S. Ilkhomjon, S. Peng, S. Siet, D. Kim, D. Park and G. Yi, "Algorithm for Mining Maximal Balanced Bicliques using Formal Concept Analysis," IEEE Access, 2024 [link]
Mingeun Ji, Yejin Kan, Dongyeon Kim, Seungmin Lee, and Gangman Yi, "DeepPI: alignment-free analysis of flexible length proteins based on deep learning and image generator," Interdisciplinary Sciences: Computational Life Sciences, vol. 16, pp 1-12 2024 [link]
Bushra AA, Kim D, Kan Y, Yi G, "AutoSCAN: automatic detection of DBSCAN parameters and efficient clustering of data in overlapping density regions," PeerJ Computer Science, 10:e1921, 2024 [link]
Dongyeon Kim, Yejin Kan, Seungmin Lee, and Gangman Yi, "Parameter-Free Basis Allocation for Efficient Multiple Metric Learning," Machine Learning: Science and Technology, 2023 [link]
Dongyeon Kim, Yejin Kan, YooJin Aum, Wanhee Lee, and Gangman Yi, "Hotspots-based patrol route optimization algorithm for smart policing," Heliyon, Volume 9, Issue 10, 2023 [link]
F. D. Midekso and G. Yi, "RFfiller: a robust and fast statistical algorithm for gap filling in draft genomes," PeerJ, 10:e14186, 2022 [link]
Mingeun Ji, Yejin Kan, Dongyeon Kim, Jaehee Jung, and Gangman Yi, "cPlot: Contig-Plotting Visualization for the Analysis of Short-Read Nucleotide Sequence Alignments," Int. J. Mol. Sci., 23(19):11484, 2022 [link]
Ejigu GF, Yi G, Kim JI and Jung J, "ReGSP: a visualized application for homology-based gene searching and plotting using multiple reference sequences," PeerJ, 9:e12707, 2021 [link]
F. D. Midekso and G. Yi, "Empirical Evaluation of Methods for De Novo Genome Assembly," PeerJ Computer Science, 7:e636, 2021 [link]
A. A. Bushra and G. Yi, "Comparative Analysis Review of Pioneering DBSCAN and Successive Density-Based Clustering Algorithms," IEEE Access, vol. 9, pp. 87918-87935, 2021 [link]
J. Kim, M. Ji and G. Yi, "A Review on Sequence Alignment Algorithms for Short Reads Based on Next-Generation Sequencing," IEEE Access, vol. 8, pp. 189811-189822, 2020 [link]
Hyun-Woo Kim, Gangman Yi, Jong Hyuk Park, Young-Sik Jeong, "Adaptive resource management using many-core processing for fault tolerance based on cyber–physical cloud systems," Future Generation Computer Systems, Vol. 105, pp. 884-893, 2020 [link]
M. Ji, G. Yi and J. Jung, "Central Prediction System for Time Series Comparison and Analysis of Water Usage Data," IEEE Access, vol. 8, pp. 10342-10351, 2020 [link]
Jung, J., Yi, G., "A performance analysis of genome search by matching whole targeted reads on different environments," Soft Computing, vol. 23, pp. 9153–9160, 2019 [link]
B. Kim and G. Yi, "Location-Based Parallel Sequential Pattern Mining Algorithm," IEEE Access, vol. 7, pp. 128651-128658, 2019 [link]
Jung J, Kim JI, Yi G., "geneCo: a visualized comparative genomic method to analyze multiple genome structures," Bioinformatics, vol. 35(24), pp. 5303-5305, 2019 [link]
Choi, Sangil; Yi, Gangman., "Neighbor Discovery Optimization for Big Data Analysis in Low-Power, Low-Cost Communication Networks," Symmetry, Vol. 11(7), 2019 [link]
Yi, G., Loia, V., "High-performance computing systems and applications for AI," Journal of Supercomputing, vol. 75, pp 4248–4251, 2019 [link]
Li, Y., Yi, G. & Shin, BS, "Spatial task management method for location privacy aware crowdsourcing," Cluster Computing, vol. 22, pp. 1797–1803, 2019 [link]
Yi, G., Pan, Y., "Advanced computer science and applications for soft computing of converged IT environments," Soft Computing, vol. 22, pp. 6617–6619, 2018 [link]
Yi, G., Heo, YA., Byun, H. et al., "MRM: mobile resource management scheme on mobile cloud computing, J Ambient Intell Human Computing, vol. 9, pp. 1245–1257, 2018 [link]
Jung J, Kim JI, Jeong YS, Yi G., "AGORA: organellar genome annotation from the amino acid and nucleotide references," Bioinformatics, vol. 34(15), pp. 2661-2663, 2018 [link]
G. Yi, H. Kim, J. H. Park and Y. Jeong, "Job Allocation Mechanism for Battery Consumption Minimization of Cyber-Physical-Social Big Data Processing Based on Mobile Cloud Computing," IEEE Access, vol. 6, pp. 21769-21777, 2018 [link]
Kim JI, Yoon HS, Yi G, Shin W, Archibald JM., "Comparative mitochondrial genomics of cryptophyte algae: gene shuffling and dynamic mobile genetic elements," BMC Genomics, vol. 19(1), 275, 2018 [link]
Jung, Jaehee; Kim, Jong I.; Jeong, Young-Sik; Yi, Gangman., "A Robust Method for Finding the Automated Best Matched Genes Based on Grouping Similar Fragments of Large-Scale References for Genome Assembly," Symmetry, vol. 9(9), 192, 2017 [link]
Park, J.H., Sung, Y., Sharma, P.K. et al., "Novel assessment method for accessing private data in social network security services," Journal of Supercomputing, vol. 73, pp. 3307–3325, 2017 [link]
Hung, J.C., Yi, G., "Advances in next era cloud-empowered computing and techniques," Journal of Supercomputing, vol. 73, pp. 2843–2850, 2017 [link]
Kim JI, Moore CE, Archibald JM, Bhattacharya D, Yi G, Yoon HS, Shin W., "Evolutionary Dynamics of Cryptophyte Plastid Genomes," Genome Biology and Evolution, vol. 9(7), pp. 1859-1872, 2017 [link]
Kim B, Kim J, Yi G., "Analysis of Clustering Evaluation Considering Features of Item Response Data Using Data Mining Technique for Setting Cut-Off Scores," Symmetry, vol. 9, 62, 2017 [link]
Choi, S., Yi, G., "Energy Consumption and Efficiency Issues in Human Activity Monitoring System," Wireless Personal Communications, vol. 91, pp. 1799–1815, 2016 [link]
G. Yi, J. H. Park and S. Choi, "Energy-Efficient Distributed Topology Control Algorithm for Low-Power IoT Communication Networks," IEEE Access, vol. 4, pp. 9193-9203, 2016 [link]
Yi, Gangman & Jung, Jaehee, "The Research Reviews for the Image Processing Using Captured Drone Images," Advanced Science Letters, vol. 22, pp. 2520-2523, 2016 [link]
Choi S, Yi G., "Asymmetric Block Design-Based Neighbor Discovery Protocol in Sensor Networks," Sustainability, vol. 8(5), 431, 2016 [link]
Han, SH., Yi, G., "High performance clustering algorithm for analysis of protein family clusters," Journal of Supercomputing, vol. 72, pp. 1878–1896,2016 [link]
Jeong, HY., Yi, G. & Park, J.H., "A service composition model based on user experience in Ubi-cloud comp," Telecommunication Systems, vol. 61, pp. 897–907, 2016 [link]
Yang EC, Kim KM, Kim SY, Lee J, Boo GH, Lee JH, Nelson WA, Yi G, Schmidt WE, Fredericq S, Boo SM, Bhattacharya D, Yoon HS., "Highly Conserved Mitochondrial Genomes among Multicellular Red Algae of the Florideophyceae," Genome Biology and Evolution, vol. 7(8), pp. 2394-2406, 2015 [link]
Choi M, Park J-H, Yi G., "Attendance Check System and Implementation for Wi-Fi Networks Supporting Unlimited Number of Concurrent Connections," International Journal of Distributed Sensor Networks, 2015 [link]
Gangman Yi, "An Optimized Prediction Model Based on Feature Probability for Functional Identification of Large-Scale Ubiquitous Data," Mathematical Problems in Engineering, vol. 2015, Article ID 647296, 7 pages, 2015 [link]
Kim JI, Yoon HS, Yi G, Kim HS, Yih W, Shin W, "The Plastid Genome of the Cryptomonad Teleaulax amphioxeia," PLoS ONE, vol. 10(6), e0129284, 2015 [link]
Yi G, Choi S-J, Hwang K-i., "A Light-Weight Metering File System for Sustainable Real-Time Meter Data Management," Sustainability, vol. 6(9), pp. 6351-6361, 2014 [link]
Gangman Yi, Neil Y. Yen, "Development of Highly Interactive Service Platform for Social Learning via Ubiquitous Media", Mathematical Problems in Engineering, vol. 2014, Article ID 395295, 8 pages, 2014 [link]
Slagter, K., Hsu, CH., Chung, YC. et al., "SmartJoin: a network-aware multiway join for MapReduce," Cluster Computing, vol. 17, pp. 629–641, 2014 [link]
Ouyang, YC., Chiang, YJ., Hsu, CH. et al., "An optimal control policy to realize green cloud systems with SLA-awareness," Journal of Supercomputing, vol. 69, pp. 1284–1310, 2014 [link]
Kwang-il Hwang, Gangman Yi, "Adaptive Low-Power Listening MAC Protocol Based on Transmission Rates," The Scientific World Journal, vol. 2014, Article ID 473132, 6 pages, 2014 [link]
Heung Ki Lee, Jaehee Jung, Gangman Yi, "Resource Management Scheme Based on Ubiquitous Data Analysis," The Scientific World Journal, vol. 2014, Article ID 156083, 11 pages, 2014 [link]
Kim KM, Yang EC, Yi G, Yoon HS., "Complete mitochondrial genome of sublittoral macroalga Rhodymenia pseudopalmata (Rhodymeniales, Rhodophyta)," Mitochondrial DNA, vol. 25(4), pp.273-274, 2014 [link]
Yi G, Yu D, Kim N., "Adjusting Control Packet Transmission Intervals in Low Power Sensor Systems," International Journal of Distributed Sensor Networks, 2014 [link]
Jaehee Jung, Heung Ki Lee, Gangman Yi, "A Novel Method for Functional Annotation Prediction Based on Combination of Classification Methods," The Scientific World Journal, vol. 2014, Article ID 542824, 9 pages, 2014 [link]
Hwa-Young Jeong, Gangman Yi, "A Service Based Adaptive U-Learning System Using UX," The Scientific World Journal, vol. 2014, Article ID 109435, 9 pages, 2014 [link]
Heung Ki Lee, Jaehee Jung, Kyung Jin Ahn, Hwa-Young Jeong, Gangman Yi, "Numeric Analysis for Relationship-Aware Scalable Streaming Scheme," Journal of Applied Mathematics, pp. 1-12, 2014 [link]
Bang, Haejeen & Yi, Gangman & Kim, Sunggil & Leskovar, Daniel & Patil, Bhimanagouda., "Watermelon lycopene β-cyclase: promoter characterization leads to the development of a PCR marker for allelic selection," Euphytica, vol. 200. pp. 363-378, 2014 [link]
Yi G, Thon MR, Sze SH., "Supervised protein family classification and new family construction," Journal of Computational Biology, Vol. 19(8), pp. 957-967, 2012 [link]
Conferences
International Conference
Yejin Kan, Jinkyung Yang and Gangman Yi, "Integration of multi-view features of protein sequences for improved protein function prediction", The 23rd European Conference on Computational Biology (ECCB), 2024
Kim, Dongyeon; Kan, Yejin; Yi, Gangman, "Novel Patrol Route Optimization Method Based on Big Data Analysis", In: 2022 IEEE International Conference on Big Data (Big Data). IEEE, 2022. p. 6699-6701.
Y. Kan, D. Kim and G. Yi, "A Novel Gap-Filling Method Based on Hybrid Read Information Analysis," in 2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Las Vegas, NV, USA, 2022 pp. 3827-3829.
Jaehee Jung, Gangman Yi, "A computational model based on long short-term memory for predicting organellar genes in plastid genomes," 2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2019.
Mingeun Ji, Jeongkyu Kim, Gangman Yi, "GO Cluster Finder: Visualization tool to identify gene clusters that are composed of functionally related genes," Inteligent Systems for Molecular Biology (ISMB), 2019.
Jaehee Jung, Gangman Yi, "A tool for analyzing evolutionary trees of reconciled genes and single gene," 2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2762-2763, 2018.
Jeong, H.Y., Lee, D.G., Lee, J.D., Yi, G., Park, J.H., “Topic Mali Based Ontology Model for SaaS Application in Cloud Computing”, 7th International Conference on Ubi-Media Computing and Workshops U-MEDIA 2014.
Lee, H.K., Ahn, K.J., Jung, J.H., Yi, G., “Performance Optimization by Simplification of Relationshili in Scalable Layer”, IEEE WAINA2014, 887 – 894, 2014.
Jung, J., Yi, G., Sukno, S.A. and Thon, M.R., “A Database of Fungal Protein Clusters for Comparative Genomics”, 25th Fungal Genetics Conference, Asilomar, CA, USA. March 17-22, 2009.
Jung, J., Yi, G., Sukno, S.A. and Thon, M.R., “A Protein Function Classifier for Fungi”, 25th Fungal Genetics Conference, Asilomar, CA, USA. March 17-22, 2009.
Jung, J., Yi, G., Sukno, S. and Thon, M.R., “FPC-DB: the fungal protein cluster database”,9th European conference on fungal genetics, Edinburgh, Scotland, April 4-5, 2008.
Yi, G., Jung, J., Benito, E.P., Eslava, A.P., Díaz-Mínguez, J.M., Sukno, S.A., Thon, M.R. XXXVI Congreso de la Sociedad Española de Genética. Leon, España, Sep. 18-21, (2007).
Yi, G., Jung, J., Sukno, S. and Thon, M.R., “Computational resources for fungal genomics”,24th Fungal Genetics Conference, Asilomar, CA, USA, March 20-25, 2007.
Domestic Conference
이예린, 김동연, 간예진, 이승민 & 이강만. (2024). 시공간 정보 포함 공개데이터 기반 핫스팟 탐지 및 순찰경로 최적화. 한국정보과학회 학술발표논문집, 414-416.
이승민, 양유진, 김나연, & 이강만. (2022). 랭킹 기반의 캠퍼스 웹사이트 검색 알고리즘. 한국정보과학회 학술발표논문집, 1742-1744.
간예진, 김동연, 지민근, 이승민, 이강만, Gap Filling 알고리즘 연구를 위한 BLAST 기반 Gap 분석, 한국정보과학회 2022 한국컴퓨터종합학술대회, VOL 49 NO. 01 PP.1625~1627 2022. 06
정재희, 지민근, 이강만 , "IoT 디바이스 기반 공공서비스 데이터의 지능형 예측 모델," 정보처리학회 추계 학술대회, VOL 26 NO. 02 PP. 1014 ~ 1015, 2019
도예진, 박희정, 구해린, 이강만, "블록체인 기반 통합 마일리지 서비스 연구", 2018년도 한국멀티미디어학회 춘계학술발표대회, VOL 21 NO. 01.
조준영, 길기용, 용창민, 이강만. (2017). Chatscript와 대화 주제 유도 알고리즘을 이용한 챗봇 개발. 한국정보과학회 학술발표논문집, 2017.12, 1884-1886.
정재희, 지민근, 정유라, 이강만 ,참고 모델 시퀀스를 이용한 세포내 기관별 분석 방법, 2017 정보처리학회 춘계 학술대회, VOL 24 NO. 848-849.