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AAIA 2023: Wuhan, China
- Proceedings of the 2023 International Conference on Advances in Artificial Intelligence and Applications, AAIA 2023, Wuhan, China, November 18-20, 2023. ACM 2023
Chapter 1 - Machine Learning and Artificial Intelligence Applications
- Jifei Wu
, Guoshuai Li
Study on Aerodynamic Force Prediction of Wind Tunnel Test Based on Deep Learning. 1-9 - Wei Shi
Local Adversarial Attacks for Understanding Model Decisions. 10-14 - Bassam Noori Shaker
A Comparative Study of IDS-Based Deep Learning Models for IoT Network. 15-21 - Song Feng
Fast Prediction Method for Drop Point Coordinates Based on Neural Network Algorithm. 22-26 - Yijun Xu
Simulation Research of Automotive Magneto-rheological Semi-Active Suspension Based on Artificial Intelligence Technology. 27-32 - Changliang Luo
Side-Channel Attacks Based on Deep Learning. 33-37 - Fan Yang
Target Recognition Analysis Based on Deep Learning. 38-41 - Yingying Yu
Classification Model of Control Charts Based on ML-SVM. 42-48 - Ting-Yong Liu
Deep Learning Models in Climate Forecasting: Algorithms, Uncertainties and Benchmark Comparison. 49-53 - Tao Xie
Application of the Apriori Algorithm in Soccer Games. 54-59 - Yuxuan Chen
C2f-Enhanced YOLOv5 for Lightweight Concrete Surface Crack Detection. 60-64 - Qinxin Gao
Session-based Recommender based on Normalized Graph Neural Network with Margin Penalty. 65-71 - Zeng Li
Research Applications of Hidden Markov Models in Speech Recognition. 72-75 - Xinghong Yang
A Path Planning Framework for Air-land Amphibious UAV with Fast Response and Fine Learning. 76-79 - Pengfei Shen
Research on Intelligent Algorithms for Estimating Multistep Process Capability in the Industrial Field. 80-84 - Haoran Zhu
Research on Intelligent Recognition Technology of Cigarette Laser Code Based on Deep-Learning. 85-89 - Biqing Zeng
Anomaly Detection of Small Time Series Data Based on Improved Generative Adversarial Networks. 90-95 - Lixiao Gao
Parameter Optimization of Direct Speed Model Predict Control of Vehicle PMSM based on LSTM Network. 96-100 - Tianyuan Han
Human Pose Estimation with Combined Feature Maps and Joint Embeddings. 101-106 - Weibin Su
Dynamic Domain ID Based on DDS for AIoT. 107-112 - Xinai Song
Construction and Application of Enhanced Transfer Neural Network for Multiple Time Sequence Signal Recognition. 113-119
Chapter 2 - Natural Language Processing and Data Extraction
- Xixiang Zhang
GCN-based Entity Relation Extraction Method for Power Marketing Data. 120-127 - Tianya Qianji
Analysis of Library Retrieval Design Based on Knowledge Graph and User Profile. 128-131 - Hongle Du
Personalized Learning Resource Recommendation Framework Based on Knowledge Map. 132-136 - Ruirui Sun
Sentiment Orientation Analysis of Micro-lecture Comments Based on MacBERT-BiGRU Model. 137-143
Chapter 3 - Image and Signal Processing
- Bingzhen An
An Improved YOLOv5-based Network on Pine Wilt Disease Detection Using UAV Image. 144-151 - Guiping Lu
Visual Algorithm Research Based on One-click Image Size Fast Measurement Platform. 152-156 - Jikai Qin
An ATR Method for Imbalanced Data SAR Images Based on CCEGAN. 157-163 - Gan Wang
Improved Parameter Estimation for Enhancing Motor Imaginary EEG Classification. 164-171 - Shuaiying Zhan
ROS-based Mobile Robot for Pavement Defect Detection. 172-176 - Shuchun Gao
Fast Underground Positioning Method of Mine Based on ELM Algorithm Optimized by Improved QPSO. 177-185 - Yan Liu
Research on Lightweight 3D Reconstruction Techniques Based on Gaussian Splatting. 186-194 - Ying Liang
Moving Ship Target Detection Method for Geostationary Orbit Satellite Panchromatic Image Sequence. 195-200 - Rongbiao Xiang
FPGA-based UART Transmission for VGA Image Display. 201-207 - Wanqing Zheng
Automated Testing Method for Font on GUI Based on Scene Text Detection and Font Recognition. 208-216 - Yuchen Li
L2-GeoPhoto: 3D Spatial Mapping with Combined Geometric and Photometric Loss Optimization. 217-222 - Ruyun Ruan
Predicting Microsatellite Instability from Pathological Images Using Self-Supervised Learning Methods. 223-228 - Bo Lu
ISES: Instance-level Semantic Enhanced Score Model for Image-Text Retrieval. 229-232 - Bo Lu
Transformer-based Deep Embedding Network for Scene Graph Generation. 233-237 - Lu Cao
Efficient Multi-Scale Attention Residual Network for Breast Cancer Histopathology Image Classification. 238-243 - Ping Ni
Image Dehazing Algorithm based on Morphological and Exposure Enhancement. 244-250
Chapter 4 - Algorithm and Computing
- Liu Yang
Research on Fault Diagnosis Algorithm of Subway Vehicle Door System Based on Multi-stage Feature Fusion of Vibration Signals. 251-257 - Xin Yin
Study of A Streamlining Method Based on Big Data. 258-262 - Yan Zhang
A Multi-source Visual SLAM Localization Algorithm That Reuses IMU Data. 263-268 - Yuanbo Wang
A Multi-sensor Demarcation Method Oriented to Non-contact Train Obstacle Detection. 269-276 - Xinyu Jiang
QAOA-based MRMR Algorithm for Feature Selection. 277-282 - Congcong Zhang
Design and Implementation of a Multi-core CPU-based System Simulation Software for Automotive. 283-288 - Yujun Zhou
3D Object Detection Algorithm Based on Multi-Feature Fusion from the Perspective of BEV. 289-295 - Yun Zhang
A Fuzzy Rough Set Induced by a KM-fuzzy Pseudo Metric. 296-299 - Kun Zhang
Improved Algorithm for Classification of Fetal Congenital Heart Disease Based on Loss Function. 300-304 - Binglin Li
Mobile Robot Global Planning Based on Improved A* Algorithm Path Planning Research. 305-311 - Keming Guan
Fault Diagnosis of Gearbox Based on Improved Transformer. 312-318 - Tao Wen
Research on Speedup Ratio Based on Reduction and Critical. 319-325
Chapter 5 - Graph and Network Applications
- Jialin He
Node Classification of Graph Neural Networks Based on Graph Degree-Symmetry. 326-331 - Qizheng Li
Network Architecture and Use Cases for FTTR in Business Scenarios. 332-335 - Jingjun Bi
A Comprehensive Deep Semi-supervised Graph Learning Approach Incorporating Node Re-weighting and Manifold Regularization. 336-342 - Changhao Yu
QN-SAM-LIVO: A Multi-Sensor Tightly Coupled SLAM Framework Based on Coarse-to-Fine Loop Closure Detection. 343-348
Chapter 6 - Security and Cryptography
- Peng He
Power Analysis Attack Based on Hybrid Denoising. 349-353 - Zhu Tang
Research on the Design of Sensor Intelligent Defense System. 354-358 - Shiji Hu
ECC-based Secure Communication Platform for Unmanned Systems. 359-363 - Guosheng Xu
Research on Cryptographic Misuse Detection for Android Applications Based on Dynamic and Static Combination. 364-373 - Sahar Ebadinezhad
Data Security Enhancement in Cloud Computing by Proposing A DKE Encryption Protocol. 374-379 - Jiahao Song
A Multi-modality Feature Fusion Method for Android Malware Detection. 380-384 - Jun Li
Motion Vector Domain Video Steganography Maintaining the Statistical Characteristics of Skipped Macroblocks. 385-391 - Botong Zhu
VuLASTE: Long Sequence Model with Abstract Syntax Tree Embedding for Vulnerability Detection. 392-396
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