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Search: "[ keyword: Classification ]" (98)
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
Energy Minimization Model for Pattern Classification of the Movement Tracks
Jin Sook Kang , Jin Sook Kim , Eui Young Cha The KIPS Transactions:PartB ,
Vol. 11, No. 3, pp. 281-288,
Jun.
2004
10.3745/KIPSTB.2004.11.3.281
10.3745/KIPSTB.2004.11.3.281
A Study on the Classification for Satellite Images using Hybrid Method
Jeon Yeong Jun , Kim Jin Il The KIPS Transactions:PartB ,
Vol. 11, No. 2, pp. 159-168,
Apr.
2004
10.3745/KIPSTB.2004.11.2.159
10.3745/KIPSTB.2004.11.2.159
Design and Implementation of Web Mail Filtering Agent for Personalized Classification
Jeong Og Lan , Jo Dong Seob The KIPS Transactions:PartB ,
Vol. 10, No. 7, pp. 853-862,
Dec.
2003
10.3745/KIPSTB.2003.10.7.853
10.3745/KIPSTB.2003.10.7.853
Fingerprint Classification Based On the Entropy of Ridges
Park Chang Hui , Yun Gyeong Bae , Go Chang Bae The KIPS Transactions:PartB ,
Vol. 10, No. 5, pp. 497-502,
Aug.
2003
10.3745/KIPSTB.2003.10.5.497
10.3745/KIPSTB.2003.10.5.497
A Study on Improvement of Contents Classification System in Wireless Internet
Lee Myeong Seob , Kim Byeong Gi The KIPS Transactions:PartA,
Vol. 10, No. 4, pp. 419-424,
Oct.
2003
10.3745/KIPSTA.2003.10.4.419
10.3745/KIPSTA.2003.10.4.419
Collection and Extraction Algorithm of Field Associated Terms
Samuel Sang Kon Lee , Wan Kwon Lee The KIPS Transactions:PartB ,
Vol. 10, No. 3, pp. 347-358,
Jun.
2003
10.3745/KIPSTB.2003.10.3.347
10.3745/KIPSTB.2003.10.3.347
Warning Classification Method Based On Artificial Neural Network Using Topics of Source Code
Jung-Been Lee KIPS Transactions on Computer and Communication Systems,
Vol. 9, No. 11, pp. 273-280,
Nov.
2020
https://doi.org/10.3745/KTCCS.2020.9.11.273
Keywords: software engineering, Static Analysis, Warning Classification, Artificial neural network, topic modeling
https://doi.org/10.3745/KTCCS.2020.9.11.273
Keywords: software engineering, Static Analysis, Warning Classification, Artificial neural network, topic modeling
A Machine Learning Approach to Web Image Classification
Soo Sun Cho , Dong Woo Lee , Dong Won Han , Chi Jung Hwang The KIPS Transactions:PartB ,
Vol. 9, No. 6, pp. 759-764,
Dec.
2002
10.3745/KIPSTB.2002.9.6.759
10.3745/KIPSTB.2002.9.6.759