Issue 9/2024
Content (34 Articles)
Identification of subtypes in digestive system tumors based on multi-omics data and graph convolutional network
- Original Article
Lin Zhou, Ning Wang, Zhengzhi Zhu, Hongbo Gao, Yi Zhou, Mingxing Fang
A novel Swin transformer approach utilizing residual multi-layer perceptron for diagnosing brain tumors in MRI images
- Open Access
- Original Article
Ishak Pacal
Feature selection with clustering probabilistic particle swarm optimization
- Original Article
Jinrui Gao, Ziqian Wang, Zhenyu Lei, Rong-Long Wang, Zhengwei Wu, Shangce Gao
An efficient multi-source information fusion approach for dynamic interval-valued data via fuzzy approximate conditional entropy
- Original Article
Ke Cai, Weihua Xu
A group incremental feature selection based on knowledge granularity under the context of clustering
- Original Article
Baohua Liang, Yong Liu, Jiangyin Lu, Houjiang He
Towards exploiting linear regression for multi-class/multi-label classification: an empirical analysis
- Original Article
Bin-Bin Jia, Jun-Ying Liu, Min-Ling Zhang
Pattern learning for scheduling microservice workflow to cloud containers
- Original Article
Wenzheng Li, Xiaoping Li, Long Chen
Knowledge transfer enabled reinforcement learning for efficient and safe autonomous ship collision avoidance
- Original Article
Chengbo Wang, Ning Wang, Hongbo Gao, Leihao Wang, Yizhuo Zhao, Mingxing Fang
Robust graph neural networks with Dirichlet regularization and residual connection
- Original Article
Kaixuan Yao, Zijin Du, Ming Li, Feilong Cao, Jiye Liang
Rcoco: contrastive collective link prediction across multiplex network in Riemannian space
- Original Article
Li Sun, Mengjie Li, Yong Yang, Xiao Li, Lin Liu, Pengfei Zhang, Haohua Du
Emerging trends in federated learning: from model fusion to federated X learning
- Open Access
- Original Article
Shaoxiong Ji, Yue Tan, Teemu Saravirta, Zhiqin Yang, Yixin Liu, Lauri Vasankari, Shirui Pan, Guodong Long, Anwar Walid
Gait coordination feature modeling and multi-scale gait representation for gait recognition
- Original Article
Dandan Zhu, Laihu Ji, Liping Zhu, Chengyang Li
Scalable decision fusion algorithm for enabling decentralized computation in distributed, big data clustering problems
- Original Article
H. S. Jennath, S. Asharaf
Btda: basis transformation based distribution alignment for imbalanced semi-supervised learning
- Original Article
Jinhuang Ye, Xiaozhi Gao, Zuoyong Li, Jiawei Wu, Xiaofeng Xu, Xianghan Zheng
Teaching content recommendations in music appreciation courses via graph embedding learning
- Original Article
Dugang Liu, Xiaolin Lin, Lingjie Li, Zishan Ming
Framelet-based dual hypergraph neural networks for student performance prediction
- Original Article
Yazhi Yang, Jiandong Shi, Ming Li, Hamido Fujita
Improving world models for robot arm grasping with backward dynamics prediction
- Original Article
Yetian Yuan, Shuze Wang, Yunpeng Mei, Weipu Zhang, Jian Sun, Gang Wang
Knowledge graph completion model based on hyperbolic hierarchical attention network
- Original Article
Jiaohuang Luo, Changlong Song
A multi-label image classification method combining multi-stage image semantic information and label relevance
- Original Article
Liwen Wu, Lei Zhao, Peigeng Tang, Bin Pu, Xin Jin, Yudong Zhang, Shaowen Yao
BiL-FaND: leveraging ensemble technique for efficient bilingual fake news detection
- Original Article
Saad Munir, M. Asif Naeem
Structural entropy minimization combining graph representation for money laundering identification
- Open Access
- Original Article
Shaojiang Wang, Pengcheng Wang, Bin Wu, Yifan Zhu, Wei Luo, Yicheng Pan
Enhancing Spotted Hyena optimization with fuzzy logic for complex engineering optimization
- Original Article
N. Padmapriya, N. Kumaratharan
Pretraining without wordpieces: learning over a vocabulary of millions of words
- Original Article
Zhangyin Feng, Duyu Tang, Xiaocheng Feng, Cong Zhou, Junwei Liao, Shuangzhi Wu, Bing Qin, Yunbo Cao, Shuming Shi
A novel semantic feature enhancement network for extracting lake water from remote sensing images
- Original Article
Rong-Rong Hao, Hong-Mei Sun, Rui-Xuan Wang, Ang Pan, Rui-Sheng Jia
Meta-DPSTL: meta learning-based differentially private self-taught learning
- Original Article
Upendra Pratap Singh, Indrajeet Kumar Sinha, Krishna Pratap Singh, Shekhar Verma
Unsupervised domain adaptation by incremental learning for concept drifting data streams
- Original Article
Mona Moradi, Mohammad Rahmanimanesh, Ali Shahzadi
RSGNN: residual structure graph neural network
- Original Article
Shuang Chen, Changlun Zhang, Fan Gu, Haochen Wang
A real-valued label noise cleaning method based on ensemble iterative filtering with noise score
- Original Article
Chuang Li, Zhizhong Mao, Mingxing Jia
TARN: a lightweight two-branch adaptive residual network for image super-resolution
- Original Article
Shuying Huang, Jichao Wang, Yong Yang, Weiguo Wan
PSO-ECM: particle swarm optimization-based evidential C-means algorithm
- Original Article
Yuxuan Cai, Qianli Zhou, Yong Deng
Interval-valued test cost sensitive attribute reduction related to risk attitude
- Original Article
Yaqian Lu, Shujiao Liao, Wenyuan Yang, Ya’nan Guan, Di Wu
Building on prior lightweight CNN model combined with LSTM-AM framework to guide fault detection in fixed-wing UAVs
- Original Article
Aakash Kumar, Shifeng Wang, Ali Muhammad Shaikh, Hazrat Bilal, Bo Lu, Shigeng Song
EEG-based detection of cognitive load using VMD and LightGBM classifier
- Original Article
Prince Jain, Jammisetty Yedukondalu, Himanshu Chhabra, Urvashi Chauhan, Lakhan Dev Sharma
Feature selection in high-dimensional data: an enhanced RIME optimization with information entropy pruning and DBSCAN clustering
- Original Article
Huangying Wu, Yi Chen, Wei Zhu, Zhennao Cai, Ali Asghar Heidari, Huiling Chen
