Smart energy
Time: Thursday, December 3, 2020, 10:30 - 12:00
Place: R202
Hourly Temperature Forecasting based on Euclidean Distance Algorithm with Solar Terms
Yang, Nien-Che*, Yu, Chun-Hsu, Hsieh, Ting-Yen and Chen, Hsing-Chih
10:30-10:45
Improvement of Short-Term Load Forecasting by Bag-of-Words Representation
Lian, Kuo-Lung*
10:45-11:00
Predicting Internal Energy Consumption of a Wind Turbine Using Semi-Supervised Deep Learning
Hsu, Shih-Sheng and Lin, Chun-Cheng*
11:00-11:15
Comparisons of Energy Loss Reduction by Phase Balancing in Unbalance Distribution Networks via Metaheuristic Algorithms
HUANG, WEI-TZER*; Lin, Wei-Chen;Chih, Hsin-Ching ; Yao, Kai-Chao ; Li, Zong-Tai and Ma, Chun-Chiang
11:15-11:30
Partial Discharge Pattern Recognition for Underground Cable Joints Using Convolutional Neural Network
CHANG, CHIEN KUO*;WU, RUAY NAN;LAI, CHUNG CHING; CHANG, HSUAN HAO; and KUMAR BOYANAPALLI, BHA
11:30-11:45 (Online presentation)
Smart agriculture
Time: Thursday, December 3, 2020, 10:30 - 12:00
Place: R203
Local Precipitation Forecast with LSTM for Greenhouse Environmental Control
Hsieh, Hsing-Chuan*; Chiu, Yi-Wei; Lin, Yong-Xiang; Yao, Ming-Hwi and Lee, Yuh-Jye
10:30-10:45
Application of CNN to Plant Diseases Identification with Unbalanced Data
Yang, Ming Der; Sung and Yu; Lee, Cheng-Ju*
10:45-11:00
Smart paddy monitoring using unmanned aerial vehicle
Yang, Chin Ying; Yang, Ming Der; Tseng, Wei Cheng* and Lin, Wei Lun
11:00-11:15
Ridge-furrow Detection in Glycine Max Farm Using Deep Learning
Lin, Shiow-Jyu*; Chen, Qi Wun and Chen, Jian-Jun
11:15-11:30
Automatic Farmland Status Acquisition Using Street Level Image With Position And Azimuth Data
Lo, Hong-Ping* and Wang, Chi-Kuei
11:30-11:45 (Online presentation)
AI for communications and networks
Time: Thursday, December 3, 2020, 10:30 - 12:00
Place: R204
Multi-UAV Based on Particle Swarm Algorithm and Rapidly Exploring Random Tree to Locate Air Pollution Source
Liu, Wei-Cheng*and Chen, Yu-Xiang
10:30-10:45
Many-to-One Topology Construction by Using Deep learning for Wireless Energy Harvesting Sensor Networks
Hsu, Rong Fang and Lee, Chao-Yang*
10:45-11:00
Improving UAV Personalized Tracking Services by Fusing Visual and Radio Data
Adege, Abebe Belay*; Li, Yun-Ruei; Shuai, Hong-Han; Lin, Hsi-piao and Wang, Li-Chun
11:00-11:15
Resource Allocation for Multi-UAV Assisted IoT Networks: A Deep Reinforcement Learning Approach
YAYEH, YIRGA*; Juang, Rong-Terng ; Lin, Hsin-Piao and tarekegn, Getaneh berie
11:15-11:30 (Online presentation)
Reduce Fingerprint Construction for Positioning IoT Devices Based on Generative Adversarial Nets
Tarekegn, Getaneh Berie*; Juang, Rong-Terng; Lin, Hsi-piao; YAYEH, YIRGA and Adege, Abebe Belay
11:30-11:45 (Online presentation)
Smart manufacturing & Smart energy
Time: Thursday, December 3, 2020, 14:40 - 16:00
Place: R202
Development of Virtual Milling System Using Data Fusion and Transfer Learning
Lee, Ching-Hung*
14:40-14:55
A Research on the intelligent Energy Saving 4th Generation Solar Water Heating Tank
Lee, chun-te*
14:55-15:10
On-line axial thermal compensation and linear guideway monitoring using laser mouse sensor
Cheng, WenNan; Cheng, ChihChun*; Tsai, ChihMing and Chen, WenRen
15:10-15:25
Prototype of Practical Portable Floating Pico Hydropower in Ngadirono River
adhitya, ryan yudha*; sarena, sryang tera; purnawan, angga ade; Syai'in, Mat; Lian, KuoLung and iqmalia, bella naziel
15:25-15:40 (Online presentation)
Using Deep Attention Networks to Extract Defects in Crisscross Background
Hsu, Chen-Tao*; Lee, Yi-Shan and Chuang, Jen-Hui
15:40-15:55 (Online presentation)
Intelligent HCI/AI and humanities, philosophy, law, and social impact
Time: Thursday, December 3, 2020, 14:40 - 16:00
Place: R203
RNN-based Dialogue Navigation System for Visually Impaired
Chen, Ching-Han and Shiu, Mingfang*
14:40-14:55
Outdoor walking guide for the visually-impaired people based on semantic segmentation and depth map
I-Hsuan, Hsieh; Hsiao-Chu, Cheng; Hao-Hsiang, Ke; Hsiang-Chieh, Chen and Wen-June, Wang*
14:55-15:10
A New Approach for Natural Language Understanding
LU, CHINGCHING*; Hsu, Wen-Lian; Riemenschneider, Sven and Chen, Chun-Hung
15:10-15:25
Bidirectional Perspective with Topic Information for Stance Detection
Lin, Sheng-Xuan and Kao, Hung-Yu*
15:25-15:40
Predicting Judicial Decisions on Post-Divorce Child Custody by Natural Language Processing
Lee, Ya-Lun; Lin, Yun-Hsien; Ruan, Yi-Ning; Liu, Hong-Hsiang; Lin, Yun-Diao and Wang, Daw-Wei*
15:40-15:55
AI for cybersecurity, deep fake, and comm. networks
Time: Thursday, December 3, 2020, 14:40 - 16:00
Place: R204
A Chaotic Attack Offering with Improving Mechanism in Economic Denial of Sustainability
WANG, SHIUH-JENG*
14:40-14:55
Signals or Images? Both! Crowd Density Estimation via Fusing Radio Signals and Aerial Images
Yang, Kai-Wei; Huang, Yen-Yun; Huang, Jen-Wei; Hsu, Ya-Rou; Wan, Chang-Lin; Shuai, Hong-Han*; Wang, Li-Chun and Cheng, Wen-Huang
14:55-15:10
Auto Curation on FaceNet Embeddings with Gamma and Gaussian Distribution to Predict ModelPerformance in Actual Industrial Deployment
Hsu, Mu Chien*and SHYUR, JUI CHUN
15:10-15:25
A GA-based Data Sanitization Approach for the Items with Multiple Specific Thresholds
Wu, Min-Thai; SRIVASTAVA, GAUTAM; Pirouz, Matin and Lin, Jerry Chun-Wei*
15:25-15:40 (Online presentation)
A New Network Intrusion Detection based on Semisupervised Dimensionality Reduction and TriLightGBM
Zhang, Hao and Li, Jieling
15:40-15:55 (Online presentation)
AI for health care, robotics, and autonomous driving
Time: Thursday, December 3, 2020, 16:20 - 17:40
Place: R202
Framework and Conceptual Design of Rule Base for Building SWI-Prolog-Based Expert Systems to Diagnose and Treat Anxiety
Hsu, Chun-Chen and Lin, Che-Chern*
16:20-16:35
Virtual Chinese Calligraphy-Writing Robot with Memory System
Hsu, Min-Jie; Chien, Yi-Hsing*; Wang, Wei-Yen and Hsu, Chen-Chien
16:35-16:50
Object Pose Estimation Incorporating Projection Loss and DiscriminativeRefinement
You, Jiun-Kai*; Hsu, Chen-Chien and Wang, Wei-Yen
16:50-17:05
Intelligent Control with Fractional-Order Sliding-Mode Observer for PositionsSynchronization of Dual Linear Motors
Chen, Syuan-Yi*; Wei, Yu-Chun and Chiang, Hsin-Han
17:05-17:20
Transferring a facial depression model to estimate mood in a natural web browsingtask
Giri, Basanta Raj* and Morita, Junya
17:20-17:35 (Online presentation)
Smart city and ITS
Time: Thursday, December 3, 2020, 16:20 - 17:40
Place: R203
A Light Weight Multi-Head SSD Model for ADAS Applications
Lee, Tsung-Han*; Guo, Jiun-In; Lai, Chun-Yu; Wu, Bo-Xun and Malligere Shivanna, Vinay
16:20-16:35
360 Degree Fish Eye Optical Construction for Equirectangular Projection of Panoramic Images
Lin , Bo-Hong; Cheng, Hou-Zhen; Li, YuTing* and Guo, Jiun-In
16:35-16:50
Dataset Augmentation Using 3D Modeling for Underwater Real-time Object Recognition
Wang, Chua-Chin*; Huang, Chia-Yi and Wang, Ray-Yu
16:50-17:05
A Neural Network-based Multisensor Data Fusion Approach for Enabling Situational Awareness of Vehicles
Christian, Albert Budi ; Lin, Chih-Yu*; Lee, Cheng-Wei; Van, Lan-Da and Tseng, Yu-Chee
17:05-17:20 (Online presentation)
Ensembling-mRBF-LSTM Framework for Prediction of Abnormal Traffic Flows
Chen, Yi-Chung; 劉, 邵宸; Chen, Bo-Xiang; Loh, Chee-Hoe and Ying, Jia-Ching*
17:20-17:35 (Online presentation)
AI for edge computing
Time: Thursday, December 3, 2020, 16:20 - 17:40
Place: R204
Dynamicity-based Crop-Drop: A Context-based 2D Pose Refreshing Algorithm
Yerule, Sanket N*; Wu, Yu-Fu; Kao, Chih-Chung and Tseng, Yu-Chee
16:20-16:35
Optimization of Deep Learning Inference on Edge Devices
Kristiani, Endah; Nguyen, Kieu Lan Phuong and Yang, Chao-Tung*
16:35-16:50
Implementation of Fire and Smoke Detection using DeepStream and Edge Computing Approach
Yang, Chao-Tung*
16:50-17:05
Autoclave Molding Artificial Intelligence (AI) Method and Apparatus System of Composite Materials for Aerospace Applications
Chen, Hong-Ming; Yang, Chao-Tung*; Zhang, Jia-Hao; Chun, Chen Yi and King, Jen-Kai
17:05-17:20
The Risk Classification of Ergonomic Musculoskeletal Disorders in Work-related Repetitive Manual Handling Operations with Deep Learning Approaches
Chan, Yu-Wei; Huang, Tzu-Hsuan; Tsan, Yu-Tse*; Chan, Wei-Chen; Chang, Chih-Hung and Tsai, Yin-Te
17:20-17:35 (Online presentation)
AI for precision sports (1)
Time: Friday, December 4, 2020, 10:20 - 11:50
Place: R203
Trajectory-based Badminton Shots Detection
Ju, Nyan Ping; Yu, Dung Ru*; İk, Tsì-Uí andPeng, Wen-Chih
10:20-10:35
Evaluate the physiological demands of basketball players through IMU and LPS
Fang, Chi-Yao; Chen, Wei-Han and Shiang, Tzyy-Yuang*
10:35-10:50
Better acceleration intensity indicator and placement for monitoring different sports
Chen, Wei-Han; Chiang, Chun-Wei and Shiang, Tzyy-Yuang*
10:50-11:05
Wind Tunnel Data Analysis and Drag Reduction Study of Cyclists
Chen, Jia-Jun*; Miau, Jiun-Jih; Chen, Yng-Ru; Yuan, Wei-Chien; Jan, Shau-Shiun; Chen, Chia-Hsing; Ku, Te-Hsing; Hsu, Xiao-Yong; Ciou, Yu-Sian; Chen, Yun and Chen, Yi-Jane
11:05-11:20 (Online presentation)
Stress level classifier: Taiwanese college table tennis athletes' Electroencephalography analysis based on decision trees
Tsai, Meng-Hsiun*; Cheng, Ping-Sung; Hsueh, Chung-Hao and Wu, Sheng-Kuang
11:20-11:35 (Online presentation)
Fintech and business intelligence (1)
Time: Friday, December 4, 2020, 10:20 - 11:50
Place: R204
IMPROVING PAIR TRADING PERFORMANCES WITH STRUCTURAL CHANGE DETECTIONS AND REVISED TRADING STRATEGIES
Chang, Hao-Han; Dai, Tian Shyr*; Wang, Kuan-Lun; Chu, Chao-Hsien and Wang, Jun-Zhe
10:20-10:35
Itinerary Recommendation with Must-See Pointsof Interest
Lu, Yi-Shu and Huang, Jiun-Long*
10:35-10:50
NFinBERT: A Number-aware Language Model for Financial Disclosures
Lin, Hao-Lun; Wu, Jr-Shian and Huang, Yu-Shiang*
10:50-11:05
Enhancing Stock Trend Prediction Models by Mining Relational Graphs of Stock Prices
Li, Hung-Yang; Tseng, Vincent* and Yu, Philip S
11:05-11:20 (Online presentation)
Managing Credit Card Fraud Risk by Autoencoders
Chang, chien-hung*
11:20-11:35 (Online presentation)
AI for precision sports (2)
Time: Friday, December 4, 2020, 13:30 - 14:50
Place: R203
A Machine Learning-Based Countermovement Performance Measurement Method Using a Wearable IMU
Yi-Yu, Chiang; Shih, Wen-Yueh; Chen, Wei-Han; Huang, Jiun-Long* and Shiang, TzyyYuang
13:30-13:45
TrackNetV2: Efficient Shuttlecock Tracking Network
Sun, Nien-En; Lin, Yu-Ching*; Chuang, Shao-Ping; Hsu, Tzu-Han; Yu, Dung Ru; Chung, Ho-Yi and İk, Tsì-Uí
13:45-14:00
Analysis of the Eye-hand Coordination with Reaction Time in Different Exercise Stimulates
Chen, Po-Hua and Shih, Huang-Chia*
14:00-14:15
Sensor-based Badminton Stroke Classification by Machine Learning Methods
Lin, Juyi; Chang, Chia-Wei; İk, Tsì-Uí* and Tseng, Yu-Chee
14:15-14:30
Training a Group of Badminton Serving Machines to Reproduce a Rally: Work in Progress
Wu, Yu-Fu*; Cheng, Huang-Yi; Lin, Yun-Tang; Chen, Jen-Jee; Chiang, Ting-Hui and Tseng, Yu-Chee
14:30-14:45
Fintech and business intelligence (2)
Time: Friday, December 4, 2020, 13:30 - 14:50
Place: R204
Fraud Detection in bank transaction using Long Short-Term Memory
Hsin, Yuyen; Dai, Tian Shyr*; Wang, Jun-Zhe and Huang, Jiun-Long
13:30-13:45
Intelligent Portfolio via News Sentiment Analysis
Kuang, Xian-Ji* and Lin, Shih-Kuei
13:45-14:00
Machine Learning in Empirical Asset Pricing Models
Teng, Huei Wen*; Li, Yu-Hsien and Chang, Jonathan S
14:00-14:15
Portfolio Management based on Deep Reinforcement Learning with adaptive sampling
Miao, YuHsiang; Hsiao, Yi-Ting and Huang, Szu-Hao*
14:15-14:30
Option Sell-Side Trading Strategy Based on Kelly Criterion
Wang, Yu-Chen*; Wu, Mu-En and Syu, Jia-Hao
14:30-14:45
Robotics and autonomous driving
Time: Friday, December 4, 2020, 15:10 - 16:30
Place: R203
Visual Navigation for UAVs Landing on Accessory Building Floor
Liu, Jyi-Shane*
15:10-15:25
Cost Effective Mobile Mapping System for Point Cloud Reconstruction
Hsu, Chen-Chien*; Peng, Cheng-Wei and Wang, Wei-Yen
15:25-15:40
Using Segmentation to Enhance Frame Predictionin a Multi-Scale Spatial-Temporal FeatureExtraction Network
Hsu, Mu Chien* and SHYUR, JUI CHUN
15:40-15:55
SlowFast-GCN: A Novel Skeleton-Based Action Recognition Framework
PoYung, Chou*
15:55-16:10
Robot Eye: Automatic Object Detection And Recognition Using Deep Attention Network to Assist Blind People
Yohannes, Ervin*; Lin, Chih-Yang; K.Shih, Timothy and Lin, Paul
16:10-16:25 (Online presentation)
AI for edge computing/Fintech and BI
Time: Friday, December 4, 2020, 15:10 - 16:30
Place: R204
A Monitoring System of Water Quality Tunghai Lake use LoRa
Yang, Chao-Tung*
15:10-15:25
A CNN-based Stock Price Trend Prediction with Futures Historical Data
Wu, Min-Thai; Li, Zhongcui; SRIVASTAVA, GAUTAM; Frnda, Jaroslav; García Díaz, Vicente and Lin, Jerry Chun-Wei*
15:25-15:40 (Online presentation)
