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19th ICIC 2023: Zhengzhou, China - Part II
- De-Shuang Huang, Prashan Premaratne, Baohua Jin, Boyang Qu, Kang-Hyun Jo, Abir Hussain:
Advanced Intelligent Computing Technology and Applications - 19th International Conference, ICIC 2023, Zhengzhou, China, August 10-13, 2023, Proceedings, Part II. Lecture Notes in Computer Science 14087, Springer 2023, ISBN 978-981-99-4741-6
Neural Networks
- Lele Wang, Bin Liu:
Adversarial Ensemble Training by Jointly Learning Label Dependencies and Member Models. 3-20 - Hao Guo, Jiyong Jin, Bin Liu:
PFGE: Parsimonious Fast Geometric Ensembling of DNNs. 21-32 - Chenxi Shi, Lvqing Yang, Lanliang Lin, Yongrong Wu, Shuangyuan Yang, Sien Chen, Bo Yu:
Research on Indoor Positioning Algorithm Based on Multimodal and Attention Mechanism. 33-45 - Chen Yang, Yinyan Zhang, Ameer Hamza Khan:
Undetectable Attack to Deep Neural Networks Without Using Model Parameters. 46-57 - Lei Luo, Shiyuan Han, Zhongtao Li, Jun Yang, Xixin Yang:
A Traffic Flow Prediction Framework Based on Clustering and Heterogeneous Graph Neural Networks. 58-69 - Yunhao Chen
, Yunjie Zhu, Zihui Yan, Zhen Ren, Yifan Huang, Jianlu Shen, Lifang Chen:
Effective Audio Classification Network Based on Paired Inverse Pyramid Structure and Dense MLP Block. 70-84 - Ran Chen, Kai Hu, Zhong-Qiu Zhao:
Dynamic Attention Filter Capsule Network for Medical Images Segmentation. 85-97 - Kai Hu, Ran Chen, Zhong-Qiu Zhao:
Cross-Scale Dynamic Alignment Network for Reference-Based Super-Resolution. 98-108 - Lanjun Wan
Solving Large-Scale Open Shop Scheduling Problem via Link Prediction Based on Graph Convolution Network. 109-123 - Guanyu Chen, Quanyu Wang, Qi Li, Jun Hu, Jingyi Liu:
Solving Class Imbalance Problem in Target Detection with a Squared Cross Entropy Based Method. 124-136 - Huali Yang, Bin Chen, Junjie Hu, Tao Huang, Jing Geng, Linxia Tang:
Modeling Working Memory Using Convolutional Neural Networks for Knowledge Tracing. 137-148 - Jian-Xun Mi, Ke-Yang Huang
A Multi-granularity Decision Fusion Method Based on Category Hierarchy. 149-161 - Xiangxu Meng, Wei Li
Make Active Attention More Active: Using Lipschitz Regularity to Improve Long Sequence Time-Series Forecasting. 162-173 - Zhuo Xie, Mengqi Wu, Guoping Zhao, Lijuan Zhou, Zhaohui Gong, Zhihong Zhang:
Attributed Multi-relational Graph Embedding Based on GCN. 174-186 - Yujia Wu, Xin Guo, Kangning Zhan:
CharCaps: Character-Level Text Classification Using Capsule Networks. 187-198 - Yinan Yang, Li Chen, Shaohui Wu, Zhuang Sun:
Multi-student Collaborative Self-supervised Distillation. 199-210 - Feng Li, Jiusong Luo:
Speech Emotion Recognition Using Global-Aware Cross-Modal Feature Fusion Network. 211-221 - Yu Lu, Huanwen Liang, Zichang Yu, Xianghua Fu:
MT-1DCG: A Novel Model for Multivariate Time Series Classification. 222-234 - Yanan Guo
Surrogate Modeling for Soliton Wave of Nonlinear Partial Differential Equations via the Improved Physics-Informed Deep Learning. 235-246 - Dinghao Chen, Lvqing Yang, Hua Cao, Qingkai Wang, Wensheng Dong, Bo Yu:
TAHAR: A Transferable Attention-Based Adversarial Network for Human Activity Recognition with RFID. 247-259
Pattern Recognition
- Guangyi Chen, Wenfang Xie, Adam Krzyzak:
Improved Blind Image Denoising with DnCNN. 263-271 - Kuiting Yan, Junliang Shang, Juan Wang, Jie Xu, Shasha Yuan:
Seizure Prediction Based on Hybrid Deep Learning Model Using Scalp Electroencephalogram. 272-282 - Yunhao Chen
Data Augmentation for Environmental Sound Classification Using Diffusion Probabilistic Model with Top-K Selection Discriminator. 283-295 - Hanqing Ding
Improved DetNet Algorithm Based on GRU for Massive MIMO Systems. 296-307 - Jie Xu, Juan Wang, Jin-Xing Liu, Junliang Shang, Lingyun Dai, Kuiting Yan, Shasha Yuan:
Epileptic Seizure Detection Based on Feature Extraction and CNN-BiGRU Network with Attention Mechanism. 308-319 - Hui Li
Information Potential Based Rolling Bearing Defect Classification and Diagnosis. 320-329 - Amine Essa, Abdullah Zaidan, Suhaib Ziad, Mohamed Elmeligy, Sam Ansari, Haya Alaskar, Soliman A. Mahmoud, Ayad Turky
Electrocardiogram Signal Noise Reduction Application Employing Different Adaptive Filtering Algorithms. 330-342 - Feng Li, Yujun Hu:
Improving the Accuracy of Deep Learning Modelling Based on Statistical Calculation of Mathematical Equations. 343-353 - Cang Chen, Weifang Xie, Zhiqi Cai, Yu Lu:
Deep Learning for Cardiotocography Analysis: Challenges and Promising Advances. 354-366 - Iqra Hameed
Exploiting Active-IRS by Maximizing Throughput in Wireless Powered Communication Networks. 367-376 - Li Shang, Yuze Zhang, Bo Huang:
Palmprint Recognition Utilizing Modified LNMF Method. 377-388 - Shijie Li, Yifei Yang, Mingyang Zhong:
PECA-Net: Pyramidal Attention Convolution Residual Network for Architectural Heritage Images Classification. 389-400 - Fei Pan, Jie Guo, Yan-Wen Guo:
Convolutional Self-attention Guided Graph Neural Network for Few-Shot Action Recognition. 401-412 - Shouwang Huang, Ruiqi Fan, Shichao Wu
DisGait: A Prior Work of Gait Recognition Concerning Disguised Appearance and Pose. 413-425
Image Processing
- Guangyi Chen, Wenfang Xie, Adam Krzyzak:
An Experimental Study on MRI Denoising with Existing Image Denoising Methods. 429-437 - Nianzu Qiao, Jia Sun, Lu Dong:
Multi-scale and Self-mutual Feature Distillation. 438-448 - Yu Liu, Xue Fan, Shiyuan Han, Weiwei Yu:
A Novel Multi-task Architecture for Vanishing Point Assisted Road Segmentation and Guidance in Off-Road Environments. 449-460 - Jianhao Zhang, Gang Yang, Chang Liu:
DCNet: Glass-Like Object Detection via Detail-Guided and Cross-Level Fusion. 461-472 - Jiarui Ma, Yangqing Hou:
A Method for Detecting and Correcting Specular Highlights in Capsule Endoscope Images Based on Independent Cluster Distribution. 473-484 - Jia Wen, Kejun Ren, Yang Xiang, Dandan Tang:
Siamese Adaptive Template Update Network for Visual Tracking. 485-497 - YaTe Liu, Chun-Hou Zheng, Jun Zhang, Bing Wang, Peng Chen:
Collaborative Encoder for Accurate Inversion of Real Face Image. 498-505 - Siqi Zhu, Chunmei Qing, Xiangmin Xu:
Text-Guided Generative Adversarial Network for Image Emotion Transfer. 506-522 - Prashan Premaratne
What Constitute an Effective Edge Detection Algorithm? 523-530 - Jin Yuan, Zhangjin Huang, Dongyan Zhang, Xue Yang, Chunyan Gu:
SporeDet: A Real-Time Detection of Wheat Scab Spores. 531-543 - Zhihua Xie, Chuwei Zhao:
Micro-expression Recognition Based on Dual-Branch Swin Transformer Network. 544-554 - Wenheng Jiang, Yuehui Chen, Yi Cao, Yaou Zhao:
CC-DBNet: A Scene Text Detector Combining Collaborative Learning and Cascaded Feature Fusion. 555-566 - Daiwei Xie, Jin-Wu Wang, Zhenmin Dai:
A Radar Video Compression and Display Method Based on FPGA. 567-575 - Jian Shu
SA-GAN: Chinese Character Style Transfer Based on Skeleton and Attention Model. 576-587 - Wenzheng Liu, Yaojie Chen:
IL-YOLOv5: A Ship Detection Method Based on Incremental Learning. 588-600 - Lejun Pan, Wenyan Wang, Kun Lu, Jun Zhang, Peng Chen, Jiawei Ni, Chenlin Zhu, Bing Wang:
Efficient and Precise Detection of Surface Defects on PCBs: A YOLO Based Approach. 601-613 - Chenlin Zhu, Wenyan Wang, Kun Lu, Jun Zhang, Peng Chen, Lejun Pan, Jiawei Ni, Bing Wang:
Corneal Ulcer Automatic Classification Network Based on Improved Mobile ViT. 614-625 - Jiawei Ni, Kun Lu, Jun Zhang, Peng Chen, Lejun Pan, Chenlin Zhu, Bing Wang, Wenyan Wang:
Multiple Classification Network of Concrete Defects Based on Improved EfficientNetV2. 626-638 - Lijing Bu, Dong Dai, Zhengpeng Zhang, Xinyu Xie, Mingjun Deng:
A Lightweight Hyperspectral Image Super-Resolution Method Based on Multiple Attention Mechanisms. 639-651 - Tongyao Jia
Graph Disentangled Representation Based Semi-supervised Single Image Dehazing Network. 652-663 - Benxin Yang, Yaojie Chen:
Surface Target Saliency Detection in Complex Environments. 664-675 - Tang Shuyuan
Traffic Sign Recognition Based on Improved VGG-16 Model. 676-687 - Xiaobin Lan
A Weakly Supervised Semantic Segmentation Method on Lung Adenocarcinoma Histopathology Images. 688-698 - QingYu Ren, Bingrui Zhao, TingShuo Jiang, Weize Gao:
Improved Lane Line Detection Algorithms Based on Incomplete Line Fitting. 699-709 - Zhihua Du, Xin Xia, Min Fang, Li Yu, Jianqiang Li:
A Deep Transfer Fusion Model for Recognition of Acute Lymphoblastic Leukemia with Few Samples. 710-721 - Jie Gao, Shaoqi Yan
IntrNet: Weakly Supervised Segmentation of Thyroid Nodules Based on Intra-image and Inter-image Semantic Information. 722-734
Computational Intelligence and Its Application
- Lina Ge, Hao Zhang, Haiao Li:
Novel Ensemble Method Based on Improved k-nearest Neighbor and Gaussian Naive Bayes for Intrusion Detection System. 737-748 - Yue Zhang
A Hybrid Queueing Search and Gradient-Based Algorithm for Optimal Experimental Design. 749-760 - Xiao Wang, Lina Ge, Guifeng Zhang:
A Review of Client Selection Mechanisms in Heterogeneous Federated Learning. 761-772 - Sijie Li, Lvqing Yang, Sien Chen, Jianwen Ding, Wensheng Dong, Bo Yu, Qingkai Wang, Menghao Wang:
ARFG: Attach-Free RFID Finger-Tracking with Few Samples Based on GAN. 773-784 - Huajuan Huang, Shixian Huang, Xiuxi Wei, Yongquan Zhou:
GM(1,1) Model Based on Parallel Quantum Whale Algorithm and Its Application. 785-797 - Xiuxi Wei, Haixuan He, Huajuan Huang, Yongquan Zhou:
3D Path Planning Based on Improved Teaching and Learning Optimization Algorithm. 798-809
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