Closed-Loop Brain-computer Interfaces (BCI) Enhanced with AI-Driven Neuro Feedback using Soft Bioelectronic
Networks: A Comparative Study with I-Braintech and Proposal of a New Hybrid ModelFull Text
Sungho Kim ¹, Sarah Kim ², ¹Korea University, South Korea, ²United States

Closed-:Loop Brain-Computer Interfaces with AI-Driven Neurofeedback for Motor and Cognitive Rehabilitation:
Comprehensive Extended Review and Mind Affect Dataset AnalysisFull Text
Sungho Kim ¹, Sarah Kim ², ¹Korea University, South Korea, ²United States

Bio Inspired Multi-Joint Soft Robot: Kinematics, Simulation, Sensor Integration and AI-Based ControlFull Text
Sungho Kim ¹ and Byunghoon Kim ², ¹Korea University, South Korea, ²United States

Neuro Feedback Meets Deep Learning: Closed-Loop Brain–computer Interfaces For Motor and Cognitive
RehabilitationFull Text
Sungho Kim ¹ and Byunghoon Kim ², ¹Korea University, South Korea, ²United States

Advancing Data-Driven Predictive Modeling: Evaluating the Performance, Robustness, and Practical Usability
of Automated Machine Learning Compared to Expert-Designed End-to-End Data Science PipelinesFull Text
Sungho Kim ¹, Md Lutfur Rahman Fahad ¹, Niaz Mahmood Kyoom ², Pritom Das ², Novera Mahjabin Hossain ¹
Nayem Miah ¹, Mukesh Gogu ¹, Changgi Hong ¹, Ikbal Hossain ², Shadia Chowdhury ¹, ¹ Korea University, Korea
² Pacific States University, United States

Multimodal Sensor Fusion for Autonomous Driving using Large-Scale Machine Learning ModelsFull Text
Sungho Kim ¹, Mahmoud Matar ², Edgar Plasas Mueses ², Parvati Bhardwaj ², Seungwon Kim ², Taehyun Kim ²
Niaz Mahmood Kyoom ², Abdul Alim ², Sudawan Wongsawat ², ¹ Korea University, Korea, ² Pacific States
University, United States

Balancing Accuracy and Interpretation: An Empirical Study of Explainable AI Techniques in Business Critical
Predictive ModelsFull Text
Sungho Kim¹, Sanjar Azizov², Sadeq Almanaseer², Edgar Plasas Mueses², Sumaia Arif², Abdul Alim², S M Jobayer
Al Amin², Hossain Ahmed², FNU Anjali², Jaime Cantillo², Amar Shrestha², Sajeet Raj Aryal², ¹ Korea University, South Korea
² Pacific States University, USA

Design and Implementation of an End-to-End Deep Learning System for Autonomous Driving: From Visual
Perception to Intelligent Vehicle ControlFull Text
Sungho Kim ¹, Khairul Anam ², Md Nafis Azad Nobel ², Pritom Das ², Mohammad Somon Sikder ², Hemayet Uddin
Himel ², Yearanoor Khan ², Seohyun Yang ², Saeromi Kim ², Ibtisum Ahmed Nihal ², ¹Korea University, Korea, ²Pacific States University, USA

Automated Machine Learning Versus Expert-Engineered Predictive Modeling Pipelines: A Comparative
Performance and Applicability StudyFull Text
Sungho Kim¹, SaffatKamal Niloy², Ulukbek Myrzabekov², Rizwan Ali², UmerAqeel², ¹Korea University, Korea
²Pacific States University, USA

The Impact of Artificial Intelligence Adoption on Fashion Companies' Competitiveness and Individual
Consumer BehaviorFull Text
Sungho Kim¹, Nakyeong Oh², Soheu Lee², ¹Korea University, Korea, ²Pacific States University, United States

Predictive Analytics FFR ESG Risk Assessment in Textile Manufacturing: A Multimodal Machine Learning ApproachFull Text
Sungho Kim ¹, MD Rejoan Ahmed Rafi², Upamanyu Sengupta², Shahadat Hossain², Lorine Muenchow²
MD Golam Sarwar², MD Abdul Kaium², ¹Korea University, South Korea, ²Pacific States University, USA

Human-in-the-Loop Predictive Analytics: A Comprehensive Systematic Review of Expert-in-the-Loop Feedback
Mechanisms for Enhancing Model Accuracy, Ensuring Algorithmic Fairness, and Strengthening Adversarial Robustness
in Modern AI SystemsFull Text
Sungho Kim ¹, Mohammad Mahmudur Rahman ², Mohammad Abdul Karim ², Ashaduzzaman Chowdhury ²
Animul Islam Emon ², Marjia Rahman ², Ibtisum Ahmed Nihal ², Hamim Islam Hellol ², Riffat Khondaker ², Md Al Ridwan ^2
1Korea University, South Korea, ²Pacific States University, USA

Multimodal Predictive Analytics: A Systematic Integration of Structured Data, Natural Language, and Visual
Modalities for Enhanced Decision SupportFull Text
Sungho Kim ¹, Mohammad Mahmudur Rahman ², Mainuddin Adel Rafi ², Md Shahnawaj ², Debabrata Biswas ²
Abdul Ahad Mridul ², Himel Hemayet Uddin ², Mohammad Somon Sikder ², Jannatul Mawa ², ¹Korea University, South Korea
²Pacific States University, USA