International Journal
2024
Seungkyun Hong*, Sunghyun Ahn*, Youngwan Jo, Sanghyun Park (* co-first authors), “Making Anomalies More Anomalous: Video Anomaly Detection Using a Novel Generator and Destroyer”, IEEE Access, February, 2024
2023
Jieun Lee, Sangmin Seo, Jonghwan Choi, Sanghyun Park, “K2vTune: A workload-aware configuration tuning for RocksDB”, Information Processing and Management, November, 2023
Gyubaek Kim, Sanghyun Park, “Analysis of household power consumption data for social safety net services”, Energy Reports, September, 2023
Juyeon Seo, Kyeonghun Kim, Sangmin Seo, Sanghyun Park, “DARK: Deep automatic Redis knobs tuning system depending on the persistence method”, Expert Systems with Applications, July, 2023
2022
Jinuk Park, Chanhee Park, Jonghwan Choi, Sanghyun Park, “DeepGate: Global-local decomposition for multivariate time series modeling”, Information Sciences, January, 2022
2021
Jungsoo Hong, Jinuk Park, Sanghyun Park, “StackDA: A Stacked Dual Attention Neural Network for Multivariate Time-Series Forecasting”, IEEE Access, October, 2021
Jin Huijun, Won Gi Choi, Jonghwan Choi, Hanseung Sung, Sanghyun Park, “Improvement of RocksDB Performance via Large-scale Parameter Analysis and Optimization”, Journal of Information Processing Systems, April, 2021
Gyubaek Kim, Sanghyun Park, “Activity Detection from Electricity Consumption and Communication Usage Data for Monitoring Lonely Deaths”, Sensors, April, 2021
2020
Won Gi Choi, Doyoung Kim, Hongchan Roh, Sanghyun Park, “OurRocks: offloading disk scan directly to GPU in write-optimized database system”, IEEE Transactions on Computers, September, 2020.
JiHwan Ha, Chihyun Park, Chanyoung Park, Sanghyun Park, “Improved prediction of miRNA-disease associations based on matrix completion with network regularization”, Cells, April, 2020.
Jihwan Lee, Won Gi Choi, Doyoung Kim, Hanseung Sung, Sanghyun Park, “TLSM: Tiered Log-Structured Merge-Tree Utilizing Non-Volatile Memory”, IEEE Access, March, 2020.
Minsoo Cho, JiHwan Ha, Chihyun Park, Sanghyun Park, “Combinatorial feature embedding based on CNN and LSTM for biomedical named entity recognition”, Journal of Biomedical Informatics, March, 2020.
JiHwan Ha, Chihyun Park, Chanyoung Park, Sanghyun Park, “IMIPMF: Inferring miRNA-disease interactions using probabilistic matrix factorization”, Journal of Biomedical Informatics, Feburary, 2020.
Chihyun Park, JiHwan Ha, Sanghyun Park, “Prediction of Alzheimer’s disease based on deep neural network by integrating gene expression and DNA methylation dataset”, Expert Systems With Applications (ESWA), January, 2020.
2019
Jinuk Park, Chanhee Park, Jeongwoo Kim, Minsoo Cho, Sanghyun Park, “ADC: Advanced Document Clustering Using Contextualized Representations”, Expert Systems With Applications (ESWA), June, 2019.
JiHwan Ha, Chihyun Park, Sanghyun Park, “PMAMCA: Prediction of MicroRNA-disease Association utilizing a Matrix Completion Approach”, BMC Systems Biology, January, 2019.
2018
JungRim Kim, Mincheol Shin, Jeongwoo Kim, Chihyun Park, Sujin Lee, Jaemin Woo, Hyerim Kim, Dongmin Seo, Seokjong Yu, Sanghyun Park, “CASS: A distributed network Clustering Algorithm based on Structure Similarity for large-scale network”, PLOS ONE, October 10, 2018.
Domestic Journal
2022
염찬호, 이지은, 박상현, “OANet: 데이터베이스 성능 예측을 위한 주의관심 메커니즘 기반 Ortho-Attention Ne”, 정보과학회논문지, November, 2022
서주연, 이지은, 김경훈, JIN HUIJUN, 박상현, “Redis 성능 향상을 위한 비선형 기계학습 기반의 파라미터 튜닝 연구”, 정보과학회논문지, June, 2022
2021
김경훈, 박진욱, 이지은, 박상현, “SMERT: 감성 분석 및 감정 탐지를 위한 단일 입출력 멀티 모달 BERT”, 정보과학회논문지, October, 2021
홍정수, 박진욱, 이지은, 김경훈, 홍승균, 박상현, “연속적인 시계열 예측을 위한 디노이징 다변량 시계열 모델링”, 정보과학회논문지, May, 2021
이지은, 박진욱, 박상현, “이미지 캡션 생성을 위한 다중 관점을 가진 자가 교열 트랜스포머”, 정보과학회논문지, March, 2021
2020
서주연, 성한승, 최원기, 박상현, “데이터 병렬성을 활용한 로그 파일 재구축 부하 개선 연구”, 데이터베이스연구, December, 2020
김도영, 최원기, 노홍찬, 박상현, “GPU 가속화 필터를 적용한 디스크 기반 키-값 데이터베이스”, 정보과학회컴퓨팅, March, 2020.
2019
성한승, 박상현, “메모리 기반 키-값 저장소에서의 데이터 압축 저장과 병렬 스냅샷 생성 기법”, 데이터베이스연구, August, 2019.
조민수, 박진욱, 하지환, 박찬희, 박상현, “멀티헤드 주의집중 기법과 하이웨이 네트워크를 활용한 생물학 개체명 인식”, 정보과학회논문지 June, 2019.
2018
김도영, 최원기, 성한승, 이지환, 박상현, “인-메모리 키-값 데이터베이스를 위한 비 휘발성 메모리 기반 영속적 로그 버퍼 기법”, 정보과학회논문지, November, 2018.