Publications

Journal Articles

• • Junaid Khan, Muhammad Fayaz, Umar Zaman, Eunkyu Lee, Awatef Salim Balobaid, Muhammad Bilal, Kyungsup Kim, Optimizing alpha–beta filter for enhanced predictions accuracy in industrial applications using Mamdani fuzzy inference system, Alexandria Engineering Journal, Volume 119, 2025, Pages 598-608, https://doi.org/10.1016/j.aej.2025.01.116.

  • K. D. Prakash, J. Khan and K. Kim, "Lightweight and Efficient YOLOv8 with Residual Attention Mechanism for Precise Leukemia Detection and Classification," in IEEE Access, 2024, doi: 10.1109/ACCESS.2024.3484933. 

  •  Zaman U, Khan J, Lee E, Balobaid AS, Aburasain RY, Kim K (2024) Deep learning innovations in South Korean maritime navigation: Enhancing vessel trajectories prediction with AIS data. PLoS ONE 19(10): e0310385. https://doi.org/10.1371/journal.pone.0310385 

  • Zaman, U., Khan, J., Lee, E., Hussain, S., Balobaid, A.S. et al. (2024). An efficient long short-term memory and gated recurrent unit based smart vessel trajectory prediction using automatic identification system data. Computers, Materials & Continua, 81(1), 1789-1808. https://doi.org/10.32604/cmc.2024.056222 

  •  Khan J, Zaman U, Lee E, Balobaid AS, Aburasain RY, Bilal M, et al. (2024) Optimizing prediction accuracy in dynamic systems through neural network integration with Kalman and alpha-beta filters. PLoS ONE 19(10): e0311734. https://doi.org/10.1371/journal.pone.0311734 

  •  Aziz A, Mahmood D, Qureshi MS, Qureshi MB and Kim K (2024) AI-based peak power demand forecasting model focusing on economic and climate features. Front. Energy Res. 12:1328891. doi: 10.3389/fenrg.2024.1328891 

  • Lee, Eunkyu, Junaid Khan, Umar Zaman, Jaebin Ku, Sanha Kim, and Kyungsup Kim. 2024. "Synthetic Maritime Traffic Generation System for Performance Verification of Maritime Autonomous Surface Ships" Applied Sciences 14, no. 3: 1176. https://doi.org/10.3390/app14031176 

  • Lee, Eui-Jong, Hyun-Suk Kim, Eunkyu Lee, Kyungsup Kim, Yongung Yu, and Yun-Sok Lee. 2023. "Improving the Maritime Traffic Evaluation with the Course and Speed Model" Applied Sciences 13, no. 23: 12955. https://doi.org/10.3390/app132312955 

  • Hossain, Prommy Sultana, Kyungsup Kim, Jia Uddin, Md Abdus Samad, and Kwonhue Choi. 2023. "Enhancing Taxonomic Categorization of DNA Sequences with Deep Learning: A Multi-Label Approach" Bioengineering 10, no. 11: 1293. https://doi.org/10.3390/bioengineering10111293 

  • Khan J, Lee E, Balobaid AS, Kim K. A Comprehensive Review of Conventional, Machine Leaning, and Deep Learning Models for Groundwater Level (GWL) Forecasting. Applied Sciences. 2023; 13(4):2743. https://doi.org/10.3390/app13042743

  • Lee, Eunkyu, Junaid Khan, Woo-Ju Son, and Kyungsup Kim. 2023. "An Efficient Feature Augmentation and LSTM-Based Method to Predict Maritime Traffic Conditions" Applied Sciences 13, no. 4: 2556. https://doi.org/10.3390/app13042556 

  • Kim, H.-S., Lee, E., Lee, E.-J., Hyun, J.-W., Gong, I.-Y., Kim, K., & Lee, Y.-S. (2023). A Study on Grid-Cell-Type Maritime Traffic Distribution Analysis Based on AIS Data for Establishing a Coastal Maritime Transportation Network. Journal of Marine Science and Engineering, 11(2), 354. https://doi.org/10.3390/jmse11020354

  • Khan, J., Lee, E., & Kim, K. (2022). A higher prediction accuracy–based alpha–beta filter algorithm using the feedforward artificial neural network. CAAI Transactions on Intelligence Technology. https://doi.org/10.1049/cit2.12148

  • Khan, J., & Kim, K. (2022). A Performance Evaluation of the Alpha-Beta (α-β) Filter Algorithm with Different Learning Models: DBN, DELM, and SVM. Applied Sciences (Switzerland), 12(19). https://doi.org/10.3390/app12199429

  • UNDERSTANDING NON-NEGATIVE MATRIX FACTORIZATION IN THE FRAMEWORK OF BREGMAN DIVERGENCE, K KIM, Journal of the Korean Society for Industrial and Applied Mathematics 25 (3), 107-116 , 2021 

  • 수신된 전파신호의 자동 변조 인식을 위한 딥러닝 방법론, 한국정보통신학회논문지 , 2019, vol.23, no.10, pp. 1275-1281 

  • A MODIFIED EXTENDED KALMAN FILTER METHOD FOR MULTI-LAYERED NEURAL NETWORK TRAINING, K Kim, Y Won, Journal of the Korean Society for Industrial and Applied Mathematics 22 (2), 115-123 , 2018 

  • Kyungsup Kim, "AN OPTIMIZATION APPROACH FOR COMPUTING A SPARSE MONO-CYCLIC POSITIVE REPRESENTATION", JOURNAL OF THE KOREAN SOCIETY FOR INDUSTRIAL AND APPLIED MATHEMATICS, Vol.20 No.3, 2016.9, 225-242

  • Kyungsup Kim, "On the relation between phase-type distributions and positive systems", Abstract and Applied Analysis, 2015

  • Kyungsup Kim, “A Constructive Positive Realization with Sparse Matrices for a Continuous-Time Positive Linear System,” Mathematical Problems in Engineering, vol. 2013, Article ID 878146, 9 pages, 2013. doi:10.1155/2013/878146 (SCIE)

  •  Kyungsup Kim, " A construction method for positive realizations with an order bound ", Systems & Control Letters,61(7): 759-765, 2012 (SCI)

  •   Kyungsup Kim, "The dimension reduction algorithm for the positive realization of discrete phase-type distributions”, KSIAM , 16(1): , pp51-64 , 2012.3

  •  Kyungsup Kim, Nigel Thomas , "A fitting method with generalized Erlang distributions ", Simulation Modelling Practice and Theory , 19(7): , pp1507-1517 , 2011.8 (SCIE)

  •  Kyungsup Kim, Hoon Choi , "A Mobility Model and Performance Analysis in Wireless Cellular Network with General Distribution and Multi-Cell Model ", Wireless Personal Communications, 53, pp179-198, 2010.4 (SCIE)

  • Kyungsup Kim, "A computation method in performance evaluation in cellular communication network under the general distribution model", Journal of KSIAM, 12, pp119–131, 2008.

  • Kyungsup Kim, Jinho Bae, "Constrained simulated annealing to stability margin computation in time-delay system ", International Journal of Robust and Nonlinear Control, 16, pp509-517, 2006.7 (SCIE)

  •  Kyungsup Kim, "A Delay-dependent  stability criterion in time-delay system", Journal of the Korean Society for Industrial and Applied Mathematics IT Series, 9, pp. 1-11, 2005.12

  •  Jinho Bae, Kyungsup Kim, "Synthesis of Tunable LPFGs with the Inverted EDFA Spectrum using Thermal Change parameters", JAPANESE JOURNAL OF APPLIED PHYSICS PART 2-LETTERS, 44, pp.L156-L158, 2005.02, INST PURE APPLIED PHYSICS (SCI)

  •  Kyungsup Kim, "A Fast factorization algorithm for a confluent Cauchy matrix", JOURNAL OF THE KOREAN MATHEMATICAL SOCIETY, 42, pp.1-16, 2005.01, KOREAN MATHEMATICAL SOCIETY (SCIE)

  •  Kyungsup Kim, Chong-Ho Choi, "Queue delay estimation and its application to TCP Vegas", COMPUTER NETWORKS-THE INTERNATIONAL JOURNAL OF COMPUTER AND TELECOMMUNICATIONS NETWORKING, 43, pp.619-631, 2003.12, ELSEVIER SCIENCE B (SCIE)

  •  Kyungsup Kim, "An extended symplectic pencil approach to the optimal H-infty problem", INTERNATIONAL JOURNAL OF CONTROL, 76, pp.1248 - 1253, 2003.08, TAYLOR & FRANCIS LTD (SCI)

  •  Kyungsup Kim and Joohwan Chun, “the convergence Behavior of the Schur algorithm in the Krein space for J-spectral factorization", IEEE Transaction on Automatic Control, V.45 (10) p.1899 - 1903, October 2000(SCI).

Conference/Workshop Papers

• • J. Khan, U. Zaman, E. Lee, A. S. Balobaid and K. Kim, "Integrating Deep Neural Network and Optimization Algorithm for Superior User Comfort and Energy Efficiency in Smart Home," 2024 10th International Conference on Control, Decision and Information Technologies (CoDIT), Vallette, Malta, 2024, pp. 2857-2862, doi: 10.1109/CoDIT62066.2024.10708437. 

  • J. Khan, U. Zaman, E. Lee and K. Kim, "Innovative Video-based Approach for Epileptic Seizure Detection in Mice," 2024 IEEE Symposium on Computers and Communications (ISCC), Paris, France, 2024, pp. 1-5, doi: 10.1109/ISCC61673.2024.10733680.

  • M. S. Qureshi, I. Ullah Khan and K. Kim, "Securing the Smart Grid: A Comprehensive Analysis of Recent Cyber Attacks," 2023 5th International Conference on Electrical, Control and Instrumentation Engineering (ICECIE), Kuala Lumpur, Malaysia, 2023, pp. 1-6, doi: 10.1109/ICECIE58751.2024.10457427. 

  • J. Khan, E. Lee and K. Kim, "Optimizing the Performance of Kalman Filter and Alpha-Beta Filter Algorithms through Neural Network," 2023 9th International Conference on Control, Decision and Information Technologies (CoDIT), Rome, Italy, 2023, pp. 2187-2192, doi: 10.1109/CoDIT58514.2023.10284496. 

  • A Short Survey of Taxonomic-Independent Binning Approaches in Metagenomics, Weibin Ren, Junaid Khan, Kyungsup Kim,  (BIC 2022) The International Conference on Big data, IoT, and Cloud computing, August 2022

  • A performance evaluation of the alpha-beta filter algorithm with different learning modules ANN, DELM, CART and SVM, Junaid Khan, Kyungsup Kim,  ICFICE 2022(The 14 th international conference on future information & communication engineering, 2022-01-12 

  • Multi-Criteria Decison making Theory based ranking of retirement homes with its facilitated service, Prommy, Junaid Khan, Kyungsup Kim, ICFICE 2022(The 14 th international conference on future information & communication engineering, 2022-01-12

  • An Approach for Reducing Computational Time for Real-Time Autonomous Vehicle Tracking ,  2018 18th International Conference on Control, Automation and Systems (ICCAS 2018) Oct. 17–20, 2018; 

  • A Computation Modification for Multi-layered Neural Network Using Extended Kalman Filter, K Kim, HJ Kim, YJ Won, Proceedings of the 10th International Conference on Computer Modeling and Simulation , 2018/1/8 

  • Kyungsup Kim, Jaecheol Ryou, Woo-Tak Jung, “Optical computing for digital signal process in incoherent fiber system using positive realization”, FCC2014, Jan. 2014, Auckland in New Zealand. 

  • Kyungsup Kim, “Positive realization of positive linear system using convex cone optimization and its applications”, SPOM2013, Feb. 2013, Newcastle in Australia.   

  • Kyungsup Kim and Jaecheol Ryou "Positive Realization of Continuous Linear Systems with Order Bound ", ICINCO2012, 2012

  • Kyungsup Kim "Adaptive Coded Modulation and Power Control Over Cognitive Radio Network for QoS Provisioning ", ICWN'11, 2011

  • H. Hur and Kyungsup Kim "An Adaptive Clustering Algorithm with Power Control in Wireless Sensor Networks", IIT2007, 2007

  • Kyungsup Kim, S. Kim, "A Numerical Method Computing Performance of Call Admission Control under a Mobility Model", PDPTA 2006, pp.374-379, 2006.06, Academy of Science 3.

  • Kyungsup Kim, "An Analysis Method to Delay-Dependent Stability in Time-Delay Linear System", Control and applications, 529, pp.90-94, 2006.05, IASTED

  • Kyungsup Kim, "An optimal approach to the analysis and modification of TCP", Modelling, Computation and Optimization in information systems and management sciences, 1, pp.374-382, 2004.07, LITA, University Metz. 

  • Kyungsup Kim and Chong-Ho Choi, “Interpretation and modification of TCP Vegas via optimization theory'', Joint Organized Session in SICE2003, 2003.

  • K. Kim and J. Chun, “A partial pivoting Schur-type algorithm for factorization of matrices with Jordan displacement structure", American Control Conference, American Control Conference,V. 5, p.3378 -3382, Chicago, USA, Jun. 2000.

  • K. Kim, J. Chun, J. Son and H. Cho, “A fast CGH algorithm for the off-plane near-field computer generated hologram", SPIE 45th Annual Symposium Serial 45, V. 4113, p.148-155, San Diego, USA, Jul. 2000.

  • K. Kim, J. Bae and J. Chun, “The robust equalizer in optical fiber system under parameter uncertainty", SPIE Photonics East, Serial 2000, V. 4216, p.190-198, Boston, USA, Nov. 2000.

  • J. Bae, K. Kim and J. Chun, “Parameter identification for the cascaded fiber-optic lattice structure using the Schur algorithm", SPIE Photonics East, Serial 2000, V.4216, p95-102, Boston, USA, Nov. 2000.

  • K. Kim, S. Kim, J. Bae and J. Chun, “Comparison of the channel equalizers using the inverse filter, the H-2-filter, and the H-infty filter", National Aerospace & Electronics Conference, Serial 2000, p.244 -250, Dayton, USA, Oct. 2000.

  • Kyungsup Kim and Joohwan Chun, “A Generalized Schur Algorithm in the Krein Space and its Application to H-infty-filtering", in the 23rd International Conference on Acoustics, Speech and Signal Processing, V. 3, p.1365 -1368, Seattle WA, May 1998.

  • K. Kim and J. Chun, “Fast Algorithms for the implementation of the interactive hologram", International Workshop on Media Technology, Serial 2, Seoul, Korea, p.59-72, March 1996.

  • K. Kim and J. Chun, “Fast CGH algorithms for various distances", International Workshop on 3D imaging Media Technology, Serial 1, Seoul, Korea, p. 93-103, Jan.1995.

Book Chapters

• • 김병호,김경섭,김미혜, 민승욱, 박상호, 임종태, "확률 및 통계(Probability and Statistics For Engineering and the Computing Sciences 번역)", ISBN 9788

  • Kyungsup Kim, Jaecheol Ryou and Woo-Tak Jung, "Optical Computing for Digital Signal Process in Incoherent Fiber System Using Positive Realization"  Part of the Lecture Notes in Electrical Engineering book series (LNEE, volume 301).

Domestic Conference/Workshop Papers

• • 음성신호를 이용한 신원 확인 , 2021-12-20 

  • 음성 신호를 이용한 합성곱 신경망 기반 신원 확인 시스템 , 2020-12-22 

  • 딥 LSTM 신경망을 이용한 전파신호의 변조 인식 2018-12-19 

  • 유전알고리즘을 이용한 암호화폐 거래정보의 군집화 분석 및 분류 , 2018-10-19 

  • Phonetic Posterior Grams에 의해 조건화된 적대적 생성신경망을 사용한 음성 변환 시스템 , 2018-10-19 

  • 물체 탐지 알고리즘을 활용한블랙박스 영상 내 사고 위험 감지 시스템 , 2018-10-19 

  • 조장훈, 이호연, 신명우, 김경섭,  "의사 형태학적 연산을 사용한 이미지 변환",  KIPS FALL 2017

  • 김휘준, 박길섭, 서영학, 김경섭, " 이미지 분석과 딥 러닝을 통한 영유아 위험물 탐지",  KIPS FALL 2017

  • 오희빈, 이정철, 김경섭, "분산 처리 환경에서의 기계학습 기반의 뉴스 기사 빅 데이터 분석", KIPS FALL 2017

  • 전우혁, 최지인, 박경빈, 김경섭, "기계학습을 이용한 교통 정체 구간 예측 시스템 설계", 2016년 추계학술발표대회 논문집 제23권 제2호(2016. 11)

  • 고병수, 장한별, 최혁준, 김경섭, "빅데이터 분석을 이용한 뉴스 기사 시각화 시스템 설계", 2015년 추계학술발표대회 논문집 제23권 제2호(2015. 10)

Google Scholar Citations Page:  https://scholar.google.com/citations?user=Gfua-QoAAAAJ&hl=ko