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IFIP IIP 2022: Qingdao, China
- Zhongzhi Shi, Jean-Daniel Zucker, Bo An:
Intelligent Information Processing XI - 12th IFIP TC 12 International Conference, IIP 2022, Qingdao, China, May 27-30, 2022, Proceedings. IFIP Advances in Information and Communication Technology 643, Springer 2022, ISBN 978-3-031-03947-8
Machine Learning
- Chenglong Zhang
, Shifei Ding, Ling Ding:
An AdaBoost Based - Deep Stochastic Configuration Network. 3-14 - Dongping Tian, Bingchun Li, Chen Liu, Haiyan Li, Ling Yuan:
Comparative Study of Chaos-Embedded Particle Swarm Optimization. 15-29 - Ling Li
A Novel Feature Selection Algorithm Based on Aquila Optimizer for COVID-19 Classification. 30-41 - Jinze Shi, Xiaoming Wu, Xiangzhi Liu, Wenpeng Lu, Shu Li:
Inductive Light Graph Convolution Network for Text Classification Based on Word-Label Graph. 42-55 - Kexuan Zhu
Sparse Subspace Clustering Based on Adaptive Parameter Training. 56-64 - Tao Li
A Hybrid Multi-objective Optimization Algorithm with Improved Neighborhood Rough Sets for Feature Selection. 65-79 - Meng Zhang, Liang Chang, Tieyuan Liu, Chen Wei:
Augmenting Convolution Neural Networks by Utilizing Attention Mechanism for Knowledge Tracing. 80-86
Data Mining
- Yuxiang Zhang, Xuguang Bao, Liang Chang, Tianlong Gu:
Interactive Mining of User-Preferred Co-location Patterns Based on SVM. 89-100 - Xiaoping Sun, Junsheng Zhang, Yufei Sang:
Classification Between Rumors and Explanations of Rumors Based on Common and Difference Subsequences of Sentences. 101-113 - Guoxi Zhang
Double-Channel Multi-layer Information Fusion for Text Matching. 114-123 - En Li, Shumin Shi, Zhikun Yang, He Yan Huang:
Augmenting Context Representation with Triggers Knowledge for Relation Extraction. 124-135 - Xue Li, Kai Jiang, Qiang Duan, Rui Li, Yang Tian, Qibin Chen, Xiangyu Zhu, Yongfei Jia, Hui Zhang:
Does Large Pretrained Dataset Always Help? On the Effect of Dataset Size on Big Transfer Model. 136-147 - Ben You, Xiaohong Li, Qixuan Peng, Ruihong Li:
Using Multi-level Attention Based on Concept Embedding Enrichen Short Text to Classification. 148-155
Multiagent Systems
- Tristan Falck, Elize Ehlers:
Pre-loaded Deep-Q Learning. 159-172 - Yifeng Zhou, Kai Di, Zichen Dong, Yichuan Jiang:
Resource Scheduling for Human-Machine Collaboration in Multiagent Systems. 173-184
Social Computing
- Hongkun Zhao, Qingtian Zeng, Wenyan Guo, Weijian Ni:
Automatic Generation and Analysis of Role Relation Network from Emergency Plans. 187-202 - Hua Zhao
Information Tracking Extraction for Emergency Scenario Response. 203-215 - Huan Liu, Quansheng Dou:
Neighborhood Network for Aspect-Based Sentiment Analysis. 216-227 - Tingting Wang, Jeng-Shyang Pan
A Hybrid Parallel Algorithm With Multiple Improved Strategies. 228-242
Blockchain Technology
- Maoguang Wang, Tianming Wang, Haoyue Ji:
Research on Blockchain Privacy Protection Mechanism in Financial Transaction Services Based on Zero-Knowledge Proof and Federal Learning. 245-259 - Peng Zhao, Shiren Ye:
A Distributed Supply Chain Architecture Based on Blockchain Technology. 260-273
Game Theory and Emotion
- Kaili Sun, Xudong Luo:
A Game-Theoretic Analysis of Impulse Purchase. 277-289 - Jingyu Su, Chuanhao Li, Chenchen Jing, Yuwei Wu:
A Self-supervised Strategy for the Robustness of VQA Models. 290-298 - Yangyang Zhou
Employing Contrastive Strategies for Multi-label Textual Emotion Recognition. 299-310
Pattern Recognition
- Weidong Zhao, Xin-Ling Li, Ming Wang:
Fault Localization Based on Deep Neural Network and Execution Slicing. 313-326 - Lina Xing, Tinghui Li, Honghui Fan, Hongjin Zhu:
Defect Detection and Classification of Strip Steel Based on Improved VIT Model. 327-335 - Xiaoyu Zhang, Keyu Liu, Jing Ba, Xin Yang, Xibei Yang:
ROSES: A Novel Semi-supervised Feature Selector. 336-347 - Zheng Liu, Xin Kang, Fuji Ren:
Improving Speech Emotion Recognition by Fusing Pre-trained and Acoustic Features Using Transformer and BiLSTM. 348-357 - Zhida Jia, Wenqian Mu, Junhua Gong, Yi Zong, Yongjie Liu:
A Pear Leaf Diseases Image Recognition Model Based on Capsule Network. 358-368 - Weidong Zhao, Sheng-Dong Zhang, Ming Wang:
Software Defect Prediction Method Based on Cost-Sensitive Random Forest. 369-381 - Mingzhu Lou:
Fault Diagnosis of Sewage Treatment Equipment Based on Feature Selection. 382-398 - Ping Zhao, Quansheng Dou, Ping Jiang:
Attention Adaptive Chinese Named Entity Recognition Based on Vocabulary Enhancement. 399-406
Image Processing
- Chen Wang, Tao He, Jiansheng Liu, Dapeng Li, Yingyou Wen:
A HEp-2 Cell Image Classification Model Based on Deep Residual Shrinkage Network Combined with Dilated Convolution. 409-418 - Xin Chen
A Method on Online Learning Video Recommendation Method Based on Knowledge Graph. 419-430 - Yuting Yang, Kin-Man Lam, Xin Sun
Data Transformation for Super-Resolution on Ocean Remote Sensing Images. 431-443 - Weiyi Wei, Wenxia Chen, Hong Tao:
A Novel RGBD Image Superpixel Segmentation Intergrated Depth Map Quality. 444-456 - Pengfei Jiang
Super-Resolution of Defocus Thread Image Based on Cycle Generative Adversarial Networks. 457-472 - Dongping Tian, Ying Zhang:
Multi-instance Learning for Semantic Image Analysis. 473-484 - Xinyu Zhang, Ying Zhang, Jianfei Chen, Huijun Du:
High-Resolution Remote Sensing Image Semantic Segmentation Method Based on Improved Encoder-Decoder Convolutional Neural Network. 485-492
Applications
- Hongchang Zhang, Liang Qi, Huijuan Ma:
A Method for AGV Double-Cycling Scheduling at Automated Container Terminals. 495-507 - Chang Wang, Liang Chang, Tieyuan Liu:
Predicting Student Performance in Online Learning Using a Highly Efficient Gradient Boosting Decision Tree. 508-521 - Ziyan Qiao
Adapting on Road Traffic-Oriented Controlled Optimization of Phases to Heterogeneous Intersections. 522-535 - Qiumei Yu, Hongjie Wan, Junchen Ma, Huakang Li, Guozi Sun:
A Method of Garbage Quantity Prediction Based on Population Change. 536-548
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