Domestic Program

TAAI-B1: Computer Vision

Session Chair: Prof. I-Cheng Yeh, Yuan Ze University
Time: Dec. 3, 10:30-12:00
Place: R201

B1-1. 智慧美顏系統之研究
Author: 張簡鵬臣 (I-Shou University); 周培廉 (聰泰科技公司); Chou-Chen Wang (I-Shou University)*; 劉維哲 (I-Shou University)

B1-2. 基於深度網路影像辨識之兒童手部衛生養成與激勵系統
Author: Kuan Chen (National Taiwan University of Science and Technology); BING-HE LI (National Taiwan University of Science and Technology); Ching-Hu Lu (NTUST)*

B1-3. 用於步態辨識之具骨架資訊的步態能量圖
Author: ZeZhou Liang (Yuan Ze University); Shih-Hung Tang (Yuan Ze University); I-Cheng Yeh (Yuan Ze University)*

B1-4. 應用 Auto-encoder 技術於無監督漢字圖像修復
Author: Posen Chiu (NCCU)*; 劉昭麟 (國立政治大學)

B1-5. 結合CNN和LSTM在連續人臉情緒影像辨識上的應用
Author: Shing-Tai Pan (National University of Kaohsiung)*; 陳志清 (National University of Kaohsiung)

B1-6. Automatic Recognition of Broiler Flock Distribution with Object Detection and Clustering Technology
Author: Wen-Chieh Fang (National Chiayi University)*; Li-Yi Mao (National Chiayi University); Kun-Hsing Chiang (National Chiayi University)

TAAI-B2: Information Retrieval & Extraction

Session Chair: Prof. Hung-Hsun Chen, National Central University
Time: Dec. 3, 14:40-16:00
Place: R201

B2-1. 常見問題檢索使用改進的上下文語言模型之方法
Author: Wen-Ting Tseng ( National Taiwan Normal University)*; Yung-Chang Hsu (EZ-AI); Berlin Chen (National Taiwan Normal University)

B2-2. 跨語系之學術搜尋引擎的開發及挑戰
Author: CHU-YUN LI (National Central University)*; 林冠佑 (National Central University); Hung-Hsuan Chen (National Central University); Chia-Hui Chang (National Central University)

B2-3. 長短期興趣漂移在推薦系統中之研究
Author: ZONG-EN WU (National Chung Cheng University); 劉立頌 (國立中正大學); YI-JIE CIOU (National Chung Cheng University)*

B2-4. 基於邊緣運算的物聯網應用於蟲聲辨別
Author: 蕭凱文 (台北教育大學資訊科學系); 吳孟璇 (台北教育大學資訊科學系); 蕭瑛東 (台北教育大學資訊科學系); Yi-Te Chiang (Lee-Ming Institute of Technology)*

B2-5. 深度學習應用於偵測建築工人之不安全行為
Author: Chia-Chun Liu (National Chung Hsing University); Jia-Ching Ying (National Chung Hsing University)*

TAAI-B3: Data Mining & Knowledge Discovery

Session Chair: Prof. Man-Kwan Shan, National Chengchi University
Time: Dec. 3, 16:20-17:40
Place: R201

B3-1. 基於AIS船舶軌跡進行移動環境對航行姿態影響之探勘
Author: Po-Ruey Lei (ROC Naval Academy)*; Yu-Lun Huang (ROC Naval Academy); Cih-Ting Lai (ROC Naval Academy); Pei-Rong Yu (National Chiao Tung University)

B3-2. Using Balanced Adaptive Focal Loss for Imbalanced Datasets
Author: Tzung-Pei Hong (National University of Kaohsiung)*; Bo-Wen Xiao (National Sun Yat-sen University); Shu-Min Li (National Sun Yat-sen University); Tao-Hsing Chang (National Kaohsiung University of Science and Technology, Taiwan)

B3-3. 以機器學習模型為基礎之YouTube影片分享網站熱門榜單影片觀看量預測
Author: 盧伯霖 (東吳大學); 楊騏瑋 (東吳大學); 謝馨頤 (東吳大學); 劉謦瑄 (東吳大學); Fu-Ming Huang (Soochow University)*

B3-4. GMM-based Sampling for Imbalanced Data Processing
Author: Chuan-Wei Ting (ITRI)*

B3-5. Learning for Radial Basis Function Neural Networks with Levenberg-Marquardt Algorithm
Author: Yu-Sheng Lee (National Sun Yat-sen University); Shie-Jue Lee (National Sun Yat-sen University)*

TAAI-B4: Domestic Track Best Paper Award Session

Session Chair: Prof. Daw-Tung Lin, National Taipei University
Time: Dec. 4, 10:20-11:50
Place: R201

B4-1. DeFake: Debunking Fake Social Messages with BERT Embeddings
Author: Ai-Ni Li (National Cheng Kung University); Yi-Ju Lu (National Cheng Kung University); Cheng-Te Li (National Cheng Kung University)*

B4-2. 應用網路聲量及情緒分析於熱門歌曲點播量預測
Author: Chen-Yu Chen (National Central University); Chia-Hui Chang (National Central University)*; Yuh-Ming Chiu (KKBOX Technologies Limited)

B4-3. Supporting Evidence Retrieval with Cross-sentence Coupling
Author: Jerry Lin (Halıcıoğlu Data Science Institute)*; Meng-Tse Wu (Academia Sinica); Keh-Yih Su (Academia Sinica)

B4-4. 採遞迴式多場景序列感知之物聯網影像強化
Author: Shih-Teng Chiu (National Taiwan University of Science and Technology); Ju-Wei Chiue (National Taiwan University of Science and Technology); Ching-Hu Lu (National Taiwan University of Science and Technology)*

B4-5. Multi-focus Image Fusion Using Encoder-Decoder Learning Network with Refinement
Author: Hsin-Chung Yin (National Cheng Kung University); Hsiu-Chi Chang (National Cheng Kung University); Ju-Chin Chen (National Kaohsiung University of Science and Technology, Taiwan); Shu-Mei Guo (National Cheng Kung University); Jenn-Jier James Lien (National Cheng Kung University)*

B4-6. 聲音辨識應用於城市聲景觀測:以交通噪音為例
Author: Dong-Yi Wu (Academia Sinica)*; CHEN-I HUANG (Pennsylvania State University); Ling-Jyh Chen (Academia Sinica)

TAAI-B5: Machine Learning & Genetic Algorithms

Session Chair: Prof. Alan Liu, National Chung Cheng University
Time: Dec. 4, 13:30-14:50
Place: R201

B5-1. 微型無人機基於視覺自動區域偵察與物件偵測定位
Author: De-Wei li (National Chengchi University)*

B5-2. 腸病毒預報:應用機器學習預測腸病毒疫情
Author: 蔡均宜 (中央大學資訊工程學系)*; 史家瑩 (中央大學資訊工程學系); Hung-Hsuan Chen (National Central University)

B5-3. 基於深度學習智能化足壓分析之研究
Author: HungJen Wang (TSU)*; 郭淑靜 (TSU); 周佳志 (NCKU); 高志鵬 (NCKU); 李昇暾 (NCKU工業與資訊管理學系暨 Fintech商創中心)

B5-4. 多功能加工製造中心機台配置最佳化
Author: 洪士程 (朝陽科技大學)*; 丁韋譯 (朝陽科技大學)

B5-5. 鯨魚優化演算法之改進及應用
Author: 洪士程 (朝陽科技大學)*; 洪睿豐 (朝陽科技大學)

TAAI-B6: FinTech & Games

Session Chair: Prof. Chang-Shing Lee, National Tainan University
Time: Dec. 4, 15:10-16:30
Place: R201

B6-1. 情緒及技術指標於股票漲跌幅排名預測及動態投資組合最佳化之研究
Author: 林政憲 (國立中央大學)*; Chia-Hui Chang (National Central University)

B6-2. FinRec: Financial Item Recommendation with Pre-Training Tree-based Models
Author: Shao-Ping Hsiao (National Cheng Kung University); Chang-Ming Tsai (National Cheng Kung University); Kai-Hsiang Fan (National Cheng Kung University); Shang-Min Chou (Bank SinoPac); Yu-Min Wu (Bank SinoPac); Cheng-Te Li (National Cheng Kung University)*

B6-3. 利用他家資訊模組來改良麻將程式
Author: 林猷琛 (National Taiwan Normal University); Shun-Shii Lin (National Taiwan Normal University)*

B6-4. 蜜月橋牌程式開發及殘局庫的建立
Author: Cheng-En Yang (NTNU); Yen-Chi Chen (National Taiwan Normal University); Shun-Shii Lin (National Taiwan Normal University)*

B6-5. 利用迫著空間改進AlphaZero的訓練效率
Author: Chih-Hung Chen (National Taiwan Normal University)*; 陳品源 (National Taiwan Normal University); 劉浩萱 (National Taiwan Normal University); Shun-Shii Lin (National Taiwan Normal University)

TAAI-B7: Natural Language Processing

Session Chair: Prof. Jenq-Haur Wang, National Taipei University of Technology
Time: Dec. 5, 10:20-11:50
Place: R201

B7-1. 面向層級情感分析於美食評論之研究
Author: Hsiu Min Chuang (National Defense University)*; 許庭瑜 (國防大學理工學院)

B7-2. 社群網站貼文中的颱風災情相關具名實體辨識
Author: Yi-Yuan Lin (Tzu Chi University)*; Wen-Cheng Lin (Tzu Chi University)

B7-3. 透過起訴書輔助法院判決-以竊盜罪為例
Author: Yu-Yuan Lee (National Chengchi University)*; 劉昭麟 (國立政治大學)

B7-4. 應用 BERT 結合上下文特徵於中文裁判書之要旨抽取
Author: Ti-Yong Zheng (國立政治大學)*; 劉昭麟 (國立政治大學)

B7-5. Answering Chinese Elementary School Social Study Multiple Choice Questions
Author: Chao-Chun Liang (Academia Sinica)*; Daniel Lee (Dept. of Computer Science Engineering University of Michigan); Keh-Yih Su (Academia Sinica)

B7-6. 基於圖像理解與色彩意象由畫作生成詩文之系統
Author: Anting Hsieh (Yuan Ze University); Mei Ren Ke (Yuan Ze University); I-Cheng Yeh (Yuan Ze University)*

TAAI PhD/Master Thesis Award session

Session Chair: Prof. Wen-Chih Peng, National Chiao-Tung University
Time: Dec. 4, 15:10-16:30
Place: R103
博士論文獎

電腦圍棋之強化式深度學習研究
吳廸融 (國立交通大學資訊工程與科學研究所) / 指導教授:吳毅成教授

博士論文佳作

任務導向的語音增強之損失函數研究
傅思維 (國立臺灣大學資訊工程研究所) / 指導教授:林守德教授、曹昱教授

碩士論文獎

1. 互補標籤學習之代理損失架構研究
周侑廷 (國立臺灣大學資訊工程研究所) / 指導教授:林軒田教授

2. 經由圖神經網路增強序列學習及其應用於時間序列與社群媒體預測
呂易儒 (國立成功大學統計學研究所) / 指導教授:李政德教授

碩士論文佳作獎

1. 基於少量樣本學習之視覺追蹤應用
蕭進豪 (國立交通大學電機工程研究所) / 指導教授:帥宏翰教授

2. 對偶轉換器:整合式雙向序列對序列深度模型
張惟翔 (國立交通大學電機工程研究所) / 指導教授:簡仁宗教授