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Search: "[ keyword: Machine Learning ]" (74)
Development of Joint-Based Motion Prediction Modelfor Home Co-Robot Using SVM
Sungyeob Yoo, Dong-Yeon Yoo, Ye-Seul Park, Jung-Won Lee KIPS Transactions on Software and Data Engineering,
Vol. 8, No. 12, pp. 491-498,
Dec.
2019
https://doi.org/10.3745/KTSDE.2019.8.12.491
Keywords: Machine Learning, IoT, Digital Twin, Big data, Co-Robot
https://doi.org/10.3745/KTSDE.2019.8.12.491
Keywords: Machine Learning, IoT, Digital Twin, Big data, Co-Robot
Network Intrusion Detection System Using Feature Extraction Based on AutoEncoder in IOT environment
Joohwa Lee, Keehyun Park KIPS Transactions on Software and Data Engineering,
Vol. 8, No. 12, pp. 483-490,
Dec.
2019
https://doi.org/10.3745/KTSDE.2019.8.12.483
Keywords: NIDS, IoT, Unsupervised learning, Machine Learning, Autoencoder
https://doi.org/10.3745/KTSDE.2019.8.12.483
Keywords: NIDS, IoT, Unsupervised learning, Machine Learning, Autoencoder
A Study on Machine Learning Algorithm Suitable for Automatic Crack Detection in Wall-Climbing Robot
Jae-Min Park, Hyun-Seop Kim, Dong-Ho Shin, Myeong-Suk Park, Sang-Hoon Kim KIPS Transactions on Software and Data Engineering,
Vol. 8, No. 11, pp. 449-456,
Nov.
2019
https://doi.org/10.3745/KTSDE.2019.8.11.449
Keywords: Wall-Climbing Robot, Crack Detection Algorithms, Machine Learning, localization
https://doi.org/10.3745/KTSDE.2019.8.11.449
Keywords: Wall-Climbing Robot, Crack Detection Algorithms, Machine Learning, localization
Analysis of Sentential Paraphrase Patterns and Errors through Predicate-Argument Tuple-based Approximate Alignment
Sung Pil Choi , Sa Kwang Song , Sung Hyon Myaeng The KIPS Transactions:PartB ,
Vol. 19, No. 2, pp. 135-148,
Apr.
2012
10.3745/KIPSTB.2012.19.2.135
10.3745/KIPSTB.2012.19.2.135
A Reinforcement Learning Approach to Collaborative Filtering Considering Time-sequence of Ratings
Jung Kyu Lee , Byong Hwa Oh , Ji Hoon Yang The KIPS Transactions:PartB ,
Vol. 19, No. 1, pp. 31-36,
Feb.
2012
10.3745/KIPSTB.2012.19.1.31
10.3745/KIPSTB.2012.19.1.31
Gradient Descent Approach for Value-Based Weighting
Chang Hwan Lee , Joo Hyun Bae The KIPS Transactions:PartB ,
Vol. 17, No. 5, pp. 381-388,
Oct.
2010
10.3745/KIPSTB.2010.17.5.381
10.3745/KIPSTB.2010.17.5.381
Construction Scheme of Training Data using Automated Exploring of Boundary Categories
Yun Jeong Choi , Jeong Gyu Jee , Seung Soo Park The KIPS Transactions:PartB ,
Vol. 16, No. 6, pp. 479-488,
Dec.
2009
10.3745/KIPSTB.2009.16.6.479
10.3745/KIPSTB.2009.16.6.479
Performance Improvement of Feature Selection Methods based on Bio-Inspired Algorithms
Chul Mim Yun , Ji Hoon Yang The KIPS Transactions:PartB ,
Vol. 15, No. 4, pp. 331-340,
Aug.
2008
10.3745/KIPSTB.2008.15.4.331
10.3745/KIPSTB.2008.15.4.331
Efficient Learning and Classification for Vehicle Type using Moving Cast Shadow Elimination in Vehicle Surveillance Video
Wook Sun Shin , Chang Hoon Lee The KIPS Transactions:PartB ,
Vol. 15, No. 1, pp. 1-8,
Feb.
2008
10.3745/KIPSTB.2008.15.1.1
10.3745/KIPSTB.2008.15.1.1
Ensemble Learning of Region Based Classifiers
Sung Ha Choi , Byung Woo Lee , Ji Hoon Yang The KIPS Transactions:PartB ,
Vol. 14, No. 4, pp. 303-310,
Aug.
2007
10.3745/KIPSTB.2007.14.4.303
10.3745/KIPSTB.2007.14.4.303