Directions
AI 기술은 일상생활에서의 크고 작은 혁신을 만들어나가고 있다. 현재의 AI 기술은 기계학습, 데이터 마이닝, 빅데이터 분석 등의 다양한 기반 기술을 기반으로 이루어졌으며, 정보 검색, 추천 시스템, 자연어 처리, 컴퓨터 비전, 로보틱스 등의 다양한 애플리케이션을 통해 실생활에서 활용되고 있다.
2019
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Distance Encoded Product Quantization for Approximate K-Nearest Neighbor Search in High-Dimensional Space
Heo, Jae-Pil, Lin, Zhe, Sung-Eui Yoon
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
2019[]
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Finding Robust Domain from Attacks: a Learning Framework for Blind Watermarking
SEUNGMIN MUN, Seunghun Nam, HANUL JANG, Dongkyu Kim, Heung-Kyu LEE
NEUROCOMPUTING
2019 -
HGGC: A hybrid group recommendation model considering group cohesion
Hyunji Jeong, Myoung Ho Kim
EXPERT SYSTEMS WITH APPLICATIONS
2019[]
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Learning Deep Features for Source Color Laser Printer Identification based on Cascaded Learning
Kim, Do-Guk, Hou, Jong-Uk, Heung-Kyu LEE
NEUROCOMPUTING
2019 2017
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A System to Analyze Group Socializing Behaviors in Social Parties
Hyukjae Jang, Choe, Sungwon P., Gunkel, Simon N. B., Kang, Seungwoo, Junehwa Song
IEEE Transactions on Human-Machine Systems
2017[]
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An incremental nonparametric Bayesian clustering-based traversable region detection method
Honggu Lee, Kwak, Kiho, Sungho Jo
AUTONOMOUS ROBOTS
2017[] []
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Foreword: special issue for the journal track of the 8th Asian conference on machine learning (ACML 2016)
Durrant, RJ, Kee-Eung Kim, Holmes, G, Marsland, S, Sugiyama, M, Zhou, ZH
Machine Learning
2017[]
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Hierarchical Dirichlet scaling process
Kim, Dongwoo, Alice Oh
Machine Learning
2017[] []
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Search-Based Approaches for Software Module Clustering Based on Multiple Relationship Factors
Jimin Hwa, Shin Yoo, Seo, Yeong-Seok, Doo-Hwan Bae
INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING
2017[]
2016
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An Enhanced Rule-Based Web Scanner Based on Similarity Score
MinSoo Lee, Lee, Younho, Hyunsoo Yoon
ADVANCES IN ELECTRICAL AND COMPUTER ENGINEERING
2016[]
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An efficient top-k query processing framework in mobile sensor networks
Hee Jung Yang, Chin-Wan Chung, Myoung Ho Kim
DATA & KNOWLEDGE ENGINEERING
2016[]
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Approximate Bayesian MLP Regularization for Regression in the Presence of Noise
Jung Guk Park, Sungho Jo
NEURAL NETWORKS
2016[] []
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Data Randomization and Cluster-Based Partitioning for Botnet Intrusion Detection
Omar Y. Al-Jarrah, Omar Alhussein, Paul D. Yoo, Sami Muhaidat, Taha, K., Kwangjo Kim
IEEE TRANSACTIONS ON CYBERNETICS
2016[] []
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Locality-preserving descriptor for robust texture feature representation
JongBin Ryu, Hyun S. Yang
NEUROCOMPUTING
2016[]
2015
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Hierarchical Bayesian Inverse Reinforcement Learning
Choi Jaedeug, Kee-Eung Kim
IEEE TRANSACTIONS ON CYBERNETICS
2015[] []
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Human Resource Allocation in Software Project with Practical Considerations
Jihun Park, Seo Dongwon, Gwangui Hong, Donghwan Shin, Jimin Hwa, Doo-Hwan Bae
INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING
2015[]
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Sorted Consecutive Local Binary Pattern for Texture Classification
JongBin Ryu, Hong, Sungeun, Hyun S. Yang
IEEE TRANSACTIONS ON IMAGE PROCESSING
2015[] []
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Spherical Hashing: Binary Code Embedding with Hyperspheres
JaePil Heo, Youngwoon Lee, Junfeng He, Shih-Fu Chang, Sung-Eui Yoon
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
2015[] []
2014
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An effective dissimilarity measure for clustering of high-dimensional categorical data
Lee, Jeonghoon, Yoon-Joon Lee
KNOWLEDGE AND INFORMATION SYSTEMS
2014[] []
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Estimation of Linear Transformation by Analyzing the Periodicity of Interpolation
Seung Jin Ryu, Heung-Kyu LEE
PATTERN RECOGNITION LETTERS
2014[] []
