893-6080.
  24. Sanjaya, P., and Kang, D.-K., "Optimizing Restricted Boltzmann Machine Learning by Injecting Gaussian Noise to Likelihood Gradient Approximation," Applied Intelligence, 49(7):2723-2734, July 2019, Springer, ISSN: 0924-669X (print version), ISSN: 1573-7497 (electronic version).
  25. Cho, E., Kang, H., Kang, D.-K., and Lee, Y., "Myocardial-specific ablation of Jarid2 leads to dilated cardiomyopathy in mice," Journal of Biological Chemistry, 294:4981-4996, March, 2019, American Society for Biochemistry and Molecular Biology, ISSN: 1083-351X (Online).
  26. Al-Absi, A. A., Al-Sammarraie, N. A., Yafooz, W. M. S., and Kang, D.-K., "Parallel Mapreduce: Maximizing Cloud Resource Utilization and Performance Improvement using Parallel Execution Strategies," BioMed Research International, Vol. 2018 (2018), Article ID 7501042, October 2018, Hindawi Publishing Corporation, ISSN: 2314-6133 (Print), ISSN: 2314-6141 (Online).
  27. Poernomo, A., and Kang, D.-K., "Biased Dropout and Crossmap Dropout: Learning towards Effective Dropout Regularization in Convolutional Neural Network," Neural Networks, 104:60-67, August 2018, Elsevier B.V., ISSN: 0893-6080. (Media news about this publication)
  28. Ho, J., and Kang, D.-K., "One-class Naive Bayes with Duration Feature Ranking for Accurate User Authentication using Keystroke Dynamics," Applied Intelligence, 48(6):1547-1564, June 2018, Springer, ISSN: 0924-669X (print version), ISSN: 1573-7497 (electronic version). (SCI, IF:5.3)
  29. Ho, J., and Kang, D.-K., "Mini-Batch Bagging and Attribute Ranking for Accurate User Authentication in Keystroke Dynamics," Pattern Recognition, 70:139-151, October 2017, Elsevier B.V., ISSN: 0031-3203. (SCI, IF:8.518)
  30. Xiang, Z.-L., and Kang, D.-K., "Attribute Weighting for Averaged One-Dependence Estimators," Applied Intelligence, 46(3):616-629, April 2017, Springer, ISSN: 0924-669X (print version), ISSN: 1573-7497 (electronic version). (SCI, IF:5.3)
  31. Wong, A. M. H., and Kang, D.-K., "Stationary Hand Gesture Authentication using Edit Distance on Finger Pointing Direction Interval," Scientific Programming, vol. 2016 (2016), Article ID 7427980, 15 pages, October 2016, Hindawi Publishing Corporation, ISSN: 2314-6133 (Print), ISSN: 2314-6141 (Online).
  32. Xiang, Z.-L., Yu, X.-R., and Kang, D.-K., "Experimental Analysis of Naive Bayes Classifier Based on an Attribute Weighting Framework with Smooth Kernel Density Estimations," Applied Intelligence, 44(3):611-620, April 2016, Springer, ISSN: 0924-669X (print version), ISSN: 1573-7497 (electronic version).
  33. Al-Absi, A. A., and Kang, D.-K., "Long-read Alignment with Parallel MapReduce Cloud Platform," BioMed Research International, Vol. 2015 (2015), Article ID 807407, November 2015, Hindawi Publishing Corporation, ISSN: 2314-6133 (Print), ISSN: 2314-6141 (Online).
  34. Xiang, Z.-L., Yu, X.-R., and Kang, D.-K., "Bayesian Prediction Model Based on Attribute Weighting and Kernel Density Estimations," Mathematical Problems in Engineering, Vol. 2015 (2015), Article ID 170324, July 2015, Hindawi Publishing Corporation, ISSN: 1024-123X (Print), ISSN: 1563-5147 (Online).
  35. Ho, J., and Kang, D.-K., "Sequence Alignment with Dynamic Divisor Generation for Keystroke Dynamics based User Authentication," Journal of Sensors, Vol. 2015 (2015), Article ID 935986, January 2015, Hindawi Publishing Corporation, ISSN: 1687-725X (Print), ISSN: 1687-7268 (Online).
  36. Kim, M.-J., Kang, D.-K. and Kim H., "Geometric Mean based Boosting Algorithm with Over-Sampling to Resolve Data Imbalance Problem for Bankruptcy Prediction," Expert Systems With Applications, 42(3):1074-1082, 15 February 2015, Elsevier B.V., ISSN: 0957-4174.
  37. Hwang, G.-H. and Kang, D.-K., "Design and Analysis of High-Performance Smart Card with HF/UHF Dual-Band RFID Tag and Memory Functions," International Journal of Distributed Sensor Networks, 9(9), Article ID 562954, September 2013, Hindawi Publishing Corporation, ISSN: 1550-1329 (Print), ISSN: 1550-1477 (Online).
  38. Kang, D.-K., "Lightweight and Scalable Intrusion Trace Classification using Inter-element Dependency Models Suitable for Wireless Sensor Network Environment," International Journal of Distributed Sensor Networks, 9(7), Article ID 904953, July 2013, Hindawi Publishing Corporation, ISSN: 1550-1329 (Print), ISSN: 1550-1477 (Online).
  39. Kim, M.-J. and Kang, D.-K., "Classifiers Selection in Ensembles Using Genetic Algorithms for Bankruptcy Prediction," Expert Systems With Applications, 39(10):9308–9314, August 2012, Elsevier B.V., ISSN: 0957-4174.
  40. Kang, D.-K. and Kim, M.-J., "Propositionalized attribute taxonomies from data for data-driven construction of concise classifiers," Expert Systems With Applications, 38(10):12739-12746, September 2011, Elsevier B.V., ISSN: 0957-4174.
  41. Kim, M.-J. and Kang, D.-K., "Ensemble with neural networks for bankruptcy prediction," Expert Systems With Applications, 37(4):3373-3379, April 2010, Elsevier B.V., ISSN: 0957-4174.
  42. Kang, D.-K., and Sohn, K., "Learning decision trees with taxonomy of propositionalized attributes," Pattern Recognition, 42(1):84-92, Jan. 2009, Elsevier B.V., ISSN: 0031-3203.
  43. Zhang, J., Kang, D.-K., Silvescu, A., and Honavar, V., "Learning accurate and concise naive Bayes classifiers from attribute value taxonomies and data," Knowledge and Information Systems, 9(2):157-179, March 2006, Springer, ISSN: 0219-1377 (printed version) ISSN: 0219-3116 (electronic version).
  44. Kang, D.-K., Chung, Y.-K., Doh, W.-R., Jung, W., and Park, S.-B., "Applying object modelling technique to automated visual inspection of automotive compressor parts omission," International Journal of Machine Tools and Manufacture, 39(11):1779-1792, August 1999, Elsevier B.V. ISSN: 0890-6955.

Editor of International Standards

  1. "자격증명신뢰기술, 메타버스 보안 등 정보보호 ITU-T 국제표준 우리나라 주도 개발," 대한민국 정책브리핑, 2024년 9월 9일.
  2. "PWI 27573 Privacy protection of user avatar and system avatar interactions in the metaverse," ISO/IEC JTC 1/SC 27, Manchester, UK, Started in April 2024.

Keynote Speaker/Invited Speaker

  1. "Retrieval Augmented Generation for Large Language Models," The 4th International Conference on Mobile Networks and Wireless Communications (ICMNWC-2024), Sri Siddhartha Institute of Technology, Tumkur-Kunigal Rd, Saraswathipuram, Tumakuru, Karnataka, India, 4-5 December 2024.
  2. "Searching for Optimal: Network Architecture Search and Hyper-Parameter Optimization," The Eighth International Conference on Computational Science and Technology 2021, Labuan, Malaysia, 28-29 August 2021.
  3. "Review on Standardization Activities of Artificial Intelligence and its Trustworthiness," IEEE 2020 International Conference on Computer Engineering, Network and Intelligent Multimedia," Institut Teknologi Sepuluh Nopember, Surabaya, Indonesia, 17-18 November 2020.

Journal Editor

  1. Associate Editor of AI+.
  2. Kang, D.-K., "Special Issue: Advances in Deep Learning and Neural Networks: Architectures, Applications, and Challenges," Computers, Materials & Continua (ISSN 1546-2218), 31 July 2025.
  3. Kang, D.-K., "Special Issue: Recent Advances in Automated Machine Learning: 2nd Edition," Applied Sciences (ISSN 2076-3417), 20 April 2025.
  4. Lee, S, and Kang, D.-K., "Special Issue: Deep Learning Technology and Image Sensing: 2nd Edition," Sensors (ISSN 1424-8220), 28 November 2024.
  5. Lee, S, and Kang, D.-K., "Special Issue: Deep Learning Technology and Image Sensing," Sensors (ISSN 1424-8220), 20 April 2024.
  6. Kang, D.-K., "Special Issue: Recent Advances in Automated Machine Learning," Applied Sciences (ISSN 2076-3417), 20 August 2023.
  7. Lee, S, and Kang, D.-K., "Special Issue: Neural Networks and Deep Learning in Image Sensing," Sensors (ISSN 1424-8220), 31 December 2021.
  8. Kang, D.-K., Ho, J., and Singh, D., "Special Issue: Recent Advances in Cryptography and Network Security," Electronics (ISSN 2079-9292), 31 January 2021.

General Chair of Conferences

  1. 2022년도 한국공학교육학회 부산•경남지회 공학교육학술대회, August 25, 2022, 동서대학교 센텀 캠퍼스, 부산, 대한민국.
  2. The 14th International Conference on Intelligent Human Computer Interaction (IHCI-2022), October 20-22, 2022, Tashkent, Uzbekistan.
  3. 2021년도 한국공학교육학회 부산•경남지회 공학교육학술대회, August 26, 2021, 동서대학교 센텀 캠퍼스, 부산, 대한민국.

외부 기고

  1. Isack Thomas Nicholaus, Peter Beatus, 신지용, 강대기, "자동화된 머신러닝 기술 동향: AutoGluon 사례 분석," 정보처리학회지 제28권 제3호 (특집명: AI & Machine Learning), 정보처리학회, 2021년.
  2. 강대기, "적대적 머신러닝 기술 동향," 주간기술동향, 1972 호, 정보통신기술진흥센터, 2020년 11월 11일.
  3. 강대기, "딥러닝을 위한 인공신경망 표준 포맷동향," TTA 저널, 179호, 한국정보통신기술협회, 2018년 10월 10일.
  4. 강대기, "딥 러닝 기반 기계학습 기술 동향," 주간기술동향, 1742호, 정보통신기술진흥센터, 2016년 04월 19일.

Awards and News Media Coverage

  1. 한성대, IEEE SA 3079와 국제표준화 협력 및 표준 전문 인재 양성을 위한 업무협약 체결 (조선일보), 2024년 5월 2일.
  2. 제30회 과학기술우수논문상, 한국과학기술단체총연합회, 연차대회 홈페이지 (kstam.kofst.or.kr), 2020년 7월 3일.
  3. 학술상, (사)한국인터넷방송통신학회, 씨앤모아(Sea & More), 2020년 1월 3일.
  4. 제 38회 스승의 날 유공 포상 수상 (교육부장관 표창), 2019년 5월 15일.
  5. "Biased And Crossmap Dropout Strategies For Convolutional Neural Networks," Science Trends, 2018년 9월 6일.
  6. 총장 표창장 (연구 부문), 동서대학교, 동서대학교, 2018년 2월 20일.
  7. "사상구, ‘2017 구정발전과제 연구용역 심포지엄’ 개최," 아시아뉴스통신, 포커스데일리, 2017년 12월 13일.
  8. "우리제품에 음성비서 채용하기, 인공지능 '음성인식기술' 개발동향 및 도입방안, 전략 세미나," 세미나투데이 , 2017년 4월 24일.
  9. "인공지능 '음성인식 기술' 개발동향과 도입방안 및 전략 세미나," 세미나투데이 , 2017년 2월 20일. (파이낸스 투데이)
  10. 학술상, (사)한국인터넷방송통신학회, 씨앤모아(Sea & More), 2017년 1월 6일.
  11. "[디지털라이프] 딥 러닝(deep learning)," 경남신문 , 2016년 12월 27일.
  12. "AI·바둑 ·기본소득…'알파고'가 불러온 5가지," 포커스뉴스, 2016년 03월 15일.
  13. "[DT광장] 기업들 `빅 데이터`에 관심 갖는 이유," 디지털타임스, 2013년 08월 06일. [원본]
  14. 총장 표창장 (연구 부문), 동서대학교, 동서대학교, 2012년 2월 17일.
  15. "OMA의 Dynamic Content Delivery (DCD) Adaptation," 모바일광고기술포럼 총회, 부산 동서대학교, 2011년 11월 17일. (ZDNet Korea, 디지털 데일리, 아시아 경제)

Invited Talks (초청 강연 및 특강)

  1. "지능형콘텐츠를 위한 생성 AI 표준화 이슈," 지능형콘텐츠표준화포럼 표준기술 워크샵, 제주 시리우스호텔, 2023년 8월 24일.
  2. "지능형콘텐츠를 위한 생성 AI 표준화 이슈," 지능형콘텐츠표준화포럼 표준기술 워크샵, 부산 그랜드조선호텔, 2023년 6월 29일.
  3. "지능형 콘텐츠를 위한 AutoML 표준화," 지능형콘텐츠 표준화 포럼 표준기술 학술세미나, 제주 엠스테이호텔, 2022년 7월 7일.
  4. "지능형 콘텐츠와 인공지능 표준기술 개발 사례," 지능형 콘텐츠 표준기술 워크샵, 부산 웨스틴 조선호텔, 2022년 5월 26일.
  5. "지능형콘텐츠 표준기술," 지능형콘텐츠 표준화 포럼 2021년 연차총회 및 표준기술 세미나, 서울 인터콘티넨탈 호텔, 2021년 12월 1일.
  6. "AI인증의 표준화를 위한 제언," 지능형콘텐츠 표준화 포럼 표준기술 학술세미나, 제주 엠스테이호텔, 2021년 11월 18일.
  7. "스마트 철도와 인공지능," 스마트철도표준화포럼 표준기술워크샵, 제주 해비치호텔&리조트, 2021년 11월 11일.
  8. "지능형콘텐츠 신뢰성 연구 발표," 지능형콘텐츠 표준화 포럼 표준기술 학술세미나, 서울 인터콘티넨탈 호텔, 2021년 10월 26일.
  9. "인공지능 표준화와 공정한 머신러닝," 지능형콘텐츠표준화포럼 총회, 부산 웨스틴 조선호텔, 2020년 11월 9일.
  10. "강화학습에 의한 지능형 콘텐츠를 향하여," 지능형콘텐츠표준화포럼 총회, 서울 두원빌딩, 2019년 12월 12일.
  11. "인공지능과 산업기밀 보호," 국제산업기밀보호관리사, 동서대학교, 2019년 11월 20일.
  12. "인공지능과 딥러닝," 부산진고등학교 웅진과학아카데미, 부산진고등학교, 2019년 9월 3일.
  13. "인공지능과 딥러닝," 금요일에 과학터치 강연, 센텀시티 부산디자인센터 4층 강연장, 2019년 8월 30일. (강의 동영상)
  14. "인공지능과 딥러닝," OMA SpecWorks CD Work Group Interim Meeting, 부산 해운대 파라다이스 호텔 시드니 룸, 2019년 8월 8일.
  15. "그래프 컨볼루션 네트워크를 이용한 프로틴 인터페이스 예측," 의료 수학 모델링 여름학교, 대전 국가수리과학연구소, 2019년 7월 4일.
  16. "딥러닝과 머신러닝 소개," 한화투자증권, 여의도 한화투자증권 본사, 2019년 3월 26일.
  17. "Neural Network Exchange Format (NNEF) 및 Open Neural Network eXchange (ONNX) 포맷 분석," 전자통신연구원, 부산 해운대 그랜드 호텔, 2018년 12월 20일.
  18. "인공지능과 산업기밀 보호," 국제산업기밀보호관리사, 동서대학교, 2018년 12월 19일.
  19. "머신러닝을 위한 R 프로그래밍," (주)비즈머스, 대전시 서구 괴정동 KT 인재개발원, 2018년 4월 20일.
  20. "융합형 인공지능프로그램 활용전문가 교육," 동아대학교 미래신직업군 전문인력양성사업단, 동아대학교 부민캠퍼스 (부산 서구 부민동2가) 종합강의동, 2017년 9월 12일~2017년 11월 16일.
  21. "딥러닝을 위한 JAVA 프로그래밍," 부산글로벌IT교육센터 교육과정, 부산정보산업진흥원, 2017년 8월 23일~2017년 8월 25일.
  22. "딥러닝을 위한 텐서플로우 프로그래밍," 부산글로벌IT교육센터 교육과정, 부산정보산업진흥원, 2017년 7월 19일~2017년 7월 21일.
  23. "RBM과 DBN," 딥러닝 알고리즘 Workshop 2기, 패스트캠퍼스, 2017년 6월 24일.
  24. "인공지능 기반의 음성인식 분야에서의 딥러닝 알고리즘의 적용방법," 제2차 인공지능 기반의 음성인식 기술 개발동향과 도입방안 및 전략 세미나, 서울 여의도 사학연금회관, 산업교육연구소, 2017년 5월 31일. (SITEC 전략품목교육센터)
  25. "인공지능, 머신러닝, 딥러닝 입문과정 1차," 서울벤처대학원대학교, 2017년 5월 17일-19일.
  26. "인공지능 기반의 음성인식 분야에서의 딥러닝 알고리즘의 적용방법," 인공지능 기반의 음성인식 기술 개발동향과 도입방안 및 전략 세미나, 서울 여의도 사학연금회관, 산업교육연구소, 2017년 3월 29일.
  27. "정보보호론," 국제산업기밀보호관리사, 동서대학교, 2017년 3월 22일.
  28. "Convolutional neural network (CNN) 과 Deep belief network (DBN) 소개 및 실습," 제1회 딥러닝 컨퍼런스, 서울 중구 소공동 더플라자호텔, 2017년 2월 17일. (강의 동영상 1편, 2편)
  29. "알파고와 구글 딥마인드," IoT 오픈플랫폼 OCEAN 기술세미나, 제주대학교, 2016년 12월 19일.
  30. "기계학습을 위한 R 프로그래밍," 부산글로벌IT교육센터 교육과정, 부산정보산업진흥원, 2016년 8월 8일~2016년 8월 10일.
  31. "Algorithmic and Evolutionary Game Theory and their Applications in Internet of Things," In the 15th Conference on Advanced Communication Technology (ICACT 2013), Phoenix Park, South Korea, Jan 27~30, 2013.
  32. "OMA의 Dynamic Content Delivery (DCD) Adaptation," 모바일광고기술포럼 총회, 부산 동서대학교, 2011년 11월 17일. (신문기사 링크들 : ZDNet Korea, 디지털 데일리, 아시아 경제)
  33. "모바일 광고기술 표준 동향과 문맥 광고," 모바일광고기술포럼 총회, 서울 리츠 칼튼 호텔, 2009년 10월 30일.

SCOPUS 및 국내 저널

  1. Soekamto, Y. S., Limanjaya, L. C., Purwanto, Y. K., Choi, B., Song, S.-K., and Kang, D.-K., "Optimizing Information Retrieval in Dark Web Academic Literature: A Study Using KeyBERT for Keyword Extraction and Clustering," International Journal of Internet, Broadcasting and Communication (IJIBC), 16(4), November 2024, The Institute of Internet, Broadcasting and Communication, ISSN: 2288-4920 (Print), ISSN: 2288-4939 (Online). (학진 등재)
  2. Purwanto, Y. K. , and Kang, D.-K., "Multi-Agent Deep Reinforcement Learning for Fighting Game: A Comparative Study of PPO and A2C," International Journal of Internet, Broadcasting and Communication (IJIBC), 16(3), August 2024, The Institute of Internet, Broadcasting and Communication, ISSN: 2288-4920 (Print), ISSN: 2288-4939 (Online). (학진 등재)
  3. Soekamto, Y. S., Kang, D.-K., "Intelligent Warehousing: Comparing Cooperative MARL Strategies," International Journal of Internet, Broadcasting and Communication (IJIBC), 16(3), August 2024, The Institute of Internet, Broadcasting and Communication, ISSN: 2288-4920 (Print), ISSN: 2288-4939 (Online). (학진 등재)
  4. Kang, D.-K., "Comparative Study of Ship Image Classification using Feedforward Neural Network and Convolutional Neural Network," International Journal of Internet, Broadcasting and Communication (IJIBC), 16(3), August 2024, The Institute of Internet, Broadcasting and Communication, ISSN: 2288-4920 (Print), ISSN: 2288-4939 (Online). (학진 등재)
  5. Purwanto, Y. K. , Lee, S.-H., and Kang, D.-K., "Evaluating Chest Abnormalities Detection: YOLOv7 and Detection Transformer with CycleGAN Data Augmentation," International Journal of Advanced Smart Convergence (IJASC), 13(2):195-204, June 2024, The Institute of Internet, Broadcasting and Communication, ISSN: 2288-2847 (Print), ISSN: 2288-2855 (Online). (학진 등재)
  6. Imanuel, I., Kang, D.-K., and Lee, S.-H., "Denoising Diffusion Null-space Model and Colorization based Image Compression," International Journal of Internet, Broadcasting and Communication (IJIBC), 16(2):22-30, May 2024, The Institute of Internet, Broadcasting and Communication, ISSN: 2288-4920 (Print), ISSN: 2288-4939 (Online). (학진 등재)
  7. Sun, H., and Kang, D.-K., "Design of A High-Speed Data Transmission System for Satellite Ground Inspection Trial," International Journal of Advanced Smart Convergence (IJASC), 12(4)26-34, Dec. 2023, The Institute of Internet, Broadcasting and Communication, ISSN: 2288-2847 (Print), ISSN: 2288-2855 (Online). (학진 등재)
  8. Enkhtuya, T., and Kang, D.-K., "Bankruptcy Prediction with Explainable Artificial Intelligence for Early-Stage Business Models," International Journal of Internet, Broadcasting and Communication (IJIBC), 15(3):58-65, August 2023, The Institute of Internet, Broadcasting and Communication, ISSN: 2288-4920 (Print), ISSN: 2288-4939 (Online). (학진 등재)
  9. Darkwah, Y., Jr., and Kang, D.-K., "Triplet Class-Wise Difficulty-Based Loss for Long Tail Classification," International Journal of Internet, Broadcasting and Communication (IJIBC), 15(3):66-72, August 2023, The Institute of Internet, Broadcasting and Communication, ISSN: 2288-4920 (Print), ISSN: 2288-4939 (Online). (학진 등재)
  10. Enkhtuya, T., and Kang, D.-K., "Experimental Analysis of Bankruptcy Prediction with SHAP framework on Polish Companies," International Journal of Advanced Smart Convergence (IJASC), 12(1):53-58, Mar. 2023, The Institute of Internet, Broadcasting and Communication, ISSN: 2288-2847 (Print), ISSN: 2288-2855 (Online). (학진 등재)
  11. Mathayo, P. B., and Kang, D.-K., "Beta and Alpha Regularizers of Mish Activation Functions for Machine Learning Applications in Deep Neural Networks," International Journal of Internet, Broadcasting and Communication (IJIBC), 14(1), Feb. 2022, The Institute of Internet, Broadcasting and Communication, ISSN: 2288-4920 (Print), ISSN: 2288-4939 (Online). (학진 등재)
  12. Han, M.-G., and Kang, D.-K., "Roadmap Toward Certificate Program for Trustworthy Artificial Intelligence," International Journal of Advanced Smart Convergence (IJASC), 10(3):59-65, Sep. 2021, The Institute of Internet, Broadcasting and Communication, ISSN: 2288-2847 (Print), ISSN: 2288-2855 (Online). (학진 등재)
  13. Iqbal, S. M., and Kang, D.-K., "Subword Neural Language Generation with Unlikelihood Training," International Journal of Internet, Broadcasting and Communication (IJIBC), 12(2):45-50, May 2020, The Institute of Internet, Broadcasting and Communication, ISSN: 2288-4920 (Print), ISSN: 2288-4939 (Online). (학진 등재)
  14. Tan, F. H. S., and Kang, D.-K., "Learning Deep Representation by Increasing ConvNets Depth for Few Shot Learning," International Journal of Advanced Smart Convergence (IJASC), 8(4):75-81, Dec. 2019, The Institute of Internet, Broadcasting and Communication, ISSN: 2288-2847 (Print), ISSN: 2288-2855 (Online). (학진 등재)
  15. Widhianingsih, T. D. A., and Kang, D.-K., "Weighted Fast Adaptation Prior on Meta-Learning," International Journal of Advanced Smart Convergence (IJASC), 8(4):68-74, Dec. 2019, The Institute of Internet, Broadcasting and Communication, ISSN: 2288-2847 (Print), ISSN: 2288-2855 (Online). (학진 등재)
  16. Li, K., and Kang, D.-K., "FAST-ADAM in Semi-Supervised Generative Adversarial Networks," International Journal of Internet, Broadcasting and Communication (IJIBC), 11(4):31-36, Nov. 2019, The Institute of Internet, Broadcasting and Communication, ISSN: 2288-4920 (Print), ISSN: 2288-4939 (Online). (학진 등재)
  17. Wang, Z.-Y., and Kang, D.-K., "Experimental Analysis of Equilibrization in Binary Classification for Non-Image Imbalanced Data Using Wasserstein GAN," International Journal of Internet, Broadcasting and Communication (IJIBC), 11(4):37-42, Nov. 2019, The Institute of Internet, Broadcasting and Communication, ISSN: 2288-4920 (Print), ISSN: 2288-4939 (Online). (학진 등재)
  18. Kang, D.-K. and Han, M.-G., "Heterogeneous Ensemble of Classifiers from Under-Sampled and Over-Sampled Data for Imbalanced Data," International Journal of Advanced Smart Convergence (IJASC), 8(1):75-81, March 2019, The Institute of Internet, Broadcasting and Communication, ISSN: 2288-2847 (Print), ISSN: 2288-2855 (Online). (학진 등재)
  19. Abduljalil, S., and Kang, D.-K., "Understanding Game-players Preferences and Satisfactions with Online Social Network Games: An Empirical Evaluation Using Verbal Protocol Analysis," International Journal of Pure and Applied Mathematics, Volume 118 No. 24, 2018, ISSN: 1311-8080 (Print), ISSN: 1314-3395 (Online). (SCOPUS)
  20. Agrawal, G., and Kang, D.-K., "Wine Quality Classification with Multilayer Perceptron," International Journal of Internet, Broadcasting and Communication (IJIBC), 10(2):25-30, May 2018, The Institute of Internet, Broadcasting and Communication, ISSN: 2288-4920 (Print), ISSN: 2288-4939 (Online). (학진 등재 후보)
  21. Cha, K.H., and Kang, D.-K., "Empirical Analysis of Effective Misuse Intrusion Detection by Trace Classification using Conditional Random Fields," Journal of Engineering and Applied Sciences, 12(23):6514-6518, December 2017, Medwell Publishing, ISSN : 1816-949x (Print), ISSN : 1818-7803 (Online) (SCOPUS)
  22. Ho, J., and Kang, D.-K., "Improvement of the Convergence Rate of Deep Learning by Using Scaling Method," International Journal of Advanced Smart Convergence (IJASC), 6(4):67-72, December 2017, The Institute of Internet, Broadcasting and Communication, ISSN: 2288-2847 (Print), ISSN: 2288-2855 (Online). (학진 등재 후보)
  23. Pratama, K., and Kang, D.-K., "The Effect of Hyperparameter Choice on ReLU and SELU Activation Function," International Journal of Advanced Smart Convergence (IJASC), 6(4):73-79, December 2017, The Institute of Internet, Broadcasting and Communication, ISSN: 2288-2847 (Print), ISSN: 2288-2855 (Online). (학진 등재 후보)
  24. Sinn, S.-W., and Kang, D.-K., "Soccer Transfer Gossip Analysis using Keyword Ranking," International Journal of Advanced Culture Technology (IJACT), 5(4):51-56, December 2017, The Institute of Internet, Broadcasting and Communication. (학진 등재 후보)
  25. Kang, H., and Kang, D.-K., "Long Short Term Memory based Political Polarity Analysis in Cyber Public Sphere," International Journal of Advanced Culture Technology (IJACT), 5(4):57-62, December 2017, The Institute of Internet, Broadcasting and Communication. (학진 등재 후보)
  26. Cha, K.H., and Kang, D.-K., "Experimental Analysis of Hidden Markov Model based Secure Misuse Intrusion Trace Classification and Hacking Detection," Journal of Computer Virology and Hacking Techniques, 13(3):233–238, August 2017, Springer, ISSN: 2263-8733 (Online). (SCOPUS)
  27. Abduljalil, S., and Kang, D.-K., "How Users Interact with Commercial Websites Using Smartphones? : Empirical Investigation Using Protocol Analysis," Indian Journal of Science and Technology, 9(Special Issue 1), December 2016, Indian Society for Education and Environment & Informatics Publishing, ISSN: 0974-5645 (Online). (SCOPUS)
  28. Koka, A., and Kang, D.-K., "Logarithmic Incremental Parameter Tuning of Support Vector Machines for Human Activity Recognition," Indian Journal of Science and Technology, 9(46), December 2016, Indian Society for Education and Environment & Informatics Publishing, ISSN: 0974-5645 (Online). (SCOPUS)
  29. Ho, J., and Kang, D.-K., "Ensemble-By-Session Method on Keystroke Dynamics based User Authentication," International Journal of Internet, Broadcasting and Communication (IJIBC), 8(4), November 2016, The Institute of Internet, Broadcasting and Communication, ISSN: 2288-4920 (Print), ISSN: 2288-4939 (Online). (학진 등재 후보)
  30. Ho, J., and Kang, D.-K., "Mini-Batch Ensemble Method on Keystroke Dynamics based User Authentication," International Journal of Advanced Smart Convergence (IJASC), 5(3):40-46, September 2016, The Institute of Internet, Broadcasting and Communication, ISSN: 2288-2847 (Print), ISSN: 2288-2855 (Online). (학진 등재 후보)
  31. Sanjaya, P., and Kang, D.-K., "Could Decimal-binary Vector be a Representative of DNA Sequence for Classification?," International Journal of Advanced Smart Convergence (IJASC), 5(3):8-15, September 2016, The Institute of Internet, Broadcasting and Communication, ISSN: 2288-2847 (Print), ISSN: 2288-2855 (Online). (학진 등재 후보)
  32. Poernomo, A., and Kang, D.-K., "Content-Aware Convolutional Neural Network for Object Recognition Task," International Journal of Advanced Smart Convergence (IJASC), 5(3):1-7, September 2016, The Institute of Internet, Broadcasting and Communication, ISSN: 2288-2847 (Print), ISSN: 2288-2855 (Online). (학진 등재 후보)
  33. Wong, A. M. H., and Kang, D.-K., "Game Layout and Artificial Intelligence Implementation in Mobile 3D Tower Defense Game," International Journal of Security and Networks, 10(1), April 2015, Inderscience Publishers, ISSN 1747-8405. (SCOPUS)
  34. Al-Absi, A. A., and Kang, D.-K., "Relational Database Normalization Algorithm: A TAM Database Analyst Technique," Information Journal, 17(7A):3223-3228, July 2014, International Information Institute, ISSN 1344-8994. (SCOPUS)
  35. Sinha, T., and Kang, D.-K., "Experimental Analysis Based on Feature Engineering Techniques for Effective Polarity Identification on E-Commerce User Reviews," Information Journal, 17(7A):3217-3222, July 2014, International Information Institute, ISSN 1344-8994. (SCOPUS)
  36. Kang, D.-K., "Applying decision tree algorithms for analyzing HS-VOSTS questionnaire results," Journal of Engineering Education Research, 15(4), July 2012, KSEE, ISSN : 1738-6454. (Selected papers in ACEE 2011) (학진 등재)
  37. Gan, Z. Y., and Kang, D.-K., "Fusion of Hierarchical Behavior-based Actions in Mobile Robot using Fuzzy Logic," International Journal of Information and Communication Engineering, 10(2), June 2012, The Korean Institute of Information and Commucation Engineering, ISSN : 2234-5973. (학진 등재)
  38. 강대기, "기초적인 프로그래밍 교육을 위한 컴퓨터 언어의 특성 및 개발 환경의 임상적 비교 분석," 공학교육연구 15권 3호 66-71쪽, 한국공학교육학회, 2012년 5월, ISSN : 1738-6454. (2011년 한국공학교육학회 부산경남지회 학술회의 우수 논문) (학진 등재)
  39. Kang, D.-K., and Kang, J. J., "Bi-directional fault analysis of evaporator inspection system," Journal of Advanced Smart Convergence, 1(1), May 2012, The Institute of Webcasting, Internet and Telecomunication, ISSN : 2287-254X.
  40. Abduljalil, S., and Kang, D.-K., "Effectiveness of Simultaneous Blending of User Experience and System Development Lifecycle Models in Application Developments," International Journal of Software Engineering and Its Applications, 6(2):167-172, April, 2012. (SCOPUS)
  41. Kang, D.-K., and Kang, P., "Intrusion Trace Classification using Inter-element Dependency Models with k-Truncated Generalized Suffix Tree," International Journal of Security and Its Applications, 6(2):385-390, April, 2012. (SCOPUS)
  42. Hwang, G.-H., and Kang, D.-K., "Systematic Design of High-Performance Smart Card with HF/UHF Dual-Band RFID Tag," International Journal of Smart Home, 6(2):83-88, April, 2012. (SCOPUS)
  43. 강대기, 차경환, "스마트 디바이스에서 증강 현실 기반 3차원 게임 설계를 위한 고려 사항 분석," 정보기술융합연구 3권 2호, 한국정보기술융합학회, 2011년 12월. (2011 Summer IT Convergence Service & Application for Future Environment; ITCON 2011 우수 논문)
  44. Tan, C.-T., Hwang, G.-H., and Kang, D.-K., "Game Transformation from Non-Augmented Reality to Augmented Reality," International Journal of Maritime Information and Communication Sciences, 9(5), Oct. 2011, KIMICS, ISSN : 1738-0235. (학진 등재)
  45. Ng, C. J., Hwang, G.-H., and Kang, D.-K., "Improving the rendering speed of 3D model animation on smart phones," International Journal of Maritime Information and Communication Sciences, 9(3), Jun. 2011, KIMICS, ISSN : 1738-0235. (학진 등재)
  46. Abduljalil, S., Hwang, G.-H., and Kang, D.-K., "Study of Social Network Site Interactivity to Identify and Avert Usability Flaws for Effective User’s Experience," International Journal of Maritime Information and Communication Sciences, 9(3), Jun. 2011, KIMICS, ISSN : 1738-0235. (학진 등재)
  47. Abduljalil, S. and Kang, D.-K., "Effective Model and Methods for Analysing Human Factors in Software Design for Efficient User Experience," International Journal of Maritime Information and Communication Sciences, 9(1), Feb. 2011, KIMICS, ISSN : 1738-0235. (학진 등재)
  48. Abduljalil, S. and Kang, D.-K., "Legacy of smart device, social network, and ubiquitous E-class system," International Journal of Maritime Information and Communication Sciences, 9(1), Feb. 2011, KIMICS, ISSN : 1738-0235. (학진 등재)
  49. 조청운, 강대기, "하노이의 탑의 새로운 그래프 시각화에 대한 연구," 한국항행학회논문지 14권 6호, 한국항행학회, 2010년 12월, ISSN : 1226-9026. (학진 등재)
  50. 송승근, 강대기, "3D Full Body Interaction 게임의 동향과 전망," 정보처리학회지 17권 5호, 한국정보처리학회, 2010년 9월, ISSN : 1226-9182.
  51. Kim, M.-J., Kim, H.-B. and Kang, D.-K., "Optimizing SVM Ensembles Using Genetic Algorithms in Bankruptcy Prediction," International Journal of Maritime Information and Communication Sciences, 8(4):370-376, Aug. 2010, KIMICS, ISSN : 1738-0235. (학진 등재)
  52. Kang, D.-K., "A Case Study of Puzzles Solving Applied to Programming Practice," Journal of Engineering Education Research, 13(2):3-6, May 2010, KSEE, ISSN : 1738-6454. (학진 등재)
  53. 강대기, 장원태, "식스 시그마 프로젝트를 위한 결재 시스템 설계," 한국해양정보통신학회논문지 14권 4호, 한국해양정보통신학회, 2010년 4월, ISSN : 1226-6981. (학진 등재)
  54. 강대기, 장원태, "스마트폰 상에서 프로젝트 관리를 위한 소셜 네트워킹 서비스 기반의 일정 통지 및 이슈 추적 시스템," 한국해양정보통신학회논문지 14권 3호, 한국해양정보통신학회, 2010년 3월, ISSN : 1226-6981. (학진 등재)
  55. 강대기, 장원태, "스마트폰 상에서의 개인화 학습을 위한 랭크부스트 알고리즘," 한국해양정보통신학회논문지 14권 1호, 한국해양정보통신학회, 2010년 1월, ISSN : 1226-6981. (학진 등재)
  56. 김명종, 강대기, "부스팅 인공신경망 학습의 기업부실예측 성과 비교," 한국해양정보통신학회논문지 14권 1호, 한국해양정보통신학회, 2010년 1월, ISSN : 1226-6981. (학진 등재)
  57. 강대기, 황기현, "N- 증강 나이브 베이스 알고리즘과 일반화된 k-절단 서픽스 트리를 이용한 확장 가능하고 정확한 침입 탐지 기법," 한국해양정보통신학회논문지 13권 4호 805-812쪽, 한국해양정보통신학회, 2009년 4월, ISSN : 1226-6981. (학진 등재)
  58. 강대기, 차경환, "명제화된 어트리뷰트 택소노미를 이용하는 나이브 베이스 학습 알고리즘," 한국해양정보통신학회논문지 12권 12호 2357-2364쪽, 한국해양정보통신학회, 2008년 12월, ISSN : 1226-6981. (학진 등재)
  59. 강대기, 함호상, 박상봉, "국내의 웹 상의 쇼핑 정보 서비스 분류," 한국CALS/EC학회지 4권 2호, 한국CALS/EC학회, 1999년 9월.
  60. 강대기, 이제선, 함호상, "웹 상의 온라인 비교 쇼핑을 위한 상품 정보 자동 색인 및 검색 시스템의 설계 및 구현에 대한 연구," 한국CALS/EC학회지 3권 2호, 한국CALS/EC학회, 1998년 12월.

International Conferences

  1. Limanjaya, L. C., and Kang, D.-K., "An Empirical Analysis on Reinforcement Learning Algorithms for Stock Trading," Proceedings of The 9th International Conference on Advanced Technology Innovation (ICATI-2024), ANA Crowne Plaza Kanazawa, Kanazawa, Japan, April 3-7, 2024.
  2. Winston, J., and Kang, D.-K., "Empirical Analysis of Data Preprocessing and Reward Shaping for Deep Q Learning in Playing Atari Game," Proceedings of The 8th International Conference on Advanced Technology Innovation (ICATI-2023), Novotel Okinawa Naha, Okinawa, Japan, April 1-5, 2023.
  3. Shin, J. Y., and Kang, D.-K., "A Higher Performing DARTS Model for CIFAR-10," Proceedings of The 14th International Conference on Intelligent Human Computer Interaction (IHCI-2022), Tashkent University of Information Technologies, Tashkent, Uzbekistan, October 20-22, 2022.
  4. Shin, J. Y., and Kang, D.-K., "Performance Difference Of Using Cutout On Search Process In DARTS," Proceedings of The 8th International Integrated Conference & Concert on Convergence (IICCC2022), Mongolia International University(MIU), Ulaanbaatar, Mongolia, July 21-23, 2022. (Best Paper Award)
  5. Kang, D.-K., "Do ANN’s Dream of Digital Sheep?: Pareidolia vs. Adversarial Perturbation," Proceedings of The 8th International Joint Conference on Convergence (IJCC 2022), Maison Glad Jeju Hotel, Jeju, Korea, February 17-19, 2022.
  6. Cherry, D. C., and Kang, D.-K., "Effects of feature dropping on COMPAS with the influence of LIME(Explainable AI)," Proceedings of The 7th International Joint Conference on Convergence (IJCC 2021), Lotte Cinema World Tower, Seoul, Korea, February 18-20, 2021.
  7. Sutanto, A. R., and Kang, D.-K., "A Novel Diminish Smooth L1 Loss Model with Generative Adversarial Network," Proceedings of The 12th International Conference on Intelligent Human Computer Interaction (IHCI-2020), EXCO (Convention & Exhibition), Daegu, South Korea, November 24-26, 2020.
  8. Sutanto, A. R., and Kang, D.-K., "Improving the Visual Quality of Text Effect Transfer Using Smooth L1 Loss," Proceedings of The 8th O2O International Symposium on Advanced and Applied Convergence (ISAAC 2020), COEX (Convention & Exhibition), Seoul, South Korea, November 12-14, 2020. (Best Paper Award)
  9. Lee, S., Shin, J., Kim, T., and Kang, D.-K., "Restaurant Recommendation with Artificial Intelligence equipped Speakers," Proceedings of The 7th Asian Conference on Engineering Education (ACEE 2018), Niigata University, Niigata, Japan, June 24-27, 2018.
  10. Al-Absi, A. A., and Kang, D.-K., "Efficient Memory Utilization on Hadoop MapReduce using Data Reduction," Proceedings of The 14th IEEE/ACIS International Conference on Software Engineering Research, Management and Applications (SERA 2016), Towson University, Towson, Maryland, USA, June 8-10, 2016.
  11. Al-Absi, A. A., and Kang, D.-K., "PCMR: MapReduce based Parallel Computation Model for Big Data Applications in Cloud Environments," Proceedings of The 6th Annual International Conference on ICT: Big Data, Cloud and Security (ICT-BDCS), Singapore, Singapore, July 27-28, 2015.
  12. Kang, D.-K., and Kim, M.-J., "Poisson Model and Bradley Terry Model for Predicting Multiplayer Online Battle Games," Proceedings of The 7th International Conference on Ubiquitous and Future Networks (ICUFN 2015), Sapporo, Japan, July 7 - July 10, 2015.
  13. Xiang, Z.-L., Yu X.-R., and Kang, D.-K., "Mining Restaurants Information by Micro Blog Text Analysis," Proceedings of the 17th Conference on Advanced Communication Technology (ICACT 2015), Phoenix Park, South Korea, July 1~3, 2015.
  14. Xiang, Z.-L., Yu X.-R., and Kang, D.-K., "Wrapper Induction of News Information for Feeding to Social Networking Service on Smartphone," Proceedings of the 17th Conference on Advanced Communication Technology (ICACT 2015), Phoenix Park, South Korea, July 1~3, 2015.
  15. Yu, X.-R., Xiang, Z.-L., and Kang, D.-K., "Classification of Chinese-To-English Translated Social Network Timelines using Naive Bayes," Proceedings of the 17th Conference on Advanced Communication Technology (ICACT 2015), Phoenix Park, South Korea, July 1~3, 2015.
  16. Ji, C., and Kang, D.-K., "Detecting the Spam Review Using Tri-training," Proceedings of the 17th Conference on Advanced Communication Technology (ICACT 2015), Phoenix Park, South Korea, July 1~3, 2015.
  17. Ji, C., and Kang, D.-K., "Detecting Spamming Stores by Analyzing Their Suspicious Behaviors," Proceedings of the 17th Conference on Advanced Communication Technology (ICACT 2015), Phoenix Park, South Korea, July 1~3, 2015.
  18. Al-Absi, A. A., and Kang, D.-K., "A Novel Parallel Computation Model with Efficient Local Memory Management for Data-intensive Applications," Proceedings of The 8th IEEE International Conference on Cloud Computing (IEEE CLOUD 2015), New York, USA, June 27 - July 2, 2015. (BK21+ Computer Science IF 1.0, Code#: BKCS0132, Acceptance Rate: 15%)
  19. Al-Absi, A. A., Kang, D.-K., and Kim, M.-J., "Enhancing Dataset Processing in Hadoop YARN Performance for Big Data Applications," Proceedings of The 10th International Conference on Future Information Technology (FutureTech 2015), Hanoi, Vietnam, May 18-20, 2015.
  20. Ho, J., and Kang, D.-K., "Sequence Alignment of Dynamic Intervals for Keystroke Dynamics based User Authentication," Proceedings of Joint 7th International Conference on Soft Computing and Intelligent Systems and 15th International Symposium on Advanced Intelligent Systems, Kitakyushu, Japan, December 3-6, 2014, pp 1433-1438.
  21. Xiang, Z., Yu, X., Wong, A. M. H., and Kang, D.-K., "Novel Naive Bayes Based on Attribute Weighting in Kernel Density Estimation," Proceedings of Joint 7th International Conference on Soft Computing and Intelligent Systems and 15th International Symposium on Advanced Intelligent Systems, Kitakyushu, Japan, December 3-6, 2014, pp 1439-1442.
  22. Wong, A. M. H., Kow, J. J. L., Cha, K.-H., and Kang, D.-K., "Intelligent Control of Non Player Characters in Mobile 3D Tower Defense Game," Proceedings of the 1st International Conference on Contents, Platform, Network and Device, Busan, Korea, July 10-13, 2014, pp 137-140.
  23. Koka, A., and Kang, D.-K., "Optimized Support Vector Machines for Human Activity Recognition," Proceedings of the 2013 International Conference on Fuzzy Theory and Its Applications (iFUZZY2013), Taipei, Taiwan, Dec. 6-8, 2013.
  24. Kang, D.-K., "Effective Term Evaluation by Bayesian Model Selection Criteria," Proceedings of the 2013 International Conference on Fuzzy Theory and Its Applications (iFUZZY2013), Taipei, Taiwan, Dec. 6-8, 2013.
  25. Kang, D.-K., "Effective Opinion Mining using Naive Bayes Classifiers," Proceedings of the 14th International Symposium on Advanced Intelligent Systems, Daejeon, South Korea, Nov. 13 - 16, 2013.
  26. Sinha, T., Banka, A., and Kang, D.-K., "Leveraging User Profile Attributes for Improving Pedagogical Accuracy of Learning Pathways," Proceedings of 3rd Annual International Conference on Education & e-Learning (EeL 2013), Singapore, Aug. 26~27, 2013. (Ulrichsweb, EBSCO, CrossRef, ProQuest).
  27. Kim, M.-J. and Kang, D.-K., "Geometric Mean based Boosting Algorithm to Resolve Data Imbalance Problem," Proceedings of 2013 Pacific Asia Conference on Information Systems (PACIS 2013), Jeju Island, South Korea, June 18~22, 2013.
  28. Koka, A., Cha, K.-H., and Kang, D.-K., "Regularization Parameter Tuning Optimization Approach in Logistic Regression," Proceedings of the 15th Conference on Advanced Communication Technology (ICACT 2013), Phoenix Park, South Korea, Jan 27~30, 2013. (SCOPUS, INSPEC, Engineering Index (EI), Conference Proceedings Citation Index (CPCI))
  29. Abduljalil, S., Hwang, G.-H., and Kang, D.-K., "Modified Intensive Prototype Model for Better User Experience and Usability Improvements in Software and Web Application Design and Development," Proceedings of the 7th International Conference on Ubiquitous Information Technologies & Applications (CUTE 2012), Hong Kong, China, Dec. 20 - 22, 2012; Y.-H. Han et al. (eds.), Ubiquitous Information Technologies and Applications, Lecture Notes in Electrical Engineering 214. (indexed by EI and SCOPUS)
  30. Abduljalil, S., Hwang, G.-H., and Kang, D.-K., "Hybrid Application of Food Distribution: Mixture of User Experience and Systems Development Lifecycle Models," Proceedings of the 2012 International Conference on Information Science and Technology (IST 2012), Shanghai, China, April 28-30, 2012.
  31. Kang, D.-K., and Kang, P., "Scalable and Accurate Intrusion Trace Classification using Inter-element Dependency Models," Proceedings of the 2012 International Conference on Information Science and Technology (IST 2012), Shanghai, China, April 28-30, 2012. (Best Paper Award)
  32. Hwang, G.-H., and Kang, D.-K., "High-Performance Smart Card with HF/UHF Dual-Band RFID Tag and Memory Functions," Proceedings of the 2012 International Conference on Information Science and Technology (IST 2012), Shanghai, China, April 28-30, 2012.
  33. Koka, A., Hwang, G.-H., and Kang, D.-K., "Advanced Electronics Based Smart Mobility Aid for the Visually Impaired Society," Proceedings of the 14th Conference on Advanced Communication Technology (ICACT 2012), Phoenix Park, South Korea, February 19~22, 2012. (SCOPUS, INSPEC, Engineering Index (EI), Conference Proceedings Citation Index (CPCI))
  34. Abduljalil, S., Hwang, G.-H., and Kang, D.-K., "T-Model for Evaluation and Identification of Social Network Site Usability Drawbacks and for User Experience Enhancements," Proceedings of the International Conference on User Science & Engineering 2011 (i-USEr 2011), Kuala Lumpur, Malaysia, Nov. 29 ~ Dec. 2, 2011. (IEEE eXplore)
  35. Abduljalil, S., Cha, K.-H., and Kang, D.-K., "Evaluation of Online Social Network Games Usability Using Verbal Protocol Analysis," Proceedings of the 6th International Conference on Computer Sciences and Convergence Information Technology (ICCIT 2011), Jeju Island, South Korea, Nov. 29 ~ Dec. 1, 2011. (IEEE eXplore, Ei Compendex)
  36. Kang, D.-K., "Applying Decision Tree Algorithms for analyzing HS-VOSTS Questionnaire Result," Proceedings of the 2nd Asian Conference on Engineering Education 2011 (ACEE 2011), The University of Tokushima, Tokushima, Japan, Oct. 7~9, 2011.
  37. Salah, S., Abduljalil, S., Sug, H., Kang, D.-K., and Lee, H., "Performance Analysis of Intrusion Detection Systems for Smartphone Security Enhancements," Proceedings of 2011 International Conference on Mobile IT Convergence (ICMIC 2011), Gumi, South Korea, September 26 ~ 28, 2011. (SCOPUS, IEEE eXplore, Ei Compendex)
  38. Abduljalil, S. and Kang, D.-K., "Analysis of Human Factors in Software Application Design for Effective User Experience," Proceedings of the 13th Conference on Advanced Communication Technology (ICACT 2011), Phoenix Park, South Korea, February 13~16, 2011. (SCOPUS, INSPEC, Engineering Index (EI), Conference Proceedings Citation Index (CPCI))
  39. Kang, D.-K., "Tractatus Smart Fabrica," Proceedings of International Conference on Convergence Content 2010 (ICCC 2010), Tezukayama University, Nara, Japan, December 17~19, 2010.
  40. Kang, D.-K., "Incomplete Prolegomena to Any Future Smart Devices," Proceedings of The International Workshop on Mobile Content 2010 (IWMC 2010), Tezukayama University, Nara, Japan, December 18, 2010.
  41. Kang, D.-K. and Kim, M.-J., "Performance Enhancement of SVM Ensembles Using Genetic Algorithms in Bankruptcy Prediction," Proceedings of the 3rd International Conference on Advanced Computer Theory and Engineering (ICACTE 2010), Chengdu, China, August 20-22, 2010. (SCOPUS, IEEE eXplore, Ei Compendex, ISI Thomson)
  42. Kang, D.-K., "Puzzle Solving as a Programming Practice," Proceedings of the Asia Conference on Engineering Education 2009 (ACEE2009), Busan, Korea, Oct. 28-30, 2009.
  43. Kim, M.-J. and Kang, D.-K., "Ensemble with Neural Networks for Bankruptcy Prediction ," Proceedings of the 10th International Symposium on Advanced Intelligent Systems (ISIS 2009), Busan, Korea, Aug. 17-19, 2009.
  44. Kang, D.-K., and Sohn, K., "Wrapper Induction Based on Minimum Description Length using a Suffix Tree," Proceedings of the 22nd International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC 2007), Busan, Korea, July 8-11, 2007. [ PDF ]
  45. Vasile, F., Silvescu, A., Kang, D.-K., and Honavar, V., "TRIPPER: Rule learning using taxonomies," Proceedings of the Tenth Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2006), Singapore, April 9-12, 2006; Lecture Notes in Artificial Intelligence, Vol. 3918, pp. 55-59, 2006, Springer-Verlag. [ bib, PDF ]
  46. Kang, D.-K., Silvescu, A., and Honavar, V., "RNBL-MN: A Recursive Naive Bayes Learner for Sequence Classification," Proceedings of the Tenth Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2006), Singapore, April 9-12, 2006; Lecture Notes in Artificial Intelligence, Vol. 3918, pp. 45-54, 2006, Springer-Verlag. [ bib, PDF ]
  47. Kang, D.-K., Zhang, J., Silvescu, A., and Honavar, V., "Multinomial Event Model Based Abstraction for Sequence and Text Classification," Proceedings of Symposium on Abstraction, Reformulation, and Approximation (SARA-2005), Edinburgh, Scotland, UK, July 26-29, 2005; Lecture Notes in Artificial Intelligence, Vol. 3607, pp. 134-148, 2005, Springer-Verlag. [ bib, PDF ]
  48. Kang, D.-K., Fuller, D., and Honavar, V., "Learning Classifiers for Misuse Detection Using a Bag of System Calls Representation," Proceedings of IEEE International Conference on Intelligence and Security Informatics (ISI-2005), Atlanta, GA, USA, May 19-20, 2005; Lecture Notes in Computer Science, Vol. 3495, pp. 511-516, 2005, Springer-Verlag. [ bib ]
  49. Kang, D.-K., Silvescu, A., Zhang, J., and Honavar, V., "Generation of Attribute Value Taxonomies from Data for Data-Driven Construction of Accurate and Compact Classifiers," Proceedings of the 4th IEEE International Conference on Data Mining (ICDM '04), Brighton, UK, November 1, 2004. (BK21+ Computer Science IF 2.0, Code#: BKCS0043, Acceptance Rate: 8.8%)
  50. Kang, D.-K., Choi, J., "MetaNews: An Information Agent for Gathering News Articles on the Web," Proceedings of the 14th International Symposium on Methodologies for Intelligent Systems (ISMIS), Maebashi TERRSA, Maebashi City, Japan, October 28-31, 2003; Lecture Notes in Artificial Intelligence, Vol. 2871, pp. 179-186, 2003, Springer-Verlag. [ bib, PDF ]
  51. Kang, D.-K., Kim, J.-B., and Ham, H.-S., "HANMAUM - a multi-agent model for customer, merchant, and directory service," Proceedings of the 2nd World Conference of the WWW, Internet, Intranet, Toronto, Canada, October 31 1997.
  52. Kang, D.-K., Chung, Y.-K., Jung, W., Doh, W.-R., and Park, S.-B., "Automated visual inspection of automotive evaporator core using one-to-many template matching," Proceedings of the 2nd International ICSC Symposium on Intelligent Industrial Automation, Nimes, France, September 17 1997.
  53. Kang, D.-K., Kim, J.-B., Sohn, J.-C., and Ham, H.-S., "A world wide web directory service architecture for electronic commerce," Proceedings of the 7th Annual Conference of Internet Society, Kuala Lumpur, Malaysia, June 24, 1997.

International Workshops

  1. Kang, D.-K., "Toward Multiple Generative Adversarial Networks for Data Imbalance Problems," Proceedings of the Intelligent Systems Workshop 2018, Toyama, Japan, Dec. 5-8, 2018.
  2. Al-Absi, A. A., and Kang, D.-K., "Application of Technology Acceptance Model on Database Normalization Algorithm," Proceedings of the 2nd Embedded and Ubiquitous 2013 Workshop, Jeju Island, Korea, Dec. 11-13, 2013.
  3. Sinha, T., and Kang, D.-K., "Statement Level Sentiment Analysis for Polarity Identification in the User Reviews of E-Commerce Products," Proceedings of the 2nd Embedded and Ubiquitous 2013 Workshop, Jeju Island, Korea, Dec. 11-13, 2013.
  4. Kang, D.-K., "Effective Sentiment Analysis based on Term Evaluation by Bayesian Model Selection Criteria," Poster Proceedings of the Workshop on Recent Advances in Computer Vision and Pattern Recognition (RACVPR2013) in Conjunction with the 2nd IAPR Asian Conference on Pattern Recognition (ACPR2013), Okinawa, Japan, Nov. 5th, 2013.
  5. Kang, D.-K., and Sohn, K., "Scalable and Accurate Intrusion Detection using n-Gram Augmented Naive Bayes and Suffix Tree," Proceedings of the 8th International Workshop on Information Security Applications (WISA 2007), Jeju Island, Korea, August 27-29, 2007. (Unofficial Presentation)
  6. Vasile, F., Silvescu, A., Kang, D.-K., and Honavar, V., "TRIPPER: Rule learning using taxonomies," Proceedings of AAAI-05 Workshop on Human Comprehensible Machine Learning, Pittsburgh, Pennsylvania, July 9-13, 2005. [ bib ]
  7. Kang, D.-K., Fuller, D., and Honavar, V., "Learning Classifiers for Misuse and Anomaly Detection Using a Bag of System Calls Representation," Proceedings of 6th IEEE Systems Man and Cybernetics Information Assurance Workshop (IAW, West Point Workshop), West Point, NY, June 15-17, 2005. [ bib, PDF ]
  8. Kang, D.-K., Silvescu, A., Zhang, J., and Honavar, V., "Generation of Attribute Value Taxonomies from Data and Their Use in Data-Driven Construction of Accurate and Compact Naive Bayes Classifiers," Proceedings of ECML/PKDD-2004 Knowledge Discovery and Ontologies Workshop (KDO-2004), Pisa, Italy, September 24, 2004. [ bib ]