Session-A1: Best Paper Session
Session Chair: Prof. Yung-Fu Chen, Prof. Yen-Ching Chang, Prof. Chia-Feng Juang, Prof. Cheng-Hsiung Hsieh
Time: Nov. 18, 15:30-17:00
Room: Amour A (2F)
A1-1. FakeCLIP: Multimodal Fake Caption Detection with Mixed Languages for Explainable Visualization
Christian Nathaniel Purwanto (National Yang Ming Chiao Tung University)*;
Joan Santoso (Institut Sains dan Teknologi Terpadu Surabaya);
Po-Ruey Lei (ROC Naval Academy);
Hui-Kuo Yang (National Chiao Tung University);
Wen-Chih Peng (National Chiao Tung University, Taiwan)
A1-2. Trajectory-Based Dynamic Handwriting Recognition Using Fusion Neural Network
Tzu-An Huang (National Yang Ming Chiao Tung University)*;
Sai-Keung Wong (National Yang Ming Chiao Tung University);
Lan-Da Van (National Chiao Tung University)
A1-3. Dynamic Span Selection for Mandarin Articles Using Contextual Relations and Orthography
Yen-Hao Huang (National Tsing Hua University)*;
Tzu-Yun Lee (National Tsing Hua University);
Fernando H. Calderon (National Tsing Hua University);
Yi-Shin Chen (National Tsing Hua University)
A1-4. Adaptive Ant Colony Optimization with Several Pheromone Updates for Constraint Satisfaction Problems
Takaaki Toya (Takushoku University)*;
Kazunori Mizuno (Takushoku University);
Shotaro Koike (Takushoku University)
A1-5. Locally Interpretable One-Class Anomaly Detection for Credit Card Fraud Detection
Tung-Yu Wu (National Taiwan University)*;
You-Ting Wang (National Taiwan University)
Session-A2: Data Mining and Knowledge Discovery & Problem Solving and Search
Session Chair: Prof. Hsing-Chung Chen
Time: Nov. 19, 10:30-12:00
Room: Amour A (2F)
A2-1. Return-of-Interest Conscious Truth Inference for Crowdsourcing Queries
Lok-Him Leung (National Cheng Kung University);
Po-An Yang (National Cheng Kung University);
Kun-Ta Chuang (National Cheng Kung University)*
A2-2. Identifying Non-Intentional Ad Traffic on the Demand-Side in Display Advertising
Duy-An Ha (National Yang Ming Chiao Tung University);
Thi Thanh An Nguyen (National Yang Ming Chiao Tung University);
Wen-Yuan Zhu (Tenmax AD Tech Lab)*;
Shyan-Ming Yuan (National Yang Ming Chiao Tung University)
A2-3. TCN-based Future Prediction Using Financial Indices, Bargain Chips, and Forum Messages
MIn-Te Sun (National Central University)*;
Kotcharat Kitchat (National Central University);
Li-Chung Hsieh (National Central University)
A2-4. A Hybrid Deep Learning Network for Long-Term Travel Time Prediction in Freeways
Chih-chieh hung (National Chung Hsing university)*;
Ming Chu Ho (National Chung Hsing University);
YU-CING CHEN (National Chung Hsing University)
A2-5. The Paired Restrained-Domination Problem in Supergrid Graphs
Ruo-Wei Hung (Chaoyang University of Technology)*;
Ming-Jung Chiu (Chaoyang University of Technology)
Session-A3: Computer Vision / Pattern Recognition & Autonomous Agents and Distributed AI
Session Chair: Prof. Cheng-Ying Yang, Prof. Chia-Fen Hsieh
Time: Nov. 19, 13:30-15:00
Room: Amour A (2F)
A3-1.
Interpolation based reversible hiding scheme by using center folding strategy and flexibly adjusting hiding operator
Thanh Nhan Vo (Chaoyang University of Technology);
Tzu Chuen Lu (Chaoyang University of Technology)*;
omya Agrawal (Chaoyang University of Technology);
Biswapati Jana (Vidyasagar University)
A3-2. Global Structured Feature Graph Convolutional Network for Skeleton-Based Action Recognition
Chia-Fen Hsieh (Chaoyang University of Technology)*;
Po-Jen Liao (Chaoyang University of Technology)
A3-3. Secured Steganographic Scheme Utilizing Fuzzy Threshold with Weighted Matrix
SHARMISTHA JANA (Chaoyang University of Technology);
Biswapati Jana (Vidyasagar University);
Tzu-Chuen Lu (Chaoyang University of Technology)*
A3-4. New Pruning Method Based on DenseNet Network for Image Classification
Rui-Yang Ju (Tamkang University)*;
Ting-Yu Lin (National Cheng Kung University);
Jen-Shiun Chiang (Tamkang University)
A3-5. A Hybrid Evaluation of AI Chatbots in Taiwan Agriculture Services
Eric Tswen Gwo Wang (National Central University);
Abbott Po Shun Chen (Chaoyang university of technology)*;
Chai Wu Liu (Chaoyang university of technology)
Session-A4: Natural Language Processing & Fuzzy Systems and Fuzzy Neural Networks
Session Chair: Prof. Chang-Shing Lee
Time: Nov. 19, 15:30-17:00
Room: Amour A (2F)
A4-1.True or False: Does the Deep Learning Model Learn to Detect Rumors?
Shiwen Ni (National Cheng Kung University)*;
Jiawen Li (National Cheng Kung University);
Hung-Yu Kao (National Cheng Kung University)
A4-2.
HAEE: Question Classification Using Hierarchical Intra-Attention Enhancement Encoder
Jen-Wei Wang (National Cheng Kung University);
Kai-Hsiang Chen (National Cheng Kung University)*;
Jen-Wei Huang (National Cheng Kung University)
A4-3. More than Extracting “Important” Sentences: the Application of PEGASUS
Ting-Hao, Yang (National Tsing Hua University);
Ching-Ching, Lu (National Tsing Hua University)*;
Wen-Lian Hsu (Asia Universityame of organization)
A4-4. On Gradient Descent for On-Chip Learning
John Sum (National Chung Hsing University)*;
Janet C.C. Chang (National Chung Hsing University)
Session-A5: Reinforcement Learning & Web Intelligence and Social Networks
Session Chair: Prof. Tsung-Han Lee, Prof. Ying-Chieh Liu
Time: Nov. 20, 09:00-10:30
Room: Amour A (2F)
A5-1. Examining the Matthew Effect on YouTube Recommendation System
Ying Chieh Liu (Chaoyang University of Technology);
Min Qi Huang (Chaoyang University of Technology)*
A5-2. Local Coordination in Multi-Agent Reinforcement Learning
Fanchao Xu (The university of tokyo)*;
Tomoyuki Kaneko (The university of tokyo)
A5-3. Research on Teaching Effectiveness of Computational Thinking Task-Based on Service Learning
Bing-Hong Chen (Chaoyang University of Technology);
Tsui-Feng Huang (Chaoyang University of Technology)*;
Sheng-Chieh Chou (National Chengchi University)
A5-4. Housing Price Prediction by Using Generative Adversarial Networks
Chia-Fen Hsieh (Chaoyang University of Technology)*;
Tzu-Chieh Lin (Chaoyang University of Technology )
A5-5. Factors Affecting Vlog Viewers' Behavioral Intentions: An Empirical Study Based on Innovation Diffusion Theory
Hsiao-Kuang Kao (Chia Nan University of Pharmacy and Science);
Su-Nan Tsai (Chia Nan University of Pharmacy and Science);
Wan-Ling Chang (Chaoyang University of Technology);
Jui-Hsiu Chang (Chaoyang University of Technology)*
Session-A6:
Special Session S3:
Technologies and Applications for Artificial Intelligence and Internet of Things (TAAIoT)
Session Chair: Prof. Yu-Da Lin, Prof. Yu-Huei Cheng
Time: Nov. 20, 10:50-12:20
Room: Amour A (2F)
A6-1. Using digital image and curve regression model to classify air quality
Yan-Ting Lin (Chaoyang University of Technology);
Kuan-Yu Chen (Chaoyang University of Technology);
Jiun-Jian Liaw (Chaoyang University of Technology)*;
Jungpil Shin (The University of Aizu)
A6-2. Performance of C-V2X Communications for High Density Traffics Highway Scenarios
Teguh Indra Bayu (Chaoyang University of Technology);
Yung-Fa Huang (Chaoyang University of Technology)*;
Jeang-Kuo Chen (Chaoyang University of Technology)
A6-3. Analyze influence factors in customer’s insurance transaction by decision tree model
Che-Nan Kuo (CTBC Financial Management College);
Yu-Da Lin (National Penghu University of Science and Technology);
Yu-Huei Cheng (Chaoyang University of Technology)*
A6-4. A Clustering-Based Gauss Chaotic Mapping Particle Swarm Optimization for Auto Labeling in Human Activity Recognition
Bo-Yan Lin (National Penghu University of Science and Technology);
Che-Nan Kuo (CTBC Financial Management College);
Yu-Da Lin ((National Penghu University of Science and Technology))*
A6-5. An ICA Approach to Estimate the Q-matrix
Mengta Chung (Tamkang university)*
Session-C1: Machine Learning
Session Chair: Prof. John Sum, Prof. Yung-Fa Huang
Time: Nov. 18, 15:30-17:00
Room: Amour C (2F)
C1-1. FOCM: Faster Octave Convolution Using Mix-scaling
Kuan-Hsian Hsieh (National Tsing Hua University);
Erh-Chung Chen (National Tsing Hua University)*;
Che-Rung Lee (National Tsing Hua University)
C1-2. Ammonia Gas Detection Based on CNN with Heatmap and Transfer Learning
Kun-Wei Lin (Chaoyang University of Technology);
Ren-Hong Wang (Choyang University of Technology);*
I-Ping Liu (Department of Material Technology,Green Technology Research Institute CPC Corporation);
Shun-Hao Hu (Choyang University of Technology)
C1-3. MLNN: A Novel Network Intrusion Detection Based on Multilayer Neural Network
Chia-Fen Hsieh (Chaoyang University of Technology)*;
Che-Min Su (Chaoyang University of Technology)
C1-4. Data Collection Framework on Menus satisfying both Preferences and Nutritional Balance
Yoko Nishihara (Ritsumeikan University)*;
Takumi Ohata (Ritsumeikan University);
Ryosuke Yamanishi (Kansai University)
C1-5. A Machine-Learning-based Approach for Parameter Control in Bee Colony Optimization for Traveling Salesman Problem
Chong Gee Tan (School of Computer Sciences, Universiti Sains Malaysia);
Shin Siang Choong (School of Computer Sciences, Universiti Sains Malaysia);
Li-Pei Wong (School of Computer Sciences, Universiti Sains Malaysia)*
Session-C2:
Special Session S2:
Awareness Computing based on Machine Learning Technologies (ACMLT)
Session Chair: Prof. Tzung-Pei Hong, Prof. Hsien-Chou Liao
Time: Nov. 19, 10:30-12:00
Room: Amour C (2F)
C2-1. Multi-class Sentiment Analysis
Show-Jane Yen (Ming Chuan University)*;
Yue-Shi Lee (Ming Chuan University);
Chung-Ken Lee (Ming Chuan University)
C2-2. A stochastic logistic sigmoid regression using convex programming and clustering
Tran Anh Tuan (Hanoi University of Science and Technology);
Tran Ngoc Thang (Hanoi university of Science and Technology);
Vu Viet Hoang (Hanoi University of Science and Technology);
Do Manh Dung (Hanoi University of Science and Technology);
Nguyen Thi Ngoc Anh (Hanoi University of Science and Technology)*
C2-3.
A Fast Algorithm for Deriving Frequent Itemsets
Cheng-Wei Wu (National Ilan University)*;
Yun-Wei Lin (National Ilan University);
Ming-Ta Chen (National Ilan University);
Ji-Hong Cheng (National Ilan University)
C2-4. Music Genre Classification Based On Visualized Spectrogram
Yu-Huei Cheng (Chaoyang University of Technology);
Pang-Ching Chang (Chaoyang University of Technology);
Che-Nan Kuo (CTBC Financial Management College)*
Session-D2:
Special Session S1:
Intelligent Applications of Data Collection and Analysis for Context Awareness (IADACA)
Session Chair: Prof. Yue-Shi Lee, Prof. Jeang-Kuo Chen
Time: Nov. 19, 10:30-12:00
Room: Enjoy (2F)
D2-1. Combination of EEG and Brainwave Mind Lamp to detect the value of Attention, Meditation and Fatigue of a person
Rung-Ching Chen (Chaoyang University of Technology);
Ming-Jheng Liou (Chaoyang University of Technology);
Christine Dewi (Chaoyang University Of Technology)*
D2-2. Risk Management Analysis of the Sustainable Supply Chain Using a Fuzzy Hybrid Approach in India
Venkateswarlu Nalluri (Chaoyang University of Technology);
Ching-Torng Lin (Dayeh University);
Long-Sheng Chen (Chaoyang University of Technology)*
D2-3. The Transformation of RDB to NoSQL DB
Jeang-Kuo Chen (Chaoyang University of Technology)*;
Wei-Zhe Lee (Chaoyang University of Technology)
D2-4. A Unified Temporal Erasable Itemset Mining Approach
Tzung-Pei Hong (National University of Kaohsiung);
Hao Chang (National Sun Yat-Sen University);
Shu-Min Li (National Sun Yat-Sen University);
Yu-Chuan Tsai (National University of Kaohsiung)*
