Search Results for author: Daehan Won

Found 6 papers, 1 papers with code

Synthetic sampling from small datasets: A modified mega-trend diffusion approach using k-nearest neighbors

1 code implementation Knowledge-Based Systems 2021 Jayanth Sivakumar, Karthik Ramamurthy, Menaka Radhakrishnan, Daehan Won

kNNMTD is compared with baseline MTD, CTGAN, and synthetic minority oversampling technique (SMOTE) for classification tasks as well as against SMOTE for regression (SmoteR) for regression tasks.

Decision Making regression +1

Optimization of Passive Chip Components Placement with Self-Alignment Effect for Advanced Surface Mounting Technology

no code implementations27 Jan 2020 Irandokht Parviziomran, Shun Cao, Hae-Yong Yang, Seungbae Park, Daehan Won

Surface mount technology (SMT) is an enhanced method in electronic packaging in which electronic components are placed directly on soldered printing circuit board (PCB) and are permanently attached on PCB with the aim of reflow soldering process.

2D Human Pose Estimation Position +1

Classification of Cervical Cancer Dataset

no code implementations11 Dec 2018 Avishek Choudhury, Y. M. S Al Wesabi, Daehan Won

This paper presents diverse classification techniques and shows the advantage of feature selection approaches to the best predicting of cervical cancer disease.

Classification Dimensionality Reduction +2

Decision Support System for Renal Transplantation

no code implementations11 Dec 2018 Ehsan Khan, Avishek Choudhury, Amy L Friedman, Daehan Won

Transplant centers and organ procurement organizations can take advantage of the prediction model to efficiently predict the outcome of kidney transplantation.

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