Seorang Kim
Taehun Lee
Seonghyeon Choi
Shinhyeong Park
Graduation year: 2025.08. Ph.D. (Integrated Master's & Doctoral Program)
Thesis (Ph.D.): Deep Learning-Based On-Device Machine Fault Diagnosis by Integrating Time-Domain Statistics (μκ°μμ ν΅κ³λ₯Ό μ΅ν©ν λ₯λ¬λ κΈ°λ° μ¨-λλ°μ΄μ€ κΈ°κ³ κ²°ν¨ μ§λ¨)
Graduation year: 2011.02. M.S., 2017.02. Ph.D.
Thesis (Ph.D.): A framework for guaranteeing real-time, isochronous control of networked motion control system (λ€νΈμν¬ κΈ°λ° λͺ¨μ μ μ΄ μμ€ν μ μ€μκ°, λ±μμ± μ μ΄ λ³΄μ₯μ μν νλ μμν¬)
Thesis (M.S.): Design and Implementation of Flexible Application Permission Management on Android Platform (μλλ‘μ΄λ νλ«νΌμμ μμ©νλ‘κ·Έλ¨μ μ μ°ν κΆνμ€μ κΈ°λ² μ€κ³ λ° κ΅¬ν)
Graduation year: 2026.02. M.S.
Thesis: Robust Bearing Fault Diagnosis under Domain Shift: Single-Domain Generalization via Cepstrum-Based Dual-Branch Learning (λλ©μΈ λ³νμ κ°κ±΄ν λ² μ΄λ§ κ³ μ₯ μ§λ¨: μΊ‘μ€νΈλΌ κΈ°λ° μ΄μ€ λΆκΈ° νμ΅μ ν΅ν λ¨μΌ λλ©μΈ μΌλ°ν)
Graduation year: 2026.02. M.S.
Thesis: Zero-shot Rotor-Bearing Compound Fault Diagnosis Method Based on Discrete Signal Separation and Ensemble Learning (μ΄μ° μ νΈ λΆλ¦¬ λ° μμλΈ νμ΅ κΈ°λ° μ λ‘-μ· λ‘ν°-λ² μ΄λ§ λ³΅ν© κ²°ν¨ μ§λ¨ κΈ°λ²)
Graduation year: 2026.02. M.S.
Thesis: Robust Bearing Fault Diagnosis under Domain Shift using Vibration-Text Based Multimodal Continual Learning (λλ©μΈ λ³ν λμμ μν μ§λ-ν μ€νΈ κΈ°λ° λ©ν°λͺ¨λ¬ μ°μ νμ΅ κΈ°λ° λ² μ΄λ§ κ²°ν¨ μ§λ¨)
Graduation year: 2024.02. M.S.
Thesis: Enhancing Noise Resilience of Deep Learning Networks for Bearing Fault Diagnosis using Network Pruning (λ€νΈμν¬ ν루λμ μ΄μ©ν λ² μ΄λ§ κ²°ν¨ μ§λ¨ λ₯λ¬λ λ€νΈμν¬μ λ Έμ΄μ¦ κ°κ±΄μ± ν₯μ)
Graduation year: 2024.02. M.S.
Thesis: Lightweight 1D CNN-based Multi-Label Audio Classification System for Urban Sound Monitoring (λμ μμ λͺ¨λν°λ§μ μν κ²½λ 1D CNN κΈ°λ° λ€μ€ λ μ΄λΈ μ€λμ€ λΆλ₯ μμ€ν )
Graduation year: 2023.02. M.S.
Thesis: Performance Evaluation of Lightweight On-Device CNN Models for Real-time Waste Classification (μ€μκ° μ¬νμ© μμ λΆλ₯λ₯Ό μν κ²½λ On-Device CNN λͺ¨λΈ μ±λ₯ μ°κ΅¬)
Graduation year: 2020.02. M.S.
Thesis: Performance Improvement of Remote Sensing Applications using CUDA GPU: A Case Study (CUDA GPUλ₯Ό νμ©ν μ격νμ¬ μμ©μ μ±λ₯κ°μ μ¬λ‘μ°κ΅¬)
Graduation year: 2019.02. M.S.
Thesis: Pipelining-based Parallel Programming Framework for Satellite Image Processing (μμ±μμ μ²λ¦¬λ₯Ό μν νμ΄νλΌμ΄λ κΈ°λ° λ³λ ¬νλ‘κ·Έλλ° νλ μμν¬)
Graduation year: 2018.02. M.S.
Thesis: Automatic Generation Framework for Industrial Automation Applications using MDD Process (MDD κΈ°λ²μ νμ©ν μ°μ μλν μμ© μλ μμ± νλ μμν¬)
Graduation year: 2017.02. M.S.
Thesis: Implementation of Docker-Based Build Automation System for Motion Controller Development (λͺ¨μ μ μ΄κΈ° κ°λ°μ μν Docker κΈ°λ° λΉλ μλν μμ€ν ꡬν)
Graduation year: 2017.02. M.S.
Thesis: Design and Implementation ofCANopen Multi-Encoder SystemUsing Open Source Software (μ€νμμ€ μννΈμ¨μ΄λ₯Ό νμ©ν CANopen μ§μ λ©ν° μμ½λ μμ€ν μ€κ³ λ° κ΅¬ν)
Graduation year: 2016.02. M.S.
Thesis: Design and Verification of an Integrated Single-axis Embedded Motion System Using Formal Modeling (μ ν λͺ¨λΈλ§μ μ΄μ©ν μΌμ²΄ν λ¨μΆ μλ² λλ λͺ¨μ μμ€ν μ μ€κ³ λ° κ²μ¦)
Graduation year: 2015.08. M.S.
Thesis: Implementation of Automation Framework for Build and Testing of Software-based Motion Controller Runtime (μννΈμ¨μ΄ κΈ°λ° λͺ¨μ μ μ΄κΈ° λ°νμμ μν λΉλ λ° ν μ€νΈ μλν νλ μμν¬ κ΅¬ν)
Graduation year: 2015.02. M.S.
Thesis: Performance Evaluation and Improvement of Linux-based Embedded Motion Controller (리λ μ€ κΈ°λ° μλ² λλ λͺ¨μ μ μ΄κΈ°μ μ€μκ° μ±λ₯ λΆμ λ° κ°μ )
Graduation year: 2014.08. M.S.
Thesis: Formal Modeling and Model Checking of EtherCAT based Motion Control Systems (EtherCATκΈ°λ° λͺ¨μ μ μ΄ μμ€ν μ μ ν λͺ¨λΈλ§ λ° λͺ¨λΈ 체νΉ)
Graduation year: 2012.08. M.S.
Thesis: Development of an IDE for Industrial Automation Application based on EtherCAT (EtherCAT κΈ°λ°μ μ°μ μλν μμ©μ μν ν΅ν©κ°λ°νκ²½ κ°λ°)
Graduation year: 2010.02. M.S.
Thesis: Performance analysis of TCP congestion control algorithms over wimax networks (WiMAX λ€νΈμν¬ μμμ TCP νΌμ‘μ μ΄ μκ³ λ¦¬μ¦ μ±λ₯ λΆμ)
Graduation year: 2010.02. M.S.
Thesis: Analysis of De-jitter Buffering for VoIP QoS under Power Saving Mode (WiMAX μ λ ₯ μ κ° λͺ¨λ μμμ VoIP QoSλ₯Ό μν De-jitter λ²νΌλ§μ λΆμ)