林志學 教授
- 系所：電子工程系 (建工)
- 研發領域：電機與電子工程
- 標籤： 大數據分析,數位計算系統
- 專長： 智能運算與機器學習,大數據應用,資訊安全,生醫訊號分析處理
- 學歷：
國立中山大學資工系博士
- 經歷：
國立高雄科技大學 電子工程系-副教授 2020/08/01~迄今
中華民國數位學習學會第十四屆-監事2020/06/11~2021/06/10
中華民國 民生電子學會第六屆-秘書長2018/12/29 ~ 2020/12/28
國立高雄科技大學 電子工程系-助理教授2018/2/1 ~ 2020/7/31
教育部 數位學習認證中心-認證計畫駐點老師2009/8 ~ 迄今
- 電話：(07)381-4526#15672
- 傳真：(07)381-1182
1
機器學習應用於壓力鑄造成型品質監測技術之研究A Study on Machine Learning in Quality Monitoring for Pressure Die Casting
2
基於機器學習之射出機油封壓力監診Machine Learning-Based Monitoring of Injection Molding Oil Seal Pressure
3
基於生成對抗網路之協同過濾技術應用於保險商品推薦系統Application of Collaborative Filtering Technology Based on Generative Adversarial Networks to Insurance Commodity Recommendation Systems
4
基於主題的關鍵詞提取及文字生成的資料擴增技術－可改善新聞分類平衡及準確性Data Augmentation Based on Topic with Keyword Extraction and Text Generation – Improvement of News Classification with Balance and Accuracy
5
基於粒子群混合採樣的不平衡資料分類Classification of Imbalance Data with Particle Swarm Mixed Sampling
6
基於多目標貝葉斯優化結合機器學習模型應用於金屬高週波熱處理之加工參數預測Prediction of processing parameters based on multi-objective Bayesian optimization combined with machine learning model for high frequency heat treatment of metals
7
結合特徵選取和機器學習分類技術應用於股票市場走勢預測之研究Research on Combining Feature Selection and Machine Learning Classification Technology Applied to Stock Market Trend Prediction
8
結合弱監督與自動化機器學習技術應用於電影評論之情感分析Combining Weak Supervision with AutoML techniques for sentiment analysis of movie reviews
9
應用於不平衡資料分類的自適應狼群混合採樣法Mixed Sampling with Adaptive Wolf Pack Method for Imbalance Data Classification
10
結合物件定位與特徵萃取網路技術應用於醫學乳房攝影擺位評估Combining object localization and feature extraction network technology for medical mammography evaluation
11
基於區域特徵萃取之深度融合網路於紅外線熱顯像進行傷口感染或組織缺血識別Infrared thermal imaging based deep fusion network based on regional feature extraction for wound infection or tissue ischemia identification
12
利用貝氏決策樹分析之語音介面電話線路故障問答系統A Voice-Based QA System of Telephone Line Fault Inferred by Bayesian Decision Tree
13
基於機器學習之影像辨識技術應用於輔助幽門桿菌感染之診斷Image recognition technology based on machine learning is applied to assist the diagnosis of Helicobacter pylori infection
14
機器學習應用於乳癌放射性皮膚炎影像預測Application of machine learning to image prediction of radiation dermatitis in breast cancer
15
基於RGB-T之多模態深度學習技術用於人臉識別RGB-T Based Multi-Modal Deep Learning Technology For Face Identification
16
基於Mask RCNN之實例分割技術應用於合金鑄造瑕疵檢測Mask RCNN-based instance segmentation technology for alloy casting defect detection
17
基於模內壓力與機器學習之 合金鑄造品質檢測技術Alloy casting quality inspection technology based on in-mold pressure and machine learning
18
基於ELECTRA 語言模型之關鍵詞篩選技術用於金屬產業知識圖譜Keyword screening technology based on ELECTRA language model for metal industry knowledge map
19
使用電子鼻和影像處理於結核病患者的風險評估Risk Assessment for Tuberculosis Patients by Using Electronic Nose and Image Processing
20
整合自適性傳輸與PPG訊號特徵分析之生醫物聯網系統The Bio-IoT System of Integrated Adaptive Transmission and PPG Signal Feature Analysis
21
具軟體確效之創新型敏捷式專案管理-以非侵入式癌症檢測系統為例Innovative Agile Project Management with Software Validation：An Example of Non-invasive Cancer Detection System
22
結合ALBERT模型與知識圖譜之關鍵字推薦技術應用於產學情資搜尋平台ALBERT-based knowledge graph technology applied to relevant-keyword recommendations of industry-academia information searching platform
23
基於深度學習與側掃聲納影像的水下物件辨識技術及在風電場評估的應用Underwater Object Recognition Technology based on Deep Learning from Side-Scan Sonar Images and its Application in Wind Farm
24
植基於深度學習與高斯混合模型之DDoS未知攻擊偵測Detection of Unknown DDoS Attacks with Deep Learning and Gaussian Mixture Model