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Comparative evaluation of VAE-based monitoring statistics for real-time anomaly detection in AIS data File

Oh, YongKyung , Yoon, Kwonin , Park, Jaemin , Kim, Sungil

Article Issue Date2025-04 View146

Enhancing mean-variance portfolio optimization through GANs-based anomaly detection File

Kim, Jang Ho , Kim, Seyoung , Lee, Yongjae , Kim, Woo Chang , Fabozzi, Frank J.

Article Issue Date2025-03 View140

On diffusion-based generative models and their error bounds: The log-concave case with full convergence estimates File

Bruno, Stefano , Zhang, Ying , Lim, Dong-Young , Akyildiz, Ömer Deniz , Sabanis, Sotirios

Article Issue Date2025-02 View97

Verifiable computation over encrypted data via MPC-in-the-head zero-knowledge proofs File

Lee, Joohee , Cho, Sangrae , Kim, Soohyung , Park, Saerom

Article Issue Date2025-02 View159

Development and Validation of Parental Self-Efficacy Scale for Dietary Management of Children with Food Allergies File

Lee, Soo Jin , Yoo, Seoyoung , Kim, Jayun , Kim, Yeji , Lee, Yunna , Lim, Chiehyeon , Kim, Hyemee , Jung, Minyoung

Article Issue Date2025-02 View40

Fisher-informed continual learning for remaining useful life prediction of machining tools under varying operating conditions File

Kim, Gyeongho , Kang, Yun Seok , Yang, Sang Min , Choi, Jae Gyeong , Hwang, Gahyun , Park, Hyung Wook , Lim, Sunghoon

Article Issue Date2025-01 View216

Multistage Net: Learning Continuous Multistage Manufacturing Processes of Liquid Products Without Intermediate Output and Lead-Time Labels File

Cho, Hojin , Lim, Chiehyeon

Article Issue Date2024-12 View183

An Overview of Machine Learning for Portfolio Optimization File

Lee, Yongjae , Kim, Jang Ho , Kim, Woo Chang , Fabozzi, Frank J.

Article Issue Date2024-12 View187

An Overview of Optimization Models for Portfolio Management File

Kim, Jang Ho , Lee, Yongjae , Kim, Woo Chang , Kang, Taehyeon , Fabozzi, Frank J.

Article Issue Date2024-12 View144

Accurate synthesis of sensor-to-machined-surface image generation in carbon fiber-reinforced plastic drilling File File

Choi, Jae Gyeong , Kim, Dong Chan , Chung, Miyoung , Kim, Gyeongho , Park, Hyung Wook , Lim, Sunghoon

Article Issue Date2024-12 View207

Privacy-preserving inference resistant to model extraction attacks File

Byun, Junyoung , Choi, Yujin , Lee, Jaewook , Park, Saerom

Article Issue Date2024-12 View158

Multi-attention recommender system for non-fungible tokens File

Kim, Yejin , Kim, Seonmi , Lee, Youngbin , Hong, Joohwan , Lee, Yongjae

Article Issue Date2024-11 View151

MMP Net: A feedforward neural network model with sequential inputs for representing continuous multistage manufacturing processes without intermediate outputs File File

Cho, Hojin , Kim, Kyeongbin , Yoon, Kihyuk , Chun, Jaewook , Kim, Jaeyong , Lee, Kyeongmin , Lee, Junghye , Lim, Chiehyeon

Article Issue Date2024-10 View194

Grid-Based Bayesian Bootstrap Approach for Real-Time Detection of Abnormal Vessel Behaviors From AIS Data in Maritime Logistics File

Oh, YongKyung , Kim, Sungil

Article Issue Date2024-10 View196

Multi-modal Lifelog Data Fusion for Improved Human Activity Recognition: A Hybrid Approach File

Oh, YongKyung , Kim, Sungil

Article Issue Date2024-10 View210

Developing a deep learning-based uncertainty-aware tool wear prediction method using smartphone sensors for the turning process of Ti-6Al-4V File

Kim, Gyeongho , Yang, Sang Min , Kim, Dong Min , Choi, Jae Gyeong , Lim, Sunghoon , Park, Hyung Wook

Article Issue Date2024-10 View1199

Applying Multistep Classification Techniques With Pre-Classification to Recognize Static and Dynamic Hand Gestures Using a Soft Sensor-Embedded Glove File

Jeon, Sujin , Park, Soyeon , Bae, Joonbum , Lim, Sunghoon

Article Issue Date2024-10 View122

Explaining the impact of design choices on model quality in predictive process monitoring File

Kim, Sungkyu , Comuzzi, Marco , Di Francescomarino, Chiara

Article Issue Date2024-10 View123

Explainable predictive process monitoring: a user evaluation File

Rizzi, Williams , Comuzzi, Marco , Di Francescomarino, Chiara , Ghidini, Chiara , Lee, Suhwan , Maggi, Fabrizio Maria , Nolte, Alexander

Article Issue Date2024-10 View96

Emergency water distribution systems to improve spatial equality and spatial equity in a heterogeneous community with differing mobility characteristics File

Kim, Jooho , Kweon, Dagyo , Kweon, Sang Jin

Article Issue Date2024-10 View133

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