Repeated K-means Clustering Algorithm For Radar Sorting

JOURNAL ARTICLE published 5 December 2024 in Journal of the Korea Institute of Military Science and Technology

Research funded by LIG Nex1 (G01220631)

Authors: Dong Hyun ParK | Dong-ho Seo | Jee-hyeon Baek | Won-jin Lee | Dong Eui Chang

Robust deep fuzzy K-means clustering for image data

JOURNAL ARTICLE published September 2024 in Pattern Recognition

Authors: Xiaoling Wu | Yu-Feng Yu | Long Chen | Weiping Ding | Yingxu Wang

Pattern recognition frequency-based feature selection with multi-objective discrete evolution strategy for high-dimensional medical datasets

JOURNAL ARTICLE published September 2024 in Expert Systems with Applications

Authors: Hossein Nematzadeh | José García-Nieto | José F. Aldana-Montes | Ismael Navas-Delgado

SurvivalLVQ: Interpretable supervised clustering and prediction in survival analysis via Learning Vector Quantization

JOURNAL ARTICLE published September 2024 in Pattern Recognition

Authors: Jasper de Boer | Klest Dedja | Celine Vens

OpenInst: A simple query-based method for open-world instance segmentation

JOURNAL ARTICLE published September 2024 in Pattern Recognition

Research funded by NSFC (62276108)

Authors: Cheng Wang | Guoli Wang | Qian Zhang | Peng Guo | Wenyu Liu | Xinggang Wang

Unified multi-level neighbor clustering for Source-Free Unsupervised Domain Adaptation

JOURNAL ARTICLE published September 2024 in Pattern Recognition

Authors: Yuzhe Xiao | Guangyi Xiao | Hao Chen

Explainable prediction of surface roughness in multi-jet polishing based on ensemble regression and differential evolution method

JOURNAL ARTICLE published September 2024 in Expert Systems with Applications

Authors: Yueyue Wang | Zongbao He | Shutong Xie | Ruoxin Wang | Zili Zhang | Shimin Liu | Suiyan Shang | Pai Zheng | Chunjin Wang

A two-stage frequency-domain generation algorithm based on differential evolution for black-box adversarial samples

JOURNAL ARTICLE published September 2024 in Expert Systems with Applications

Research funded by National Natural Science Foundation of China (62203446,62133015,62273348) | Fundamental Research Funds for the Central Universities (2022QN1055) | China Postdoctoral Science Foundation (2023T160687)

Authors: Xianfang Song | Denghui Xu | Chao Peng | Yong Zhang | Yu Xue

Scene recovery: Combining visual enhancement and resolution improvement

JOURNAL ARTICLE published September 2024 in Pattern Recognition

Authors: Hao Zhang | Te Qi | Tieyong Zeng

A ranking-based problem transformation method for weakly supervised multi-label learning

JOURNAL ARTICLE published September 2024 in Pattern Recognition

Research funded by Fundamental Research Funds for the Central Universities (xzy022023058)

Authors: Jiaxuan Li | Xiaoyan Zhu | Weichu Zhang | Jiayin Wang

Distributed statistical learning algorithm for nonlinear regression with autoregressive errors

JOURNAL ARTICLE published September 2024 in Pattern Recognition

Authors: Shaomin Li | Xiaofei Sun | Kangning Wang

A novel multi-criteria conflict evidence combination method and its application to pattern recognition

JOURNAL ARTICLE published August 2024 in Information Fusion

Authors: Yilin Dong | Ningning Jiang | Rigui Zhou | Changming Zhu | Lei Cao | Tianyu Liu | Yuzhuo Xu | Xinde Li

Fast main density peak clustering within relevant regions via a robust decision graph

JOURNAL ARTICLE published August 2024 in Pattern Recognition

Authors: Junyi Guan | Sheng Li | Jinhui Zhu | Xiongxiong He | Jiajia Chen

On the use of the differential evolution algorithm for truss-type structures optimization

JOURNAL ARTICLE published August 2024 in Applied Soft Computing

Authors: Oscar Contreras-Bejarano | Jesús Daniel Villalba-Morales

Formulation analysis of functional fragrance via polar-gradient extraction method and chemometrics pattern recognition

JOURNAL ARTICLE published August 2024 in Talanta

Research funded by Natural Science Foundation of Hunan Province (2020JJ1004) | National Natural Science Foundation of China (32172300) | Hunan Provincial Innovation Foundation for Postgraduate (CX20221221) | Science and Technology Innovation Talents in Universities of Henan Province (23HASTIT048) | Scientific Research Foundation of Hunan Provincial Education Department (20A227)

Authors: Meijin Wang | Wanru Wang | Xiaohua Zhang | Guilin Dai | Kewen Tang

Enhanced differential evolution algorithm for feature selection in tuberculous pleural effusion clinical characteristics analysis

JOURNAL ARTICLE published July 2024 in Artificial Intelligence in Medicine

Research funded by Wenzhou Municipal Science and Technology Bureau (2023Y0719) | National Natural Science Foundation of China (62076185,62301367) | Natural Science Foundation of Zhejiang Province (LZ22F020005,LQ24F020002,LTGS23E070001)

Authors: Xinsen Zhou | Yi Chen | Wenyong Gui | Ali Asghar Heidari | Zhennao Cai | Mingjing Wang | Huiling Chen | Chengye Li

Object detection in drone video based on recurrent motion attention

JOURNAL ARTICLE published July 2024 in Pattern Recognition Letters

Research funded by Natural Science Foundation of Hunan Province (2021JJ20054) | National Natural Science Foundation of China (U23B2032,61,973,309)

Authors: Zihao Zhou | Xianguo Yu | Xiangke Wang

MOD-YOLO: Multispectral object detection based on transformer dual-stream YOLO

JOURNAL ARTICLE published July 2024 in Pattern Recognition Letters

Research funded by National Natural Science Foundation of China (61601382,62106209)

Authors: Yanhua Shao | Qimeng Huang | yanying Mei | hongyu Chu

Sharp analysis of L1−2 method on graded mesh for time fractional parabolic differential equation

JOURNAL ARTICLE published July 2024 in Applied Mathematics Letters

Authors: Jiliang Cao | Wansheng Wang | Aiguo Xiao

Manifold assistant multi-modal multi-objective differential evolution algorithm and its application in actual rolling bearing fault diagnosis

JOURNAL ARTICLE published July 2024 in Engineering Applications of Artificial Intelligence

Research funded by Shandong University (20820211010) | National Natural Science Foundation of China (61803227,61803227,61973184,61973184) | China Postdoctoral Science Foundation (2023M743530) | Natural Science Foundation of Shandong Province (ZR2023MF005)

Authors: Xiongyan Yang | Xianfeng Yuan | Lin Dong | Xiaoxue Mei | Ke Chen