All Stories

  1. Optimizing alpha–beta filter for enhanced predictions accuracy in industrial applications using Mamdani fuzzy inference system

    Article • Alexandria Engineering Journal, April 2025, Elsevier

    Professor Kyungsup Kim

  2. AI-Driven Conversational Voice Communication for Maritime Autonomous Surface Ships

    Article • February 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Kyungsup Kim

  3. Enhancing Autonomous Ship Communication: A Cost-Effective and High-Accuracy LLM Framework Using Decision Trees and RAG

    Article • February 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Kyungsup Kim

  4. Trajectory Optimization and Control of Autonomous Surface Ships in Dynamic Environments Using a Hybrid Extended Kalman Filter and Fuzzy Logic System

    Article • February 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Kyungsup Kim

  5. Deep learning innovations in South Korean maritime navigation: Enhancing vessel trajectories prediction with AIS data

    Article • PLOS One, October 2024, PLOS

    Professor Kyungsup Kim

  6. Optimizing prediction accuracy in dynamic systems through neural network integration with Kalman and alpha-beta filters

    Article • PLOS One, October 2024, PLOS

    Professor Kyungsup Kim

  7. AI-based peak power demand forecasting model focusing on economic and climate features

    Article • Frontiers in Energy Research, July 2024, Frontiers

    Professor Kyungsup Kim

  8. Integrating Deep Neural Network and Optimization Algorithm for Superior User Comfort and Energy Efficiency in Smart Home

    Article • July 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Kyungsup Kim

  9. Innovative Video-based Approach for Epileptic Seizure Detection in Mice

    Article • June 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Kyungsup Kim

  10. Synthetic Maritime Traffic Generation System for Performance Verification of Maritime Autonomous Surface Ships

    Article • Applied Sciences, January 2024, MDPI AG

    Professor Kyungsup Kim

  11. A Hybrid Machine Learning and Optimization Algorithm for Enhanced User Comfort and Energy Efficiency in Smart Homes

    Article • January 2024, MDPI AG

    Professor Kyungsup Kim

  12. An Efficient Long Short-Term Memory and Gated Recurrent Unit Based Smart Vessel Trajectory Prediction Using Automatic Identification System Data

    Article • Computers Materials & Continua, January 2024, Computers, Materials and Continua (Tech Science Press)

    Professor Kyungsup Kim

  13. Lightweight and Efficient YOLOv8 With Residual Attention Mechanism for Precise Leukemia Detection and Classification

    Article • IEEE Access, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Kyungsup Kim

  14. Securing the Smart Grid: A Comprehensive Analysis of Recent Cyber Attacks

    Article • December 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Kyungsup Kim

  15. A Study on Micro-Mobility Data Collection System Using Incremental Learning Techniques

    Article • December 2023, MDPI AG

    Professor Kyungsup Kim

  16. Improving the Maritime Traffic Evaluation with the Course and Speed Model

    Article • Applied Sciences, December 2023, MDPI AG

    Professor Kyungsup Kim

  17. Enhancing Taxonomic Categorization of DNA Sequences with Deep Learning: A Multi-Label Approach

    Article • Bioengineering, November 2023, MDPI AG

    Professor Kyungsup Kim

  18. Optimizing the Performance of Kalman Filter and Alpha-Beta Filter Algorithms through Neural Network

    Article • July 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Kyungsup Kim

  19. A Comprehensive Review of Conventional, Machine Leaning, and Deep Learning Models for Groundwater Level (GWL) Forecasting

    Article • Applied Sciences, February 2023, MDPI AG

    Professor Kyungsup Kim

  20. An Efficient Feature Augmentation and LSTM-Based Method to Predict Maritime Traffic Conditions

    Article • Applied Sciences, February 2023, MDPI AG

    Professor Kyungsup Kim

  21. A Study on Grid-Cell-Type Maritime Traffic Distribution Analysis Based on AIS Data for Establishing a Coastal Maritime Transportation Network

    Article • Journal of Marine Science and Engineering, February 2023, MDPI AG

    Professor Kyungsup Kim

  22. An efficient CNN-based Automated Leukemia diagnosis Using microscopic blood smear images and Subtypes Classification

    Article • December 2022, ACM (Association for Computing Machinery)

    Junaid Khan, Professor Kyungsup Kim

  23. A higher prediction accuracy–based alpha–beta filter algorithm using the feedforward artificial neural network

    Article • CAAI Transactions on Intelligence Technology, November 2022, the Institution of Engineering and Technology (the IET)

    Professor Kyungsup Kim

  24. A Performance Evaluation of the Alpha-Beta (α-β) Filter Algorithm with Different Learning Models: DBN, DELM, and SVM

    Article • Applied Sciences, September 2022, MDPI AG

    Professor Kyungsup Kim

  25. A Computation Modification for Multi-layered Neural Network Using Extended Kalman Filter

    Article • January 2018, ACM (Association for Computing Machinery)

    Professor Kyungsup Kim

  26. AN OPTIMIZATION APPROACH FOR COMPUTING A SPARSE MONO-CYCLIC POSITIVE REPRESENTATION

    Article • Journal of the Korea Society for Industrial and Applied Mathematics, September 2016, The Korean Society for Industrial and Applied Mathematics

    Professor Kyungsup Kim

  27. On the Relation between Phase-Type Distributions and Positive Systems

    Article • Abstract and Applied Analysis, January 2015, Hindawi Publishing Corporation

    Professor Kyungsup Kim

  28. Optical Computing for Digital Signal Process in Incoherent Fiber System Using Positive Realization

    Article • January 2014, Springer Science + Business Media

    Professor Kyungsup Kim

  29. A Constructive Positive Realization with Sparse Matrices for a Continuous-Time Positive Linear System

    Article • Mathematical Problems in Engineering, January 2013, Hindawi Publishing Corporation

    Professor Kyungsup Kim

  30. A construction method for positive realizations with an order bound

    Article • Systems & Control Letters, July 2012, Elsevier

    Professor Kyungsup Kim

  31. A fitting method with generalized Erlang distributions

    Article • Simulation Modelling Practice and Theory, August 2011, Elsevier

    Professor Kyungsup Kim

  32. A Mobility Model and Performance Analysis in Wireless Cellular Network with General Distribution and Multi-Cell Model

    Article • Wireless Personal Communications, March 2009, Springer Science + Business Media

    Professor Kyungsup Kim

  33. An Adaptive Clustering Algorithm with Power Control in Wireless Sensor Networks

    Article • November 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Kyungsup Kim

  34. Constrained simulated annealing for stability margin computation in a time-delay system

    Article • International Journal of Robust and Nonlinear Control, January 2006, Wiley

    Professor Kyungsup Kim

  35. A FAST FACTORIZATION ALGORITHM FOR A CONFLUENT CAUCHY MATRIX

    Article • Journal of the Korean Mathematical Society, January 2005, The Korean Mathematical Society

    Professor Kyungsup Kim

  36. Synthesis of Tunable Long-Period Fiber Gratings with Inverted Erbium-Doped Fiber Amplifier Spectrum Using Thermal Change Parameters

    Article • Japanese Journal of Applied Physics, January 2005, Institute of Physics Publishing

    Professor Kyungsup Kim

  37. Queue delay estimation and its application to TCP Vegas

    Article • Computer Networks, December 2003, Elsevier

    Professor Kyungsup Kim

  38. An extended symplectic pencil approach to the optimal H @ problem

    Article • International Journal of Control, January 2003, Taylor & Francis

    Professor Kyungsup Kim

  39. <title>Robust equalizer in optical fiber systems under parameter uncertainty</title>

    Article • February 2001, SPIE

    Professor Kyungsup Kim

  40. <title>Parameter identification for the cascaded fiber optic lattice structure using the Schur algorithm</title>

    Article • February 2001, SPIE

    Professor Kyungsup Kim

  41. <title>Fast CGH algorithm for the off-plane near-field computer-generated hologram</title>

    Article • November 2000, SPIE

    Professor Kyungsup Kim

  42. Convergence behavior of the Schur recursion in the Krein space for the J-spectral factorization

    Article • IEEE Transactions on Automatic Control, October 2000, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Kyungsup Kim

  43. A generalized Schur algorithm in the Krein space and its application to H/sup ∞/-filtering

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Professor Kyungsup Kim