2017.01.01 ~ 2021.08.31
Publication
[국제학술대회]
Jun Young Lee, Gati Lother Martin, Medard Edmund Mswahili, and Young-Seob Jeong, "Prediction of Stroke Patients Using Random Forest Models," in Proceedings of the 3rd Engineering in Biomedical and Rehabilitation Conference, Jeju, South Korea, pp. 26-28, June 27-30, 2021. (presentation: June 28) [ACK: SCH-소중, ICT4.0][국내학술대회]
이상민, 정영섭, "KoBART를 활용한 한국어 혐오 발언 분류," 2021년 한국컴퓨터종합학술대회 논문집, June 23~25, 2021. (presentation: June 25) [ACK: SCH, NRF2020][국내학술대회]
박규훤, 정영섭, "KoBERT를 사용한 한국어 일상 주제 분류," 2021년 한국컴퓨터종합학술대회 논문집, June 23~25, 2021. (presentation: June 25) [ACK: SCH, NRF2020][국내학술대회]
김아경, 정영섭, "KoBERT를 이용한 국내 음악의 주제 분류," 2021년 한국컴퓨터종합학술대회 논문집, June 23~25, 2021. (presentation: June 25) [ACK: SCH, NRF2020][Archive]
Gati L. Martin, Medard E. Mswahili, Young-Seob Jeong, "Sentiment Classification in Swahili Language Using Multilingual BERT," arXiv:2104.09006, April 19, 2021. [ACK: None][SCI]
Medard Edmund Mswahili, Min-Jeong Lee, Gati Lother Martin, Junghyun Kim, Paul Kim, Guang J. Choi, and Young-Seob Jeong, "Cocrystal Prediction Using Machine Learning Models and Descriptors," Applied Sciences, Vol. 11(3), Issue 1323, pp.1-12, February 1, 2021. [ACK: SCH, IITP2020][국제학술대회]
Na-Dan Hong, Qiang Ma, Young-Seob Jeong, "Text Style Transfer Using DRG Framework of Combined Retrieval Strategy," in Proceedings of IEEE International Conference on Big Data and Smart Computing (BigComp), Jeju, Korea, pp.350-353, January 17-20, 2021. (presentation: January 17) [ACK: SCH, NRF2020][SCI]
Young-Seob Jeong, Juhyun Kim, Dahye Kim, Jiyoung Woo, Mun Gyu Kim, Hun Woo Choi, Ah Reum Kang, and Sun Young Park, "Prediction of Postoperative Complications for Patients of End Stage Renal Disease," Sensors, Vol. 21(2), Issue 544, pp.1-15, January 14, 2021. [ACK: SCH, NRF2020][국제학술대회]
Namhui Ra, Jin-Hyuck Park, Young-Seob Jeong, and Seong-A Lee, "Using TTS app as a telehealth method for occupational therapy," in Proceedings of the 4th International Conference on ICT for Smart Health & Home (ICT4sHealth & Home), Jeju, South Korea, pp. 104-107, December 20-23, 2020. (presentation: December 21) [ACK: 지능형홈케어][국제학술대회]
Kuntha Pin, Seungmin Rho, Young-Seob Jeong, and Yunyoung Nam, "Quality Evaluation using Features of Fundus Images," in Proceedings of the 4th International Conference on ICT for Smart Health & Home (ICT4sHealth & Home), Jeju, South Korea, pp. 43-47, December 20-23, 2020. (presentation: December 21) [ACK: none][국제학술대회]
Gati L. Martin, Medard E. Mswahili, Dahye Kim, and Young-Seob Jeong (corresponding author), "Deep Learning in Pharmaceutical Formulations," in Proceedings of the 4th International Conference on ICT for Smart Health & Home (ICT4sHealth & Home), Jeju, South Korea, pp. 123-126, December 20-23, 2020. (presentation: December 21) [ACK: SCH, IITP2020][국제학술대회]
Jiwon Kim, Youna Jang, Seo Koo, Sang-Min Han, Dong Min Kim, Young-Seob Jeong, Dal Ahn, "A Parameter Extraction Method for Accurate Analysis of SAW Resonator," in Proceedings of the 4th International Conference on ICT for Smart Health & Home (ICT4sHealth & Home), Jeju, South Korea, pp. 1-4, December 20-23, 2020. (presentation: December 21) [ACK: none][SCOPUS]
Young-Seob Jeong, Minjun Jeon, Joung Ha Park, Min-Chul Kim, Eunyoung Lee, Se Yoon Park, Yu-Mi Lee, Sungim Choi, Seong Yeon Park, Ki-Ho Park, Sung-Han Kim, Min Huok Jeon, Eun Ju Choo, Tae Hyong Kim, Mi Suk Lee, and Tark Kim, "Machine-Learning-Based Approach to Differential Diagnosis in Tuberculous and Viral Meningitis," Infection and Chemotherapy, Vol. 53, No. 1, pp. 53-62, March 2021. (online: December 11, 2020) [ACK: none][국내학술대회]
권도윤, 박명석, 박성아, 우지영, 강아름, 정영섭, 박선영, "말기신질환자의 마취 중 연속 혈압 예측 모델," 2020년 한국소프트웨어종합학술대회 논문집, pp. 1489-1491, December 21~23, 2020. [ACK: none][국내학술대회]
이주형, 김다혜, 한예찬, 우지영, 강아름, 정영섭, 김영민, 김상현, 이미순, "기계학습을 이용한 마취 후 저혈압 예측," 2020년 한국컴퓨터종합학술대회 논문집, pp. 1587-1589, July 2~4, 2020. [ACK: none][SCI]
Young-Seob Jeong, Jiyoung Woo, SangMin Lee, Ah Reum Kang, "Malware Detection of Hangul Word Processor Files Using Spatial Pyramid Average Pooling," Sensors, Volume 20(18), Issue 5265, pp.1-12, September 15, 2020. [ACK: SCH, ETRI2020][SCI]
Jihyun Lee, Jiyoung Woo, Ah Reum Kang, Young-Seob Jeong, Woohyun Jung, Misoon Lee, Sang Hyun Kim, "Comparative Analysis on Machine Learning and Deep Learning to Predict Post-Induction Hypotension," Sensors, Volume 20(16), Issue 4575, pp.1-20, August 14, 2020. [ACK: none][국제학술대회]
KyuHwon Park and Young-Seob Jeong, "Step Detection When Users Vertically Hold Smartphones," in Proceedings of the 15th Asia Pacific International Conference on Information Science and Technology (APIC-IST), Seoul, South Korea, pp. 1-3, July 5-7, 2020. [ACK: SCH, NRF2020][SCI]
Minjun Jeon, Young Seob Jeong, "Compact and Accurate Scene Text Detector," Applied Sciences, Volume 10(6), Issue 2096, pp.1-15, March 20, 2020. [ACK: SCH, NRF2017][SCI]
Young Seob Jeong, Kyo-Joong Oh, Chung-Ki Cho, Ho-Jin Choi, "Pseudo-random number generation using LSTMs," The Journal of Supercomputing, Vol. 76, Issue 10, pp.8324-8342, October, 2020. (online: March 5, 2020) [ACK: SCH][국제학술대회]
Minsu Kwon, Young-Seob Jeong, Ho-Jin Choi, "Implementation of Python-Based Korean Speech Generation Service with Tacotron," in Proceedings of IEEE International Conference on Big Data and Smart Computing (BigComp), Busan, Korea, pp.551-552, February 19-22, 2020. [ACK: none][SCI]
Minsu Kwon, Young-Seob Jeong, Ho-Jin Choi, "Feature Embedding and Conditional Neural Processes for Data Imputation," Electronics Letters, Vol. 56, No. 11, pp.546–548, May 28, 2020. [ACK: none][SCI]
Hanna Kim, Young-Seob Jeong, Ah Reum Kang, Woohyun Jung, Yang Hoon Chung, Bon Sung Koo, and Sang Hyun Kim, "Prediction of Post-Intubation Tachycardia Using Machine-Learning Models," Applied Sciences, Volume 10(3), Issue 1151, pp.1-20, February 8, 2020. [ACK: NRF2017, SCH][SCI]
Young-Seob Jeong, Jiyoung Woo, Ah Reum Kang, "Malware Detection on Byte Streams of Hangul Word Processor Files," Applied Sciences, Volume 9(23), Issue 5178, pp.1-13, November 29, 2019. [ACK: SCH, ETRI2019][SCI]
Young-Seob Jeong, Ah Reum Kang, Woohyun Jung, So Jeong Lee, Seunghyeon Lee, Misoon Lee, Yang Hoon Chung, Bon Sung Koo, and Sang Hyun Kim, "Prediction of Blood Pressure after Induction of Anesthesia Using Deep Learning: A Feasibility Study," Applied Sciences, Volume 9(23), Issue 5135, pp.1-14, November 27, 2019. [ACK: SCH][KCI]
Hannah Kim and Young-Seob Jeong, "Social Issue Analysis Based on Sentiment of Twitter Users," Journal of Convergence for Information Technology, vol. 9, No. 11, pp.81-91, November 28, 2019. [ACK: NRF2017, SCH][SCI]
Ah Reum Kang, Young-Seob Jeong, Se Lyeong Kim, and Jiyoung Woo, "Malicious PDF Detection Model against Adversarial Attack Built from Benign PDF Containing JavaScript," Applied Sciences, Volume 9(22), Issue 4764, pp.1-17, November 8, 2019. [ACK: none][국내학술대회]
김다혜, 박규훤, 정영섭, "현실 세계를 제어하는 혼합 현실 대화 시스템," 제31회 한글 및 한국어 정보처리 학술대회 논문집, October 11~12, 2019. (presentation: October 12) [ACK: NRF2017, SCH][국내학술대회]
김현, 정영섭, 윤행근, "온라인가격정보 수집, 정제에 대한 AI 적용 가능성 검토," 제10회 국가통계방법론 온라인 심포지엄, September 23~24, 2020. [ACK: None][국제학술대회]
Young-Seob Jeong, Minjun Jeon, Joung Ha Park, Min-Chul Kim, Eunyoung Lee, Se Yoon Park, Yu-Mi Lee, Sungim Choi, Seong Yeon Park, Ki-Ho Park, Sung-Han Kim, Min Huok Jeon, Eun Ju Choo, Tae Hyong Kim, Mi Suk Lee, Tark Kim, "An artificial intelligence-based approach using machine learning to differential diagnosis in tuberculous and viral meningitis," in Abstracts of the 4th International Interscience Conference on Infection and Chemotherapy (ICIC) & 12th International Symposium on Antimicrobial Agents and Resistance (ISAAR), Gyeongju, South Korea, pp. S179-S180, September 26-28, 2019. (presentation: September 27) [ACK: none][KCI]
Young-Seob Jeong and Young-Min Kim, "Survey on Out-Of-Domain Detection for Dialog Systems," Journal of Convergence for Information Technology, vol. 9, No. 9, pp.1-12, September 28, 2019. [ACK: NRF2017, SCH][KCI]
Young-Seob Jeong, "Machine Learning Based Domain Classification for Korean Dialog System," Journal of Convergence for Information Technology, vol. 9, No. 8, pp.1-8, August 28, 2019. [ACK: 중기청2018, SCH][KCI]
Chae-Gyun Lim, Young-Seob Jeong, Ho-Jin Choi, "Survey of Temporal Information Extraction," Journal of Information Processing Systems (JIPS), vol. 15, No. 4, pp.931-956, August 2019. [ACK: none][국제학술대회]
KyuHwon Park, Young-Seob Jeong, "Indoor Dialog Agent in Mixed Reality," in Proceedings of the 17th Annual International Conference on Mobile Systems, Application, and Services (Mobisys), Seoul, South Korea, pp.708-709, June 17-21, 2019. (presentation: June 18) [ACK: NRF2017, SCH][SCI]
Hannah Kim, Young-Seob Jeong, "Sentiment Classification Using Convolutional Neural Networks," Applied Sciences, Volume 9(11), Issue 2347, pp.1-14, June 7, 2019. [ACK: NRF2017, SCH][SCI]
Young-Seob Jeong, Jiyoung Woo, and Ah Reum Kang, "Malware Detection on Byte Streams of PDF Files Using Convolutional Neural Networks," Security and Communication Networks, pp.1-9, April 3, 2019. [ACK: SCH-PROJECT][KCI]
Ah Reum Kang, Young-Seob Jeong, Se Lyeong Kim, Jonghyun Kim, Jiyoung Woo, Sunoh Choi, "Detection of Malicious PDF based on Document Structure Features and Stream Objects," 한국컴퓨터정보학회 논문지, Vol. 23, No. 11, pp.85-93, November 30, 2018. [ACK: none][국제학술대회]
Minjun Jeon, Hanna Kim and Young-Seob Jeong, "LSTM for Indoor Positioning System with Smartphone Accelerometer," in Proceedings of the International Conference on Computing Convergence and Applications (ICCCA), Jeju island, South Korea, pp. 97-100, August 13-15, 2018. (presentation: August 14) [ACK: ETRI2018][국제학술대회]
Hanna Kim and Young-Seob Jeong, "Sentiment Analysis of Disease on Medical Web Forums," in Proceedings of the International Conference on Computing Convergence and Applications (ICCCA), Jeju island, South Korea, pp. 51-54, August 13-15, 2018. (presentation: August 14) [ACK: NRF2017][국제학술대회]
Hannah Kim and Young-Seob Jeong, "Analysis on Type and Frequency of Coined Words," in Proceedings of the International Conference on Computing Convergence and Applications (ICCCA), Jeju island, South Korea, pp. 43-46, August 13-15, 2018. (presentation: August 14) [ACK: NRF2017][국제학술대회]
Young-Seob Jeong and Hanna Kim, "Dialog System with Postponed Response," in Proceedings of the 13th Asia Pacific International Conference on Information Science and Technology (APIC-IST), Nha Trang, Vietnam, pp. 185-190, June 24-27, 2018. (presentation: June 25) [ACK: NRF2017, SCH][국제학술대회]
Chae-Gyun Lim, Young-Seob Jeong, and Ho-Jin Choi, "Korean TimeBank Including Relative Temporal Information," in Proceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC 2018), Miyazaki, Japan, pp.2071-2074, May 7-12, 2018.(presentation: May 10) [ACK: none][국내학술대회]
박성희, 김한나, 정영섭, 우지영, "의료 웹 포럼에서 에이즈 환자의 비공개 성별 정보 유추," 2018년도 한국인터넷정보학회 춘계학술발표대회 논문집, 제19권, 1호, pp. 76-77, April 27-28, 2018. (presentation: April 28) [ACK: none][국내학술대회]
김한나, 박성희, 우지영, 정영섭, "뉴스기사의 길이와 감정의 관계 분석," 2018년도 한국인터넷정보학회 춘계학술발표대회 논문집, 제19권, 1호, pp. 69-70, April 27-28, 2018. (presentation: April 28) [ACK: NRF2017][국제학술대회]
Young-Seob Jeong, Kyojoong Oh, Chung-Ki Cho, and Ho-Jin Choi, "Pseudo Random Number Generation Usint LSTMs and Irrational Numbers," in Proceedings of the IEEE International Conference on Big Data and Smart Computing, Shanghai, China, pp.541-544, January 15-18, 2018.(presentation: January 17) [ACK: SCH-PROJECT][국제학술대회]
Kyo-Joong Oh, DongKun Lee, Chanyong Park, Ho-Jin Choi, Young-Seob Jeong, Sawook Hong, Sungtae Kwon, (2018), "Out-Of-Domain Detection Method Based on Sentence Distance for Dialogue Systems," in Proceedings of the First International Workshop on Dialog Systems in conjunction with the IEEE International Conference on Big Data and Smart Computing, Shanghai, China, pp.673-676, January 15-18, 2018.(presentation: January 15) [ACK: none][KCI]
Young-Seob Jeong, "Out-Of-Domain Detection Using Hierarchical Dirichlet Process," Journal of The Korea Society of Computer and Information, Vol. 23, No. 1, pp.17-24, January 2018. [ACK: NRF2017, SCH][KCI]
Dae-Kyung Sung and Young-Seob Jeong, "Political Opinion Mining from Articel Comments Using Deep Learning," Journal of The Korea Society of Computer and Information, Vol. 23, No. 1, pp.9-15, January 2018. [ACK: NRF2017, SCH][SCI]
Young-Seob Jeong, Sang-Hun Lee, Gahgene Gweon, and Ho-Jin Choi, "Discovery of topic flows of authors," The Journal of Supercomputing, Vol. 76, Issue 10, pp.7858-7882, October, 2020. (online: May 6, 2017) [ACK: NRF2017][국제학술대회]
Young-Seob Jeong and Ho-Jin Choi, "Entity Sentiment Analysis Using Topic Model," in Proceedings of the 18th International Symposium on Advanced Intelligent Systems (ISIS 2017), pp.259-266, Daegu, South Korea, October 11-14, 2017.(presentation: October 12) [ACK: NRF2017][국제학술대회]
Young-Seob Jeong, Joong-Hwi Shin, Hyoung-Gyu Lee, Ying-Xiu Quan, and Jun-Seok Kim (2017), "Money Extraction and Normalization from Texts," in Proceedings of the Exobrain Workshop - Natural language question answering for human-machine knowledge communication (Exobrain) in conjunction with the 4th International Conference on Big Data and Smart Computing (BigComp 2017), Jeju, South Korea, pp.427-429, February 13, 2017.(presentation: February 13) [ACK: none][KCI]
Young-Seob Jeong, Chae-Gyun Lim, and Ho-Jin Choi, "ExoTime: Temporal Information Extraction from Korean Texts Using Knowledge Base," Journal of The Korea Society of Computer and Information, Vol. 22, No. 11, pp.35-48, December 2017. [ACK: NRF2017, SCH][국내학술대회]
임채균, 정영섭, 이영준, 오교중, 최호진, "한국어 상대시간관계 추출을 위한 LSTM 기반 모델 설계," 제29회 한글 및 한국어 정보처리 학술대회 논문집, October 13-14, 2017.(presentation: October) [ACK: none][국내학술대회]
임채균, 정영섭, 최호진, "한국어 문서 내 상대적 시간관계 분류를 위한 딥러닝 기반 모델 설계," 한국정보과학회 학술발표논문집, pp. 919-920, December 20-22, 2017. (presentation: ) [ACK: none][국내학술대회]
임채균, 정영섭, 최호진, "일상생활 활동 모델링 기반의 주간 생활패턴 예측 기법," 한국정보과학회 학술발표논문집, pp. 981-983, June 18-20, 2017. (presentation: ) [ACK: none][국내학술대회]
정영섭, "인공신경망 은닉층 해석을 위한 토픽과의 비교," 한국정보처리학회 2017년 춘계학술대회 논문집, April 28-29, 2017.(presentation: April 29) [ACK: NRF2017, SCH-PROJECT][국내학술대회]
정영섭, "문장 내 단어 위치 기반 자질을 통한 미지원 도메인 여부 검출 기법의 실험적 분석," 2017년 한국인터넷정보학회 2017년 춘계학술발표대회 논문집, April 21-22, 2017.(presentation: April 22) [ACK: NRF2017, SCH-PROJECT]
Award
[Outstanding paper award]
The 4th International Conference on ICT for Smart Health & Home (ICT4sHealth & Home), December 20-23, 2020.
Patent, Software, etc.
등록
[등록]
발명인: 정영섭, 홍윤정; 발명의 명칭: 이미지를 이용한 특수문자 검색 장치 및 방법; 등록일: 2021-03-09; 등록번호: 10-2227881 [ACK: 중기청2018][등록]
발명인: 정영섭; 발명의 명칭: 데이터 변조를 통한 멀티미디어 컨텐츠 파일의 암호화 장치 및 방법; 등록일: 2020-11-30; 등록번호: 10-2186901 [ACK: NRF2017][등록]
발명인: 정영섭; 발명의 명칭: 스마트폰 사용자를 위한 사용자 정의 기계학습 장치 및 그 방법; 등록일: 2020-03-03, 등록번호: 10-2086640 [ACK: NRF2017][등록]
발명인: 정영섭; 발명의 명칭: 캐릭터 위치 및 사물 위치를 반영한 증강현실 대화 시스템 및 방법; 등록일: 2019-05-22, 등록번호: 10-1983496 [ACK: NRF2017][등록]
발명인: 김영진,정영섭; 발명의 명칭: 전통시장 화재예방을 위한 화재 감지 및 제어 시스템, 및 그 방법; 등록일: 2018-05-03, 등록번호: 10-1856479 [ACK: none]
출원
[출원]
발명인: 정영섭, 우지영, 강아름; 발명의 명칭: 바이트열 데이터를 이용한 언어 모델 학습 장치; 출원일: 2021-02-25; 출원번호: 10-2021-0025287 (진행중?) [ACK: NRF2020][출원]
발명인: 정영섭; 발명의 명칭: 위치 정보에 기반한 교통사고 안전 시스템 및 이를 이용한 교통안전정보 알림 방법; 출원일: 2020-10-28; 출원번호: 10-2020-0141176 [ACK: ICT4.0][출원]
발명인: 정영섭,김다혜; 발명의 명칭: 음성을 기반으로 기기의 제어가 가능한 대화시스템 및 제어 방법; 출원일: 2019-12-05; 출원번호: 10-2019-0160645 [ACK: 중기청2018][출원]
발명인: 정영섭,홍윤정; 발명의 명칭: 이미지를 이용한 특수문자 검색 장치 및 방법; 출원일: 2019-12-02; 출원번호: 10-2019-0158184 [ACK: 중기청2018][출원]
발명인: 정영섭; 발명의 명칭: 데이터 변조를 통한 멀티미디어 컨텐츠 파일의 암호화 장치 및 방법; 출원일: 2019-05-22; 출원번호: 10-2019-0059922 [ACK: NRF2017][출원]
발명인: 정영섭; 발명의 명칭: 캐릭터 위치 및 사물 위치를 반영한 증강현실 대화 시스템 및 방법; 출원일: 2018-03-12; 출원번호: 10-2018-0028497 [ACK: NRF2017][출원]
발명인: 정영섭; 발명의 명칭: 사용자 음성에 대한 서비스 지연을 최소화하는 단말기 중심의 음성대화시스템 및 방법; 출원일: 2018-03-12; 출원번호: 10-2018-0028496 [ACK: NRF2017][출원]
발명인: 정영섭; 발명의 명칭: 스마트폰 사용자를 위한 사용자 정의 기계학습 장치 및 그 방법; 출원일: 2017-08-30; 출원번호: 10-2017-0110060 [ACK: NRF2017]
ACK 목록 (참고용)
SCH-소중:
소프트웨어중심사업 (학부 인력양성사업)지능형홈케어:
지능형 홈케어사업 (대학원 인력양성사업, 전체기간: 2020.3~2025.2)ICT4.0:
ICT혁신인재4.0 (대학원 인력양성사업, 전체기간: 2020.7~2024.12)ETRI2020:
ETRI 용역 과제 (전체기간: 2020.3~2020.11)ETRI2019:
ETRI 위탁 과제 (전체기간: 2019.6~2019.11)ETRI2018:
ETRI 위탁 과제 (전체기간: 2018.6~2018.11)IITP2020:
IITP바우처과제(제약과제) (전체기간: 2020.4~2021.12)NRF2020:
한국연구재단 개인연구 (전체기간: 2020.6~2025.5)NRF2017:
한국연구재단 개인연구 (전체기간: 2017.3~2020.2)중기청2018:
중기청 위탁 과제 (전체기간: 2018.9~2020.9)SCH:
학교 교내사업 (연구논문진흥사업 등)SCH-PROJECT:
학교 신임교원 과제None:
해당사항 없음