Session-B1: Machine Learning
Session Chair: Prof. Show-Jane Yen, Prof. Shih-Cheng Horng
Time: Nov. 18, 15:30-17:00
Room: Amour B (2F)
B1-1. 結合地域性之集成學習法於太陽能發電預測
Yu-Wen Wang (CPC Corporation, Taiwan);
Wen-Yang Lin (National University of Kaohsiung)*
B1-2. 應用GRU與Attention機制結合技術指標於股票交易策略可行性之研究-以台積電為例
MingChe Lee (Ming Chuan University)*;
Ru Jiun Shiu (Ming Chuan University);
Xu Ming Chen (Ming Chuan University)
B1-3. 應用於製造業之誤差補償模型及動態更新方法
Jia-Ling Zheng (National Cheng Kung University);
Pei-Yu Chao (National Cheng Kung University)*;
Wei-Ann Lin (National Cheng Kung University);
Ping-Yang Chen (National Cheng Kung University)
B1-4. 大腦區域功能性連結分析之思覺失調症自動判別
Chang-Hao Chen (National Central University);
Rou-An Chen (National Central University);
Lung-Hao Lee (National Central University)*;
Wan-Chen Chang (Taipei Veterans General Hospital);
Tung-Ping Su (Taipei Veterans General Hospital);
Pei-Chi Tu (Taipei Veterans General Hospital)
B1-5. 基於投票機制整合多深度模型之自動瑕疵檢測
洪佑銓 (朝陽科技大學)*
B1-6. 改善集成學習方法以提升分類效能之研究
羅元澤 (Ming Chuan University);
Yue-Shi Lee (Ming Chuan University);
Show-Jane Yen (Ming Chuan University)*
Session-B2: Best Paper Session
Session Chair: Prof. Lieu-Hen Chen, Prof. H.W. Milton Wang, Prof. Der-Fa Chen, Prof. Shih-Hung Wu
Time: Nov. 19, 10:30-12:00
Room: Amour B (2F)
B2-1. Fake Profile Detection on Social Media Based on User Preferences
Ching-Huai Chen (National Chengchi University)*;
Man-Kwan Shan (National Chengchi University)
B2-2. 基於監督離散雜湊之張量資料模型
Pin-Han Wu (National Sun Yat-sen University)*;
Bo-Wei Chen (National Sun Yat-sen University)
B2-3. 利用棄牌資訊強化策略改良麻將程式
Zong-Han Lin (National Taiwan Normal University)*;
林猷琛 (National Taiwan Normal University);
Shun-Shii Lin (NTNU)
B2-4. A Pairwisely Probing Approach to Solving Nonogram Puzzles
Kuo-Chan Huang (National Taichung University of Education)*;
Tzung-Shuan Tsai (National Taichung University of Education)
B2-5. 跨語句式語言模型於對話式語音辨識重新評分之研究
Bi-Cheng Yan (National Normal Taiwan University )*;
Pei-Chun Tsai (National Normal Taiwan University);
Shih-Hsuan Chiu (National Normal Taiwan University);
王馨偉 (National Taiwan Normal University);
邱炫盛 (中華電信研究院);
Berlin Chen (National Taiwan Normal University)
B2-6. Subsolid Nodules Detection in 2D Lung CT Images With Modified YOLOv4
Jin Yi Wu (National Cheng Kung University)*;
Pei-Shan Yang (National Cheng Kung University);
Chao-Chun Chang (National Cheng Kung University Hospital);
Chia-Ying Lin (National Cheng Kung University Hospital);
Yau-Lin Tseng ( National Cheng Kung University Hospital);
Shu-Mei Guo (National Cheng Kung University);
Jenn-Jier James Lien (National Cheng Kung University)
Session-B3: Computer Vision / Pattern Recognition
Session Chair: Prof. Chia-Hsin Cheng, Prof. Wen-Chang Cheng
Time: Nov. 19, 13:30-15:00
Room: Amour B (2F)
B3-1. 數值標籤為基底之深度學習物件辨識系統-以速食餐廳為例
Yen-chiu Chen (Chung Hua University)*;
Hao-Chun Chiang (Chung Hua University);
Ssu-Yu Wang (Chung Hua University);
Tzu-Yuan Wang (Chung Hua University);
Jia-Sheng Song (Chung Hua University);
Shih-Hsin Lo (Chung Hua University)
B3-2. 基於輕量化離散餘弦轉換之純頻域深度網路
吳柏逸 (電機工程系 國立台灣科技大學);
Ching-Hu Lu (NTUST)*;
張涵茵 (電機工程系 國立台灣科技大學)
B3-3. 植基於卷積神經網路之行人再識別
Chih-Chin Lai (National University of Kaohsiung)*
B3-4. Tool Measurement Using Foreground Segment Network
borhaur Lin (NCKU CSIE);
Lo-Hsuan Chang (NCKU CSIE);
Jung-Chung Yeh (TONGTAI MACHINE & TOOL CO., LTD.);
Hsin-Ting Shih (TONGTAI MACHINE & TOOL CO., LTD.);
Tzu-Yu Fu (TONGTAI MACHINE & TOOL CO., LTD.);
Jin Yi Wu (National Cheng Kung University);
Jenn-Jier James Lien (National Cheng Kung University)*
B3-5. Multi-Dots SiamRPN++ Tracking for Pronated Foot Analysis in PSMNet Stereo Space
Lee Chen-Hsun (National Cheng Kung University Department of Computer Science and Information Engineering);
Shi Dong-Cheng (National Cheng Kung University Department of Computer Science and Information Engineering);
Huang Ming-Dong (National Cheng Kung University Hospital);
Lin Cheng-Feng (National Cheng Kung University Department of Physical Therapy);
Jin Yi Wu (National Cheng Kung University);
Jenn-Jier James Lien (National Cheng Kung University)*
B3-6. Face De-identification using Face Processing Methods
Wen-Chieh Fang (National Chiayi University)*;
Pei-Hsin Hsieh (National Chiayi University)
Session-B5: Natural Language
Session Chair: Prof. Ho-Lung Hung, Prof. Alex Long-Sheng Chen
Time: Nov. 20, 09:00-10:30
Room: Amour B (2F)
B5-1. 常見問題檢索使用有效的孿生神經網路
Wan-Ting Tseng (National Taiwan Normal University)*;
Chin-Ying Wu (National Taiwan Normal University);
Yung-Chang Hsu (EZ-AI);
Berlin Chen (National Taiwan Normal University)
B5-2. 利用關係記憶核及獎勵調整改善序列生成對抗網路之研究
蔡沅信 (國立中正大學)*;
劉立頌 (國立中正大學);
Wei-hsiang Wang (Chung Cheng Univsersity)
B5-3. 利用語意文件檢索及多步推理於開放式問答系統之研究
鄭博元 (國立中正大學);
劉立頌 (國立中正大學);
李俊宏 (國立中正大學);
翁士勛 (國立中正大學)*
B5-4. 從常見問答集自動產生客服問答機器人
TING-YUN OU (中央大學);
Hung-Hsuan Chen (National Central University)*;
Kuan Ling Chou (National Central University)
B5-5. 探索異質圖和中心性資訊於語音文件摘要
Tien H Lo (National Taiwan Normal University)*;
曜廷 宋 (國立臺灣師範大學);
Berlin Chen (National Taiwan Normal University)
B5-6. 利用BERT意圖判斷優化GPT-2對話生成的客服輔助對話機器人
Zi-Yan Zhao (National Kaohsiung University of Science and Technology)*;
Chun-Chih Lo (國立高雄科技大學);
Mong-Fong Horng (National Kaohsiung University of Science and Technology);
Chin-Shiuh Shieh (National Kaohsiung University of Science and Technology);
Kun-Mu Tu (EverGuard Technology Co. Ltd.)
Session-B6:
Data mining & Knowledge Discovery
Session Chair: Prof. Ching-Mu Chen, Prof. Yung-Fa Huang
Time: Nov. 20, 10:50-12:20
Room: Amour B (2F)
B6-1. 無人船先導研究：海上船舶避碰行為學習與軌跡預測
Po-Ruey Lei (ROC Naval Academy)*;
Pei-Rong Yu (National Chiao Tung University);
Wen-Chih Peng (National Chiao Tung University)
B6-2. KNIME數據整合分析平台於資料探勘之應用
士程 洪 (朝陽科技大學)*;
琦勝 李 (朝陽科技大學資訊工程系)
B6-3. 整合深度學習預測模型於股票投資策略
Fu-Chen Lu (Chung Yuan Christian University);
Yi-Hung Wu (Chung Yuan Christian University)*
B6-4. 一個從封閉頻繁序列還原頻繁序列的高效能方法
Cheng-Wei Wu (National Ilan University)*;
Yen-Fu Lin (National Ilan University);
Yun-Wei Lin (National Ilan University);
Ji-Hong Cheng (National Ilan University)
B6-5. 一個從封閉高效益項目集還原高效益項目集的高效能方法
Cheng-Wei Wu (National Ilan University)*;
Yun-Wei Lin (National Ilan University);
SHENG WEI CIOU (National Ilan University);
Yen Fu Lin (National Ilan University);
Ji-Hong Cheng (National Ilan University)
B6-6. 應用強化式學習探勘活動來源網頁
Yu-Ching Liao (National Central University);
Chia-Hui Chang (National Central University)*
Session-D1: Intelligence system
Session Chair: Prof. Tzu-Hsien Yang, Prof. Jiun-Jian Liaw
Time: Nov. 18, 15:30-17:00
Room: Enjoy (2F)
D1-1. On Wang kWTA with Recurrent State Decay
John Sum (National Chung Hsing University)*;
Chi Sing Leung (City University of Hong Kong);
Janet Chang (National Chung Hsing University)
D1-2. 基於自動分頁預測之大規模資料應用程式介面建置 - 以活動擷取為例
Cheng Ju Wu (National Central University);
Chia-Hui Chang (National Central University)*
D1-3. 應用多任務序列標記模型於零樣本跨語言網頁模板移除之研究
Yu-Hao Wu (National Central University);
Chia-Hui Chang (National Central University)*
D1-4. 基於電腦視覺之大白鼠行為辨識
Chien-Cheng Lee (Yuan Ze University)*;
Wei-Wei Gao (Yuan Ze University);
Ping-Wing Lui (Taichung Veterans General Hospital)
D1-5. 農作蜜棗損傷原因之高效能分類
Chung-Yu Wang (National University of Kaohsiung);
Kai-Chi Tu (National University of Kaohsiung);
Ya-Chiao Yang (National University of Kaohsiung);
Hsiu-Chun Tsai (National University of Kaohsiung);
Tzu-Hsien Yang (National University of Kaohsiung, Taiwan)*
D1-6. 不確定的環境中無人機的階層式協力運動規劃
Yi-Chuan Tsai (National Chengchi University)*;
Tsai-Yen Li (National Chengchi University)
Session-D3:
Special Session for High School Students
Session Chair: Prof. Jen-Wei Huang
Time: Nov. 20, 10:50-12:20
Room: Enjoy (2F)
D3-1. AI-FML Tool for High School Student Learning and Practical Application
Sheng-You Huang (Kaohsiung Senior High School);
Rin-Pin Chang (National University of Tainan);
Mei-Hui Wang (National University of Tainan);
Sheng-Hui Huang (National University of Tainan);
Chang-Shing Lee (National University of Tainan);
Sheng-Cheng Huang (DongGuang Primary School );
Wei-Chih Chen (DongGuang Primary School )
D3-2. A study of CBT-based consulting system: App for people with stress or depression
Chi-Lin Liu (Taoyuan Municipal Nei Li Senior High School);
Ti-En Hsieh (Taoyuan Municipal Nei Li Senior High School);
Ching-Yi Liao (Taoyuan Municipal Nei Li Senior High School)
D3-3. How AIoT Joins Hand in Hand with the Persimmon Sun-Dried Machine Re-Invents Community Imagination and Tourism
Yen-Wei Huang (Taoyuan Municipal Nei-Li Senior High School);
Chung-Jui Tang (Taoyuan Municipal Nei-Li Senior High School);
Ching-Yi Liao (Taoyuan Municipal Nei-Li Senior High School)
D3-4. EFUNet: Enhanced Feature-based Image Colorization with Generative Adversarial Networks
Ting-Wei Chuang (National Tainan First Senior High School ;
Kai-Hsiang Chen (Graduate Program for Multimedia Systems and Intelligent Computing, National Cheng Kung University and Academia Sinica);
Zhong-Yun Zheng (National Tainan First Senior High School);
Yung-Chin Yen (National Tainan First Senior High School);
Tun-Hsien Chien (National Tainan First Senior High School);
Jen-Wei Huang (Department of Electrical Engineering, National Cheng Kung University)
