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Special Issue: Recent advances and applications in pattern recognition

Guest Editor

Prof. William Guo
Central Queensland University, Australia
Research Interests: mathematics education; computational intelligence; data mining; modelling and simulation


Dr. Xiaoxin Sun
Northeast Normal University, China
Research Interest: deep learning; natural language processing; intelligent recommendation systems


Dr. AL-Khazraji Huthaifa
University of Technology, Iraq
Research Interest: applied artificial intelligence; optimization


Dr. Zhenglin Wang
Central Queensland University, Australia
Research Interest: image processing; pattern recognition; modelling and simulation

Manuscript Topics


Pattern recognition is an essential field of study that focuses on the identification and classification of patterns in various data types, ranging from images and signals to textual and numerical data. Over the years, significant advancements have been made in pattern recognition algorithms, techniques, and applications, leading to improved accuracy and efficiency in many real-world scenarios. This special issue aims to showcase the latest research developments, novel methodologies, and practical applications in the field of pattern recognition.


The special issue invites original research articles, reviews, and survey papers that address recent advances and applications in pattern recognition. Topics of interest include, but are not limited to:


• Deep learning techniques for pattern recognition
• Feature extraction and selection methods
• Statistical and probabilistic pattern recognition
• Ensemble learning and multiple classifier systems
• Pattern recognition in computer vision and image processing
• Pattern recognition in biometrics and authentication
• Pattern recognition in natural language processing and text mining
• Pattern recognition in speech and audio processing
• Pattern recognition in data mining and knowledge discovery
• Pattern recognition in bioinformatics and biomedical data analysis
• Pattern recognition in Internet of Things (IoT) and sensor networks
• Pattern recognition in social media analysis and recommendation systems
• Pattern recognition in cybersecurity and anomaly detection
• Pattern recognition in pattern matching and similarity search
• Applications of pattern recognition in various domains (e.g., healthcare, finance, transportation, etc.)


All submissions will undergo a rigorous peer-review process to ensure the quality and relevance of accepted papers. Manuscripts should be original and not previously published or currently under review elsewhere. Accepted papers in this special issue will be published in the upcoming regular issue of ERA once the process is completed, with a permanent online display under this special issue.


Instructions for authors
https://www.aimspress.com/era/news/solo-detail/instructionsforauthors
Please submit your manuscript to online submission system
https://aimspress.jams.pub/

Paper Submission

All manuscripts will be peer-reviewed before their acceptance for publication. The deadline for manuscript submission is 31 July 2024

Published Papers(7)

Research article
ViT-DualAtt: An efficient pornographic image classification method based on Vision Transformer with dual attention
Zengyu Cai Liusen Xu Jianwei Zhang Yuan Feng Liang Zhu Fangmei Liu
2024, Volume 32, Issue 12: 6698-6716. doi: 10.3934/era.2024313
Abstract HTML PDF Cited (1) Viewed (970)
Research article
Breast mass lesion area detection method based on an improved YOLOv8 model
Yihua Lan Yingjie Lv Jiashu Xu Yingqi Zhang Yanhong Zhang
2024, Volume 32, Issue 10: 5846-5867. doi: 10.3934/era.2024270
Abstract HTML PDF Cited (3) Viewed (1291)
Research article
Semantic segmentation of substation tools using an improved ICNet network
Guozhong Liu Qiongping Tang Changnian Lin An Xu Chonglong Lin Hao Meng Mengyu Ruan Wei Jin
2024, Volume 32, Issue 9: 5321-5340. doi: 10.3934/era.2024246
Abstract HTML PDF Viewed (1029)
Research article
An image filtering method for dataset production
Ling Li Dan He Cheng Zhang
2024, Volume 32, Issue 6: 4164-4180. doi: 10.3934/era.2024187
Abstract HTML PDF Viewed (1277)
Research article
Multiscale lung nodule segmentation based on 3D coordinate attention and edge enhancement
Jinjiang Liu Yuqin Li Wentao Li Zhenshuang Li Yihua Lan
2024, Volume 32, Issue 5: 3016-3037. doi: 10.3934/era.2024138
Abstract HTML PDF Cited (2) Viewed (1750)
Research article
A fast matrix completion method based on truncated L2,1 norm minimization
Zhengyu Liu Yufei Bao Changhai Wang Xiaoxiao Chen Qing Liu
2024, Volume 32, Issue 3: 2099-2119. doi: 10.3934/era.2024095
Abstract HTML PDF Viewed (1453)
Research article
Attention-guided cross-modal multiple feature aggregation network for RGB-D salient object detection
Bojian Chen Wenbin Wu Zhezhou Li Tengfei Han Zhuolei Chen Weihao Zhang
2024, Volume 32, Issue 1: 643-669. doi: 10.3934/era.2024031
Abstract HTML PDF Cited (2) Viewed (2309)