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Search: "[ keyword: Machine Learning ]" (52)
Imbalanced Data Improvement Techniques Based on SMOTE and Light GBM
Young-Jin Han, In-Whee Joe KIPS Transactions on Computer and Communication Systems,
Vol. 11, No. 12, pp. 445-452,
Dec.
2022
https://doi.org/10.3745/KTCCS.2022.11.12.445
Keywords: Machine Learning, Scaling, SMOTE, Light GBM, Imbalanced Classification

Keywords: Machine Learning, Scaling, SMOTE, Light GBM, Imbalanced Classification
Web Page Classification System based upon Ontology
Jae Hyuk Choi , Hae Sung Seo , Sang Uk Noh , Kyung Hee Choi , Gi Hyun Jung The KIPS Transactions:PartB ,
Vol. 11, No. 6, pp. 723-734,
Oct.
2004
10.3745/KIPSTB.2004.11.6.723

Learning Multidimensional Sequential Patterns Using Hellinger Entropy Function
Chang Hwan Lee The KIPS Transactions:PartB ,
Vol. 11, No. 4, pp. 477-484,
Aug.
2004
10.3745/KIPSTB.2004.11.4.477

Classification of Service Types using Website Fingerprinting in Anonymous Encrypted Communication Networks
Dongyoung Koo KIPS Transactions on Computer and Communication Systems,
Vol. 11, No. 4, pp. 127-132,
Apr.
2022
https://doi.org/10.3745/KTCCS.2022.11.4.127
Keywords: TOR Network, Machine Learning, Website Fingerprinting, Service Types, Classification

Keywords: TOR Network, Machine Learning, Website Fingerprinting, Service Types, Classification
Adaptive Strategy Game Engine Using Non-monotonic Reasoning and Inductive Machine Learning
Kim Je Min , Park Yeong Taeg The KIPS Transactions:PartB ,
Vol. 11, No. 1, pp. 83-90,
Feb.
2004
10.3745/KIPSTB.2004.11.1.83

Development of Web Service for Liver Cirrhosis Diagnosis Based on Machine Learning
Noh Si-Hyeong, Kim Ji-Eon, Lee Chungsub, Kim Tae-Hoon, Kim KyungWon, Yoon Kwon-Ha, Jeong Chang-Won KIPS Transactions on Computer and Communication Systems,
Vol. 10, No. 10, pp. 285-290,
Oct.
2021
https://doi.org/10.3745/KTCCS.2021.10.10.285
Keywords: DICOM, Medical Bigdata, Artificial Intelligence Training Platform, Machine Learning, Deep Learning

Keywords: DICOM, Medical Bigdata, Artificial Intelligence Training Platform, Machine Learning, Deep Learning
A Study on the Method of Differentiating Between Elderly Walking and Non-Senior Walking Using Machine Learning Models
Ga Young Kim, Su Hwan Jeong, Soo Hyeon Eom, Seong Won Jang, So Yeon Lee, Sangil Cho KIPS Transactions on Computer and Communication Systems,
Vol. 10, No. 9, pp. 251-260,
Sep.
2021
https://doi.org/10.3745/KTCCS.2021.10.9.251
Keywords: Gait Analysis, Machine Learning, Supervised Learning, Neural Network Models

Keywords: Gait Analysis, Machine Learning, Supervised Learning, Neural Network Models
Improvement of Accuracy of Decision Tree By Reprocessing
Lee Gye Seong The KIPS Transactions:PartB ,
Vol. 10, No. 6, pp. 593-598,
Oct.
2003
10.3745/KIPSTB.2003.10.6.593

A Study of using Emotional Features for Information Retrieval Systems
Kim Myeong Gwan , Bak Yeong Taeg The KIPS Transactions:PartB ,
Vol. 10, No. 6, pp. 579-586,
Oct.
2003
10.3745/KIPSTB.2003.10.6.579

Research about feature selection that use heuristic function
Seok Mi Hong , Kyung Sook Jung , Tae Choong Chung The KIPS Transactions:PartB ,
Vol. 10, No. 3, pp. 281-286,
Jun.
2003
10.3745/KIPSTB.2003.10.3.281
