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ORCIDCSAI 2024: Beijing, China
- Xiangqun Chen, Juan Fang:
Proceedings of the 2024 8th International Conference on Computer Science and Artificial Intelligence, CSAI 2024, BeijingChina, December 6-8, 2024. ACM 2024, ISBN 979-8-4007-1818-2
Chapter 1 - Target Detection Algorithms and Applications
- Feng Gu
, Jianwei Li, Shunrong Deng, Qin Yang:
Poor Posture Detection Based on Behavioral and Environmental Data Using Machine Learning. 1-7 - Haojin Zhang, Wei Shi:
Research on Small Object Detection Algorithm Based on YOLOv8. 8-14 - Lijuan Duan, Zichen Zhang, Zhi Gong:
Fine-Grained Zero-Shot Object Detection via Semantic Decoupling. 15-20 - Qiuqi Lyu, Xiao Zhang, Xinyi Ding, Jun Chen:
Wearable Photoplethysmography-based Bipolar Disorder Detection. 21-30 - Wei Li, Yali Li, Zhenyu Wang, Simin Li, Shengjin Wang:
Cosine Similarity Guided Joint Modeling of Foreground and Background for Incremental Object Detection in Drone Images. 31-38 - Ziwen Fan, Guangzhi Cheng, Tao Sun, Hang Yu, Baoqing Guo:
A Method for Railway Intrusion Objects Detection with LiDAR and Image Fusion. 39-44 - Hui Wang, Hongjuan Gao, Wei Jia, Jinhua Wu:
A Novel 3D Keypoint Detection Method based on Self-supervised Learning. 45-54 - Boyan Sun, Wenyu Zhang, Qiuxia Chen, Haigang Zhang:
Detection of prohibited items in dual-view X-ray security inspection images based on DINO model. 55-61
Chapter 2 - Digital Image Analysis and Processing Methods
- Ran Liu, Shanting Fang, Yutao Zhang, Jinping Sun:
Convolutional Neural Network-Based Accelerator for Hyperspectral Image Classification. 62-67 - Cheng Lang Gao, Jiang Miao, Chen Hong Hui:
BayProNet: Advancing Few-Shot Learning with Bayesian Prototype Network. 68-74 - Derek Fox, Samuel Hernandez, Qianqian Tong:
Stochastic Variance-Reduced Iterative Hard Thresholding in Graph Sparsity Optimization. 75-82 - Xiang Wang, Sanqian Li, Risa Higashita, Jie Li, Hongwu Qin, Jiang Liu:
Depth-aware Image Captioning with Bus Dataset for Visually Impaired Individuals. 83-90 - Shiqi Jin, Jiahao Zhang, Ying Zang, Wenjun Hu:
SketchPointer: Sketch-Based 3D Modeling with Adversarial Point Rendering for Point Cloud Generation. 91-97 - Xiujuan Wang, Zhengxiang Wang, Kangmiao Chen, Keke Wang, Conglin Zhou, Juan Fang:
Social Robot Recognition Based on E-GraphCTAGE Model: Integration of Facial Expression And Multi-feature Processing. 98-104
Chapter 3 - Data Models and Optimization Algorithms in Intelligent Image Processing
- Kaifeng Ding, Caolin Yang, Chengzhuan Yang, Zhonglong Zheng:
Multi-level Attention-enhanced Learning for Fine-Grained Visual Classification. 105-111 - Heqing Wang, Tianwei Cao, Ling Jin, Weidong Liu, Rui Wang, Zhanyu Ma:
BlipFill: Completing Authentic Images with BLIP-enhanced Subject Representation. 112-118 - Donghua Chen, Hong Zhang, Jianbo Song, Yachun Feng, Yifan Yang:
MamTrack: Vision-Language Tracking with Mamba Fusion. 119-126 - Hao Li, Yisheng An, Ting Li, Nandong Li, Yukun Zhang, Peng Yang, Zhengge Gao:
Optimized Method for Dynamic Allocation of Driving Rights and Trajectory Tracking under Human-Machine Co-driving. 127-132 - Qilong Li, Jie Jiang:
Boundary Recognition for Lawn Mowing Robot Based on Image Segmentation. 133-138 - Hao Wang, Chaobo Zhang, Wenxiong Kang, Xiaojun Liang, Jiarong Li, Chunhua Yang, Weihua Gui:
CRPE-MViT: An Enhanced Transformer Model with Circular Relative Positional Encoding for the Condition Identification of Zinc Oxide Rotary Kiln. 139-146 - Haofan He, Wei Duan, Haihang Wang:
Diffusion Model-Based Adaptive Generation of Adversarial Perturbations against Deepfake. 147-152
Chapter 4 - Signal Recognition and Estimation
- Zixuan Wei, Yaxiong Chen:
NLKF-SMOTE: A Novel Noise-Filtering SMOTE Without Nearest Neighbor Parameter K for Oversampling. 153-159 - Bo Xiao, Xuan Zhou:
A Framework for Applying Artificial Intelligence Algorithms in Command and Control Systems. 160-163 - Huijing Dou, Yao Lu, Yuxin Zhang, Shenghao Liu:
DOA Estimation of Coherent Signals Based on Atomic Norm Minimization in Signal Subspace. 164-169 - Chaopeng Wu, Shiwen Chen, Gangyin Sun:
Automatic Modulation Recognition Framework for LPI Radar Based on CNN and Vision Transformer. 170-176
Chapter 5 - AI-based Language Models and Natural Language Processing
- Zhenshan Bao, Ning Li, Wenbo Zhang:
Research on AIE automatic generation strategy: A case of SpMM algorithm. 177-182 - Xuehai Tang, Wenjie Xiao, Zhongjiang Yao, Jizhong Han:
SwordEcho: A LLM Jailbreaking Optimization Strategy Driven by Reinforcement Learning. 183-190 - Hui Liu, Xiuwen Wang:
A Study on Reader Reception of English Translations of Great Learning Based on Python. 191-196 - Lei Li, Manni Duan, Yongheng Wang:
Tex2Py-45K: A Parallel Corpus Dataset for Bidirectional Conversion Between LaTeX and Python. 197-203 - Pei Yee Liew, Ian K. T. Tan:
On Automated Essay Grading using Large Language Models. 204-211 - Jie Luo, Lingfeng Kong:
On Enhancing Adversarial Robustness of Large Pre-trained Vision-Language Models. 212-220 - Weishan Cai, Jun Xu:
A Unified Framework for Entity Alignment of Knowledge Graphs. 221-228 - Weijian Qin, Xudong Luo:
A Legal Fact-Finding Model Based on the T5 and LexiLaw Large Language Models. 229-237 - Shuolin Cui, Penglan Liu, Haoyuan Shi, Xiangfu Meng:
KIE-STCformer: Key Information Enhanced Spatio-Temporal Correction Transformer for Time Series Forecasting. 238-244 - Zhenshan Bao, Han Li, Wenbo Zhang:
A Vision Transformer Inference Accelerator for KR260. 245-251 - Weizhuo Liu, Zhe Gao:
Improving Automated Audio Captioning with LLM Decoder and BEATs Audio Encoder. 252-259
Chapter 6 - Machine Learning Models and Algorithms
- Yameng Guo, Qiuzhen Ren, Seppe vanden Broucke:
Understanding Organizational Transitions: Interpretable Top Manager Turnover Prediction using a Heterogeneous Graph Neural Network. 260-266 - Jingjing Wang, Xin Tan:
Recognition of damaged characters in inscriptions: an integrated SVM shallow machine learning and miniCPM-V 2.0 large model aided recognition method. 267-271 - Siying Wang, Runxia Guo, Chao Huang:
RBNN with Cycle-based Parameter Updates and its Application. 272-278 - Jinsong Ren, Ziyuan Li, Song Zhang, Xiaodong Ji, Zitong Wang:
Two-Stream Spatial-Temporal Attention Network for Inland Multi-Bridge Waterway Traffic Prediction. 279-285 - Xu Liao, Zhong Liu:
Efficiently Addressing Training Failures in 3D Elasticity Problems with PINNs. 286-294 - Yiliang Yuan, Mustafa Misir:
Algorithm Selection on Molecular Docking for State-of-the-Art Performance. 295-302 - Abdoul Fatakhou Ba, Yingchi Mao, Hamza Djigal, Abdullahi Uwaisu Muhammad, Evans Baidoo:
Fast Adaptive Momentum Federated Learning. 303-308 - Goutham Bharadwaj Ramesh, Mohamad Chamas, Hanxi Jiang, Eric Sax:
Dynamic Behavior Prediction for In-Cabin Monitoring System Using Temporal Graph Neural Networks with Novel Edge-State Attribute. 309-317 - Rui Wang, Chang Liu, Xinzhuo Wang, Shengxiang Yang, Yaqi Hou:
A Multi-Action Deep Reinforcement Learning Based on BiLSTM for Flexible Job Shop Scheduling Problem with Tight Time. 318-326 - Shuang Liu, Sergey Igorevich Kabanikhin, Sergei Vladimirovich Strijhak:
Regularization of Machine Learning and Linear Algebra. 327-332 - Yi Zheng, Runxia Guo, Guihang Liu:
Combining Graph Neural Networks and Deep Reinforcement Learning for Aircraft Maintenance Stand Scheduling. 333-339 - Iqra Aslam, Igor Anpilogov, Andreas Rausch:
Towards Selection and Transition Between Behavior-Based Neural Networks for Automated Driving. 340-346
Chapter 7 - Text Classification and Sentiment Analysis
- Chang Ma, Hong Yong Tian, Li Xiao Zheng, Kangkang Sun:
Research on Neural Machine Translation Based on Adversarial Knowledge Distillation. 347-353 - Longrun Zhi:
GuidedEmpathy: Guiding Large Language Models for Empathetic Response Generation with Situational Awareness. 354-360 - Wei Liu, Jiacheng Xu, Chengxiang Tan:
An AMR-based Model with Role And Relation Information for Document-level Event Argument Extraction. 361-366 - Bingli Li, Danilo Vasconcellos Vargas:
Extending Token Computation for LLM Reasoning. 367-373 - Haixiang Long, Xudong Luo:
MUNE: A Multi-Level User-News Embedding Model for Personalised News Recommendations. 374-381 - Arwa Almarzoqi, Mohammed Alsuhaibani:
Sentiment Analysis-Based Review of Sentiment Polarity in Translations. 382-391 - Can Wu, Yanping Chen, Ruizhang Huang, Yongbin Qin, Nazaraf Shah:
A Bi-directional Boundary Matching Model for Nested Named Entity Recognition. 392-398 - Qiuyan Ji, Hankiz Yilahun, Seyyare Imam, Askar Hamdulla:
Chinese Named Entity Recognition Based on Adversarial Training and Deep Multi-Granularity Dilated Convolutions. 399-405 - Gianni Costa, Riccardo Ortale:
A Bayesian Generative Approach to Topic-Based Clustering in XML Corpora. 406-411 - Sukun Li, Haitao Luo:
EEG-Based User Identification in Gaming: Comparative Analysis of Emotion Simulations. 412-417
Chapter 8 - Applications of Artificial Intelligence in Information Systems
- Ningquan Zhang, Kaiwen Guo, Bill Li:
Advanced AI in Molecular Biology: Predicting Biological Activity from Molecular Descriptor. 418-423 - Yangbin Xia, Xudong Luo:
Legal Judgment Prediction with LLM and Graph Contrastive Learning Networks. 424-432 - Weiwei Li, Xuan Xia:
FNRS-MSC: Federated News Recommender System Integrating Multiple Self-Attention and Convolution. 433-439 - Zhian Huang, Yu Sun:
Research on Cognitive Diagnosis Model Based on Self Attention Mechanism and Residual Blocks. 440-448 - Elyar Aili, Hankiz Yilahun, Seyyare Imam, Askar Hamdulla:
Relational Representation Augmented Graph Attention Network for Knowledge Graph Completion. 449-455 - Wenchao Fang:
Evolutionary Game Analysis of Universities and Enterprises in Empowering Vocational Education with Artificial Intelligence. 456-465 - Bingtao Chang, Weiping Wen, Xiaojie Wu, Siyang Cheng, Jianchun Jiang, Rui Mei:
TCLens: Towards Toxicity Tags Aggregation of Massive Labels Generated by Content Moderation for AIGC. 466-473 - Yong Lu, Ming Yang, Kaiwen Guo, Ningquan Zhang, Xinfei Lu, Bill Li:
Fusion of Differential Privacy Algorithm and Advanced AI: Innovating Customer Information Protection in Transaction Data. 474-481
Chapter 9 - AI-based Information Systems and Data Management
- Lijuan Hu, Zhuoyuan Zheng:
Causal Feature Selection Algorithm Based on Maximizing Neighbourhood Mutual Information. 482-490 - Yukun Zhang, Yisheng An, Ting Li, Nandong Li, Hao Li, Peng Yang, Zhengge Gao:
Multi-feature Electric Load Forecasting Based on AVMD-LSTM-Informer Model. 491-496 - Yu Zhou, Xinhai Chen, Jie Liu:
PAR-DeepONet: A Novel Physics Informed Operator Learning Method Based On Physical Adaptive Refinement. 497-504 - Yiran Wan:
Application of Transformer-DDQN Model in Straddle Options Trading Strategy. 505-512 - Chao Jiang, Dan He:
Hard disk drive failure prediction model based on Temporal Convolutional Network combined with Auto-Encoder. 513-518 - Nandong Li, Yisheng An, Ting Li, Hao Li, Yukun Zhang, Peng Yang, Zhengge Gao:
Adaptive Cooperative Ant Colony Optimization: A Task Scheduling Method on Heterogeneous Multi-Core Processors. 519-525 - Oussama Sabri, Luc Lehéricy, Alexandre Muzy:
Multi-agent Sequential Learning via Gradient Ascent Credit Assignment. 526-536
Chapter 10 - Next-generation Artificial Intelligence and Engineering Applications
- Stephen Oladipo, Yanxia Sun, Zenghui Wang:
Pelican Optimization Algorithm-based ANFIS for Bolstered Electricity Usage Prediction. 537-543 - Mikhail E. Abramyan, Boris Melnikov:
On some approaches to automatic generation of Waterloo-like automata. 544-550 - Zhike Qin, Yanyan Liu, Shaopu Wang, Chunlei Wang:
CaFGD: Context Auto-Filling via Gradient Descent. 551-557 - Rui Teng:
Property Examination of Double-Zone Presenting Mechanism in The Recovery of IoT Sensor Failure. 558-562 - Xianghe Li, Chenye Ding, Yudi Zhu, Haibo Wang, Bo Qin, Yan Li:
Evolution and Implementation of Artificial Intelligence Literacy by Using BERT-Based System. 563-567 - Boris Melnikov, Elena Melnikova:
Application of rank correlation algorithms for the distance matrices between DNA chains. 568-572 - Yingnan Shi:
Artificial Intelligence Psychological Empowerment Among Asian Australian Immigrant Workers: Navigating Marginalization and Harnessing Artificial Intelligence's Power for Enhanced Workplace Agency. 573-579
Chapter 11 - Advanced Information Theory and Network Security
- Hang Zhao, Sibo Feng, Kai Lu, Zhiyan Ning, Yang Wang, Jinli Liu:
Detection and Alarm of Abnormal Operation and Maintenance Behaviors in Power Systems Based on Multiple Features. 580-584 - Jiuling Yang, Jiayi Shi, Ping Kuang, Zhikun Feng, Kun Xiong, Yuan Shi:
Hybrid ARIMA and DQN Approaches for Stabilizing Network Traffic Flows. 585-593 - Juan Fang, Sheng Lin, Yiming Yan:
RT-DBR: Dynamic Bandwidth Reservation for Real-Time Application on CPU-GPU Heterogeneous SoC. 594-600 - Wei Shi:
Research on Application of Wireless Ad-Hoc Network in Unmanned Ship. 601-606 - Elijah Mwandata Maseno, Zenghui Wang, Yanxia Sun:
Performance Evaluation of Intrusion Detection Systems on the TON_IoT Datasets Using a Feature Selection Method. 607-613 - Jiuling Yang, Jiayi Shi, Ping Kuang, Zhikun Feng, Kun Xiong, Yuan Shi:
Enhancing Cybersecurity: A Proximal Policy Optimization Approach for Security Policy Optimization. 614-620 - Marco Gomes, Luís Costa, Patrícia Anjos Azevedo:
Exploring the Role of Zero-Knowledge Proofs and Generative Adversarial Models to Enhance Secure Data Sharing in Decentralized Environments. 621-624
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