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Table of Contents
Intelligent Information Processing XI
Zhongzhi Shi, Jean-Daniel Zucker, Bo An
Front Matter

Machine Learning


An AdaBoost Based - Deep Stochastic Configuration Network
Chenglong Zhang, Ding Shifei, Ling Ding
3-14
Comparative Study of Chaos-Embedded Particle Swarm Optimization
Dongping Tian, Bingchun Li, Chen Liu, Haiyan Li, Ling Yuan
15-29
A Novel Feature Selection Algorithm Based on Aquila Optimizer for COVID-19 Classification
Ling Li, Jeng-Shyang Pan, Zhongjie Zhuang, Shu-Chuan Chu
30-41
Inductive Light Graph Convolution Network for Text Classification Based on Word-Label Graph
Jinze Shi, Xiaoming Wu, Xiangzhi Liu, Wenpeng Lu, Shu Li
42-55
Sparse Subspace Clustering Based on Adaptive Parameter Training
Kexuan Zhu, Min Li
56-64
A Hybrid Multi-objective Optimization Algorithm with Improved Neighborhood Rough Sets for Feature Selection
Tao Li, Jiucheng Xu, Meng Yuan, Zhigang Gao
65-79
Augmenting Convolution Neural Networks by Utilizing Attention Mechanism for Knowledge Tracing
Meng Zhang, Liang Chang, Tieyuan Liu, Chen Wei
80-86

Data Mining


Interactive Mining of User-Preferred Co-location Patterns Based on SVM
Yuxiang Zhang, Xuguang Bao, Liang Chang, Tianlong Gu
89-100
Classification Between Rumors and Explanations of Rumors Based on Common and Difference Subsequences of Sentences
Xiaoping Sun, Junsheng Zhang, Yufei Sang
101-113
Double-Channel Multi-layer Information Fusion for Text Matching
Guoxi Zhang, Yongquan Dong, Huafeng Chen
114-123
Augmenting Context Representation with Triggers Knowledge for Relation Extraction
En Li, Shumin Shi, Zhikun Yang, He Yan Huang
124-135
Does Large Pretrained Dataset Always Help? On the Effect of Dataset Size on Big Transfer Model
Rui Li, Yang Tian, Qibin Chen, Xiangyu Zhu, Yongfei Jia, Hui Zhang, Xue Li, Kai Jiang, Qiang Duan
136-147
Using Multi-level Attention Based on Concept Embedding Enrichen Short Text to Classification
Ben You, Xiaohong Li, Qixuan Peng, Ruihong Li
148-155

Multiagent Systems


Pre-loaded Deep-Q Learning
Tristan Falck, Elizabeth Ehlers
159-172
Resource Scheduling for Human-Machine Collaboration in Multiagent Systems
Yifeng Zhou, Kai Di, Zichen Dong, Yichuan Jiang
173-184

Social Computing


Automatic Generation and Analysis of Role Relation Network from Emergency Plans
Hongkun Zhao, Qingtian Zeng, Wenyan Guo, Weijian Ni
187-202
Information Tracking Extraction for Emergency Scenario Response
Hua Zhao, Xiaoqian Li, Peixin Zhang, Zhengguo Song
203-215
Neighborhood Network for Aspect-Based Sentiment Analysis
Huan Liu, Quansheng Dou
216-227
A Hybrid Parallel Algorithm With Multiple Improved Strategies
Tingting Wang, Jeng-Shyang Pan, Pei-Cheng Song, Shu-Chuan Chu
228-242

Blockchain Technology


Research on Blockchain Privacy Protection Mechanism in Financial Transaction Services Based on Zero-Knowledge Proof and Federal Learning
Maoguang Wang, Tianming Wang, Haoyue Ji
245-259
A Distributed Supply Chain Architecture Based on Blockchain Technology
Peng Zhao, Shiren Ye
260-273

Game Theory and Emotion


A Game-Theoretic Analysis of Impulse Purchase
Kaili Sun, Xudong Luo
277-289
A Self-supervised Strategy for the Robustness of VQA Models
Jingyu Su, Chuanhao Li, Chenchen Jing, Yuwei Wu
290-298
Employing Contrastive Strategies for Multi-label Textual Emotion Recognition
Yangyang Zhou, Xin Kang, Fuji Ren
299-310

Pattern Recognition


Fault Localization Based on Deep Neural Network and Execution Slicing
Wei-Dong Zhao, Xin-Ling Li, Ming Wang
313-326
Defect Detection and Classification of Strip Steel Based on Improved VIT Model
Lina Xing, Tinghui Li, Honghui Fan, Hongjin Zhu
327-335
ROSES: A Novel Semi-supervised Feature Selector
Xiaoyu Zhang, Keyu Liu, Jing Ba, Xin Yang, Xibei Yang
336-347
Improving Speech Emotion Recognition by Fusing Pre-trained and Acoustic Features Using Transformer and BiLSTM
Zheng Liu, Xin Kang, Fuji Ren
348-357
A Pear Leaf Diseases Image Recognition Model Based on Capsule Network
Zhida Jia, Wenqian Mu, Junhua Gong, Yi Zong, Yongjie Liu
358-368
Software Defect Prediction Method Based on Cost-Sensitive Random Forest
Wei-Dong Zhao, Sheng-Dong Zhang, Ming Wang
369-381
Fault Diagnosis of Sewage Treatment Equipment Based on Feature Selection
Mingzhu Lou
382-398
Attention Adaptive Chinese Named Entity Recognition Based on Vocabulary Enhancement
Ping Zhao, Quansheng Dou, Ping Jiang
399-406

Image Processing


A HEp-2 Cell Image Classification Model Based on Deep Residual Shrinkage Network Combined with Dilated Convolution
Chen Wang, Tao He, Jiansheng Liu, Dapeng Li, Yingyou Wen
409-418
A Method on Online Learning Video Recommendation Method Based on Knowledge Graph
Xin Chen, Yuhong Sun, Tong Zhou, Qingtian Zeng, Huafang Qi
419-430
Data Transformation for Super-Resolution on Ocean Remote Sensing Images
Yuting Yang, Kin-Man Lam, Xin Sun, Junyu Dong, Muwei Jian, Hanjiang Luo
431-443
A Novel RGBD Image Superpixel Segmentation Intergrated Depth Map Quality
Weiyi Wei, Wenxia Chen, Hong Tao
444-456
Super-Resolution of Defocus Thread Image Based on Cycle Generative Adversarial Networks
Pengfei Jiang, Wangqing Xu, Jinping Li
457-472
Multi-instance Learning for Semantic Image Analysis
Dongping Tian, Ying Zhang
473-484
High-Resolution Remote Sensing Image Semantic Segmentation Method Based on Improved Encoder-Decoder Convolutional Neural Network
Xinyu Zhang, Ying Zhang, Jianfei Chen, Huijun Du
485-492

Applications


A Method for AGV Double-Cycling Scheduling at Automated Container Terminals
Hongchang Zhang, Liang Qi, Huijuan Ma
495-507
Predicting Student Performance in Online Learning Using a Highly Efficient Gradient Boosting Decision Tree
Chang Wang, Liang Chang, Tieyuan Liu
508-521
Adapting on Road Traffic-Oriented Controlled Optimization of Phases to Heterogeneous Intersections
Ziyan Qiao, Rui Sun, Shiyao Chen, Dong Zi, Xingyu Wu, Qian Wang, Endong Tong, Wenjia Niu, Jiqiang Liu
522-535
A Method of Garbage Quantity Prediction Based on Population Change
Qiumei Yu, Hongjie Wan, Junchen Ma, Huakang Li, Guozi Sun
536-548

 


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