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ORCIDInternational Journal of Machine Learning and Cybernetics, Volume 15
Volume 15, Number 1, January 2024
- Hao Peng, Jia Wu, Jiaxu Cui, Philip S. Yu:
Introduction to the special issue on recent advances in graph learning: theory, algorithms, applications, and systems. 1-2 - Yue Wang
, Mingsheng Liu, Yongjian Huang, Haifeng Zhou, Xianhui Wang, Senzhang Wang, Haohua Du:
Knowledge-based and data-driven underground pressure forecasting based on graph structure learning. 3-18 - Shuai Liu, Shichen Huang, Weina Fu, Jerry Chun-Wei Lin:
A descriptive human visual cognitive strategy using graph neural network for facial expression recognition. 19-35 - Jibing Gong, Xiaohan Fang, Jiquan Peng, Yi Zhao, Jinye Zhao, Chenlong Wang, Yangyang Li, Jingyi Zhang, Steve Drew:
MORE: Toward Improving Author Name Disambiguation in Academic Knowledge Graphs. 37-50 - Ruiguo Yu, Yingzhou Sun, Dongxiao He, Jie Gao, Zhiqiang Liu, Mei Yu:
Spatio-temporal graph cross-correlation auto-encoding network for wind power prediction. 51-63 - Jiangnan Xia, Senzhang Wang, Xiang Wang, Min Xia, Kun Xie, Jiannong Cao:
Multi-view Bayesian spatio-temporal graph neural networks for reliable traffic flow prediction. 65-78 - Yiming Hei, Lihong Wang, Jiawei Sheng, Jianwei Liu, Qian Li, Shu Guo:
Label graph augmented soft cascade decoding model for overlapping event extraction. 79-95 - Rabiaa Zitouni, Hala Bezine, Najet Arous:
Online handwritten scripts classification using fuzzy attributed relational graphs. 97-114 - Zhao Li, Biao Wang, Jiaming Huang, Yilun Jin, Zenghui Xu, Ji Zhang, Jianliang Gao:
A graph-powered large-scale fraud detection system. 115-128 - Yanmei Jiang, Mingsheng Liu, Yangyang Li, Liu Yaping, Jingyun Zhang, Yifeng Liu, Chunyang Liu:
Enhanced neighborhood node graph neural networks for load forecasting in smart grid. 129-148 - Zhineng Chen, Jing Wang, Caiyan Jia, Xiongjun Ye:
Pathological image super-resolution using mix-attention generative adversarial network. 149-159 - Yong Shi, Yunong Wang, Yi Qu, Zhensong Chen:
Integrated GCN-LSTM stock prices movement prediction based on knowledge-incorporated graphs construction. 161-176 - Mengmeng Cui, Ruibin Huang, Zhichen Hu, Fan Xia, Xiaolong Xu, Lianyong Qi:
Semantic rule-based information extraction for meteorological reports. 177-188 - Zhensheng Wang, Hongwei Yang, Naveed Ahmad, Lina Zhao:
Dimension-divided feature smoothing for graph neural network. 189-206
Volume 15, Number 2, February 2024
- Guozheng Wang, Yongmei Lei, Zeyu Zhang, Cunlu Peng:
2D-THA-ADMM: communication efficient distributed ADMM algorithm framework based on two-dimensional torus hierarchical AllReduce. 207-226 - Chengyang Li, Yongqiang Xie, Zhongbo Li, Liping Zhu:
MetaCL: a semi-supervised meta learning architecture via contrastive learning. 227-236 - Javad Hamidzadeh, Samaneh Rahimi, Mohammad Ali Zarif:
FRS-SIFS: fuzzy rough set session identification and feature selection in web robot detection. 237-252 - Xiaoli He, Lin Zhao, Yanhong She:
On generalization reducts in incomplete multi-scale decision tables. 253-266 - Linfeng Li, Weixing Su, Fang Liu, Maowei He, Xiaodan Liang:
Multi-scale adaptive networks for efficient inference. 267-282 - Min Li, Guoyin Wang, Zeng Yu, Hongjun Wang, Jihong Wan, Tianrui Li:
Gaussian mixture model with local consistency: a hierarchical minimum message length-based approach. 283-302 - Sumera Naz, Muhammad Akram, Aqsa Shafiq, Kiran Akhtar:
Optimal airport selection utilizing power Muirhead mean based group decision model with 2-tuple linguistic q-rung orthopair fuzzy information. 303-340 - Zhiwen Cao, Xijiong Xie, Feixiang Sun:
Adaptive unsupervised feature selection with robust graph regularization. 341-354 - Zhongju Sun, Jian Wang, Yakun Li:
RAMFAE: a novel unsupervised visual anomaly detection method based on autoencoder. 355-369 - Yunyuan Gao, Mengting Li, Zhen Cao, Ming Meng:
Formative semi-supervised learning based on adaptive combined model for brain-computer interface. 371-382 - Zhuo Zeng, Chengliang Wang, Fei Ma, Peng Wang, Hongqian Wang:
Multiple-model and time-sensitive dynamic active learning for recurrent graph convolutional network model extraction attacks. 383-404 - Wenyan Xu, Bing Jia:
Three-way conflict analysis with similarity degree on an issue set. 405-427 - Xuemin Ma, Hao Sun, Ziyu Hu, Lixin Wei, Jingming Yang:
Decision space information driven algorithm for dynamic multiobjective optimization with a changing number of objectives. 429-457 - Kun Chen, Junchen Liang, Junmin Liu, Weilin Shen, Zongben Xu, Zhengjian Yao:
Entropy regularized fuzzy nonnegative matrix factorization for data clustering. 459-476 - Zhixuan Deng, Tianrui Li, Keyu Liu, Pengfei Zhang, Dayong Deng:
Feature selection based on probability and mathematical expectation. 477-491 - Minan Gong, Guixu Zhang:
Non-local tensor sparse representation and tensor low rank regularization for dynamic MRI reconstruction. 493-503 - Chu Wu, Runshan Xie, Shitong Wang:
A novel data-free continual learning method with contrastive reversion. 505-518 - Daojian Zeng, Lu Xu, Chao Jiang, Jianlin Zhu, Hongting Chen, Jianhua Dai, Lincheng Jiang:
Sequence tagging with a rethinking structure for joint entity and relation extraction. 519-531 - Lin Sun, Yusheng Chen, Weiping Ding, Jiucheng Xu:
LEFSA: label enhancement-based feature selection with adaptive neighborhood via ant colony optimization for multilabel learning. 533-558 - Quansheng Dou, Hao Pan, Huanling Tang, Ping Jiang, Huixian Wang:
Program synthesis algorithm based on context consistency heuristic. 559-571 - Yufeng Guo, Weiwei Zhang, Junhuang Wang, Ming Ji, Chenghui Zhen, Zhengzheng Guo:
AFMPM: adaptive feature map pruning method based on feature distillation. 573-588 - Jianjun Ni, Ziru Zhang, Kang Shen, Guangyi Tang, Simon X. Yang:
An improved deep network-based RGB-D semantic segmentation method for indoor scenes. 589-604 - Shuying Huang, Houzeng Lai, Yong Yang, Weiguo Wan, Wei Li:
TFEN: two-stage feature enhancement network for single-image super-resolution. 605-619 - Yunwei Dai, Yuao Zhang, Qingbiao Wu:
A pruning extreme learning machine with L2, 1/2 regularization for multi-dimensional output problems. 621-636 - Huipu Xu, Pengfei Tong, Yongzhi Li:
Different treatments of pixels in unlabeled images for semi- supervised sonar image segmentation. 637-646 - Qingshan Chen, Zhenzhen Quan, Yifan Zheng, Yujun Li, Zhi Liu, Mikhail G. Mozerov:
MSIF: multi-spectrum image fusion method for cross-modality person re-identification. 647-665 - Qi Fu, Kai Xie, Chang Wen, Jianbiao He, Wei Zhang, Hongling Tian, Sheng Yang:
Adaptive occlusion hybrid second-order attention network for head pose estimation. 667-683 - Yan Song, Peng Liu:
Federated domain generalization for intelligent fault diagnosis based on pseudo-siamese network and robust global model aggregation. 685-696 - Qian Zhao, Yuji Lin, Fengxingyu Wang, Deyu Meng:
Adaptive weighting function for weighted nuclear norm based matrix/tensor completion. 697-718 - Ping Kong, Chao Wang, Liangliang Ma, Ye Ye, Lu Wang, Nenggang Xie:
Stemming competitive influence spread in social networks through binary ions motion optimization. 719-737
Volume 15, Number 3, March 2024
- Chucai Zhang, Hong Liu, Zhengxiang Lu, Jianhua Dai:
Fast attribute reduction by neighbor inconsistent pair selection for dynamic decision tables. 739-756 - Yuexia Yin, Guangming Zhuang, Jianwei Xia, Jun-e Feng, Junwei Lu:
Robust H∞ asynchronous fault detection for uncertain singular hybrid systems based on Hmm strategy. 757-773 - Zongkui Xie, Zhongqiang Wu:
Event-triggered consensus control for DC microgrids based on MKELM and state observer against false data injection attacks. 775-793 - Sichang Wang, Tian-le Lyu, Naqing Luo, Pengcheng Chang:
Deformation prediction of rock cut slope based on long short-term memory neural network. 795-805 - Xinhong Meng, Xinyu Lu, Hailiang Ye, Bing Yang, Feilong Cao:
A new self-augment CNN for 3D point cloud classification and segmentation. 807-818 - Leilei Yan, Li Zhang, Xiaohan Zheng, Fanzhang Li:
Deep feature network with multi-scale fusion for highly congested crowd counting. 819-835 - Chuan-Sheng Yang, Chao Zhang, Haozhen Shen, Tong Peng, Chao Wang, Liang-Jian Deng, Hongming Chen, Liangtian He:
HFAN: High-Frequency Attention Network for hyperspectral image denoising. 837-851 - Ke Li, Yining Wang, Wang Li, Siyuan Shen, Shukai Duan, Lidan Wang:
Feature augmentation and scale penalty for tiny floating detection. 853-862 - Lei Yao, Da Guo, Xing Wang, Lin Zhu, Junlan Feng, Yong Zhang:
A double-layer attentive graph convolution networks based on transfer learning for dynamic graph classification. 863-877 - Min Jiang, Qian Zhang, Jun Kong:
Multiformer-based hybrid learning with outlier re-assignment for unsupervised person re-identification. 879-896 - Jiawei Zhang, Guandong Gao, Ke Xiao, Shengzun Song:
Research on a hierarchical intervention algorithm for violent crime based on CLGA-Net. 897-915 - JongHyok Ri, Tok Gil Kang, Chol Ryong Choe:
Target adaptive extreme learning machine for transfer learning. 917-927 - Jinfeng Wang, Zhishen Zheng, Yong Liang, Jing Qin, Wenzhong Wang:
FF-GLAM-cs: a fusion framework based on GLAM with channel shuffle for speech emotion recognition. 929-940 - Amina Houari, Sadok Ben Yahia:
A Top-K formal concepts-based algorithm for mining positive and negative correlation biclusters of DNA microarray data. 941-962 - Hua Bao, Qing Li, Yuqing Zhu:
Segmentation-based context-aware enhancement network for medical images. 963-983 - Yi Xu, Jie Zhang, Weikang Sun:
Hierarchical algorithm for calculating approximation regions based on granular computing. 985-1005 - Tukaram K. Gawali, Shailesh S. Deore:
Dual-discriminator conditional Giza pyramids construction generative adversarial network based traffic density recognition using road vehicle images. 1007-1024 - Mohanaprakash Thottipalayam Andavan, M. Parameswari, Nalini Subramanian, Nirmalrani Vairaperumal:
A novel model for enhancing cloud security and data deduplication using fuzzy and refraction learning based chimp optimization. 1025-1038 - Xiaoli Peng, Ping Wang, Yabin Shao, Yuanlin Gong, Jie Qian:
Fast fixed granular-ball for attribute reduction in label noise environments and its application in medical diagnosis. 1039-1054 - Yuanyuan Zhou, Chengli Zheng, Peng Wu, Ligang Zhou:
A new compatibility model for fuzzy group decision making by using trapezoidal fuzzy preference relations with COWA operator. 1055-1073 - Fazhen Jiang, Xiaoyuan Yang, Yixiao Li, Luxuan Li:
Fedmpo : federated optimization based on multidimensional especially 3-dimensional proximal operator. 1075-1085 - Tongguang Ni, Chengbing He, Yizhang Jiang, Xiaoqing Gu:
Cross-domain transferable discriminant dictionary based sparse representation approach for EEG emotion-level recognition. 1087-1099 - Zemin Zong, Xuewen Mu:
A new formulation for second-order cone programming support vector machine. 1101-1111 - Abderrazak Chahi, Mohamed Kas, Ibrahim Kajo, Yassine Ruichek:
MFGAN: towards a generic multi-kernel filter based adversarial generator for image restoration. 1113-1136 - Huihui Yue, Jichang Guo, Xiangjun Yin, Yi Zhang, Sida Zheng:
PaIaNet: position-aware and identification-aware network for low-light salient object detection. 1137-1151 - Xiaodong Zhang, Zhoubao Sun, Lin Mao, Xiaoping Li:
A multi-source credit data fusion approach based on federated distillation learning. 1153-1164
Volume 15, Number 4, April 2024
- Gokhan Seyfi, Engin Esme, Merve Yilmaz, Mustafa Servet Kiran:
A literature review on deep learning algorithms for analysis of X-ray images. 1165-1181 - He Li, Xiaoping Li, Jingwen Xu, Long Chen:
Entropy based swarm intelligent searching for scheduling deadline constrained workflows in hybrid cloud. 1183-1199 - Xihe Qiu, Yajun Ru, Xiaoyu Tan, Jue Chen, Bin Chen, Yun Guo:
A k-nearest neighbor attentive deep autoregressive network for electricity consumption prediction. 1201-1212 - Xinrong Gong, Yihan Dong, Tong Zhang:
CoDF-Net: coordinated-representation decision fusion network for emotion recognition with EEG and eye movement signals. 1213-1226 - Hao Ge, Chuanjian Yang, Yi Xu, Gongjian Peng:
Quick reduct with multi-acceleration strategies in incomplete hybrid decision systems. 1227-1260 - Kwang-Il Choe, Xiaoxia Huang, Di Ma:
Uncertain mean-risk index portfolio selection considering inflation: Chaos adaptive genetic algorithm. 1261-1275 - Yuanxiang Dong, Xiaoting Cheng, Zeshui Xu, Tianjiao Ma:
Multi-criteria group decision-making methods with dynamic probabilistic linguistic information characterized by multiple consecutive time points. 1277-1293 - Kexin Chu, Min Zhang, Yaling Xun, Jifu Zhang:
A hybrid similarity measure-based clustering approach for mixed attribute data. 1295-1311 - Jianxi Zhao, Xiaonan Wang, Qingrong Zou, Fangyuan Kang, Fan Wang, Jingfu Peng:
A multiple kinds of information extraction method for multi-view low-rank subspace clustering. 1313-1330 - Yating Dai, Jianyu Wang, Hao Wang, Xin He:
Underwater image enhancement based on multiscale fusion generative adversarial network. 1331-1341 - Yuxin Guo, Xu Ma, Yuechao Ma, Lei Fu:
Dissipativity-based asynchronous control for time-varying delay T-S fuzzy Markov jump systems with multisource disturbances and input saturation. 1343-1359 - Shuangyue Wang, Xinrong Zhang, Ziyan Luo, Yingnan Wang:
Multimodal sparse support tensor machine for multiple classification learning. 1361-1373 - Yubo Sun, Weihua Gui, Xiaofang Chen, Yongfang Xie:
Evaluation model of aluminum electrolysis cell condition based on multi-source heterogeneous data fusion. 1375-1396 - Li Sun, Junda Ye, Jiawei Zhang, Yong Yang, Mingsheng Liu, Feiyang Wang, Philip S. Yu:
Contrastive sequential interaction network learning on co-evolving Riemannian spaces. 1397-1413 - Yuxi Zhao, Longge Wang, Junyang Yu, Fang Zuo, Tingyu Wang, Zhicheng Wang, Han Li:
Subspace clustering based on a multichannel attention mechanism. 1415-1430 - Li-yang Zhao, Tian-qing Chang, Lei Zhang, Xin-lu Zhang, Jiang-feng Wang:
Multi-agent cooperation policy gradient method based on enhanced exploration for cooperative tasks. 1431-1452 - Wenhao Shu, Ting Chen, Dongtao Cao, Wenbin Qian:
Incremental feature selection based on uncertainty measure for dynamic interval-valued data. 1453-1472 - Xuetao Xie, Yi-Fei Pu, Huaqing Zhang, Jacek Mandziuk, El-Sayed M. El-Alfy, Jian Wang:
An interpretable neural network for robustly determining the location and number of cluster centers. 1473-1501 - Lai Wei, Shiteng Liu:
Cost-sensitive sparse subset selection. 1503-1515 - Sihui Li, Duo Li, Rui Zhang, Feilong Cao:
A novel autism spectrum disorder identification method: spectral graph network with brain-population graph structure joint learning. 1517-1532 - Min Li, William Zhu, Shiping Wang:
Multi-view reinforcement learning for sequential decision-making with insufficient state information. 1533-1552 - Zhiqi Shao, Dai Shi, Andi Han, Andrey Vasnev, Yi Guo, Junbin Gao:
Enhancing framelet GCNs with generalized p-Laplacian regularization. 1553-1573 - Shaoliang Yang, Dongming Zhou:
Efficient low-light image enhancement with model parameters scaled down to 0.02M. 1575-1589 - Huipu Xu, Min Wang:
Depth color correlation-guided dark channel prior for underwater image enhancement. 1591-1604 - Yinfeng Zhou, Jinjin Li, Hailong Yang, Qingyuan Xu, Taoli Yang, Danlu Feng:
Knowledge structures construction and learning paths recommendation based on formal contexts. 1605-1620 - Bo Guan, Lei Yu, Yang Li, Zhongwei Jia, Zhen Jin:
Assessment of patients with Parkinson's disease based on federated learning. 1621-1632 - Shaopeng Chang, Xueyu Huang:
LM-Net: a dynamic gesture recognition network with long-term aggregation and motion excitation. 1633-1645 - Yiru He, Shiqian Wang, Junyang Yu, Chaoyang Liu, Xin He, Han Li:
Joint weighted knowledge distillation and multi-scale feature distillation for long-tailed recognition. 1647-1661
Volume 15, Number 5, May 2024
- Peiliang Wu, Shicheng Luo, Liqiang Tian, Bingyi Mao, Wenbai Chen:
Consistent epistemic planning for multiagent deep reinforcement learning. 1663-1675 - Huipu Xu, Ziqi Zhu, Ying Yu:
Filtering level-set model based on saliency and gradient information for sonar image segmentation. 1677-1692 - Jiafeng Li, Shuai Hao, Tianshuo Li, Li Zhuo, Jing Zhang:
RDMA: low-light image enhancement based on retinex decomposition and multi-scale adjustment. 1693-1709 - Hangbo Bao, Li Dong, Wenhui Wang, Nan Yang, Songhao Piao, Furu Wei:
Fine-tuning pretrained transformer encoders for sequence-to-sequence learning. 1711-1728 - Xiyu Pang, Yilong Yin, Xin Tian:
Global relational attention with a maximum suppression constraint for vehicle re-identification. 1729-1742 - Zhiyuan Bao, Mingwen Shao, Yecong Wan, Yuanjian Qiao:
Recursive residual Fourier transformation for single image deraining. 1743-1754 - Yuzhu Jin, Liu Yang:
Graph-aware tensor factorization convolutional network for knowledge graph completion. 1755-1766 - Divya Nimma, Zhaoxian Zhou:
IntelPVT: intelligent patch-based pyramid vision transformers for object detection and classification. 1767-1778 - Huibin Lin, Hai-Tao Fu, Chun-Yang Zhang, C. L. Philip Chen:
A new robust contrastive learning for unsupervised person re-identification. 1779-1793 - Shuangfei Xu, Wenhao Bi, An Zhang, Yunong Wang:
A deep reinforcement learning approach incorporating genetic algorithm for missile path planning. 1795-1814 - Yuantao Chen, Runlong Xia, Kai Yang, Ke Zou:
GCAM: lightweight image inpainting via group convolution and attention mechanism. 1815-1825 - Shidong Lin, Chenxi Wang, Yu Mao, Yaojin Lin:
Feature selection for label distribution learning under feature weight view. 1827-1840 - Fatemeh Sadjadi, Mina Jamshidi, Zhao Kang:
Multi-view subspace clustering using drop out technique on points. 1841-1854 - Bai Yuzhang, Ju-Sheng Mi:
Adaptive intuitionistic fuzzy neighborhood classifier. 1855-1871 - Fang Li, Xiyang Yang:
A novel forecasting model based on the raised ordered pair fuzzy time series and fuzzy implication. 1873-1890 - Denghao Dong, Minyu Feng, Jürgen Kurths, Libo Zhang:
Fuzzy large margin distribution machine for classification. 1891-1905 - Han Su, Jiankai Chen, Zhongyan Li, Huixian Meng, Xin Wang:
The fusion feature wavelet pyramid based on FCIS and GLCM for texture classification. 1907-1926 - Yiping Xiong, Shuyin Xia, Caoxiao Li, Xiaoyu Lian, Bin Hou, Guoyin Wang:
A multi-granular general evolutionary computation framework by fully utilizing the eliminated particles. 1927-1948 - Zhanqing Wen, Yimin Mao, Jingguo Dai:
PDCNN-MRW: a parallel Winograd convolutional neural network algorithm base on MapReduce. 1949-1966 - Bingchun Liu, Jiayi Pei, Zhecheng Yu:
Stock price prediction through GRA-WD-BiLSTM model with air quality and weather factors. 1967-1984 - Edoardo Fazzari, Fabio Carrara, Fabrizio Falchi, Cesare Stefanini, Donato Romano:
Using AI to decode the behavioral responses of an insect to chemical stimuli: towards machine-animal computational technologies. 1985-1994 - Qichen Zhang, Jingmei Li:
A multi-perspective global-local interaction framework for identifying dialogue acts and sentiments of dialogue utterances jointly. 1995-2011 - Sharana Dharshikgan Suresh Dass, Ganesh Krishnasamy, Raveendran Paramesran, Raphaël C.-W. Phan:
Hessian unsupervised extreme learning machine. 2013-2022 - Xiaoxiao Wang, Xibei Yang, Pingxin Wang, Hualong Yu, Taihua Xu:
SSGCN: a sampling sequential guided graph convolutional network. 2023-2038 - Qingbing Sang, Yajie Hou, Pengjiang Qian, Qin Wu:
Self-supervised learning-leveraged boosting ultrasound image segmentation via mask reconstruction. 2039-2048 - Jing Chen, Deying Chen, Hao Jiang, Xiren Miao, Cunyi Yin:
Skeleton-based 3D human pose estimation with low-resolution infrared array sensor using attention based CNN-BiGRU. 2049-2062
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