Research output per year
Research output per year
Personal profile
Education
1987.02 서울대학교(학사)/산업공학
1993.02 서울대학교(석사)/산업공학
1996.02 서울대학교(박사)/산업공학
1993.02 서울대학교(석사)/산업공학
1996.02 서울대학교(박사)/산업공학
Professional Experience
2000.04 ~ 2000.08 카네기멜런 대학교 Finished MSE 정보통신부 지원
2002.03 ~ 2003.08 University of British Columbia 교환교수 한국연구재단 지원
2012.05 ~ 2012.08 미국특허청(USPTO) 방문연구원 특허청 지원
2014.01 ~ 2015.12 인하대학교 정보통신처부처장
2015.01 ~ 2016.12 인하대학교 산학협력본부장 인천지역창업지원협회장
2019 ~ 현재 인하대학교 VOICE AI 연구소장
2002.03 ~ 2003.08 University of British Columbia 교환교수 한국연구재단 지원
2012.05 ~ 2012.08 미국특허청(USPTO) 방문연구원 특허청 지원
2014.01 ~ 2015.12 인하대학교 정보통신처부처장
2015.01 ~ 2016.12 인하대학교 산학협력본부장 인천지역창업지원협회장
2019 ~ 현재 인하대학교 VOICE AI 연구소장
Research Interests
World Wide Web Journal, 산업 공학 분야의 컴퓨터, 센서(Topic Board 멤버), SUPE, CLUS, DKE
Major Research Achievements
Top-k team synergy problem: Capturing team synergy based on C3, INFORMATION SCIENCES, 589권, pp. 117~141, 2022
Human pose, hand and mesh estimation using deep learning: a survey, JOURNAL OF SUPERCOMPUTING, 78권, pp. 7616~7654, 2022
PatentNet multi label classification of patent documents using deep learning based language understanding, SCIENTOMETRICS, 2022
Graph threshold algorithm, JOURNAL OF SUPERCOMPUTING, 77권,9호, pp. 9827~9847, 2021
Generative adversarial networks and their application to 3D face generation: A survey, IMAGE AND VISION COMPUTING, 108권, 2021
Biosignal Sensors and Deep Learning-Based Speech Recognition: A Review, SENSORS, 21권,4호, 2021
Human pose, hand and mesh estimation using deep learning: a survey, JOURNAL OF SUPERCOMPUTING, 78권, pp. 7616~7654, 2022
PatentNet multi label classification of patent documents using deep learning based language understanding, SCIENTOMETRICS, 2022
Graph threshold algorithm, JOURNAL OF SUPERCOMPUTING, 77권,9호, pp. 9827~9847, 2021
Generative adversarial networks and their application to 3D face generation: A survey, IMAGE AND VISION COMPUTING, 108권, 2021
Biosignal Sensors and Deep Learning-Based Speech Recognition: A Review, SENSORS, 21권,4호, 2021
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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A bitwise approach on influence overload problem
Lee, C. C., Afshar, J., Roudsari, A. H., Loh, W. K. & Lee, W., Mar 2024, In: Data and Knowledge Engineering. 150, 102276.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
A deep learning model for predicting the number of stores and average sales in commercial district
Lee, S., Ko, S., Roudsari, A. H. & Lee, W., Mar 2024, In: Data and Knowledge Engineering. 150, 102277.Research output: Contribution to journal › Article › peer-review
Open Access -
DDC3N: Doppler-Driven Convolutional 3D Network for Human Action Recognition
Toshpulatov, M., Lee, W., Lee, S., Yoon, H. & Kang, U. K., 2024, In: IEEE Access. 12, p. 93546-93567 22 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Deep Learning-Based Recognizing and Visualizing Emotions Through Acoustic Signals
Kwon, M., Oh, S. & Lee, W., 2024, Proceedings - 2024 IEEE International Conference on Big Data and Smart Computing, BigComp 2024. Unger, H., Chae, J., Lee, Y.-K., Wagner, C., Wang, C., Bennis, M., Ketcham, M., Suh, Y.-K. & Kwon, H.-Y. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 470-474 5 p. (Proceedings - 2024 IEEE International Conference on Big Data and Smart Computing, BigComp 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Editorial
Lee, W. & Unger, H., Jul 2024, In: Data and Knowledge Engineering. 152, 102311.Research output: Contribution to journal › Editorial