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김윤호
Kim, Yunho

김윤호

Department of Mathematical Sciences(수리과학과)

  • Mathematical Imaging Analysis Lab.
  • Website
Research Interests
Optimization;calculus of variations;partial differential equations;computational mathematics;inverse problems;convex analysis;Image Processing;Compressed Sensing;Eigenvalue Problems;Medical/Biomedical Imaging
Lab Description
I am mostly interested in mathematical understanding of image data, especially medical and biomedical image data. The research projects that I either had finished or am still pursuing include
1. Image denoising/deblurring/segmentation problems,2. A.I. research for image processing tasks using Reservoir Computing Networks in Neuromorphic Computing3. Generalized eigenvalue problems and their numerical computations,4. Medical/biomedical image reconstruction problems,5. Variants of the Allen-Cahn equation in connection with (volume preserving) mean curvature motion.
Researcher ID Research Gate ORCiD Scopus Google Scholar
Previous
Improved weight initialization for deep and narrow feedforward neural network File File

Lee, Hyunwoo , Kim, Yunho , Yang, Seung Yeop , Choi, Hayoung

Article Issue Date2024-08 View8
Fine-Tuning of Predictive Models CNN-LSTM and CONV-LSTM for Nowcasting PM2.5 Level File File

Putri, Tafia Hasna , Caraka, Rezzy Eko , Toharudin, Toni , Kim, Yunho , Chen, Rung-Ching , Gio, Prana Ugiana , Sakti, Anjar Dimara , Pontoh, Resa Septiani , Pratiwi, Indah Reski , Nugraha, Farid Azhar Lutfi , et al

Article Issue Date2024-03 View8
Empowering deaf communication: a novel LSTM model for recognizing Indonesian sign language File

Caraka, Rezzy Eko , Supardi, Khairunnisa , Kurniawan, Robert , Kim, Yunho , Gio, Prana Ugiana , Yuniarto, Budi , Mubarok, Faiq Zakki , Pardamean, Bens

Article Issue Date2024-03 View7
Understanding Pediatric Health Trends in Papua: Insights From SUSENAS, RISKESDAS, Remote Sensing, and Its Relevance to Prabowo and Gibran's Free Lunch and Milk Program File File

Caraka, Rezzy Eko , Supardi, Khairunnisa , Kaban, Puspita Anggraini , Kurniawan, Robert , Gio, Prana Ugiana , Kim, Yunho , Mufti, Syihabuddin Ahmad , Chen, Rung-Ching , Zuhanda, Muhammad Khahfi , Tyasti, Avia Enggar , et al

Article Issue Date2024-03 View6
Business Predictive Analytics of Smallholder Indonesian Maize using Vector Error Correction File

Lubis, Anita Rizky , Ginting, Nelva Meyriani Br , Ayu, Sri Fajar , Caraka, Rezzy Eko , Kim, Yunho , Gio, Prana Ugiana , Pardamean, Bens

Article Issue Date2024-02 View7
Investigating Adolescent Vulnerability in Indonesia: A Socio-Remote Sensing Big Data Analytics Study Using Night Light Data File File

Toharudin, Toni , Caraka, Rezzy Eko , Kaban, Puspita Anggraini , Supardi, Khairunnisa , Kurniawan, Robert , Kim, Yunho , Mufti, Syihabuddin Ahmad , Gio, Prana Ugiana , Sakti, Anjar Dimara , Chen, Rung-Ching , et al

Article Issue Date2024-01 View14
Reservoir concatenation and the spectrum distribution of concatenated reservoir state matrices File File

Choi, Jaesung , Park Eonyoung , Jang, Bongsoo , Kim, Yunho

Article Issue Date2023-11 View6
Revisiting fuel subsidies in Indonesia using k-means, PAM, and CLARA File

Prasetyo, Fajar Agung , Caraka, Rezzy Eko , Kim, Yunho , Goldameir, Noor Ell , Sulistyowati , Tyasti, Avia Enggar , Ugiana, Prana Gio, , Anggoro, Faisal , Ramadhani, M , Pardamean, B

Article Issue Date2023-09 View10
Boosting Algorithm to handle Unbalanced Classification of PM2.5 Concentration Levels by Observing Meteorological Parameters in Jakarta-Indonesia using AdaBoost, XGBoost, CatBoost, and LightGBM File File

Toharudin, Toni , Caraka, Rezzy Eko , Pratiwi, Indah Reski , Kim, Yunho , Gio, Prana Ugiana , Sakti, Anjar Dimara , Noh, Maengseok , Nugraha, Farid Azhar Lutfi , Pontoh, Resa Septiani , Putri, Tafia Hasna , et al

Article Issue Date2023-04 View13
Optimization of Vehicle Routing Problem in the Context of E-commerce Logistics Distribution

Zuhanda, Muhammad Khahfi , Suwilo, Saib , Sitompal, Opim Salim , Mardiningsih , Caraka, Rezzy Eko , Kim, Yunho , Noh, Maengseok

Article Issue Date2023-03 View21
Connectivity, sport events, and tourism development of Mandalika's special economic zone: A perspective from big data cognitive analytics File

Caraka, Rezzy Eko , Wardhana, Irwanda Wisnu , Kim, Yunho , Sakti, Anjar Dimara , Gio, Prana Ugiana , Noh, Maengseok , Pardamean, Bens

Article Issue Date2023-03 View14
Spatial integration framework of solar, wind, and hydropower energy potential in Southeast Asia File File

Sakti, Anjar Dimara , Rohayani, Pitri , Izzah, Nurusshobah Ainul , Toya, Nur Afrizal , Hadi, Pradita Octoviandiningrum , Octavianti, Thanti , Harjupa, Wendi , Caraka, Rezzy Eko , Kim, Yunho , Avtar, Ram , et al

Article Issue Date2023-01 View6
Numerical investigation into the dependence of the Allen–Cahn equation on the free energy File

Lee, Dongsun , Kim, Yunho

Article Issue Date2022-05 View12
Deep-Learning-Based Algorithm for the Removal of Electromagnetic Interference Noise in Photoacoustic Endoscopic Image Processing File File

Gulenko, Oleksandra , Yang, Hyunmo , Kim, KiSik , Youm, Jin Young , Kim , Minjae , Kim, Yunho , Jung, Woonggyu , Yang, Joon-Mo

Article Issue Date2022-05 View17
Two-stage adaptive random Fourier sampling method for image reconstruction File

Yoon, Joo Dong , Kim, Yunho

Article Issue Date2021-09 View5
PDE-guided reservoir computing for image denoising with small data File

Jeon, Jongha , Kim, Pilwon , Jang, Bongsoo , Kim, Yunho

Article Issue Date2021-07 View12
Novel mass-conserving Allen–Cahn equation for the boundedness of an order parameter File

Lee, Dongsun , Kim, Yunho

Article Issue Date2020-06 View5
Non-unique solutions for a convex TV - L-1 problem in image segmentation File

Kim, Yunho

Article Issue Date2020-01 View10
An unconstrained global optimization framework for real symmetric eigenvalue problems File

Kim, Yunho

Article Issue Date2019-10 View6
Direct imaging of structural disordering and heterogeneous dynamics of fullerene molecular liquid File File

Choe, Jeongheon , Lee, Yangjin , Park, Jungwon , Kim, Yunho , Kim, Chae Un , Kim, Kwanpyo

Article Issue Date2019-09 View10
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