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Toward Clinically Trustworthy Alzheimer’s Diagnosis: Combining EfficientNetV2B0 and XAI Techniques for MRI Analysis

by Faizaan Fazal Khan, Goo-Rak Kwon
Published in 스마트미디어저널, 14(6) (30.06.2025)

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A review of the clinical implementation of a transparent orthodontic system utilizing Korean technology

by Man-Hyeok Bang, So-Youn An
Published in 스마트미디어저널, 14(6) (30.06.2025)

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A Study on Dataset Development and Model Vulnerability to Backdoors

by Godfrey Niringiye, 이훈재, 강동우, 이영실
Published in 스마트미디어저널, 14(2) (28.02.2025)

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Ransomware Detection Using Deep Q-Network and L2PGD Attack Analysis on a Custom Dataset

by Niringiye Godfrey, HoonJae Lee, ByungGook Lee
Published in 스마트미디어저널, 14(2) (28.02.2025)

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Assessing the Effectiveness of Augmentation Techniques in Enhancing Plant Leaf Disease Classification

by MD Ilias Bappi, David J. Richter, 김경백
Published in 스마트미디어저널, 14(1) (31.01.2025)

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Comparison and analysis of CNN models to Address Skewed Data Issues in Alzheimer's Diagnosis

by Faizaan Fazal Khan, Faizaan Fazal Khan, Kwon, Goo-Rak
Published in Korean Institute of Smart Media (31.10.2024)

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Adversarial Sample Generation and Training using Neural Network

by Jung, Ho Yub
Published in Korean Institute of Smart Media (31.10.2024)

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Improving the Recognition of Known and Unknown Plant Disease Classes Using Deep Learning

by Yao Meng, Jaehwan Lee, Alvaro Fuentes, Mun Haeng Lee, Taehyun Kim, Sook Yoon, Dong Sun Park
Published in Korean Institute of Smart Media (30.08.2024)

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Novel Category Discovery in Plant Species and Disease Identification through Knowledge Distillation

by Jiuqing Dong, Jiuqing Dong, Alvaro Fuentes, Alvaro Fuentes, Mun Haeng Lee, Mun Haeng Lee, Taehyun Kim, Taehyun Kim, Sook Yoon, Sook Yoon, Dong Sun Park, Dong Sun Park
Published in Korean Institute of Smart Media (31.07.2024)

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A Review of Public Datasets for Keystroke-based Behavior Analysis

by Kolmogortseva Karina, Kolmogortseva Karina, Soo-Hyung Kim, Soo-Hyung Kim, Aera Kim, Aera Kim
Published in Korean Institute of Smart Media (31.07.2024)

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Sentiment Analysis on 'HelloTalk' App Reviews Using NRC Emotion Lexicon and GoEmotions Dataset

by Simay Akar, Simay Akar, Yang Sok Kim, Yang Sok Kim, Mi Jin Noh, Mi Jin Noh
Published in Korean Institute of Smart Media (28.06.2024)

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An Implementation of Effective CNN Model for AD Detection

by Vyshnavi Ramineni, Vyshnavi Ramineni, Goo-Rak Kwon, Goo-Rak Kwon
Published in Korean Institute of Smart Media (28.06.2024)

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Analyzing User Feedback on a Fan Community Platform 'Weverse': A Text Mining Approach

by Thi Thao Van Ho, Thi Thao Van Ho, Mi Jin Noh, Mi Jin Noh, Yu Na Lee, Yu Na Lee, Yang Sok Kim, Yang Sok Kim
Published in Korean Institute of Smart Media (28.06.2024)

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A Study on Innovative Design Approaches for Implementing an Intelligent ICT-Based Smart Highway

by Yun, Bong shik, Kim, Myong yun
Published in Korean Institute of Smart Media (29.03.2024)

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피부 병변 분할을 위한 어텐션 기반 딥러닝 프레임워크

by Afnan Ghafoor, 이범식
Published in 스마트미디어저널, 13(3) (01.03.2024)

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Multi-Cattle Tracking Algorithm with Enhanced Trajectory Estimation in Precision Livestock Farms

by Han, Shujie, uentes, Alvaro, Yoon, Sook, Park, Jongbin, Park, Dong Sun
Published in Korean Institute of Smart Media (29.02.2024)

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Parking Lot Occupancy Detection using Deep Learning and Fisheye Camera for AIoT System

by p, p
Published in Korean Institute of Smart Media (31.01.2024)

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A Comparative Study and Analysis of LoRaWAN Performance in NS3

by p, p
Published in Korean Institute of Smart Media (31.01.2024)

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Insights for Improving Road Safety：Focusing on Vehicle Accidents in Daegu Metropolitan City

by I, I
Published in Korean Institute of Smart Media (31.12.2023)

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Forecasting Fish Import Using Deep Learning: A Comprehensive Analysis of Two Different Fish Varieties in South Korea

by I, I
Published in Korean Institute of Smart Media (31.12.2023)

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