SCI/SSCI Journals

  1. Yeon-Jee Jung, Seung-Ho Han, and Ho-Jin Choi, "SLRP: Improved Heatmap Generation via Selective Layer-wise Relevance Propagation", Electronics Letters 20 April 2021. (Accepted: 2020-11-04)
  2. Ahmed Y. Al Hammadi, Dongkun Lee, Chan Yeob Yeun, Ernesto Damiani, Song-Kyoo Kim, Paul D. Yoo, and Ho-Jin Choi, "Novel EEG Sensor-based Risk Framework for the Detection of Insider Threats in Safety Critical Industrial Infrastructure", IEEE Access Vol. 8, pp. 206222-206234, Nov. 2020. [SCIE, IF 3.745] [ISSN 2169-3536]
  3. Minsu Kwon, and Ho-Jin Choi, "Feature embedding and conditional neural processes for data imputation." Electronics Letters Vol. 56 Issue 11, pp. 546-548, May 2020. (ACK KEPCO) [SCIE, IF 1.361] [ISSN 0013-5194]
  4. Bowon Ko, and Ho-Jin Choi, "Twice fine-tuning deep neural networks for paraphrase identification." Electronics Letters Vol. 56 Issue 9, pp. 444-447, Apr. 2020. (ACK KEPCO/Exobrain) [SCIE, IF 1.361] [ISSN 0013-5194]
  5. Young-Seob Jeong, Kyo-Joong Oh, Chung-Ki Cho, Ho-Jin Choi, “Pseudo-random number generation Using LSTMs”, Journal of Supercomputing, Mar 2020. (ACK KEPCO) [SCI, IF 2.469]

International Conferences

  1. Eun Young Rha, Sang Hyuk Im, Jonghwan Hyeon, Ho-Jin Choi, Seungjong Kim, Gilly Yun, Yuchae Jung, Tae-Jung Kim, "Classification of Glioma Subtype from Pathological Images Using Deep Transfer Learning", The 12th International Conference on Computer Science and its Applications (CSA 2020), Jeju, Korea, Dec. 14, 2020
  2. Chae-Gyun Lim, Yuchae Jung, Ho-Jin Choi, "Understanding Temporal Relations for Clinical Trials Based on End-to-End Learning Approach", The 12th International Conference on Computer Science and its Applications (CSA 2020), Jeju, Korea, Dec. 15, 2020
  3. Nyoungwoo Lee, Jehyun Nam, and Ho-Jin Choi, "Anomaly Detection and Visualization for Electricity Consumption Data", 20th IEEE International Conference on Data Mining (ICDM 2020), The 4th International Workshop on Big Data Analysis for Smart Energy (BigData4SmartEnergy 2020), Nov. 17, 2020 (ACK KEPCO)
  4. Young-Jun Lee, Chae-Gyun Lim, and Ho-Jin Choi, “Korean-Specific Emotion Annotation Procedure Using N-Gram-Based Distant Supervision and Korean-Specific-Feature-Based Distant Supervision,” Proc. of the 12th Language Resources and Evaluation Conference (LREC2020), pp. 1603-1610, May 2020.
  5. Minsu Kwon and Ho-Jin Choi, “Learning Low-Rank Representation for Matrix Completion,” Proc. of the 7th IEEE International Conference on Big Data and Smart Computing (BigComp2020), pp. 161-164, Busan, Korea, February 19-22, 2020.
  6. Bowon Ko and Ho-Jin Choi, “Paraphrase Bidirectional Transformer with Multi-Task Learning,” Proc. of the 7th IEEE International Conference on Big Data and Smart Computing (BigComp2020), pp. 217-220, Busan, Korea, February 19-22, 2020.
  7. Young-Jun Lee and Ho-Jin Choi, “Deep Learning Based Response Generation Using Emotion Feature Extraction,” Proc. of the 7th IEEE International Conference on Big Data and Smart Computing (BigComp2020), pp. 255-262, Busan, Korea, February 19-22, 2020. [Best Paper Award]
  8. Seung-Ho Han and Ho-Jin Choi, “Domain-Specific Image Caption Generator with Semantic Ontology,” Proc. of the 3rd International Workshop on Big Data Analysis for Smart Energy (BigData4SmartEnergy2020) in conjunction with the IEEE BigComp2020, pp. 526-530, Busan, Korea, February 19, 2020.
  9. Dongkun Lee, Jehyun Nam, and Ho-Jin Choi, “Deep Electric Pole Anomaly Detection and Unsupervised Description Generation,” Proc. of the 3rd International Workshop on Big Data Analysis for Smart Energy (BigData4SmartEnergy2020) in conjunction with the IEEE BigComp2020, pp. 535-537, Busan, Korea, February 19, 2020.
  10. Young-Jun Lee and Ho-Jin Choi, “Forecasting Building Electricity Power Consumption Using Deep Learning Approach,” Proc. of the 3rd International Workshop on Big Data Analysis for Smart Energy (BigData4SmartEnergy2020) in conjunction with the IEEE BigComp2020, pp. 542-544, Busan, Korea, February 19, 2020.
  11. Chae-Gyun Lim and Ho-Jin Choi, “Deep Learning-Based Analysis on Monthly Household Consumption for Different Electricity Contracts,” Proc. of the 3rd International Workshop on Big Data Analysis for Smart Energy (BigData4SmartEnergy2020) in conjunction with the IEEE BigComp2020, pp. 545-547, Busan, Korea, February 19, 2020.
  12. Minsu Kwon and Ho-Jin Choi, “Implementation of Python-Based Korean Speech Generation Service with Tacotron,” Proc. of the 3rd International Workshop on Dialog Systems (IWDS2020) in conjunction with the IEEE BigComp2020, pp. 551-552, Busan, Korea, February 19, 2020.
  13. Young-Jun Lee and Ho-Jin Choi, “Emotional Response Generation using Conditional Variational Autoencoder,” Proc. of the 3rd International Workshop on Dialog Systems (IWDS2020) in conjunction with the IEEE BigComp2020, pp. 553-554, Busan, Korea, February 19, 2020.
  14. Chae-Gyun Lim and Ho-Jin Choi, “Temporal Relationship Extraction for Natural Language Texts by Using Deep Bidirectional Language Model,” Proc. of the 3rd International Workshop on Dialog Systems (IWDS2020) in conjunction with the IEEE BigComp2020, pp. 555-557, Busan, Korea, February 19, 2020.

Domestic Conferences

  1. Chae-Gyun Lim, Yuchae Jung, Ho-Jin Choi, "End-to-End Temporal Relation Learning Approach for Understanding Medical Event of Clinical Trials Using Deep Neural Networks", 2020 대한의료정보학회 추계학술대회, 서울대학교 시흥캠퍼스, 2020년 11월, (ACK Exobrain/MSS(중소벤처))
  2. Daeyeon Won, Youngjun Lee, Hojin Choi, Yuchae Jung, "A Pre-Trained Discharge Summary BERT with Contrastive Loss for Clinical Natural Language Processing", 2020 대한의료정보학회 추계학술대회, 서울대학교 시흥캠퍼스, 2020년 11월
  3. Tak-Hee Kim, Young-Jun Lee, Ho-Jin Choi, Yu-Chae Jung, "Natural Language Understanding of Clinical Trials Chatbot using Joint KoBERT", 2020 대한의료정보학회 추계학술대회, 서울대학교 시흥캠퍼스, 2020년 11월
  4. 이영준, 최호진, "한국어 감정 분석을 위한 합동 학습 기반 KoBERT 모델", 2020 한국소프트웨어종합학술대회 (KSC 2020), 2020. (ACK 산자부)
  5. 남제현, 임채균, 최호진, "메타 러닝을 이용한 전력 설비 고장 분류", 2020 한국소프트웨어종합학술대회 (KSC 2020), 2020. (ACK KEPCO)
  6. 오교중, 최호진, 안현각, " 기계학습 기반 단문에서의 문장 분류 방법을 이용한 한국표준산업분류", 제 32회 한글 및 한국어 정보처리 학술대회 논문집 (HCLT 2020), 2020. (ACK Exobrain)