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BDIOT 2024: Macau, SAR, China

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  • Chapter 1: Image Recognition and Algorithms
  • Chapter 2: Image-Based Intelligent Detection and Application
  • Chapter 3: Digital Image Analysis and Processing Methods
  • Chapter 4: Intelligent Image Analysis and Multimedia Application Technology
  • Chapter 5: Text and Sentiment Analysis
  • Chapter 6: Software-Based Intelligent Information System Design and Management
  • Chapter 7: Modern Blockchain Theory and Information Security
  • Chapter 8: Modern Information Theory and Data Analysis
  • Chapter 9: Next Generation Artificial Intelligence Theory and Application

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    Proceedings of the 2024 8th International Conference on Big Data and Internet of Things, BDIOT 2024, Macau, China, September 14-16, 2024. ACM 2024, ISBN 979-8-4007-1752-9

Chapter 1: Image Recognition and Algorithms

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    Jiayu Guo, Wenyu Wu:
    Evaluation modeling of the main flight display interface in the cockpit of the Boeing 747 airplane based on fluency theory. 1-5
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    Zhixuan Chen, Qi Ma, Feiyan Liu:
    Impact of Convolutional Kernel Initialization based on Pixel Distribution Features on Table Recognition Performance. 6-11
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    Jiajun Yang, Lianggui Tang, Zhuo Chen, Xiuling Zhu, Xuan Lai:
    Facial Emotion Recognition Based on Optimized Xception Training. 12-18
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    Keyue Yan, Chi Fai Lam, Simon Fong, João Alexandre Lôbo Marques, Qun Song, Huafeng Qin:
    Enhancing Dynamic Hand Gesture Recognition through Optimized Feature Selection using Double Machine Learning. 19-25
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    Dihui Chu, Zhisheng Zhang, Fangzhou Dong, Wenyu Wu, Yunlong Tang:
    A Study of Icon Design Styles for Recognition in HUD Environments. 26-32

Chapter 2: Image-Based Intelligent Detection and Application

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    Chunyue Zhang, Xiping He, Zihan Shang:
    A method for detecting deepfake faces by integrating multi-scale deep-shallow spatial and frequency features. 33-39
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    Jing Wang, Zihao Zeng, Haifeng Jiang, Zhijie Jin, Yang Mo, Yexing Zhang:
    An End-to-End Multi-modal-based Framework for Visual Identity Inspection System. 40-46
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    Jing Chen, Yuming Fu, Huafeng Qin, Qun Song, Yong Zhou, Simon Fong:
    TMemAE: Handwriting Abnormality Analysis for Parkinson Disease. 47-52
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    Zijian Zhao, Suyu Meng, Chaodong Wang:
    Image Forgery Detection Method Based on Lightweight Fusion Models. 53-57
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    Qing Li, Xing-Rong Fan, Xin-Yue Luo, Xian-Ming Zhang, Zhao-Jie Jiao:
    Integrating Convolutional Neural Network and Broad Learning System for Moisture Detection in Oil via Near-Infrared Spectroscopy. 58-63
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    Yan Zhong, Ruobing Shang, Jianxiu Cai, Rui Tang, Dennis Wong:
    Graph Energy Variety Network-based Out-of-distribution Detection. 64-70

Chapter 3: Digital Image Analysis and Processing Methods

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    Zihan Shang, Xiping He, Chunyue Zhang:
    SAMFENet: A Lightweight Scale-Aware Modulation single-modal feature extraction network for Face Anti-Spoofing. 71-76
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    Pengfei Zhao, Sheng Lin, Ziqing Li, Tianle Li:
    Feature Fusion for Multi-Condition Controllable Image Generation. 77-83
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    Guangling Yu, Guangxiang Yang, Xu Wang, Zhenqi Xiao, Delin Zhang:
    Research on Multi-Image Panorama Stitching Method Based on Improved ORB+GMS Algorithm. 84-92
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    Mei Ai, Xili Wang:
    Self-Training Based Instance Calibration for Unsupervised Domain Adaptation Semantic Segmentation of Remote Sensing Images. 93-99
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    Hang Zhang, Bo Liu:
    Self-Attention Facial Attribute Editing. 100-106
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    Yunyan Wu, Yunfei Chen, Yan Zhang, Yanchen Liu:
    Building Metaverse: Propose a design framework for the metaverse based on the requirements. 107-113

Chapter 4: Intelligent Image Analysis and Multimedia Application Technology

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    Ren Kurosaki, Masatoshi Arikawa, Ryoo Fujiwara, Iori Sasaki, Min Lu, Tomihiro Utsumi, Ryo Sato:
    Directional Progress Indicator for Visualizing Off-Screen Point-of-Interest in Handheld Augmented Reality. 114-119
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    Dai FengHua:
    A character representation method using structural feature of Chinese characters. 120-124
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    Iori Sasaki, Masatoshi Arikawa, Min Lu, Tomihiro Utsumi, Ryo Sato:
    Generative Live Commentaries Interacting with Geospatial Context for Promoting Local Festivals. 125-131
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    Yong Zhou, Qun Song, Huafeng Qin, Jing Chen, Simon Fong:
    GlobalLocalSegNet: A Hybrid Model for Complex Medical Image Segmentation Combining Global and Local Features. 132-137
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    Yuhan Jin, Xiangling Peng, Kohei Oba, Masatoshi Arikawa, Min Lu, Tomihiro Utsumi, Ryo Sato:
    Space-Division-Based Pseudo-Occlusion in 3D Trajectory Data Visualization for Indoor AR Navigation. 138-143
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    Abudusalamu Maihemuti, Buting Zhang, Jinyi Zhang:
    Global Terrain Registration of LiDAR and Camera Fusion Using Multiple Calibrators. 144-148

Chapter 5: Text and Sentiment Analysis

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    Jingyue Huang, Pinyao He, Chenxia Li, Yao He, Yi Yang:
    A GPT-PERNIE Model for Short Text Sentiment Analysis. 149-155
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    Liu Jin, Zhiyong Zhao, Hongli Su:
    Category Prediction Based on Book Text Attributes and Link Relationships. 156-160
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    Cheng Qian, João Alexandre Lôbo Marques, Simon James Fong:
    Analysis of deep learning algorithms for emotion classification based on facial expression recognition. 161-167
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    Lei Chen, Qun Song, Simon Fong:
    PAT-Net: A Method for Alzheimer's Detection Using Long-Duration Speech. 168-174
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    Xing Tu, DongRong Wang, Qian Yang:
    Emotional Analysis in Animated Films Using Big Data and IoT: An In-Depth Study of 'Krek'. 175-182

Chapter 6: Software-Based Intelligent Information System Design and Management

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    Li Yang, Jing Wang, Haifeng Jiang, Yang Mo, Hangming Fu, Yexing Zhang:
    A Deep Learning-based Auditing System for BIM Components Library. 183-191
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    Xinxin Wang, Jingqiu Wang:
    Analysis of Education Model Based on Student Big Data Portrait. 192-197
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    Ruijie Xing, Wei Song:
    Development and Research on Virtual Antarctic Experience System. 198-204
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    Junfeng Yao:
    Path planning for unmanned vehicles based on reinforcement learning. 205-209
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    Junfeng Sun, Junfeng Wang, Heng Huang, Shiyu Chen:
    A Distributed Cloud Hybrid Storage System for Port Transportation Infrastructure Data. 210-214
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    Xuezhong Liu, Sen Feng:
    Design of Intelligent Management and Correlation Analysis Platform for Heterogeneous IT Assets. 215-220
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    Jia Chen, Feizhou Zhang, Jing Shi, Hongyan Lv:
    Research on Intelligent Traffic Dynamic Path Planning Algorithm Based on ArcGIS. 221-225
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    Yubo Qiu, Haotian Zhang:
    Prediction of Software User Interaction Data Based on the LightGBM Model. 226-230
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    Yikun Luo:
    A Design and Development of Crowdsourcing Systems in Smart Cites. 231-235

Chapter 7: Modern Blockchain Theory and Information Security

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    Changtong Dong, Hao Huang, Ying Shang:
    Erinys: Efficient fuzzing by function invoke sequence generation for smart contracts. 236-241
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    Haihua Li, Ze Wang:
    Research on the Application of Blockchain Technology in Electronic Contract Signing for Construction Enterprises. 242-246
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    Qingyuan Huang, ZiXun Zeng, Ying Shang:
    An Empirical Study of Integer Overflow Detection and False Positive Analysis in Smart Contracts. 247-251
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    Yanzhao Gu, Junhao Wei, Ngai Cheong:
    Credit Card Fraud Detection Based on MiniKM-SVMSMOTE-XGBoost Model. 252-258
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    Suja A. Alex, J. Jesu Vedha Nayahi, Gabriel Caumo Vaz, Yuzo Iano, Euclides Lourenço Chuma, Gabriel Gomes de Oliveira, Angela Maria Alves:
    Theory of Blockchain and Smart Healthcare: Highlights. 259-261
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    Zhiyong Chen, Yingying Ning:
    Commodity Traceability in Cross-border E-commerce Based on Blockchain Smart Contracts. 262-266

Chapter 8: Modern Information Theory and Data Analysis

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    Zhuo Chen, Lianggui Tang, Jiajun Yang, Xiuling Zhu, Xuan Lai:
    Deep Learning Model Research and Performance Comparison Based on a Plant Classification Dataset. 267-275
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    Hao Wang, Fuyong Sun, Jinxin Si, Qiuzhe Ma, Wenjing Zeng, Xiuhuan Zang, Junxi Cao, Shuaibing Song, Nan Wang:
    Robust Spatio-Temporal Graph Neural Network for Electricity Consumption Forecasting. 276-281
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    Chenxia Li, Jingyue Huang, Pinyao He, Yao He, Yi Yang:
    Study on the Differences in the Impact of the American Welfare System on the Health of Different Races Based on Data Mining. 282-289
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    Jiajun Hou, Jiangping Wan:
    Bibliometric research on business data analysis based on knowledge graph. 290-296
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    Yifan Zhu, Gen Zhao, Hao Liu, Dongtao Sun, Yunze He:
    Refining Bridge Engineering-based Construction Scheme Compliance Review with Advanced Large Language Model Integration. 297-305
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    Pinyao He, Jingyue Huang, Yi Yang, Chenxia Li, Yao He, Ming Li:
    I-WOA: An Optimization of K-Means Clusteringsis. 306-313
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    Chenxing Song, Running Han:
    Research on fine management of building materials based on indicator analysis and AIoT technology. 314-318
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    Gabriel Gomes de Oliveira, Angela Maria Alves, Gabriel Caumo Vaz, Navid Razmjooy, Tien Anh Tran:
    Case Study on Urban Mobility in the USA. Applying Multivariate Linear Regression. 319-324
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    Meng Song, Qi Liu, Peng Liang, Ti Wang, Chuanxin Zeng, Zhibin Zhang, Yihua Peng, Jianlong Jie, Chen Zhao:
    Network Optimization for Deterministic Services in Industrial Internet. 325-331

Chapter 9: Next Generation Artificial Intelligence Theory and Application

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    Nairu Qi, Pengfei Song, Tao Mei:
    Practice and Innovation of Digital Application of Overseas Human Resource Management Based on Artificial Intelligence. 332-337
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    Ruochen Du, Xingsong Wang, Mengqian Tian:
    Tracked Inspection Robot: Teleoperation based on ROS and Unity 3D. 338-343
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    Yuan Min, Zhong Huang:
    Intelligent Construction Safety Management Method and Application Based on Artificial Intelligence. 344-348
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    Huabing Xie, Zhenhua Tan, Xiubin Liu:
    Application of Artificial Intelligence in Financial Risk Management in a Company. 349-354
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    Kai Zhang, Ting Zhang:
    The Application of Artificial Intelligence in the Field of Modern Infrastructure Investment. 355-359
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    Zhao Huang:
    Research and Innovative Exploration of Artificial Intelligence in the Operation and Management of Hydropower Stations. 360-364
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    Shu Fangfa, Chen Tao:
    A Design of a Perimeter Intrusion Warning System for Large-scale Construction Equipment Based on Artificial Intelligence. 365-370
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    Zhen Wang, Jinxin Liu:
    Research on the Application of Artificial Intelligence Technologies for Integrated Marketing Collaboration in Infrastructure Enterprises. 371-376
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    Running Han, Chenxing Song:
    Indicators Analysis and Artificial Intelligence Models for Innovative Applications in a Closed Loop Platform. 377-381
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    Jian Xu, Liming Sun:
    Research and Analysis of Artificial Intelligence Algorithms for Solving Graph Coloring Problems. 382-386
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    Yatao Geng:
    A Review of Crowdsourcing Applications in Artificial Intelligence. 387-391
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    Hang Yuan:
    Application and Comparison of Search Algorithms in Artificial Intelligence. 392-396
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    Jing Leng, Yu Guo:
    AI-Powered Smart Parking Management: Optimizing Allocation and Safety. 397-403

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