NSTL国家科技图书文献中心

1. Clean-to-clean: pretraining vision transformers without additional data NSTL国家科技图书文献中心

Hyeonjin Lee | Songkuk Kim ... - 《Machine Vision and Applications》 - 2025,36(3) - 72.1～72.13 - 共13页

摘要：Although self-supervised learning is an effective way to pretrain vision transformers for image classification, it usually requires additional datasets derived from the training dataset, which leads t...

关键词： Self-supervised learning | Vision transformer | Patch embedding | Attention

2. PFSC: Parameter-free sphere classifier for imbalanced data classification NSTL国家科技图书文献中心

Yeontark Park | Jong-Seok Lee - 《Expert Systems with Application》 - 2024,249(Sep. Pt.C) - 123822.1～123822.15 - 共15页

摘要：Imbalanced data classification is a prevalent challenge in real-world applications. While a conventional sphere-based classification algorithm, random sphere cover (RSC), evenly constructs a set of sp...

关键词： Classification | Class imbalance | Sphere-based classifier | Parameter-free classifier | Area under the receiver operating characteristic

3. Learning from class-imbalanced data using misclassification-focusing generative adversarial networks NSTL国家科技图书文献中心

Jaesub Yun | Jong-Seok Lee - 《Expert Systems with Application》 - 2024,240(Apr.) - 122288.1～122288.17 - 共17页

摘要：This paper presents a novel end-to-end oversampling-classification approach, which we refer to as imbalanced data-classifying generative adversarial network (ImbGAN), for imbalanced data classificatio...

关键词： Class imbalance | Oversampling | Generative adversarial networks | End-to-end learning | Deep learning

4. Plain language summary: tarlatamab for patients with previously treated small cell lung cancer NSTL国家科技图书文献中心

Myung-Ju Ahn | Byoung Chul Cho ... - 《Future oncology》 - 2024,20(40) - 3355～3364 - 共10页

摘要：What is this summary about?: This is a summary of a phase 2 clinical study called DeLLphi-301. The study looked at how effective and safe a medicine called tarlatamab was in participants with small ce...

关键词： Clinical trials; DLL3; DeLLphi-301; Immunotherapy; SCLC; Small cell lung cancer; T cell; Tarlatamab.

5. Maximizing AUC to learn weighted naive Bayes for imbalanced data classification EI 工程索引 NSTL国家科技图书文献中心

Taeheung Kim | Jong-Seok Lee - 《Expert Systems with Application》 - 2023,217(May) - 119564.1～119564.17 - 共17页 - 被引量：10

摘要：Imbalanced data classification is a challenging problem frequently encountered in many real-world applications. Traditional classification algorithms are generally designed to maximize overall accurac...

关键词： Class imbalance | Naive Bayes | Attribute weighting | Area under ROC | Nonlinear optimization

6. Graph-based density peak merging for identifying multi-peak clusters NSTL国家科技图书文献中心

Minseok Han | Jong-Seok Lee - 《Applied Soft Computing》 - 2023,146 - 110657-1～110657-11 - 共11页 - 被引量：4

摘要：Density peaks clustering (DPC), which is short for clustering by fast search-and-find of density peaks, is a recently developed density-based clustering method that is widely used because of its effec...

关键词： Clustering | Local density peak | Multi-peak cluster | Fast merging | Directed graph

7. BAND: BAgging noise detectors with application to semiconductor wafer denoising NSTL国家科技图书文献中心

Taeheung Kim | Jong-Seok Lee - 《Applied Soft Computing》 - 2023,147 - 110742-1～110742-15 - 共15页

摘要：In semiconductor manufacturing processes, spatial defect patterns on semiconductor wafers can provide useful information to quality engineers regarding the root causes of abnormalities. As early detec...

关键词： Noise detection | Parameter-free method | Semiconductor wafer inspection | Bootstrap aggregating | Spectral clustering

8. EEG-Based Emotional Video Classification via Learning Connectivity Structure NSTL国家科技图书文献中心

Soobeom Jang | Seong-Eun Moon ... - 《IEEE transactions on affective computing》 - 2023,14(2) - 1586～1597 - 共12页 - 被引量：2

摘要：Electroencephalography (EEG) is a useful way to implicitly monitor the user's perceptual state during multimedia consumption. One of the primary challenges for the practical use of EEG-based monitorin...

关键词： Feature extraction | Brain modeling | Electroencephalography | Data mining | Convolution | Convolutional neural networks | Computational modeling

9. Simultaneous Joining and Forming of Dissimilar Steels by Electrically Assisted Pressure Joining NSTL国家科技图书文献中心

Thanh Thuong Do | Siwhan Lee ... - 《Steel Research International》 - 2023,94(2) - 2200256～n/a - 共8页 - 被引量：1

摘要：In the present study, simultaneous joining and forming of dissimilar steels Q235B (ball) and SCM435 (stud) by electrically assisted pressure joining (EAPJ) are experimentally investigated. The target ...

关键词： dissimilar steels | electrically assisted pressure joining | microstructures | simultaneous joining | simultaneous forming

10. Tyrosine-mediated analog resistive switching for artificial neural networks EI 工程索引 NSTL国家科技图书文献中心

Min-Kyu Song | Seok Daniel Namgung ... - 《Nano Research》 - 2023,16(1) - 858～864 - 共7页 - 被引量：8

摘要：The fourth industrial revolution indispensably brings explosive data processing and storage; thus, a new computing paradigm based on artificial intelligence-enabling device structure is urgently requi...