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FC2023 Proceeding

Table of Contents

Fc2023paper

1

Case Study in Developing Extensible Virtual Assistant Using Genie Framework

Yi-Ting Wu, Albert Chang, Yu Hung Tsai, Po-Chuan Wang, Tinghao Chen and Jeng-Wei Lin

2

A Study on the Improvement of Navigation Accuracy with ArUco Markers

Seung-Been Lee, Dong-Hyun Jo, Min-Ho Kim, Hee-Bum Kim, Byeong-Gwon Kang

3

Multi-Feature Data Generation for Design Technology Co-Optimization: A Study on WAT and CP

Shih-Nung Chen and Shi-Hao Chen

4

LNMER-Net: A Metabolically Enhanced Lymph Node Metastasis Recognition Model Based on Lung Lymph Nodes and Microenvironment

Lingyun Wang, Huiyan Jiang, Yang Zhou, Qiu Luan, Bulin Du, Yaming Li, Xuena Li and Yan Pei

5

Key Factors for Unsubscribing from YouTube Channels: A Study of YouTubers in Taiwan

Hsuan-Che Yang and Wen-Chih Chang

6

Practical Research on AI Visual Focus Analysis in Online Teaching

Ming-Feng Lee, Guey-Shya Chen, Ming-Zhi Cheng, Hui-Chien Chen and Jian-Zhi Chen

7

Proximity Capacitive Gesture Recognition for Recursive Neighbor Memory Neural Network

Chao-Ting Chu and Jia-Wei Chang

8

Design of a Fair Distributed Computing Platform based on Distributed Ledger Technology and Performance Measurements

Bo-Yan Liao, Jai-Wei Chang and Hao-Shang Ma

9

A Study on the Design of Eye and Eyeball Method based on MTCNN

Cheng-Yu Hsueh, Jason C. Hung, Jian-Wei Tzeng, Hui-Chun Huang and Chun-Hong Huang

10

A Comparative Study of GPT-2 and GPT-2 Based on Enhanced Self-Attention Mechanism

Wei-Hung Tu, Neil Yen and Yan Pei

11

A Novel Few-Shot Learning with Meta-Gradient Memory

Lin Hui, Yi-Cheng Chen and Pin-Chen Tseng

12

Case classification system based on Taiwanese civil summary court cases

Ming-Yi Chen, Jia-Wei Chang, Hsiao-Chin Lo and Ying-Hung Pu

13

Innovative Interaction Mode in VR Games

Yi-Chun Liao

14

A study on the integration of worked examples and blended learning in the curriculum during the COVID-19 epidemic

Hung Sun and Shu-Wei Chang

15

An Intelligent Thermal Compensation System Using Edge Computing for Machine Tools

Lu-Yan Wang, Chao-Tung Yang, Jung-Chun Liu, Cheng-Kai Huang and Shih-Jie Wei

16

Cluster-Based Blockchain Systems for Multi-Access Edge Computing

Chih Peng Lin and Hui Yu Fan

17

ADDIE Instructional Design Model combined with AI Technology in the Design of an Auxiliary Correction System for IPOTA

Yung-Hui Chen, Chun-Hsiung Tseng, Lin Hui, Tony C. T. Kuo, Jian-Yu Chen and Jeffrey Kurniawan Chandra

18

Scanning QR codes for object detection based on Yolo-v7 algorithm and deblurring generative adversarial network

Huan Chen, Hsin-Yao Hsu, Kuan-Ting Lin, Jia-You Hsieh, Yi-Feng Chang and Bo-Chao Cheng

19

Positive-Unlabeled Learning with Field of ViewConsistency for Histology Image Segmentation

Xiaoqi Jia, Chong Fu, Jiaxin Hou and Wenjian Qin

20

Cryptanalysis and Improvement to Two Key-Policy Attribute-Based Encryption Schemes for Weighted Threshold Gates

Yi-Fan Tseng and Pin-Hao Chen

21

Applying Virtual Reality to Teaching the Law of Conservation of Energy in Physics

Yang Tung-Hua, Yang Yi-Ru , Huang Ching-Chi 

22

An Efficient Edge-Based Index for Processing Collective Spatial Keyword Query on Road Networks

Ye-In Chang, Jun-Hong Shen and Sheng-Yang Lin

23

Joint Multi-view Feature Network for Automatic Diagnosis of Pneumonia with CT Images

Hao Cui, Fujiao Ju and Jianqiang Li

24

Ensemble Deep Learning Techniques for Advancing Breast Cancer Detection and Diagnosis

Adam M.Ibrahim, Jianqiang Li and Yan Pei

25

Enhanced Multipath QUIC Protocol with Lower Path Delay and Packet Loss Rate

Chih-Lin Hu, Fang-Yi Lin, Wu-Min Sung, Nien-Tzu Hsieh, Yung-Hui Chen and Lin Hui

26

Implementation of A Deep Learning-based Application for Work-related Musculoskeletal Disorders’ Classification in Occupational Medicine

Yu-Wei Chan, Yi-Cyuan Tseng, Yu-An Chen, Yu-Tse Tsan, Chen-Yen Liu, Shang-Zhe Lu, Li-Fan Xu and Chao-Tung Yang

27

Single-to-Multi Music Track Composition Using Interactive Chaotic Evolution

Ying Kai Hung, Yan Pei and Jianqiang Li

28

A Fairness-aware Load Balancing Strategy in Multi-Tenant Clouds

Yu-Teng Chen and Kuan-Chou Lai

29

Comments on a Double-Blockchain Assisted Data Aggregation Scheme for Fog-Enabled Smart Grid

Pei-Yu Lin, Ya-Fen Chang, Pei-Shih Chang and Wei-Liang Tai

30

Pavement Distress Detection Using YOLO and Faster RCNN on Edge Devices

Chen-Kang Chiu, Jung-Chun Liu, Yu-Wei Chan and Chao-Tung Yang

31

The application of artificial intelligence to support behavior recognition by zebrafish: A study based on deep learning models

Yi-Ling Fan, Fang-Rong Hsu, Jing-Yaun Lu, Min-Jie Chung and Tzu-Ching Chang

32

A Survey of Speech Recognition for People with Cerebral palsy

Yu-Ru Wu, Jason C Hung and Jia-Wei Chang

33

Exploring Game-Based Learning Based on Social Cognitive Theory in EFL class

Yu-Ting Fu, Pei-Hsuan Lin, Mu-Yen Chen and Chia-Chen Chen

34

Fire and Smoke Detection using YOLO through Kafka

Kai-Yu Lien, Jung-Chun Liu, Yu-Wei Chan and Chao-Tung Yang

35

mKIPS: A Lightweight Modular Kernel-Level Intrusion Detection and Prevention System

Yuan-Zheng Yi and Mei-Ling Chiang

36

Using Convolutional Neural Network to Assist Teachers Detecting Test Sheet Cognition Level

Wen-Chih Chang and Charoenwat Moocharoen

37

SIAR: An Effective Model for Predicting Game Propagation

Tianyi Wang, Guodong Ye, Xin Liu, Rui Zhou, Jinke Li and Tianzhi Wang

38

Symbolic Regression Using Genetic Programming with Chaotic Method-based Probability Mappings

Pu Cao, Yan Pei and Jianqiang Li

39

Exploring the Potential of Webcam-Based Eye-Tracking for Traditional Eye-Tracking Analysis

Cheng-Hui Chang, Jason C. Hung and Jia-Wei Chang

40

Fuzzy Proximity Two-Dimension Inductance Gesture Recognition System Analysis and Implement

Chao-Ting Chu and Jia-Wei Chang

41

New group-key-based Over The Air (OTA) Update Model Facilitating security and efficiency Using MQTT 5

Hung-Yu Chien, Nian-Zu Wang, Yuh-Min Tseng and Ruo-Wei Hung

42

Big data and Network Analysis in National Innovation Systems: The Roles of Academia, Industry, and Government Research Institutes and their Interactions

Eun Sun Kim, Yunjeong Choi, Jeongeun Byun

43

A Practical Application using Big Data and ioT

Hwa-Young Jeong, Jinho Ahn and Hackyoon Kim

International Conference on Machine Learning on FinTech, Security and Privacy - MLFSP2023

1

Identify Vulnerable Components in IoT Using Machine Learning

Chia-Mei Chen, Sheng-Hao Lin, Gu-Hsin Lai, Ya-Hui Ou, Zheng-Xun Cai

2

The Development of Bluetooth Speakers with Independent Control for the Intervals Training of Aural Skills

Yu Ting Huang, Chi Nung Chu

3

Online Learning Motivation and Dilemma of Secondary Vocational Students

Jun Wu, Hsiao-Fen Liu

4

Reflecting on Integrating Team-Based Learning into Project-Based Practical Courses to Enhance Social-Emotional Learning

Ching-Yao Lin, Chih-Che Lin

5

Technology-Assisted Self-Regulated Learning: Practice in a Senior High School Classroom

Hsiao-Ping Chang, Hsiao-Fen Liu

6

Exploring the Potential of Short Videos in Flipped

Jen-Chia Chang, Cheng-Chung Lee

7

Development of A Wearable Sleep Airway Optical Monitor

Yen-Tsung Lin, Woei-Chyn Chu, Kuang-Chao Chen

8

The Development of An Endoscope-Assisted iMET to Improve the Distal Screw Hole Positioning Efficacy in Interlocking Nailing Procedures

Chih-Wei Shih, Tung-Lin Chiang,Woei-Chyn Chu

9

Spatial correlation analysis of accidents and casualties related to drunk driving

Yu-Yu Yen, Cheng-Hu Chow, Shiou-Wei Fan, Liang-Ann Chen

10

A comparative study on the impact of urban hazards and the reconstruction of old buildings on the property prices of surrounding residential areas

Shiou-Wei Fan,Wei-Chen Wu,Cheng-Hu Chow,Yu-Yu Yen

11

The use of AI technology and embryo imaging for the diagnosis of artificial reproduction techniques

Jui-hung kao, Yu-Yu Yen, Horng-Twu Liaw

12

Concept Drift Adaption for Online Game Chargeback Detection

Yu-Chih Wei, Ching-huang Lin, Yan-Ling Ou, Wei-Chen Wu

13

Improving Interoperability in Healthcare: A User-Friendly International Standard Data Conversion Framework

Lo-Hsien Yen, Tzu-Ting Huang, Chien-Yeh Hsu, Pin-Hua Wu, Chen-Yi Liu, Hsiu-An Lee

14

Development of an Artificial Intelligence-based Precise Nutrition and Dietary Management Model with Nutrient Intake Recommendation Framework

Chen-Yi Liu, Pin-Hua Wu, Hsiu-An Lee, Tzu-Ting Huang, Lo-Hsien Yen, and ChienYeh Hsu

15

Build a DeFi Trading Ecosystem Based on the Oracle of RNN

Wei-Chen Wu, Yu-Chih Wei

mlfsp-paper

1

The new paradigm of Safe and Sustainable Transportation: Urban Air Mobility

Muhammad Yeasir Arafat and Sungbum Pan

2

Fusion Self-Attention Feature Clustering Mechanism Network for Person ReID

Mingshou An, Hye-Youn Lim, Yunchuan He and Dae-Seong Kang

3

A study on how to generate fire data from video/image using the F-guess and ROI method

Jong-Sik Kim, Hye-Youn Lim, Dae-Seong Kang

aidintech-paper
fiawardpaper

1

The Intelligent Fish Weight Grading System Based on Instance Segmentation Algorithm

Yi-Zeng Hsieh , Chia-Hsuan Wu , Cheng-Hou Chou , Hsin-Yu Huang , Chi-Kuang Lin

2

AI Editor-in-Chief and Virtual News Presenter: An Artificial Intelligence-Based Pipeline for Automated News Production

Chun-Ju Tao , Zhen-Yu Chen , Po-Hsin Chang , Cheng-Syun Yang

3

Dungeon Survival Game

Lin Hui, Yung-Hui Chen, Huai-Ming Chang, Yu-Chen Chang, Chia Chun Chang

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