研究成果列表
單位名稱資訊管理學系教師姓名林土量
教師分級副教授專兼任專任
在校狀態在職行政職務電子計算機中心中心主任

期刊論文（共計20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
10991201010Tu-Liang Lin and Guang SongGeneralized spring tensor models for protein fluctuation dynamics and conformation changes否第一順位BMC Structural Biology10 S3 Normal mode analysis, Hessian matrix, Spring tensor model, Protein dynamics, Mean-square fluctuations 
2100120118Tu-Liang Lin and Guang SongEfficient Mapping of Ligand Migration Channel Networks in Dynamic Proteins否第一順位Proteins: Structure, Function, and Bioinformatics79 2475-2490 robotic motion planning, ligand pathways, myoglobin, molecular dynamics, geometric mapping, Voronoi graph 
3101120129Kuan-Chung Chen, Su-sen Chang, Hung-Jin Huang, Tu-Liang Lin, Yong-Jiang Wu, Calvin Yu-Chian ChenThree-in-one Agonists for PPAR-α, PPAR-γ, and PPAR-δ Screened from Traditional Chinese Medicine Database@Taiwan否其他Journal of Biomolecular Structure and Dynamics30 662-683 PPAR-α, PPAR-γ, PPAR-δ, Traditional Chinese Medicine (TCM), Docking, Molecular Dynamics (MD) 
41021201312Tu-Liang Lin, Xian-Qun Zeng, and Hong-Yi Chang* An Address Contention Approach Based on a Time Division Multiplexing Mechanism for ZigBee Networks否第一順位International Journal of Distributed Sensor Networks2013 1-8 distributed address assignment mechanism (DAAM), orphan problem, time-division multiplexing (TDM), ZigBee  
51021201312Tu-Liang Lin and Hong-Yi Chang* Ligand Path: A Software Tool for Mapping Dynamic Ligand Migration Channel Networks 否第一順位Procedia Computer Science 23 68-77 ligand migration, MD simulation, motion planning, protein dynamics 
6102220142Vijay Vammi, Tu-Liang Lin and Guang Song Enhancing the quality of protein conformation ensembles with relative populations否第二順位Journal of Biomolecular NMR 58 209–225 Residual dipolar couplings, Ubiquitin, Relative populations, Boltzmann weights, Weighted ensemble, Ensemble quality 
7103120151Tu-Liang Lin, Hong-Yi ChangBlack Hole Traffic Anomaly Detections in Wireless Sensor Network否第一順位International Journal of Grid and High Performance Computing7 42-51 Black Hole Attacks, Intrusion Detection, Network Security, Traffic Anomaly Detection, Wireless Sensor Networks  
8103220156Hong-Yi Chang, Tu-Liang Lin*, Cheng-Kai HuangA Novel Multi-Dimension Resource Recycling Mechanism for Cloud Data Centers是第二順位International Journal of Grid and High Performance Computing7 50-64 Cloud Computing, High Resource Utilization, Resource Management, Resource Recycle  
9105120168Tu-Liang Lin, Sheng-Lin Li and Hong-Yi Chang*A Power Balance Aware Wireless Charger Deployment Method for Complete Coverage in Wireless Rechargeable Sensor Networks否第一順位Energies9 695 wireless rechargeable sensor networks, minimum dominating set, charging power  
10106120178Tu-Liang Lin, Yu-Sheng Chen, Hong-Yi ChangAn Ant Colony Optimization Routing Strategy for Wireless Sensor Networks: A SDN-like Perspective否第一順位Journal of Computers28 103-113 Ant colony optimization, Mobile ad hoc network, Routing algorithm, Wireless sensor network  
111091202010Chia-Pei Tang, Yu-Hsi Hsieh, Tu-Liang Lin, Felix W. LeungThe Strengths of Artificial Intelligence and Water Exchange Complement the Weaknesses of Each Other to Yield Significantly Higher Additional Polyp Detection and Lower False Alarm Rates否第三順位The American Journal of Gastroenterology115 s158 Computer-aided detection, Polyp detection, Colonoscopy, Water exchange 
12108220202Tu-Liang Lin, Hong-Yi Chang, Sheng-Lin LiA Location Privacy Attack Based on the Location Sharing Mechanism with Erroneous Distance in Geosocial Networks否第一順位Sensors20 918 geosocial networks, location privacy, location sharing mechanism, location-based services 
13108220203Tu-Liang Lin, Hong-Yi Chang, Kai-Hong ChenThe pest and disease identification in the growth of sweet peppers using faster R-CNN and mask R-CNN否第一順位Journal of Internet Technology 21 605-614 Pest and disease identification, Deep learning, Convolutional neural networks, Image recognition, Object detection 
14108220205Tu-Liang Lin, Hong-Yi Chang, Yu-Hsin WangA Novel Hybrid Search and Remove Strategy for Power Balance Wireless Charger Deployment in Wireless Rechargeable Sensor Networks否第一順位Energies13 2661 wireless rechargeable sensor networks, hybrid method, wireless charger deployment 
15109220214Jinn-Yi Yeh, Tu-Liang Lin, Siwa ChanPredicting Breast Density of Digital Breast Tomosynthesis from 2D Mammograms是第二順位IETE Journal of Research0 1-12 Breast density, computer-aided diagnosis, classification, digital breast tomosynthesis, linear discrimination analysis, Mammograms 
16109220216Yu-Hsi Hsieh, Chia-Pei Tang, Chih-Wei Tseng, Tu-Liang Lin, Felix W LeungComputer-Aided Detection False Positives in Colonoscopy否其他Diagnostics11 1113 artificial intelligence, computer-aided detection, colonoscopy, false positive, water exchange 
17110120218Chia-Pei Tang, Kai-Hong Chen, Tu-Liang LinComputer-Aided Colon Polyp Detection on High Resolution Colonoscopy Using Transfer Learning Techniques是第三順位Sensors21 5315 object detection, medical information systems, colon polyp detection, colonoscopy, transfer learning 
18110220224Chia-Pei Tang, Chen-Hung Hsieh and Tu-Liang LinComputer-Aided Image Enhanced Endoscopy Automated System to Boost Polyp and Adenoma Detection Accuracy是第三順位Diagnostics12 968 colonoscopy, narrow-band image, colon polyp, Retinex, gamma and sigmoid conversion, YOLO 
19110220225Tu-Liang Lin, Hong-Yi Chang, Yu-Hsin WangA Novel Unmanned Aerial Vehicle Charging Scheme for Wireless Rechargeable Sensor Networks in an Urban Bus System否第一順位Electronics11 1464 Wireless rechargeable sensor networks, Unmanned aerial vehicles, Bus system 
20111220233T-L Lin, H-Y Chang, Y-Y Chiang, S-C Lin, T-Y Yang, C-J Zhuang, W-L Tseng, B-H ZhangRansomware Detection by Distinguishing API Call Sequences through LSTM and BERT Models否第一順位The Computer Journal0 bxad005 Ransomware Detection, API Call Sequences, LSTM, BERT 

會議論文（共計29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
1095220072Tu-Liang Lin, Guang Song, Dimitris Margaritis and Robert JerniganFold Specific Knowledge-based Potential Functions for Protein Structure Prediction是第一順位壁報發表 Biophysical Society 52nd Annual Meeting  Long Beach, California 
2097120091Tu-Liang Lin and Guang SongPredicting Allosteric Communication Pathways Using Motion Correlation Network否第一順位書面發表 7th Asia Pacific Bioinformatics Conference (APBC) Beijing, China 
30981200911Tu-Liang Lin and Guang SongGeneralized Spring Tensor Models for Protein Fluctuation Dynamics and Conformation Changes否第一順位書面發表 IEEE BIBM Workshop on Computational Structural Bioinformatics Washington D.C. 
4100120118Tu-Liang Lin, Santhosh Kumar Vammi and Guang SongEvaluating the Quality of Conformation Sampling Methods using Experimental Residual Dipolar Coupling Data否第一順位書面發表 ACM Conference on Bioinformatics, Computational Biology and Biomedicine Chicago Illinois 
51021201311Tu-Liang Lina, Xian-Qun Zengb, Hong-Yi ChangA Density-based Approach for Discovering User Similarity from GPS Trajectories 否第一順位口頭發表 The 3rd International Conference on Engineering and Applied Science (2013 ICEAS) Osaka,Japan 
61021201311Hong-Yi Chang, Hao-Wen Lin, Zih-Huan Hong, Tu-Liang Lin*, Yuan-Wei LinA Multiple Coordinators Reservation Protocol for Parking Spaces in Vehicular Networks是其他口頭發表 The 3rd International Conference on Engineering and Applied Science (2013 ICEAS) Osaka,Japan 
71021201311Hong-Yi Chang, Chih-Chun Lai, Zih-Huan Hong, Tu-Liang Lin*, Yuan-Wei LinA Novel IPTV Channel-Recommendation Mechanism 是其他口頭發表 The 3rd International Conference on Engineering and Applied Science (2013 ICEAS) Osaka,Japan 
81021201311Tu-Liang Lin, Hong-Yi ChangPrediction of Protein Relative Solvent Accessibility Using Conditional Random Fields否第一順位口頭發表 The 3rd International Conference on Engineering and Applied Science (2013 ICEAS) Osaka,Japan 
91021201312張宏義,吳家豪,林土量*一個新的推薦演算法基於雲端MapReduce 模型是第三順位口頭發表 第十九屆資訊管理暨實務研討會(IMP2013) 台中 
101021201312林土量、吳建昆、賴信丞、鄭守庭、黃培恩購購趴趴GO是第一順位口頭發表 第十九屆資訊管理暨實務研討會(IMP2013) 台中 
11102120139張宏義,林土量*基於腦波分析技術之個人化紓壓音樂推薦系統之設計與實作是第二順位壁報發表 第四屆醫療數位學習研討會 大林慈濟 
12102120139林土量,張宏義*雲端虛擬學習環境建置：以生物資訊之視覺化分子結構分析工具教學為例否第一順位口頭發表 第四屆醫療數位學習研討會 大林慈濟 
13102220144Tu-Liang Lin, Wanting Lin, Chin-Fu Ho and Hong-Yi Chang* A Study of the Influence of Product Lifecycle Management System on Knowledge Integration and Product Development Performance是第一順位口頭發表 2014 International Symposium on Business and Management Nagoya, Japan 
141041201511Hong-Yi Chang, Tu-Liang Lin*, Hsin-Che Lu and Yi-Ying LinA Novel Multi-dimensional Resource Allocation Mechanism in Cloud是第二順位口頭發表 18th ISERD – International Conference on Modern Trends in Engineering and Technology (ICMTET)(Tokyo, Tokyo, Japan 
151041201511Tu-Liang Lin,Hong-Yi Chang,*, Hsin-Che Lu and Yi-Ying Lin Predicting the Secondary Structure of Globular Proteins with CRF and Semi-Markov CRF 否第一順位口頭發表 18th ISERD – International Conference on Modern Trends in Engineering and Technology (ICMTET)(Tokyo, Tokyo, Japan 
16104220167Hong-Yi Chang, Zih-Huan Hong, Tu-Liang Lin*, Wan-Kun Chang, Yi-Ying LinIPARBC: An Improved Parallel Association Rule Based on MapReduce Framework是第三順位書面發表 2016 International Conference on Networking and Network Applications(Hakodate City, Japan) Hakodate City, Japan 
17104220167Tu-Liang Lin, Chen-Hao Kuo, Hong-Yi Chang, Wan-Kun Chang, Yi-Ying LinA Parameterized Wildcard Method Based on SDN for Server Load Balancing否第一順位書面發表 2016 International Conference on Networking and Network Applications (Hakodate City, Japan) Hakodate City, Japan 
18104220167Tu-Liang Lin, Sheng-Lin Li, Hong-Yi Chang, Wan-Kun Chang, Yi-Ying LinAn Effective Wireless Charger Deployment Method for Complete Coverage in Wireless Chargeable Sensor Networks否第一順位書面發表 2016 International Conference on Networking and Network Applications (Hakodate City, Japan) Hakodate City, Japan 
19106220187Tu-Liang Lin* and Pin-Jie WangUser′s Privacy Protection Scheme in Location Based Services 是第一順位口頭發表 The 2nd International Conference on Education and Multimedia Technology Okinawa, Japan 
20107220195Tu-Liang Lin, Hong-Yi Chang* and Kai-Hong ChenPest and Disease Identification in the Growth of Sweet Peppers using Faster R-CNN否第一順位口頭發表 IEEE International Conference on Consumer Electronics - Taiwan (IEEE 2019 ICCE-TW) 宜蘭 
21107220195Hong-Yi Chang, Tu-Liang Lin*, Tzu-Fan Hsu, Yu-Shiang Shen and Guan-Rong LiImplementation of ransomware prediction system based on weighted-KNN and real-time isolation architecture on SDN Networks是第二順位口頭發表 IEEE International Conference on Consumer Electronics - Taiwan (IEEE 2019 ICCE-TW) 宜蘭 
22107220195 Tu-Liang Lin* and Yu-Sheng ChenA Chinese Continuous Keystroke Authentication Method Using Cognitive Factors是第一順位口頭發表 IEEE International Conference on Consumer Electronics - Taiwan (IEEE 2019 ICCE-TW) 宜蘭 
231091202012謝鎮鴻、唐家沛、林土量利用深度學習建立白光及窄頻大腸瘜肉偵測模型之比較研究是第三順位書面發表 第三十一屆國際資訊管理學術研討會 嘉義大學 
241091202012林志樺、林土量遷移式學習會失敗嗎？以甜椒病蟲害偵測為例是第二順位書面發表 第三十一屆國際資訊管理學術研討會 嘉義大學 
251101202112張宏義、林土量、朱芸歆、劉虹音、陳郁萱、張萬坤、林依潁 使用者行為與推薦系統研究—以工研院智慧機械雲推薦系統為例 是第二順位書面發表 2021 臺灣網際網路研討會TANET 東海大學 
261101202112張宏義、林土量、江沅遙、林書晨、楊宗硯、莊淳珺、張博皓、曾華笠、吳光輝 透過 LSTM 與 BERT 模型分辨 API 呼叫序列以偵測勒索軟體 是第二順位書面發表 2021 臺灣網際網路研討會TANET 東海大學 
27109220215王品傑、林土量基於單一子區域中請求分布及快取技術的適地性隱私保護機制是第二順位口頭發表 第十九屆離島資訊技術與應用研討會  
28110220225張宏義、林土量*、江沅遙、林書晨、楊宗硯、莊淳珺、張博皓、曾華笠、吳光輝基於木馬病毒的XAI研究是第二順位口頭發表 第廿屆離島資訊技術與應用研討會 澎湖科技大學 
29110220225張宏義、林土量*、江沅遙、林書晨、楊宗硯、莊淳珺、張博皓、曾華笠、 吳光輝可解釋人工智慧應用於勒索軟體之分析是第二順位書面發表 第 廿 屆 離島資訊技術與應用 研討會 澎湖科技大學 

專書著作（共計2筆）
序號學年度學期年度月份作者書名出版社國際標準書號
11021201312Hyuntae Na, Tu-Liang Lin, Guang SongProtein Conformational Dynamics (Chapter 5 Generalized Spring Tensor Models for Protein Fluctuation Dynamics)Springer9783319029696 
2107220197徐淑如、董和昇、李彥賢、林宸堂、林土量、張宏義 Python程式設計初學指引滄海ISBN9789863630852 

研究計畫（共計22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
11011201208計畫主持人國家科學及技術委員會雲端配體動態移動路徑網路繪製2012/08/012014/07/311097000
21011201208計畫主持人國家科學及技術委員會雲端配體動態移動路徑網路繪製(1/2)2012/08/012014/07/31566000
31021201308計畫主持人國家科學及技術委員會雲端配體動態移動路徑網路繪製(2/2)2013/08/012014/07/31531000
41021201311計畫主持人其他民間企業團體-其他基金(如基金會)企業電子化人才能力鑑定-雲端服務規劃試題解析2013/11/082014/02/2815000
51022201404計畫主持人其他民間企業團體-其他民間企業團體或個人2014年TWNIC前進校園推廣活動2014/04/252014/11/30340000
61022201406計畫主持人其他民間企業團體-其他民間企業團體或個人嘉義縣政府微軟Office軟體建置2014/06/232014/07/0660000
71031201412計畫主持人其他民間企業團體-其他基金(如基金會)「2014年網路講前進校園-行動 網路 傳遞愛」公益活動-「好血有你Blood」專案2014/12/012015/03/3140000
81041201508計畫主持人國家科學及技術委員會基於中文鍵盤輸入的連續型驗證系統開發-以新注音輸入法為例2015/08/012016/07/31577000
91041201509計畫主持人其他民間企業團體-其他民間企業團體或個人Believe yourself(2015年TWNIC校園公益青年－i世代‧網路公益這樣做)2015/09/252015/12/3163000
101051201608計畫主持人國家科學及技術委員會連續性時序資料的隱私保護機制-以巨量個人定位資料為例2016/08/012017/07/31577000
111051201609計畫主持人其他民間企業團體-其他民間企業團體或個人行動求才資訊App建置2016/09/012017/02/28450000
121052201705計畫主持人其他民間企業團體-其他民間企業團體或個人行動求才求職App維護2017/05/152017/12/3180000
131052201706計畫主持人其他民間企業團體-其他民間企業團體或個人行動求才求職App功能擴充2017/06/152017/12/3170000
141061201708計畫主持人國家科學及技術委員會基於缺漏值填補及軌跡分析的地理社群網路隱私攻擊與防禦2017/08/012018/07/31646000
151071201808計畫主持人國家科學及技術委員會一個結合旁側資訊的動態規畫位置隱私保護機制2018/08/012019/07/31499000
161072201907共同主持人國家科學及技術委員會人工智慧機器人應用於植物醫學之研究-以甜椒為例－甜椒栽培植保機器人之研製(2/3) 2019/07/012020/06/305500000
171082202007共同主持人國家科學及技術委員會人工智慧機器人應用於植物醫學之研究-以甜椒為例--甜椒栽培植保機器人之研製(3/3)2020/07/012021/06/305500000
181092202105共同主持人國家科學及技術委員會智慧資安防護系統的設計與實現-以醫療院所與住宿型服務機構為例(1/2)2021/05/012022/04/303180000
191092202106共同主持人國家科學及技術委員會產學合作計畫－以 AIoT 為基礎之長期照顧管理應用-以醫療院所與住宿型服務機構為例 2021/06/012022/05/31420000
201102202205共同主持人國家科學及技術委員會智慧資安防護系統的設計與實現-以醫療院所與住宿型服務機構為例(2/2)2022/05/012023/04/302900000
211112202307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：設計與實作-擴增實境技術輔助地科教育應用系統-指導學生：黃珮晴2023/07/012024/02/2951000教師研究計畫管理系統轉入之計畫
221121202401計畫主持人教育部113年高等教育深耕計畫-資安專章2024/01/012024/12/311050000教師研究計畫管理系統轉入之計畫

專利（共計2筆）
序號學年度學期年度月份專利分類申請國專利種類專利名稱字號開始日期結束日期金額
1104220165國內中華民國新型智慧巡房系統M5224332016/05/212025/10/260
2109220214國內中華民國發明植物病蟲害判斷噴藥裝置I7249242021/04/112040/06/160

獲獎榮譽（共計4筆）
序號學年度學期年度月份獲獎種類獲獎名稱頒獎單位
10991201011國際性Student Travel Awards其他
2100120119他校John V. Atanasoff Graduate Award其他
31101202112全國性2021 TANET 最佳論文其他
4110220227全國性第十二屆網路智能與應用研討會佳作論文其他

學術活動（共計10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
11021201311出席研討會The 3th International Conference on Engineering and Applied ScienceOsaka,Japan 
21021201311出席研討會4th International Conference on Computational Systems-Biology and BioinformaticsSeoul, South Korea 
3102120139出席研討會第四屆醫療數位學習研討會大林慈濟 
4102220144出席國際研討會2014 International Symposium on Business and Management Nagoya, Japan 
5103120148出席國際研討會The Fifth International Workshop on Wireless Network Algorithm and TheoryFukuoka, Japan 
6107220195出席國際研討會2019 IEEE International Conference on Consumer Electronics – Taiwan宜蘭 
7107220195出席國際研討會IEEE International Conference on Consumer Electronics – Taiwan, 2019 (IEEE 2019 ICCE-TW)宜蘭 
81091202012出席國際研討會第31屆國際資訊管理學術研討會嘉義大學新民校區 
9108220207出席國內研討會第十屆網路智能與應用研討會雲科大 
10110220225出席國內研討會第廿屆離島資訊技術與應用研討會澎湖科技大學 

推廣工作（共計9筆）
序號學年度學期年度月份推廣類別推廣名稱推廣地點
11012201303學術演講或教學講習主講技術報告暨論文研討發表會之評論人嘉義大學EMBA 
2103120148演講雲林縣政府103年度公務機密維護與機關安全維護講習訓練雲林縣政府 
31092202106輔導雲科大電機工程系碩士班學位考試委員雲科大 
41101202109其他嶺東科技大學教師資格審查嶺東科大 
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