研究成果列表
單位名稱電機工程學系教師姓名陳俊吉
教師分級助理教授專兼任專任
在校狀態在職行政職務

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
11121202310Chun-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 
2111220233Chun-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  
31131202411Chun-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 
41131202411Chun-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 
5113120251Chun-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 

會議論文（共計10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
11121202311Chun-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 
2111220233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 
3111220237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 
4112120238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 
5112120238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 
6112120238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 
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 
81131202410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 
91131202412Yan-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 
10112220247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 

研究計畫（共計4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
11101202108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)2021/08/012022/07/31961000教師研究計畫管理系統轉入之計畫
21111202208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)2022/08/012023/07/31846000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2023/01/012023/12/31540000
41122202407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2024/07/012025/02/2858000教師研究計畫管理系統轉入之計畫

學術活動（共計64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
11101202108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 
21111202301學術期刊論文審查Review manuscript "Counting Distinguishable RNA Secondary Structures" for Journal of Computational BiologyJournal of Computational Biology 
31112202307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 
41121202309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 
51121202309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 
61121202310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 
71121202310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 
81121202310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 
91121202311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 
101121202311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 
111121202401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 
121121202401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 
131121202401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 
141122202402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 
151122202402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 
161122202403學術期刊論文審查Review manuscript "A Contour-Based Feature Extraction Algorithm" for AAIMLAdvances in Artificial Intelligence and Machine Learning 
171122202403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 
181122202404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 
191122202404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 
201122202404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 
211122202404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 
221122202404學術期刊論文審查Review manuscript "A foundation language model to decipher diverse regulation of RNAs" for BioinformaticsGenomic Biology 
231122202405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 
241122202406學術期刊論文審查Review manuscript "Learning causation event conjunction sequences" for AAIMLAdvances in Artificial Intelligence and Machine Learning 
251122202406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 
261122202406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 
271122202407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 
281131202408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 
291131202408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 
301131202408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 
311131202408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 
321131202409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 
331131202409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 
341131202409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 
351131202410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 
361131202410學術期刊論文審查Performance Evaluation of Distributed-Based Computing Platforms for Large-Scale Genome Data AnalyticsCluster Computing 
371131202411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 
381131202411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 
391131202411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 
401131202412學術期刊論文審查Review manuscript "Machine-learning diagnostics of breast cancer using pwRNA biomarkers" for BiomarkersBiomarkers  
411131202501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 
421131202501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 
431132202502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 
441132202502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 
451132202503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 
461132202504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 
471132202504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 
481132202504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 
491132202505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 
501132202505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 
511132202506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 
521132202507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 
531132202507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 
541132202507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 
551141202508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 
561141202508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 
571141202508學術期刊論文審查Review manuscript "Machine Learning Based Localization Techniques" for AAIMLAdvances in Artificial Intelligence and Machine Learning 
581141202508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 
591141202508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 
601141202509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 
611141202509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 
621141202510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 
631141202510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 
641141202510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 

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
11101202110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 
21111202301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 
31121202312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 
41121202401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 
51122202405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 
61131202408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 
71131202501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