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

Authors: Ku, Jaebin, Kim, Sanha, Lee, Eunkyu, Zaman, Umar, Kim, Kyungsup

Source: 2025 International Conference on Artificial Intelligence in Information and Communication (ICAIIC) Artificial Intelligence in Information and Communication (ICAIIC), 2025 International Conference on. :0420-0426 Feb, 2025

Relation: 2025 International Conference on Artificial Intelligence in Information and Communication (ICAIIC)

AI-Driven Conversational Voice Communication for Maritime Autonomous Surface Ships

Authors: Kim, Sanha, Ku, Jaebin, Lee, Eunkyu, Zaman, Umar, Kim, Kyungsup

Source: 2025 International Conference on Artificial Intelligence in Information and Communication (ICAIIC) Artificial Intelligence in Information and Communication (ICAIIC), 2025 International Conference on. :0408-0413 Feb, 2025

Relation: 2025 International Conference on Artificial Intelligence in Information and Communication (ICAIIC)

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

Authors: Zaman, Umar, Junaid, Khan, Ku, Jaebin, Kim, Sanha, Lee, Eunkyu, Kim, Kyungsup

Source: 2025 International Conference on Artificial Intelligence in Information and Communication (ICAIIC) Artificial Intelligence in Information and Communication (ICAIIC), 2025 International Conference on. :0395-0401 Feb, 2025

Relation: 2025 International Conference on Artificial Intelligence in Information and Communication (ICAIIC)

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

Authors: Khan, Junaid, Zaman, Umar, Lee, Eunkyu, Balobaid, Awatef Salem, Kim, Kyungsup

Source: 2024 10th International Conference on Control, Decision and Information Technologies (CoDIT) Control, Decision and Information Technologies (CoDIT), 2024 10th International Conference on. :2857-2862 Jul, 2024

Relation: 2024 10th International Conference on Control, Decision and Information Technologies (CoDIT)

Innovative Video-based Approach for Epileptic Seizure Detection in Mice

Authors: Khan, Junaid, Zaman, Umar, Lee, Eunkyu, Kim, Kyungsup

Source: 2024 IEEE Symposium on Computers and Communications (ISCC) Computers and Communications (ISCC), 2024 IEEE Symposium on. :1-5 Jun, 2024

Relation: 2024 IEEE Symposium on Computers and Communications (ISCC)

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

Authors: Qureshi, Muhammad Shuaib, Ullah Khan, Inam, Kim, Kyungsup

Source: 2023 5th International Conference on Electrical, Control and Instrumentation Engineering (ICECIE) Electrical, Control and Instrumentation Engineering (ICECIE), 2023 5th International Conference on. :1-6 Dec, 2023

Relation: 2023 5th International Conference on Electrical, Control and Instrumentation Engineering (ICECIE)

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

Authors: Khan, Junaid, Lee, Eunkyu, Kim, Kyungsup

Source: 2023 9th International Conference on Control, Decision and Information Technologies (CoDIT) Control, Decision and Information Technologies (CoDIT), 2023 9th International Conference on. :2187-2192 Jul, 2023

Relation: 2023 9th International Conference on Control, Decision and Information Technologies (CoDIT)

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

Authors: Khan, Junaid ^{a, b, ⁎}, Fayaz, Muhammad ^c, Zaman, Umar ^d, Lee, Eunkyu ^b, Balobaid, Awatef Salim ^e, Bilal, Muhammad ^f, Kim, Kyungsup ^{g, ⁎}

Source: In Alexandria Engineering Journal April 2025 119:598-608

An Approach for Reducing Computational Time for Real-Time Autonomous Vehicle Tracking

Authors: Hwang, TaeWook, Kim, Seonhee, Kim, Sujeong, Jang, Gilsang, Park, Jihye, Park, Seongha, Matson, Eric T., Kim, Kyungsup

Source: 2018 18th International Conference on Control, Automation and Systems (ICCAS) Control, Automation and Systems (ICCAS), 2018 18th International Conference on. :1760-1763 Oct, 2018

Relation: 2018 18th International Conference on Control, Automation and Systems (ICCAS)

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

Authors: Lee, Eunkyu^1,2, eunkyu87.lee@samsung.com, Khan, Junaid³, junaidstopi1@gmail.com, Zaman, Umar¹, umarzaman2010@gmail.com, Ku, Jaebin¹, kura8165@gmail.com, Kim, Sanha¹, radium96@naver.com, Kim, Kyungsup¹, sclkim@cnu.ac.kr

Source: Applied Sciences (2076-3417); Feb2024, Vol. 14 Issue 3, p1176, 17p

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

Authors: Lee, Eui-Jong¹, david@strkorea.co.krejlee@strkorea.co.kr, Kim, Hyun-Suk¹, Lee, Eunkyu², eunkyu87.lee@samsung.com, Kim, Kyungsup³, sclkim@cnu.ac.kr, Yu, Yongung⁴, lys@kmou.ac.kr, Lee, Yun-Sok⁴

Source: Applied Sciences (2076-3417); Dec2023, Vol. 13 Issue 23, p12955, 16p

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

Authors: Zaman, Umar, Khan, Junaid, Lee, Eunkyu, Balobaid, Awatef Salim, Aburasain, R. Y., Kim, Kyungsup

Source: PLoS ONE; 10/24/2024, Vol. 19 Issue 10, p1-21, 21p

Subject Terms: ARTIFICIAL neural networks, CONVOLUTIONAL neural networks, MACHINE learning, AUTOMATIC identification, DEEP learning, TRAFFIC safety

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

Authors: Khan, Junaid, Zaman, Umar, Lee, Eunkyu, Balobaid, Awatef Salim, Aburasain, R. Y., Bilal, Muhammad, Kim, Kyungsup

Source: PLoS ONE; 10/16/2024, Vol. 19 Issue 10, p1-29, 29p

Subject Terms: STANDARD deviations, KALMAN filtering, DYNAMICAL systems, SYSTEM analysis, PREDICTION models

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

Authors: Khan, Junaid¹, Lee, Eunkyu^2,3, Balobaid, Awatef Salem⁴, Kim, Kyungsup^1,2, sclkim@cnu.ac.kr

Source: Applied Sciences (2076-3417); Feb2023, Vol. 13 Issue 4, p2743, 19p

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

Authors: Lee, Eunkyu^1,2, Khan, Junaid³, Son, Woo-Ju², Kim, Kyungsup¹, sclkim@cnu.ac.kr

Source: Applied Sciences (2076-3417); Feb2023, Vol. 13 Issue 4, p2556, 18p

An Adaptive Clustering Algorithm with Power Control in Wireless Sensor Networks

Authors: Hur, Hyesun, Kim, Kyungsup

Source: 2007 Innovations in Information Technologies (IIT) Innovations in Information Technology, 2007. IIT '07. 4th International Conference on. :377-381 Nov, 2007

Relation: 2007 Innovations in Information Technologies (IIT)

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

Authors: Aziz, Abdul, Mahmood, Danish, Qureshi, Muhammad Shuaib, Qureshi, Muhammad Bilal, Kim, Kyungsup, Haq, Ijaz UI, Bakhsh, Sheikh Tahir, Khan, Asif

Source: Frontiers in Energy Research; 2024, p1-22, 22p

Subject Terms: ARTIFICIAL neural networks, DEMAND forecasting, PEAK load, PLANT maintenance, ARTIFICIAL intelligence

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

Authors: Khan, Junaid¹, Kim, Kyungsup^1,2, sclkim@cnu.ac.kr

Source: Applied Sciences (2076-3417); Oct2022, Vol. 12 Issue 19, p9429, 19p

DNAJB1 destabilizes PDCD5 to suppress p53-mediated apoptosis

Authors: Cui, Xiandan, Choi, Hyo-Kyoung, Choi, Young-Seok, Park, Soo-Yeon, Sung, Gi-Jun, Lee, Yoo-Hyun, Lee, Jeongmin, Jun, Woo Jin, Kim, Kyungsup, Choi, Kyung-Chul ^*, Yoon, Ho-Geun ^**

Source: In Cancer Letters 1 February 2015 357(1):307-315

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