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Search: "[ keyword: Machine Learning ]" (46)
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
https://doi.org/10.3745/KTCCS.2022.11.12.445
Keywords: Machine Learning, Scaling, SMOTE, Light GBM, Imbalanced Classification
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
https://doi.org/10.3745/KTCCS.2022.11.4.127
Keywords: TOR Network, Machine Learning, Website Fingerprinting, Service Types, Classification
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
https://doi.org/10.3745/KTCCS.2021.10.10.285
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
https://doi.org/10.3745/KTCCS.2021.10.9.251
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
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
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
10.3745/KIPSTB.2003.10.3.281
A Comparative Study of Machine Learning Algorithms Based on Tensorflow for Data Prediction
Qalab E. Abbas, Sung-Bong Jang KIPS Transactions on Computer and Communication Systems,
Vol. 10, No. 3, pp. 71-80,
Mar.
2021
https://doi.org/10.3745/KTCCS.2021.10.3.71
Keywords: Artificial Neural Network Algorithm, Machine Learning, Data Prediction, Learning Performance Comparison
https://doi.org/10.3745/KTCCS.2021.10.3.71
Keywords: Artificial Neural Network Algorithm, Machine Learning, Data Prediction, Learning Performance Comparison
Construction of Artificial Intelligence Training Platform for Multi-Center Clinical Research
Lee Chung-Sub, Kim Ji-Eon, No Si-Hyeong, Kim Tae-Hoon, Yoon Kwon-Ha, Jeong Chang-Won KIPS Transactions on Computer and Communication Systems,
Vol. 9, No. 10, pp. 239-246,
Oct.
2020
https://doi.org/10.3745/KTCCS.2020.9.10.239
Keywords: DICOM, Radiology_CDM, Medical Bigdata, Artificial Intelligence Training Platform, Machine Learning
https://doi.org/10.3745/KTCCS.2020.9.10.239
Keywords: DICOM, Radiology_CDM, Medical Bigdata, Artificial Intelligence Training Platform, Machine Learning
Design of Adaptive Electronic Commerce Agents Using Machine Learning Techniques
Hey Jung Baek , Young Tack Park The KIPS Transactions:PartB ,
Vol. 9, No. 6, pp. 775-782,
Dec.
2002
10.3745/KIPSTB.2002.9.6.775
10.3745/KIPSTB.2002.9.6.775