研究成果列表
單位名稱電機工程學系教師姓名陳俊吉
教師分級副教授專兼任專任
在校狀態專任行政職務

期刊論文（共計5筆）
序號學年度學期年度月份作者題目通訊作者作者順位期刊名稱卷數頁數關鍵字
1113120251Chun-Chi Chen, Song-Xian Lin, and Hyundoo JeongLow-Complexity Timing Correction Methods for Heart Rate Estimation Using Remote Photoplethysmography是第一順位Sensors25 588 remote photoplethysmography (rPPG); remote heart rate estimation; timing correction 
21131202411Chun-Chi Chen, Yi-Ming Chan, and Hyundoo JeongREDalign: accurate RNA structural alignment using residual encoder-decoder network是第一順位BMC Bioinformatics24 1-16 RNA secondary structure, Structural alignment, Pseudoknot structure, Deep learning, Residual encoder decoder network 
31131202411Chun-Chi Chen, Chih-Hung Hung, Han-Xiang Zhu, and Jizun ChenHigh-Sensitivity Electrical Admittance Sensor with Regression Analysis for Measuring Mixed Electrolyte Concentrations是第一順位Sensors24 7379 electrolyte concentration measurement; point-of-care diagnosis; health care monitoring system 
41121202310Chun-Chi Chen 1, Yi-Ming Chan, and Hyundoo JeongLSTM4piRNA: Efficient piRNA Detection in Large-Scale Genome Databases Using a Deep Learning-Based LSTM Network是第一順位International Journal of Molecular Sciences24 15681 Piwi-interacting RNA (piRNA); RNA prediction; machine learning; LSTM 
5111220233Chun-Chi Chen, and Yi-Ming ChanREDfold: accurate RNA secondary structure prediction using residual encoder-decoder network是第一順位BMC Bioinformatics24 1-13  

會議論文（共計12筆）
序號學年度學期年度月份作者題目通訊作者作者順位發表性質會議論文集或研討會名稱地點
1115120268Chih-Kai Yang, Hung-Chen Su, Yi-An Chiu, Chun-Chi ChenLow-Power Matrix Computation Accelerator Based on Distributed Arithmetic Multiplication Architecture是其他壁報發表2026 VLSI Design/CAD Symposium 台南 
2114220267Chia-Yo Chan, Chun-Chi ChenDesign and Implementation of a Power-Efficient Deep TTFS-SNN Accelerator for Edge Computing是其他壁報發表ICCETW Taoyuan 
31131202412Yan-Xin Chen, Ji-Zun Chan, Jia-Yo Chan, and Chun-Chi ChenAdvanced FFT Processor Design for Enhanced Efficiency in Next-Generation Networks是其他壁報發表ISPACS, 2024 Kaohsiung, Taiwan 
41131202410陳妍昕, 陳傑隆, 詹佳祐, 陳俊吉Advanced FFT Processor Design for Enhanced Efficiency in Next-Generation Networks 是其他壁報發表ISPACS 2024 Kaohsiung 
5112220247洪至鴻, 陳俊吉Sensitive Sensing Device for Mixed Electrolyte Concentration Measurement是第二順位壁報發表ICSS2024 新竹市煙波大飯店 
61121202311Chun-Chi Chen, and Yi-Ming ChanREDfold: accurate RNA secondary structure prediction using residual encoder‑decoder network是第一順位壁報發表Annual Symposium of Taiwan Society of Biomedical Engineering 中原大學 
7112120238陳俊吉,林承聖, 蔡宇承High resolution TDC implementation on cyclone V FPGA是其他壁報發表VLSI Design/ CAD 2023 高雄市 
8112120238陳俊吉, 詹佳祐, 陳繼尊, 陳妍昕Rapid and High-Sensitive Admittance Sensor for Sweat Analysis否其他壁報發表VLSI Design/ CAD 2023 高雄市 
9112120238鐘菁哲, 張雅晴, 黃韋銘, 陳俊吉A Hardware Accelerator for Analyzing Faults in CNC Machinery Using CNN Network on FPGA否其他口頭發表VLSI Design/ CAD 2023 高雄市 
10112120238林承聖, 蔡宇承, 陳俊吉High resolution TDC implementation on cyclone V FPGA否其他書面發表VLSI Design/ CAD 2023 高雄市 
11111220237陳俊吉Efficient computational piRNA detection using LSTM Network是第一順位壁報發表International Symposium on Evolutionary Genomics and Bioinformatics 2023 國立清華大學 
12111220233陳俊吉, 詹益銘REDfold: accurate RNA secondary structure prediction using residual encoder‑decoder network是第一順位壁報發表TSBME 2023 中原大學 

研究計畫（共計5筆）
備註欄說明：「教師研究計畫管理系統轉入之計畫」（係指依「國立嘉義大學產學合作計畫實施要點」第3點規定，與政府機關、法人、公民營事業機構、民間團體、學術研究機構等合作辦理有關事項，以本校名義與合作機構辦理簽約，其經費撥入本校之產學合作計畫。)
序號學年度學期年度月份參與性質委辦單位計畫名稱開始日期結束日期經費備註欄
1114220267計畫主持人國家科學及技術委員會大專學生研究計畫大專生計畫：基於分散式算術 (DA) 與序列式乘法架構之高效能低功耗矩陣運算加速器設計－指導學生：邱奕安2026/07/012027/02/2858,000教師研究計畫管理系統轉入之計畫
2112220247計畫主持人國家科學及技術委員會大專學生研究計畫大專生計畫：Non-contact Heart Rate Measurement Based on Facial Vibration Imaging 基於臉部震動影像之非接觸式心律量測－指導學生：施凱翔2024/07/012025/02/2858,000教師研究計畫管理系統轉入之計畫
3111120231國科會教育部國立嘉義大學高等教育深耕計畫112年度C主軸2023/01/012023/12/31540,000
4111120228計畫主持人國家科學及技術委員會核糖核酸結構預測與偵測之計算機工具開發(2/2)2022/08/012023/07/31846,000教師研究計畫管理系統轉入之計畫
5110120218計畫主持人國家科學及技術委員會核糖核酸結構預測與偵測之計算機工具開發(1/2)2021/08/012022/07/31961,000教師研究計畫管理系統轉入之計畫

學術活動（共計85筆）
序號學年度學期年度月份活動分類活動名稱活動地點/期刊學報/比賽名稱
1114220266學術期刊論文審查Review manuscript "From Respiratory Instability to Operational Vital Monitoring: A Deterministic Phase-Memory Operator Framework for Chest-Mounted Wearable Sensing" for Smart Wearable TechnologySmart Wearable Technology 
2114220266學術期刊論文審查Review manuscript "An Interpretable Deep Learning Model to Classify the Knee Osteoarthritis using ResConv-Transformer with Hybrid Attentional Module along with Adaptive Severity Assessment framework" for Computational Biology and ChemistryComputational Biology and Chemistry 
3114220266學術期刊論文審查Review manuscript "AI-Driven Vocal Pedagogy Gloves with Piezoelectric Nanofiber Arrays for Breath Support Quantification" for AAIMLAdvances in Artificial Intelligence and Machine Learning 
4114220265學術期刊論文審查Review manuscript "Cancer detection and classification using circulating tumor DNA from blood samples" for Discover OncologyDiscover Oncology 
5114220265學術期刊論文審查Review manuscript "k-mer approach for classification of coding and non-coding RNAs across diverse species" for Baghdad Science JournalBaghdad Science Journal 
6114220265學術期刊論文審查Review manuscript "MSGait: Multimodal Gait Recognition via Prototype-Guided Multi-Scale Fusion of RGB and LiDAR" for AAIMLAdvances in Artificial Intelligence and Machine Learning 
7114220265學術期刊論文審查Review manuscript "OFSPUD: Optimizing Feature Selection for Phishing URL Detection through Statistical Tests and Ensemble Methods" for AAIMLAdvances in Artificial Intelligence and Machine Learning 
8114220263學術期刊論文審查Review manuscript "Enhancing Machine Vision Performance via Task-Adaptive Image Compression Preprocessing" for IEEE International Conference on Consumer Electronics IEEE International Conference on Consumer Electronics 
9114220263學術期刊論文審查Review manuscript "Power-activated Neural Representation for Video Compression" for IEEE International Conference on Consumer ElectronicsIEEE International Conference on Consumer Electronics 
10114220263學術期刊論文審查Review manuscript "Generative AI for defect generation in PCBs" for IEEE International Conference on Consumer ElectronicsIEEE International Conference on Consumer Electronics 
11114220263學術期刊論文審查Review manuscript "Apache Spark–Based Scalable Machine Learning Framework for RNA-Binding Protein Identification" for Scientific ReportsScientific Reports 
12114220263學術期刊論文審查Review manuscript "Application of Machine Learning Models for the Prediction of Solar Panel Wattage for Rotating and Static Panel Systems" for AAIMLAdvances in Artificial Intelligence and Machine Learning 
13114220263學術期刊論文審查Review manuscript "CNN-Based Transfer Learning Models for Robust Classification of Moringa Leaf Diseases" for AAIMLAdvances in Artificial Intelligence and Machine Learning 
14114220263學術期刊論文審查Review manuscript "Enhancing 5G and DVB-S2 Co-existence: A Machine Learning Approach for Interference Prediction in C-band" for AAIMLAdvances in Artificial Intelligence and Machine Learning 
15114220263學術期刊論文審查Review manuscript "Design of a Galvanostat for Electrode Modification in Electrochemical Sensors" for IJSEInternational Journal of Science and Engineering 
16114220263主編、副主編Review manuscript "Design of a Four-Wire AC Impedance Analyzer for Electrochemical Biosensor" for IJSEInternational Journal of Science and Engineering 
17114220262學術期刊論文審查Review manuscript "Glaucoma Diagnosis via Advanced Retinal Image Processing and V-RACNet Classification" for AAIMLAdvances in Artificial Intelligence and Machine Learning 
18114120261學術期刊論文審查Review manuscript "Efficient and Interpretable DNA/RNA Representation Using Komlós–Hadamard Transforms" for BMC BioinformaticsBMC Bioinformatics 
19114120261學術期刊論文審查Review manuscript "SeqHIVE: a Python package to convert the biological sequences to informative vectors for sequence property predictions" for BioData MiningBioData Mining 
201141202511學術期刊論文審查Review manuscript "Quantification of Nitrite in Beverages and Pickled Foods with a High-Sensitivity Amperometric Biosensor Enhanced by a Multilayer Perceptron Neural Network" for Analytical MethodsAnalytical Methods 
211141202510學術期刊論文審查Review manuscript "Comparative Evaluation of Hybrid Multi-Classification Algorithms for Diagnosing Diabetes and Cardiovascular Diseases" for AAIMLAdvances in Artificial Intelligence and Machine Learning 
221141202510學術期刊論文審查Review manuscript "Hierarchical Analysis of RNA Secondary Structures with Pseudoknots Based on Sections" for PLOS Computational BiologyPLOS Computational Biology 
231141202510學術期刊論文審查Review manuscript "Deep Learning Based Prediction of RNA 5hmC Modifications Using Composite Feature Representations and Comparative Benchmarking with Transformer Models" for BioData MiningBioData Mining 
24114120259學術期刊論文審查Review manuscript "Diabetic Retinopathy Detection Using ResNet50-SVD Feature Extraction and SVM Classification on the Messidor Dataset" for AAIMLAdvances in Artificial Intelligence and Machine Learning 
25114120259學術期刊論文審查Review manuscript "A Comparative Evaluation of Kaplan–Meier, Cox Proportional Hazards, And Random Survival Forests for Neonatal Mortality Prediction" for Computational Biology and BioinformaticsComputational Biology and Bioinformatics 
26114120258學術期刊論文審查Review manuscript "Detecting Social Stock Pumping in the Russian Equity Market Using Machine Learning" for AAIMLAdvances in Artificial Intelligence and Machine Learning 
27114120258學術期刊論文審查Review manuscript "SEVA: An Accurate and Enhanced Deep Learning Approach for the Concurrent Prediction of Virulence Factors and Antibiotic Resistance Genes" for MicrobiomeMicrobiome 
28114120258學術期刊論文審查Review manuscript "Machine Learning Based Localization Techniques" for AAIMLAdvances in Artificial Intelligence and Machine Learning 
29114120258學術期刊論文審查Review manuscript "Intelligent Video Surveillance System for Construction Safety Management Based on Deep Learning and Edge Computing" for ICMAEA 2025 Conference2025 International Conference on Mechanical Automation and Engineering Applications 
30114120258學術期刊論文審查Review manuscript "ESAE-SDA: Ensemble Sparse Autoencoder Framework for Epigenomics-Informed snoRNA-Disease Associations Prediction" for BMC BioinformaticsBMC Bioinformatics 
31113220257學術期刊論文審查Review manuscript "Optimizing YOLOv8 for Small Object Detection in Medical Images: A Case Study on Blood Cell Classification" for AAIMLAdvances in Artificial Intelligence and Machine Learning 
32113220257學術期刊論文審查Review manuscript "The Invisible Threat: A Review of Microplastics in Freshwater Systems, Including Their Presence in Water, Sediment, and Aquatic Insects" for Annals of Environmental Science and ToxicologyAnnals of Environmental Science and Toxicology 
33113220257學術期刊論文審查Review manuscript "Discovering a Single Neural Network Controller for Multiple Tasks with Evolutionary Algorithms" for Journal of Artificial Intelligence and Autonomous IntelligenceJournal of Artificial Intelligence and Autonomous Intelligence 
34113220256學術期刊論文審查Review manuscript "sEMG-based Hand Gesture Combination Detection via Decision Fusion with CNN/GRU Based Models and Random Forest Classifier" for AAIMLAdvances in Artificial Intelligence and Machine Learning 
35113220255學術期刊論文審查Review manuscript "Assessing Lag-Llama in Probabilistic Time Series Forecasting for the Indonesian Stock Market" for AAIMLAdvances in Artificial Intelligence and Machine Learning 
36113220255學術期刊論文審查Review manuscript "Pneumonia Detection System Using Convolutional Neural Networks" for Journal of Artificial Intelligence and Autonomous IntelligenceJournal of Artificial Intelligence and Autonomous Intelligence 
37113220254學術期刊論文審查Review manuscript "A Highly Efficient Computational Method for Particle Search and Positioning in 3D Cells: The Volume Comparison and Cartesian Cell Registration Approach" for Trends in Computer Science and Information TechnologyTrends in Computer Science and Information Technology 
38113220254學術期刊論文審查Review manuscript "YModPred: an interpretable prediction method for multi-type RNA modification sites in S. cerevisiae based on deep learning" for BMC BiologyBMC Biology 
39113220254學術期刊論文審查Review manuscript "ATAD-Net: An Adaptive Deep Learning Framework for Real-Time Financial Fraud Detection" for AAIMLAdvances in Artificial Intelligence and Machine Learning 
40113220253學術期刊論文審查Review manuscript "genomicBERT: A Light-weight Foundation Model for Genome Analysis using Unigram Tokenization and Specialized DNA Vocabulary" for BMC MethodsBMC Methods 
41113220252學術期刊論文審查Review manuscript "Leveraging uncertainty quantification to optimise CRISPR guide RNA selection" for Biology Methods and ProtocolsBiology Methods and Protocols - Oxford Academic 
42113220252學術期刊論文審查Review manuscript "Next-Generation Noise-Resilient Communication Receiver Design Using Denoising Autoencoders" for AAIMLAdvances in Artificial Intelligence and Machine Learning 
43113120251學術期刊論文審查Review manuscript "BioAlignNet: A GPU-Accelerated Framework for Efficient Global Sequence Alignment Across Genomics and Proteomics Scales" for Cluster ComputingCluster Computing 
44113120251學術期刊論文審查Review manuscript "TITLE: A catalytic hairpin assembly system with sliding replication for the detection of piRNAs" for AnalystAnalyst 
451131202412學術期刊論文審查Review manuscript "Machine-learning diagnostics of breast cancer using pwRNA biomarkers" for BiomarkersBiomarkers  
461131202412學術期刊論文審查Review manuscript "Biosensors for IgG Identification in the Absence of Infection to Isolate Autoimmune Activity" for Smart Wearable TechnologySmart Wearable Technology 
471131202411學術期刊論文審查Review manuscript "UTR-Insight: Integrating Deep Learning for Efficient 5’ UTR Discovery and Design" for BMC GenomicsBMC Genomics 
481131202411學術期刊論文審查Review manuscript "Cov-trans: An Efficient Algorithm for Discontinuous Transcript Assembly in Coronaviruses" for BMC GenomicsBMC Genomics 
491131202411學術期刊論文審查Review manuscript "Enhancing Robustness of Human Detection Algorithms in Maritime SAR through Augmented Aerial Images to Simulate Weather Conditions" for AAIML Advances in Artificial Intelligence and Machine Learning 
501131202410學術期刊論文審查Review manuscript "Data-Driven Forecasting of Solar PV Output Using Machine Learning: A Comprehensive Approach for Long-Term Prediction" for AAIMLAdvances in Artificial Intelligence and Machine Learning 
511131202410學術期刊論文審查Performance Evaluation of Distributed-Based Computing Platforms for Large-Scale Genome Data AnalyticsCluster Computing 
52113120249學術期刊論文審查Review manuscript "Effects of Dataset Sampling Rate for Noise Cancellation through Deep Learning" for AAIMLAdvances in Artificial Intelligence and Machine Learning 
53113120249學術期刊論文審查Review manuscript "ShinyLogoJS: An Enhanced Sequence Logo Generator for Multi- Nucleotide Visualization Using Shiny and LogoJS" for BMC BioinformaticsBMC Bioinformatics 
54113120249學術期刊論文審查Review manuscript "Non-coding RNA notations, regulations and interactive resources" for Functional and Integrative GenomicsFunctional and Integrative Genomics 
55113120248學術期刊論文審查Review manuscript "Active Down-Sampling Method for KNN When Dealing with Imbalance Dataset" for AAIMLAdvances in Artificial Intelligence and Machine Learning 
56113120248學術期刊論文審查Review manuscript "Gully Erosion Risk Assessment Using a GIS-Based Bivariate Statistical Models and Machine Learning in the Dodota Alem Watershed, Ethiopia" for Computational Biology and BioinformaticsComputational Biology and Bioinformatics 
57113120248學術期刊論文審查Review manuscript "A novel RNA pseudouridine site prediction modelusing utility kernel and data-driven parameters" for Scientific ReportsScientific Reports 
58113120248學術期刊論文審查Review manuscript "Predicting ligand-receptor interactions based on LSTM network with the attention mechanism and its application on cell-cell communication inference" for Scientific ReportsScientific Reports 
59112220247學術期刊論文審查Review manuscript "Fraud Detection and Prevention in Financial Services Using Big Data Analytics" for AAIMLAdvances in Artificial Intelligence and Machine Learning 
60112220246學術期刊論文審查Review manuscript "Learning causation event conjunction sequences" for AAIMLAdvances in Artificial Intelligence and Machine Learning 
61112220246學術期刊論文審查Review manuscript "Comparison of parameters of vowel sounds of Russian and English languages" for AAIMLAdvances in Artificial Intelligence and Machine Learning 
62112220246學術期刊論文審查Review manuscript "RNAtranslator: Modeling protein-conditional RNA design as sequence-to-sequence natural language translation" for PLOS Computational BiologyPLOS Computational Biology 
63112220245學術期刊論文審查Review manuscript "CBIL–VHPLI: A model for the prediction of viral–host protein–lncRNA interactions based on machine learning and transfer learning" for Scientific ReportsScientific Reports 
64112220244學術期刊論文審查Review manuscript "CircCNNs, a convolutional neural network framework to better understand the 1 biogenesis of exonic circRNAs" for Scientific ReportsScientific Reports 
65112220244學術期刊論文審查Review manuscript "OkeyDoggy: A Mobile Application that Helps Understand Calming Signals of Dog Using MobileNetV2 Focusing on Play Bowing and Licking Nose" for AAIMLAdvances in Artificial Intelligence and Machine Learning 
66112220244學術期刊論文審查Review manuscript "Conceptualizing predictive conceptual model for unemployment rates in the implementation of Industry 4.0: Exploring machine learning techniques" for AAIMLAdvances in Artificial Intelligence and Machine Learning 
67112220244學術期刊論文審查Review manuscript "Integrated Ensemble Model for Diabetes Mellitus Detection: A Stacking Approach" for AAIMLAdvances in Artificial Intelligence and Machine Learning 
68112220244學術期刊論文審查Review manuscript "A foundation language model to decipher diverse regulation of RNAs" for BioinformaticsGenomic Biology 
69112220243學術期刊論文審查Review manuscript "A Contour-Based Feature Extraction Algorithm" for AAIMLAdvances in Artificial Intelligence and Machine Learning 
70112220243學術期刊論文審查Review manuscript "RNA Structure Prediction: A review of Learning-Based Approaches" for IEEE/ACM Transactions on Computational Biology and BioinformaticsIEEE/ACM Transactions on Computational Biology and Bioinformatics 
71112220242學術期刊論文審查Review manuscript "Predicting Loss-of-Function Impact of Genetic Mutations: A Machine Learning Approach" for AAIMLAdvances in Artificial Intelligence and Machine Learning 
72112220242學術期刊論文審查Review manuscript "Understanding Biometric Entropy and Iris Capacity: Avoiding Identity Collisions on National Scales" for AAIMLAdvances in Artificial Intelligence and Machine Learning 
73112120241學術期刊論文審查Review manuscript "Influence of Artificial Intelligence on Forecasting Net Asset Value and Return Volatility in Indian Mutual Fund" for AAIMLAdvances in Artificial Intelligence and Machine Learning 
74112120241學術期刊論文審查Review manuscript "Novel End-to-End Production-Ready Machine Learning Flow for Nanolithography Modeling and Correction" for AAIMLAdvances in Artificial Intelligence and Machine Learning 
75112120241學術期刊論文審查Review manuscript "Towards Faster k-Nearest-Neighbor Machine Translation" for AAIMLAdvances in Artificial Intelligence and Machine Learning 
761121202311學術期刊論文審查Review manuscript "NoxTrader: LSTM-Based Stock Return Momentum Prediction for Quantitative Trading" for AAIMLAdvances in Artificial Intelligence and Machine Learning 
771121202311學術期刊論文審查Review manuscript "A Review of Hybrid and Ensemble in Deep Learning for Natural Language Processing" for AAIMLAdvances in Artificial Intelligence and Machine Learning 
781121202310學術期刊論文審查Review manuscript "Classification of Contraceptive Use Among Undergraduate Students Using a Supervised Machine Learning Technique" for Computational Biology and BioinformaticsComputational Biology and Bioinformatics 
791121202310學術期刊論文審查Review manuscript "Convolutional Neural Network Model for Diabetic Retinopathy Feature Extraction and Classification" for AAIML Advances in Artificial Intelligence and Machine Learning 
801121202310學術期刊論文審查Review manuscript "Depth-wise Decomposition for Accelerating Separable Convolutions in Efficient Convolutional Neural Networks" for AAIMLAdvances in Artificial Intelligence and Machine Learning 
81112120239學術期刊論文審查Review manuscript "Person Recognition Using Facial Micro-expressions With Deep Learning" for AAIMLAdvances in Artificial Intelligence and Machine Learning 
82112120239學術期刊論文審查Review manuscript "GE-Blender: Graph Based Knowledge Enhancement for Blender" for AAIMLAdvances in Artificial Intelligence and Machine Learning 
83111220237學術期刊論文審查Review manuscript "SPOT: Sequential Predictive Modeling of Clinical Trial Outcome with Meta-Learning" for ACM-BCB 2023 ConferenceACM-BCB 2023 
84111120231學術期刊論文審查Review manuscript "Counting Distinguishable RNA Secondary Structures" for Journal of Computational BiologyJournal of Computational Biology 
85110120218學術期刊論文審查Review manuscript "k-mer approach for classification of coding and non-coding RNAs across diverse species" for BioinformaticsBioinformatics 

推廣工作（共計7筆）
序號學年度學期年度月份推廣類別推廣名稱推廣地點
1113120251其他 國立嘉義大學電機系碩士班工程數學命題老師國立嘉義大學 
2113120248其他國立嘉義大學電機系碩士學位考試論文口試委員國立嘉義大學 
3112220245其他國立嘉義大學理工學院2024創意專題競賽評審委員國立嘉義大學 
4112120241其他國立嘉義大學電機系碩士班工程數學命題老師國立嘉義大學 
51121202312其他臺灣國立大學系統研發工作圈112年成果發表會-學生實驗室交換計畫評審委員國立中興大學 
6111120231其他國立嘉義大學電機系碩士班工程數學命題老師國立嘉義大學 
71101202110學術演講或教學講習主講10月4日（一）上午10：10--12：00給生物機電工程學系的學生們一場專題演講國立嘉義大學生物機電工程學系