Research

Paper

   Jaehyeong Lee, Yoon Choi, and Yourim Yoon. "Genetic Algorithm-based Feature Selection for Machine Learning System Diagnosing Sarcopenia with Survey Data." Proceedings of the Companion Conference on Genetic and Evolutionary Computation. 2023. 

    Jingeun Kim, Hye-Jin Park, and Yourim Yoon. "RNA Sequences-Based Diagnosis of Parkinson’s Disease Using Various Feature Selection Methods and Machine Learning." Applied Sciences 13.4 (2023) 

    Jaeyoung Yang, Yong-Hyuk Kim, and Yourim Yoon. "A Memetic Algorithm with a Novel Repair Heuristic for the Multiple-Choice Multidimensional Knapsack Problem." Mathematics 10.4 (2022)

    Seung-Hyun Moon, and Yourim Yoon. "Genetic Mean Reversion Strategy for Online Portfolio Selection with Transaction Costs." Mathematics 10.7 (2022)

    Yourim Yoon and Yong-Hyuk Kim, "Maximizing the Coverage of Sensor Deployments Using a Memetic Algorithm and Fast Coverage Estimation.“ IEEE Transactions on Cybernetics 52.7 (2022)​

    Jingeun Kim, Yourim Yoon, Hye-Jin Park, Yong-Hyuk Kim, "Comparative Study of Classification Algorithms for Various DNA Microarray Data." Genes 13.3 (2022)

    Jaehyeong Lee, Hyuk Jang, Sungmin Ha, and Yourim Yoon. "Android Malware Detection Using Machine Learning with Feature Selection Based on the Genetic Algorithm." Mathematics 9.21 (2021)

    Kim, Eun-Sung, Shin, Seung-Soo, Yong-Hyuk Kim, and Yourim Yoon. "State of the Art Technology Trends and Case Analysis of Leading Research in Harmony Search Algorithm." Journal of the Korea Convergence Society 12.11 (2021)

    Seung-Ju Lee and Yourim Yoon, "Electricity cost optimization in energy storage systems by combining a genetic algorithm with dynamic programming." Mathematics 8.9 (2020)

    Yong-Hyuk Kim, Seung-Hyun Moon, and Yourim Yoon. "Detection of Precipitation and Fog Using Machine Learning on Backscatter Data from Lidar Ceilometer." Applied Sciences 10.18 (2020)

    Yong-Hoon Kim, Yourim Yoon, and Yong-Hyuk Kim. "Towards a better basis search through a surrogate model-based epistasis minimization for pseudo-Boolean optimization." Mathematics 8.8 (2020)

    Yourim Yoon and Yong-Hyuk Kim, "Optimizing taxon addition order and branch lengths in the construction of phylogenetic trees using maximum likelihood." Journal of Bioinformatics and Computational Biology 18.02 (2020)

    Yourim Yoon and Yong-Hyuk Kim, "Gene-similarity normalization in a genetic algorithm for the maximum k-coverage problem." Mathematics 8.4 (2020)

    Yong-Hyuk Kim, Yourim Yoon, and Zong Woo Geem, "A comparison study of harmony search and genetic algorithm for the max-cut problem." Swarm and evolutionary computation 44 (2019)

    HyukGeun Choi, Jinhyun Kim, Yourim Yoon, and Byung-Ro Moon. "Investigation of incremental hybrid genetic algorithm with subgraph isomorphism problem." Swarm and Evolutionary Computation 49 (2019)

    Seung-Ju Lee,  Hyun-Ji Moon, Da-Jung Kim, and Yourim Yoon. "Genetic algorithm-based feature selection for depression scale prediction." Proceedings of the Genetic and Evolutionary Computation Conference Companion. 2019.

Project

    포노 사피엔스시대의 시니어를 위한 건강관리 [Re:]솔루션: 근감소 예방과 관리를 위한 헬스웨이 구축, 한국연구재단, 2022.09.01~2026.05.31​

    메타휴리스틱 기반 특징선택 알고리즘을 이용한 IT-BT/ET  융합기술 연구, 한국연구재단, 2022.06.01~2025.02.28 ​

    다양한 특징선택 알고리즘의 이론과 응용, 가천대학교, 2021.05.15~2022.05.14 ​

    초미세먼지 유발 폐질환 분석 및 메타 휴리스틱 기반 특징선택 알고리즘을 이용한 치료용 식의약품 스크리닝, 가천대학교, 2020.05.15~2021.05.14 ​

    ESS 변동 요금제 기반 신재생에너지 발전 단지 제어 알고리즘 개발, 한국연구재단, 2017.03.01~2020.02.28 ​

ETC

    오차의 가중치 합의 최적화를 활용한 실내 무선 측위 방법 및 장치 / 대한민국 특허 등록 / 2020/ 윤유림, 이승주, 문현지​

    기계학습을 이용한 실내 무선 측위 서비스 방법, 장치 및 컴퓨터 판독가능 기록 매체 / 대한민국 특허 등록 / 2019/ 윤유림​

    에너지 충방전 스케줄링 장치 및 방법 / 대한민국 특허 등록 / 2018/ 윤유림