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ORCIDTAAI 2018: Taichung, Taiwan
- Conference on Technologies and Applications of Artificial Intelligence, TAAI 2018, Taichung, Taiwan, November 30 - December 2, 2018. IEEE Computer Society 2018, ISBN 978-1-7281-1229-9
Session 1.1 Artificial Intelligence in Medicine
- Hsiao-Ko Chang, Cheng-Tse Wu, Ji-Han Liu, Jyh-Shing Roger Jang:
Using Machine Learning Algorithms in Medication for Cardiac Arrest Early Warning System Construction and Forecasting. 1-4 - Chen-Kai Wang, Hong-Jie Dai, Feng-Duo Wang, Emily Chia-Yu Su:
Adverse Drug Reaction Post Classification with Imbalanced Classification Techniques. 5-9 - Cheng-Tse Wu, Hsiao-Ko Chang, Ji-Han Liu, Jyh-Shing Roger Jang:
Adaptive Generation of Structured Medical Report Using NER Regarding Deep Learning. 10-13 - Wen-Hsien Chang, Hsueh-Ting Chu, Hen-Hong Chang:
Tongue Fissure Visualization with Deep Learning. 14-17
Session 1.2 Deep Learning Algorithms
- Hanhua Zhu, Tomoyuki Kaneko:
Comparison of Loss Functions for Training of Deep Neural Networks in Shogi. 18-23 - Li-Pang Huang, Ming-Hong Hong, Cyuan-Heng Luo, Sachit Mahajan
, Ling-Jyh Chen:
A Vector Mosquitoes Classification System Based on Edge Computing and Deep Learning. 24-27 - Tianhe Wang, Tomoyuki Kaneko:
Application of Deep Reinforcement Learning in Werewolf Game Agents. 28-33 - Hyunwoo Oh, Tomoyuki Kaneko:
Deep Recurrent Q-Network with Truncated History. 34-39 - Hsien-Chun Chiu, Hsuan-Tien Lin:
Multi-Label Classification with Feature-Aware Cost-Sensitive Label Embedding. 40-45
Session 2.1 Human-Intelligent Systems
- Shunsuke Akama, Akihiro Matsufuji, Eri Sato-Shimokawara, Shoji Yamamoto, Toru Yamaguchi:
Successive Human Tracking and Posture Estimation with Multiple Omnidirectional Cameras. 46-49 - Satoshi Yamada, Daisuke Kitakoshi, Akihiro Yamashita, Kentarou Suzuki, Masato Suzuki:
Development of an Intelligent Dialogue Agent with Smart Devices for Older Adults: A Preliminary Study. 50-53 - Akihiro Matsufuji, Wei-Fen Hsieh, Hao-Ming Hung, Eri Shimokawara, Toru Yamaguchi, Lieu-Hen Chen:
A Method of Action Recognition in Ego-Centric Videos by Using Object-Hand Relations. 54-59 - Kei Matsubayashi, Akihiro Yamashita, Hidetoshi Nonaka, Yohko Konno:
A Research on Document Summarization and Presentation System Based on Feature Word Extraction from Stored Informations. 60-63 - Kai-Qi Huang, Min-Te Sun:
Machine Learning Based Path Prediction System - Adapting One Model for All Intersections. 64-69
Session 2.2 Artificial Intelligence Initiatives
- Lijuan Liu, Rung-Ching Chen, Shunzhi Zhu:
Passenger Flow Prediction Using Weather Data for Metro Systems. 70-73 - Tsaipei Wang, Kai-Chen Shu, Chia-Hao Chang, Yi-Fu Chen:
On the Effect of Data Imbalance for Multi-Label Pedestrian Attribute Recognition. 74-77 - Cyuan-Heng Luo, Hsuan Yang, Li-Pang Huang, Sachit Mahajan, Ling-Jyh Chen:
A Fast PM2.5 Forecast Approach Based on Time-Series Data Analysis, Regression and Regularization. 78-81 - Jia-Ping Lin, Min-Te Sun:
A YOLO-Based Traffic Counting System. 82-85 - Fang-Yi Chang, Chun Chen, Shou-De Lin:
An Empirical Study of Ladder Network and Multitask Learning on Energy Disaggregation in Taiwan. 86-89
Session 2.3 Artificial Intelligence Applications
- Tosh Yamamoto, Anthony Liao, Wen-Chi Vivian Wu, Meilun Shih, Ju-Ling Shih, Hui-Chun Chu:
A Proposal for the Global and Collaborative PBL Learning Environment Where All Global Members on Different Campuses Are "On the Same Page" throughout the Process of Learning in the Project. 90-95 - Yuuto Kosaka, Takeshi Ito:
Examination of Indicators for Estimating Players' Strength by Using Computer Go. 96-101 - Shotaro Furuta, Tsuyoshi Nakamura, Yuji Iwahori, Shinji Fukui, Masayoshi Kanoh, Koji Yamada:
Consideration of Life Rhythm for Hearing-Dog Robots Searching for User. 102-105 - Wen-Yang Lin, Kuang-Yung Hsu, Zih-Xun Shen:
Privacy-Preserving SRS Data Anonymization by Incorporating Missing Values. 106-109 - Fuyume Sai:
Study on Green Logistics Initiatives through Text Mining. 110-115
Session 2.4 Artificial Intelligence for Games
- Chu-Hsuan Hsueh, I-Chen Wu, Jr-Chang Chen, Tsan-sheng Hsu:
AlphaZero for a Non-Deterministic Game. 116-121 - Shogo Takeuchi:
Weighted Majority Voting with a Heterogeneous System in the Game of Shogi. 122-125 - Taichi Nakayashiki, Tomoyuki Kaneko:
Learning of Evaluation Functions via Self-Play Enhanced by Checkmate Search. 126-131 - Yusaku Mandai, Tomoyuki Kaneko:
Alternative Multitask Training for Evaluation Functions in Game of Go. 132-135 - Kiminori Matsuzaki, Madoka Teramura:
Interpreting Neural-Network Players for Game 2048. 136-141 - Kiminori Matsuzaki:
Empirical Analysis of PUCT Algorithm with Evaluation Functions of Different Quality. 142-147
Session 2.5 TAEA: Theory and Applications of Evolutionary Algorithms
- Jerry Chun-Wei Lin, Yuyu Zhang, Chun-Hao Chen, Jimmy Ming-Tai Wu, Chien-Ming Chen, Tzung-Pei Hong:
A Multiple Objective PSO-Based Approach for Data Sanitization. 148-151 - Ze-Xue Wu, Ko-Wei Huang, Abba Suganda Girsang:
A Whole Crow Search Algorithm for Solving Data Clustering. 152-155 - Takuya Masukane, Kazunori Mizuno, Hiroto Shinohara:
Ant Colony Optimization with Negative Feedback for Solving Constraint Satisfaction Problems. 156-159 - Jan Mikhail Gaid, Robert Michael Lim, Christian Maderazo:
Development of a Cebuano Parse Tree for a Grammar Correction Tool Using Deep Parsing. 160-163
Session 3.1 Recommender Systems with Machine Learning and AI
- Yang Liu, Guijuan Zhang, Xiaoning Jin, Yaozong Jia:
Rating Matrix Pre-Padding for Video Recommendation. 164-167 - Mei-Chiao Lai, Wu-Der Tsay, Zhen Wang:
Using AHP to Choose the Best Logistics Distribution Model. 168-171 - Hye-jin Shim, Jee-weon Jung, Hee-Soo Heo, Sung-Hyun Yoon, Ha-Jin Yu:
Replay Spoofing Detection System for Automatic Speaker Verification Using Multi-Task Learning of Noise Classes. 172-176 - Ja-Hwung Su, Tzung-Pei Hong, Jyun-Yu Li, Jung-Jui Su:
Personalized Content-Based Music Retrieval by User-Filtering and Query-Refinement. 177-180 - Yu-Yan Peng, Jane Yung-jen Hsu:
Named Entity Filters for Robust Machine Reading Comprehension. 181-184
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