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CSAI 2023: Beijing, China
- Proceedings of the 2023 7th International Conference on Computer Science and Artificial Intelligence, CSAI 2023, Beijing, China, December 8-10, 2023. ACM 2023
Chapter I - Information Systems and Management Based on Machine Learning
- Luhan Wen
, Dongmei Zhou
, Hao Luo
, Yongjian Cheng
:
A Novel Classification Model for Automatic Multi-Label ICD Coding via BERT-LSTM. 1-7 - Hong Zhang
, Xiaojuan Wang
, Yaping Xu
, Guijiang Hu
:
Research on the dynamic application of trademark similarity determination based on dynamic time regularization and XGBoost. 8-15 - Soumen Sinha
, Saketh Innani
, Pawan Chinnari
, Mehek Khan
:
Sentiment Analysis of Russia-Ukraine Conflict: A Hybrid Approach Using VADER, GloVe-embedding and LSTM. 16-22 - Kankan Zhao
, Youfang Leng
, Hui Zhang
:
Scaling Machine Learning with a Ring-based Distributed Framework. 23-32 - Maohong Tian
, Jian Liang
, Dequan Zhang
, Xintong Zhang
, Zuo Wang
, Hualin Li
:
Detection of Financial Fraudulent Activities with Machine Learning: A Case Study of Detecting Potential Tax and Invoice Fraud. 33-39 - Yun Fu
, Jingyi Fu
, Jinxin Wei
:
Activation Function: Absolute Function, One Function Behaves more Individualized. 40-45 - Zhourui Guo
, Meng Yao
, Yang Yu
, Qiyue Yin
:
Improve the efficiency of deep reinforcement learning through semantic exploration guided by natural language. 46-52 - Meijuan Yin
, Yan Zheng
, Shunran Duan
, Longlong Jiao
, Hao Yang
:
User entity alignment method based on cross-attribute knowledge association. 53-61
Chapter II - Data-driven Information Management and Service Platform Development
- Huiying Yan
, Yu Zhang
:
Analyzing the 'Belt and Road' topic of overseas Chinese media based on the BERTopic modeling. 62-69 - Yingbo Zhai
, Yanji Piao
:
Research on the Construction of Smart Community Based on Text Mining. 70-75 - Lan Wang
, Ran Li
:
Study on the Impact of Job Embeddedness on Employee's Innovative Behavior in Information Technology Industry. 76-83 - Hongtao Hu
, Xueying Zhang
:
WOA-BP Based Predicting Daily Production Method of Single Wells in Oilfield. 84-90
Chapter III - Software and Data Security
- Yi Yin
, Yuichiro Tateiwa
, Xiaojun Qian
, Qian Gao
, Lingling Shen
, Guoqiang Zhang
:
Inconsistency Detecting and Resolving for Security Policy and IPv6 Firewall Policy. 91-98 - Biao Gao
, Shijie Jia
, Peng Yin
, Xueying Zhang
:
Protection of Access Pattern. 99-105 - Alena Vasileva
, Yegor Bugayenko
:
Object Specialization to Partially Reduce Polymorphism of Attributes. 106-115 - Abdulrahman Hamman Adama Chukkol
, Senlin Luo
, Yunusa Haruna
, Abdulganiyu Abdu Yusuf
, Abulfatahi Mohammed
:
VulPin: Finer-Grained Slicing for Pinpointing Vulnerability in Binary Programs. 116-122 - Carlos A. Estrada
, Sergio S. Naranjo
, Veronica J. Toasa
, Sang Guun Yoo
:
A Systematic Literature Review of Blockchain Technology: Applications Fields, Platforms, and Consensus Protocols. 123-131 - Huixian Wang
, Quansheng Dou
, Huanling Tang
, Shun Zhang
, Hao Pan
:
A SQL Synthesis System with Operator Handler. 132-136
Chapter IV - Data Structure Analysis and Data Modeling
- Chufeng Liang
, Zhicheng Hong
, Zeming Wei
, Yongzhang Zhou
, Hua Tang
:
Soil Data Storage Framework based on Blockchain and Improved Merkle Mountain Range. 137-145 - Asma Belaroussi
, Khalissa Derbal
, Mohamed Fazil Lounis
, Adel Mensouri
, Mostefa Belhadj Aissa
:
From spatial data warehouse into NoSQL document-oriented database: case study Forest fire risk management. 146-151 - Yegor Bugayenko
, Mikhail Lipanin
:
An Algorithm for Partial Elimination of Jumps in an Object-Oriented Dataflow Language. 152-164 - Guoqing Zhao
, Leilei Deng
, Zhiyuan Chen
, Xianbiao Kang
:
Data Fusion Optimization and Contribution Assessment of Dual-Polarization Radar Data in Short-Term Forecasting of Convective Precipitation. 165-171 - Yuelu Wang
:
Data Analysis of Attitude Evaluation System in News Discourse. 172-177 - Yong Shuai
, Chuan Yang
, Biao Li
, Xiaoping Huang
, Xinyi Su
:
An improved combined small sample time series data prediction model. 178-182 - Ting Yang
, Shuisheng Zhou
:
Iteratively Reweighted Hypergraph Subspace Clustering. 183-189
Chapter V - Digital Image Analysis and Processing Methods
- Wei Yuen Teh
, Chern Hong Lim
, Mei Kuan Lim
, Ian K. T. Tan
:
Towards Discrete Object Representations in Vision Transformers with Tensor Products. 190-194 - Zifan Zuo
:
Image Segmentation of the Cell Nuclei Staining Using U-net and Segment Anything Model. 195-204 - Simran Kumar
, Isha Sahni
, Srushti Jagtap
, Manish Bhurtel
:
Single-Camera 3D Human Pose Estimation: Addressing Occlusion Challenges and Predictive Quality Assessment. 205-211 - Yanan Wang
, Xuexu Ma
, Zhongmin Wang
:
Keep your Eyes on the Road: Hybrid-Anchor guided Road Perception. 212-216 - Tianyu Xiao
, Ruining Zhao
, Saijun Nie
, Xu Ji
:
Efficient and Accurate Abdominal Multi-Organ Segmentation using Cross Pseudo-based Semi-Supervised Learning. 217-222 - Xiawei Guan
, Hao Zhang
, Shaobo Fu
, Jia Wang
, Han Pan
:
Multibeam Imaging Sonar Image Fusion via -total Variation Model. 223-227 - Ziyu Wu
, Ziyang Wu
:
Instance-based 3D Anchor for Monocular 3D Object Detection. 228-232 - Lihu Pan
, Yunting Yang
, Zhengkui Wang
, Rui Zhang
, Wen Shan
, Jiashu Li
:
Image Segmentation with Vision-Language Models. 233-238 - Yu Jiang
, Yancong Deng
:
Self-Attention Driven Image-to-image Translation with Conditional Adversarial Networks. 239-245
Chapter VI - Image Detection and Recognition
- Yingbo Wang, Song Si Liang
:
Improve the defect detection of printed circuit board by Yolov5s. 246-250 - Yipei Wang
, Shiyu Hu
, Xin Zhao
:
Rethinking Similar Object Interference in Single Object Tracking. 251-258 - Jun Zhang
, Chuyang Wen
, Yurun Zhao
, Peiqin Zhao
:
Adaptive Human Interaction Detection Algorithm for Oilfield Security System. 259-263 - Chenrushi Yang
, Ruidong Mei
, Hui Cheng
:
A Comparative Study of Indoor Place Recognition Using Multi-modal Range Information. 264-268 - Xiao Zhen Jiu
, Zhang Jian
:
Helmet detection algorithm based on improved yolov7. 269-276 - Yang Huang
, Guanghua Xie
, Kege Yang
, Rui Dong
:
Domain Adaptive Pedestrian Re-recognition for Oilfield Operations Security. 277-281 - Wenming Wu
:
Architectural Floorplan Recognition via Iterative Semantic Segmentation Networks. 282-287 - Yingbo Wang, Liu Zhi, Wang Ying Bo:
Improved YOLOv7 UAV image small target detection algorithm. 288-294 - Yutra Abel Zenebe
, Jiangbin Zheng
, Xiaoyu Li
, Ahmed Endris
:
SkinAACN: An Efficient Skin Lesion Classification Based on Attention Augmented ConvNeXt with Hybrid Loss Function. 295-300
Chapter VII - Information Network and Signal Analysis
- Yichen Liu
, Huajian Zhang
, Yuzhen Huang
, Fangfang Zhu
, Yiqing Liang
, Daqing Gao
:
An Anomaly Detection Model Based on CNN-VAE for IoT Devices. 301-305 - Xiyue Tan
, Dan Wang
, Jiaming Chen
:
A hybrid self-attention convolution network for MI signals decoding. 306-311 - Quangphuoc Nguyen
, Ngocminh Nguyen
, Thanhluan Dang
, Vanha Tran
:
Vietnamese Voice2Text: A Web Application for Whisper Implementation in Vietnamese Automatic Speech Recognition Tasks: Vietnamese Voice2Text. 312-318 - Xudong Zhang
, Feng Gu
, Wei Zhong
, Chunyu Ai
:
A Hybrid Resampling Technique with Adaptive Intervals Used in the Parallel/Distributed Particle Filters. 319-325 - Wei Wei Hua
, Yisheng An
:
A low-latency vehicle edge computing network distributed task offloading solution. 326-331 - Hewei Li
, Jingguo Sun
, Zhangyuan Ji
, Yuanpei Chang
, Ying Xue
, Yu Zhang
, Jiancun Zuo
:
Research on wireless signal dataset and modulation pattern recognition technology. 332-338
Chapter VIII - Modern Information Security Theory and Key Technologies
- Wen-Chi Hu
, Shih-Tsung Hsu
:
The Future of EFL Reading: How Digital Technology is Changing the Game. 339-345 - Zhendong Du
, Kenji Hashimoto
:
Exploiting Paraphrasers and Inverse Paraphrasers: A Novel Approach to Enhance English Writing Fluency through Improved Style Transfer Training Data. 346-352 - Arun K. Pujari
, Sowmini Devi Veeramachaneni
:
Gradient based Hybridization of PSO. 353-360 - Boris Feliksovich Melnikov
, Dmitrii Chaikovskii
:
Some General Heuristics in the Traveling Salesman Problem and the Problem of Reconstructing the DNA Chain Distance Matrix. 361-368 - Ting Wang
, Fengxi Gao
, Yuxiao Zhou
, Feng Shang
, Qingchuan Zhang
:
Research on Power Network Fault Event Extraction Based on Hybrid Neural Network. 369-374 - Hongbin Hu
, Yongbin Wang
, Shuang Feng
:
Research on dynamic management of convergence media ecology node based on blockchain. 375-380 - Na Wang
, Rongqiang Zhang
, Hengyang Wu
:
Cultural Heritage Triple Information Extraction Based on Span Pointer Network. 381-387 - Dongxiao Jiang
, Hailin Sun
, Jiahua Lin
, Jie Jiang
, Xing Sun
, Yanchi Li
, Bocheng Xia
, Siyuan Xiao
, Yulong Liu
:
Towards Dual Optimization of Efficiency and Accuracy: Hyper Billion Scale Model Computing Platform for Address Services. 388-395 - Zhenkai Lu
, Han Jiao
, Danpu Zhang
:
An Attention-Based Approach for Spatial-Temporal Trajectory similarity Search. 396-401 - Xingyang Cui
, Mingxuan Wei
, Guannan Li
:
Behavior Mining of Robot-Animal Mixed Swarm. 402-407
Chapter IX - Visualization Data Based on Images
- Yifan Zhou
, Yizhou Ding
, Yuwu Dong
, Hao He
:
Ontology-Semantic Alignment On Contrastive Video-Language Model for Multimodel Video Retrieval Task. 408-413 - Peng Lv
, Yan Liu
:
Analysis of Graph Data Structure from the Perspective of Clustering. 414-419 - Ming Hui Xia
, Ya Hui Zhao
, Rong Yi Cui
, Guo Zhe Jin
:
A Study of Unsupervised Multi-document Sentiment Summarization Techniques Based on Graph Structure. 420-428 - Rattawut Vongvit
:
Enhancing Maintenance Training with Mobile Augmented Reality: An AHP-Based Development Approach. 429-435 - Matvei Khoimov
, Stepan Botman
, Natalia Shusharina
:
Autoencoder-based representation learning of hand and finger movements in humans. 436-441 - Danning Wu
:
Knowledge Ecological Model and Its Implementations in the Context of Metaverse. 442-448
Chapter X - Visualization Data Based on Images
- Yanxia Sun
:
Analysis of the performance of PID-based new-generation metaheuristic algorithms for automatic voltage regulation system. 449-454 - Yanxia Sun
, Zenghui Wang
, Yves Matanga
:
Nonlinear system identification using a semi concurrent sequential niching framework. 455-460 - Irfan Ali Channa
, Dazi Li
:
Detection and classification of power quality disturbances using STFT and deep neural Network. 461-466 - Jiangchen Wu
, Yumeng Shi
, Yining Chen
:
A Method of Predicting the Deposited Film Thickness in IC Fabrication Based on Stacking Ensemble Learning. 467-474 - Hao Wang
, Zhilin Duo
, Jianfei Chen
:
False Data Injection Attacks Intrusion Simulation Applying Semi-Supervised for Power System Based on Knowledge Graph. 475-480 - You-Min Fan
, Zhe-Cong Fan:
An Improved Gradient Optimizer with Adaptive Mechanism. 481-485
Chapter XI - Visualization Data Based on Images
- Mikhail E. Abramyan
, Boris Feliksovich Melnikov
:
On the Study of All Semilattices on the Set of Covering Automata for the Waterloo Automaton. 486-494 - Mingxuan Wei
, Xingyang Cui
, Kaijie Lai, Fulin Yang
, Kaipeng Ji
, Lei Wang
, Guannan Li
:
Design of an experiment platform for robot-fish swarm interaction. 495-500 - Meiliwen Wu
, Renli Lv
, Xiangmin Guan
:
Design of Digital Air Traffic Management System for Multi-operator Unmanned Aerial Vehicle Based on Digital Twin. 501-506 - Wang Zheng
, Wang Xin
, Feng Gu
, Lin Sun
:
Research on cross-regional path planning algorithm for aircraft unmanned tractor based on improved A* algorithm. 507-513 - Guanyu Zhu
, Thelma Domingo Palaoag
, Xia Shao
:
Design and Architecture of Smart Agriculture System based on Big Data Analytics. 514-519 - Yaoyao Wang
, Yisheng An
:
A FCCPN-based Movement Coordination Strategy for Deadlock Avoidance in Multi-AGV Systems. 520-525
Chapter XII - Visualization Data Based on Images
- Yuyanzhen Zhong
, Chuan Yang
, Xinyi Su
, Biao Li
, Xiaoping Huang
, Yong Shuai
:
Review on Research of Automated Machine Learning. 526-532 - Wei Deng
, Juncheng Chen
, Zhen Li
, Weiwei Wang
, Zhi Cai
:
A-share Trading Strategy Based on MTL-DDPG. 533-538 - Daiveek Sai P
, Anouksha Rajesh
:
Semantic Topic Extraction from Research Artifacts. 539-545 - Yizhou Ding
, Jidong Tian
, Shanxing Mei
, Yifan Zhou
, Yuwu Dong
, Hao He
, Weisheng Hu
:
LDSeq: Latent Diffusion Models for Sequence to Sequence Text Generation. 546-552
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