Journal Publications

  1. "Fault Detection and Diagnosis Using Self-Attentive Convolutional Neural Networks for Variable-length Sensor Data in Semiconductor Manufacturing", Kim, E., Cho, S., Lee, B., & Cho, M., IEEE Transactions on Semiconductor Manufacturing, May 2019 [2019 서울대학교-삼성전자 산학협력 최우수논문상 수상]
  2. "Product failure prediction with missing data", Seokho Kang, Eunji Kim, Jaewoong Shim, Wonsang Chang, Sungzoon Cho*, International Journal of Production Research, Online publication, Nov 2017
  3. "Stock Price Prediction Through Sentiment Analysis of Corporate Disclosures Using Distributed Representation", Misuk Kim, Eunjeong Lucy Park, and Sungzoon Cho, Intelligent Data Analysis Journal, to appear in Vol. 22(6) December, 2018
  4. "Applying convolution filter to matrix of word-clustering based document representation", Neurocomputing , Younghoon Lee, Jinbae Im, Sungzoon cho, Jinhae Choi, to appear
  5. "Knowledge Extraction and Visualization of Digital Design Process", Jiwon Yang, Eunji Kim, Minhoe Hur, Sungzoon Cho, Myungbin Han, Iksang Suh, Expert Systems with Applications, volume 92, Issue C, February 2018, Pages 206-215
  6. "De-noising documents with a novelty detection method utilizing class vectors in customer-voice classification", Intelligent Data Analysis, Younghoon Lee; Sungzoon Cho, and Jinhae Choi, Vol. 22, no. 4, pp. 717-733, 2018
  7. "Smartphone user segmentation based on app usage sequence with deep neural networks", Younghoon Lee, Inbeom Park, Sungzoon Cho, Jinhae Choi, Telematics and Informatics, Vol. 35, No. 2, Pages 329-339, May 2018
  8. "Ranking Process Parameter Association with Low Yield Wafers Using Spec-out Event Network Analysis, Jiwon Yang, Seungkyung Lee, Seokho Kang, Sungzoon Cho, Younghak Lee, and Haesang Park, Computers in Industrial Engineering, Volume 113, November 2017, Pages 419-424
  9. "Building Industry Network Based on Business Text: Corporate Disclosures and News", Sung Whan Jeon, Hye Jin Lee, and Sungzoon Cho, International Workshop on Big Data for Financial News and Data, Boston, Dec 2017
  10. "Machine learning-based anomaly detection via integration of manufacturing, inspection and after-sales service data", Taehoon Ko, Je Hyuk Lee, Hyunchang Cho, Sungzoon Cho, Wounjoo Lee, Miji Lee, Industrial Management & Data Systems, Vol. 117 Issue: 5, 2017, pp.927-945
  11. "Bag-of-Concepts: Comprehending Document Representation through Clustering Words in Distributed Representation", Han Kyul Kim, Hyunjoong Kim, Sungzoon Cho, Neurocomputing. Volume 266, 29 November 2017, Pages 336-352
  12. "Reliable prediction of anti-diabetic drug failure with a reject option", Seokho Kang, Sungzoon Cho, Su-jin Rhee, Kyung-sang Yu, Pattern Analysis and Applications, Vol. 20, Issue 3, pages 883-891, August 2017
  13. "Mining the relationship between production and customer service data for failure analysis of industrial products", Seokho Kang, Eunji Kim, Jaewoong Shim, Sungzoon Cho*, Wonsang Chang, Junhwan Kim, Computers & Industrial Engineering, Vol. 106, pages 137-146, April 2017
  14. "Virtual Metrology for Copper-Clad Laminate Manufacturing", Misuk Kim, Seokho Kang, Jehyuk Lee, Hyunchang Cho, Jee su Park, Sungzoon Cho, Computers & Industrial Engineering, Volume 109, July 2017, Pages 280–287
  15. "Obtaining calibrated probability by ROC Binning", Meesun Sun*, Sungzoon Cho, Pattern Analysis and Applications, (accepted)
  16. "The Effect of Naive Reinforcement Learning in the Stock Market", Sunghoon Park and Sungzoon Cho, Review of Finance, Vol. 20, Issue 6, Pages 2015-2037, Aug 2016
  17. "Box-office forecasting based on sentiments of movie reviews and independent subspace method", Minhoe Hur; Pilsung Kang, Sungzoon cho, Information Sciences, Volume 372, 1 December 2016, Pages 608–624
  18. "Efficient Feature Selection based on Random Forward Search for Virtual Metrology Modeling", Seokho Kang, Dongil Kim, and Sungzoon Cho, IEEE Trans. on Semiconductor Manufacturing, Vol. 29, Issue 4, November 2016, 391-398
  19. "Detecting financial misstatements with fraud intention using multi-class cost-sensitive learning", Yeonkook J. Kim, Bok Baik, Sungzoon Cho, Expert Systems with Applications, Volume 62, 15 November 2016, Pages 32-43
  20. "Semi-supervised support vector regression based on self-training with label uncertainty: An application to virtual metrology in semiconductor manufacturing", Pilsung Kang, Dongil Kim, Sungzoon Cho*, Expert Systems with Applications, Volume 51, Issue 1, 1 June 2016, Pages 85-106
  21. "Energy-saving decision making framework for HVAC with usage logs", Jooseoung Park, Sungzoon Cho, Seungkyung Lee, Seokho Kang, Young Soo Kim, Ji Young Kim, Dong Seuk Choi, Energy and Buildings, Volume 108, 1 December 2015, Pages 346–357 (SCIE)
  22. "A Study on the Man-hour Prediction System for Shipbuilding", Minhoe Hur, Seung-kyung Lee, Bongseok Kim, Sungzoon Cho, Dongha Lee, and Daehyung Lee, Journal of Intelligent Manufacturing, December 2015, Volume 26, Issue 6, pp 1267-1279
  23. "Optimal construction of one-against-one classifier based on meta-learning", Seokho Kang, Sungzoon Cho, Neurocomputing, Volume 167, Nov 2015, 459-466. (SCIE)
  24. "Using wafer map features to better predict die-level failures in final test", Seokho Kang, Sungzoon Cho, Daewoong An, Jaeyoung Rim, IEEE Transactions on Semiconductor Manufacturing, Volume 28, Issue 3, Aug 2015, Pages 431-437. (SCI)
  25. "Estimating the minority class proportion with the ROC curve using Military Personality Inventory data of the ROK Armed Forces", Meesun Sun, Kwanghyun Choi, Sungzoon Cho, Journal of Applied Statistics, Volume 42, Issue 8, Aug 2015, pages 1677-1689. (SCIE)
  26. "Multi-class classification via heterogeneous ensemble of one-class classifiers", Seokho Kang, Sungzoon Cho, Pilsung Kang, Engineering Applications of Artificial Intelligence, Volume 43, Aug 2015, Pages 35-43. (SCIE)
  27. "A novel multi-class classification algorithm based on one-class support vector machine", Seokho Kang, Sungzoon Cho, Intelligent Data Analysis, Volume 19, Issue 4, July 2015, Pages 713-725. (SCIE)
  28. "Keystroke dynamics-based user authentication using long and free text strings from various input devices", Pilsung Kang, Sungzoon Cho, Information Sciences, Volume 308, Jul 2015, Pages 72-93. (SCI)
  29. "An efficient and effective ensemble of support vector machines for anti-diabetic drug failure prediction", Seokho Kang, Pilsung Kang, Taehoon Ko, Sungzoon Cho, Su-jin Rhee, Kyung-Sang Yu, Expert Systems with Applications, Volume 42, Issue 9, June 2015, Pages 4265-4273. (SCIE)
  30. "Memory die clustering and matching for optimal voltage window in semiconductor", Yongwon Park, Seokho Kang, Sungzoon Cho, IEEE Transactions on Semiconductor Manufacturing, Volume 28, Issue 2, May 2015, Pages 180-187. (SCI)
  31. "추천 시스템 기법 연구동향 분석", 손지은, 김성범, 김현중, 조성준, 대한산업공학회지, Apr 2015, Vol.41, No.2, pp.185-208.
  32. "Selecting an Optimal Set of Keywords for Search Engine Advertising", Minhoe Hur, Songwon Han, Hongtae Kim, and Sungzoon Cho, International Journal of Industrial Engineering: Theory, Applications and Practice, Volume 22, Issue 1, Feb 2015, Pages 62-79. (SCIE)
  33. "Improvement of virtual metrology performance by removing metrology noises in a training dataset", Dongil Kim, Pilsung Kang, Seung-kyung Lee, Seokho Kang, Seungyong Doh, and Sungzoon Cho, Pattern Analysis and Applications, Volume 18, Feb 2015, Pages 173-189. (SCIE)
  34. "Constructing a multi-class classifier using one-against-one approach with different binary classifiers", Seokho Kang, Pilsung Kang, Sungzoon Cho, Neurocomputing, Volume 149, Feb 2015, Pages 677-682. (SCIE)
  35. "KR-WordRank: A Korean word extraction method based on WordRank and unsupervised learning", Hyunjoong Kim, Sungzoon Cho and Pilsung Kang, 대한산업공학회지, 2014, Vol. 40(1): 18-33.
  36. "Evaluating the reliability level of virtual metrology results for flexible process control: A novelty detection-based approach", Pilsung Kang, Dongil Kim, and Sungzoon Cho, Pattern Analysis and Applications, Volume 17, Issue 4, Nov 2014, Pages 863-881. (SCIE)
  37. "Approximating support vector machine with artificial neural network for fast prediction", Seokho Kang, Sungzoon Cho, Expert Systems with Applications, Volume 41, Issue 10, August 2014, Pages 4989-4995. (SCIE)
  38. "Probabilistic local reconstruction for k-NN regression and its application to virtual metrology in semiconductor manufacturing", Seung-kyung Lee, Pilsung Kang, Sungzoon Cho, Neurocomputing, Volume 131, 5 May 2014, Pages 427-439. (SCIE)
  39. "Data based segmentation and summarization for sensor data in semiconductor manufacturing", Eunjeong L. Park, Jooseoung Park, Jiwon Yang, Sungzoon Cho, Young-Hak Lee, Hae-Sang Park, Expert Systems with Applications, Volume 41, Issue 6, May 2014, Pages 2619-2629. (SCIE)
  40. "Knowledge discovery in inspection reports of marine structures", Seung-kyung Lee, Bongseok Kim, Minhoe Hur, Jooseoung Park, Seokho Kang, and Sungzoon Cho, Dongha Lee, Daehyung Lee, Expert Systems with Applications, Volume 41, Issue 4, Part 1, March 2014, Pages 1153-1167. (SCIE)
  41. "Fast Parameterless Ballistic Launch Point Estimation based on k-NN Search", Soojin Kim, Hyunjoong Kim, Sungzoon Cho, Defence Science Journal, Volume 64, No 1, January 2014, Pages 41-47. (SCIE)
  42. "Multivariate Control Charts Based on Hybrid Novelty Scores", Gulanbaier Tuerhong, Seoung Bum kim, Pilsung Kang, and Sungzoon Cho, Communications in Statistics - Simulation and Computation, Volume 43, Issue 1, 2014, pages 115-131. (SCIE)
  43. "Stratified Sampling Design Based on Data Mining", Yeonkook J. Kim, Yoonhwan Oh, Sunghoon Park, Sungzoon Cho, Hayoung Park, Healthcare Informatics Research. Vol 19, No. 3, 186-195, 2013.
  44. "Organizational tenure diversity as predictors of combat performance in ROK army", Soojin Kim, Keunyoung Seo, Seokho Kang, Sungzoon Cho, Military Psychology, Vol 25(4), Jul 2013, Pages 345-353. (SSCI)
  45. "Mining transportation logs for understanding the after-assembly block manufacturing process in the shipbuilding industry", Seung-kyung Lee, Bongseok Kim, Minhoe Hur, Sungzoon Cho, Sungkyu Park, Daehyung Lee, Expert Systems with Applications, Volume 40 Issue 1, January, 2013, Pages 83-95. (SCIE)
  46. 부분궤적의 유사성을 통한 이동객체의 시점 추정 방법, 정원열, 조성준, 한국국방경영분석학회지, 제 37권, 제 4호, p 95~105, 2012.
  47. 자유로운 문자열의 키스트로크 다이나믹스를 활용한 사용자 인증 연구, 강필성, 조성준, 9월호, IE Interface, 2012
  48. "Pattern selection for support vector regression based response modeling", Dongil Kim and Sungzoon Cho, Expert Systems with Applications, Volume 39, Issue 10, August 2012, Pages 8975-8985. (SCIE)
  49. "Support Vector Class Description (SVCD): Classification in Kernel Space", Pilsung Kang and Sungzoon Cho, Intelligent Data Analysis, Volume 16, Number 3, 2012, Pages 351-364. (SCIE)
  50. "Improved response modeling based on Clustering, Under-sampling, and Ensemble", Pilsung Kang, Sungzoon Cho, and Douglas MacLachlan, Expert Systems with Applications, Volume 39, Issue 8, 15 June 2012, Pages 6738-6753. (SCIE)
  51. "Machine learning-based novelty detection for faulty wafer detection in semiconductor manufacturing", Dongil Kim, Pilsung Kang, Sungzoon Cho, Hyoung-joo Lee, Seungyong Doh, Expert Systems with Applications, Volume 39, Issue 4, March 2012, Pages 4075-4083. (SCIE)
  52. "이상치 탐지 방법론을 활용한 반도체 가상 게측 결과의 신뢰도 추정", 강필성, 김동일, 이승경, 도승용, 조성준, 대한산업공학회지, Vol. 38, No. 1, pp. 46-56, March 2012.
  53. "Virtual metrology for run-to-run control in semiconductor manufacturing", Pilsung Kang, Dongil Kim, Hyoung-joo Lee, Seungyong Doh, and Sungzoon Cho, Expert Systems with Applications, Volume 38, Issue 3, March 2011, Pages 2508-2522. (SCIE)
  54. "Semi-Supervised Response Modeling", Hyoung-joo Lee, Hyunjung Shin, Seong-seob Hwang, Sungzoon Cho, and Douglas MacLachlan, Journal of Interactive Marketing, Volume 24, Issue 1, February 2010, Pages 42-54. (SSCI)