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ORCIDInternational Journal of Machine Learning and Cybernetics, Volume 14
Volume 14, Number 1, January 2023
- Hui Wang
, Ivo Düntsch, Gongde Guo, Sadiq Ali Khan:
Special issue on small data analytics. 1-2 - Palash Sahoo, Dipak Kumar Jana, Sutapa Pramanik, Goutam Panigrahi:
Implement an uncertain vector approach to solve entropy-based four-dimensional transportation problems with discounted costs. 3-31 - Serif Özlü:
Generalized Dice measures of single valued neutrosophic type-2 hesitant fuzzy sets and their application to multi-criteria decision making problems. 33-62 - Suhui Wang, Fei-Fei Ye, Long-Hao Yang, Jun Liu, Hui Wang, Luis Martínez:
Micro-extended belief rule-based system with activation factor and parameter optimization for industrial cost prediction. 63-78 - Qingshuo Zhang, Eric C. C. Tsang, Qiang He, Meng Hu:
Distance metric learning with local multiple kernel embedding. 79-92 - Lankun Guo, Zhenhua Jia, Guozhi Ma, Jinhai Li:
An iterative recommendation model of supporting personalized learning based on schematic patterns mining from schema-enhanced contexts of problem-solving. 93-115 - Menghan Chen, Chao-Hua Yu, Gongde Guo, Song Lin:
Faster quantum ridge regression algorithm for prediction. 117-124 - Guangmin Li, Hui Wang, Yi Ding, Kangan Zhou, Xiaowei Yan:
Data augmentation for aspect-based sentiment analysis. 125-133 - Markus Bayer, Marc-André Kaufhold, Björn Buchhold, Marcel Keller, Jörg Dallmeyer, Christian Reuter:
Data augmentation in natural language processing: a novel text generation approach for long and short text classifiers. 135-150 - Ivonne Monarca, Franceli L. Cibrian, Edgar Chávez, Monica Tentori:
Using a small dataset to classify strength-interactions with an elastic display: a case study for the screening of autism spectrum disorder. 151-169 - André Luiz Carvalho Ottoni, Raphael M. de Amorim, Marcela Silva Novo, Daniel B. da Costa:
Tuning of data augmentation hyperparameters in deep learning to building construction image classification with small datasets. 171-186 - Anshul Bhatia, Anuradha Chug, Amit Prakash Singh, Dinesh Singh:
Fractional mega trend diffusion function-based feature extraction for plant disease prediction. 187-212 - Shuo Liu, Yi Cao, Junxiu Liu, Xuemei Ding, Damien Coyle:
A novelty detection approach to effectively predict conversion from mild cognitive impairment to Alzheimer's disease. 213-228 - Hanen Ameur, Hasna Njah, Salma Jamoussi:
Merits of Bayesian networks in overcoming small data challenges: a meta-model for handling missing data. 229-251 - Zhiqi Wei, Huan Li, Yuechao Ma:
Observer-based mixed H∞ and passive control for T-S fuzzy semi-Markovian jump systems with time-varying delay via sliding mode method. 253-268 - Shu Liu, Bo Wang, Huaxiong Li, Chunlin Chen, Zhi Wang:
Continual portfolio selection in dynamic environments via incremental reinforcement learning. 269-279 - Zhong Zhang, Zhiping Wu, Hong Zhao, Minjie Hu:
Knowledge transfer based hierarchical few-shot learning via tree-structured knowledge graph. 281-294 - Tianming Wang, Wenjie Lu, Huan Yu, Dikai Liu:
Modular transfer learning with transition mismatch compensation for excessive disturbance rejection. 295-311 - Ziyu Zhang, Yuelin Gao:
Solving large-scale global optimization problems and engineering design problems using a novel biogeography-based optimization with Lévy and Brownian movements. 313-346 - Guodong Zhao, Zhiyong Zhou, Li Sun, Junming Zhang:
Effective weight function in graphs-based discriminant neighborhood embedding. 347-360
Volume 14, Number 2, February 2023
- Huimin Lu, Yichuan Wang, Yujie Li:
Introduction to meta learning for internet of multimedia things. 361-362 - Jianping Gou, Xiangshuo Xiong, Hongwei Wu, Lan Du, Shaoning Zeng, Yunhao Yuan, Weihua Ou:
Locality-constrained weighted collaborative-competitive representation for classification. 363-376 - Shenming Li, Lin Feng, Linsong Xue, Yifan Wang, Dong Wang:
Learning relations in human-like style for few-shot fine-grained image classification. 377-385 - Fudong Li, Dongyang Gao, Yuequan Yang, Junwu Zhu:
Small target deep convolution recognition algorithm based on improved YOLOv4. 387-394 - Ning Lv, Zenghui Zhang, Cong Li, Jiaxuan Deng, Tao Su, Chen Chen, Yang Zhou:
A hybrid-attention semantic segmentation network for remote sensing interpretation in land-use surveillance. 395-406 - Ce Li, Shuxing Xuan, Fenghua Liu, Enbing Chang, Hailei Wu:
Global attention network for collaborative saliency detection. 407-417 - Peng Liu, Yueyue Wang, Angang Du, Liqiang Zhang, Bin Wei, Zhaorui Gu, Xiaodong Wang, Haiyong Zheng, Juan Li:
Disentangling latent space better for few-shot image-to-image translation. 419-427 - Kangkang Zhang, Benying Tan, Shuxue Ding, Yujie Li, Guangwei Li:
Device-free indoor localization based on sparse coding with nonconvex regularization and adaptive relaxation localization criteria. 429-443 - Jian Cheng, Fengquan Zhang, Guiling Wang, Wancai Zhang:
A multi-stage fusion instance learning method for anomalous event detection in videos. 445-454 - You Zhou, Fan Yu:
Complete interest propagation from part for visual relation of interest detection. 455-465 - Hani Ragab Hassen, Yassin Zain Alabdeen, Mohamed Medhat Gaber, Megha Sharma:
D2TS: a dual diversity tree selection approach to pruning of random forests. 467-481 - Guanghai Liu, Jing-Yu Yang:
Exploiting deep textures for image retrieval. 483-494 - Naimeh Alipour, Jafar Tahmoresnezhad:
Cross-domain pattern classification with heterogeneous distribution adaptation. 495-511 - Jie Wen, Zhixia Zhang, Yang Lan, Zhihua Cui, Jianghui Cai, Wensheng Zhang:
A survey on federated learning: challenges and applications. 513-535 - Tong Zhang, Guoshan Zhang, Min Yan, Yueming Zhang:
Attention-based adaptive context network for anchor-free instance segmentation. 537-549 - Shuping Sun, Yaonan Tong, Biqiang Zhang, Bowen Yang, Long Yan, Peiguang He, Hong Xu:
A novel adaptive methodology for removing spurious components in a modified incremental Gaussian mixture model. 551-566 - Ding Zhang, Youlong Yang, Haiquan Qiu:
Two-stage semi-supervised clustering ensemble framework based on constraint weight. 567-586 - Yanjun Wang, Bing Yan, Xiaoxuan Hu, Wei Xia, Huawei Ma, Peng Jin:
A two-stage personalized feedback mechanism considering dynamic interactive behavior under social network in large-group emergency task scheduling schemes selection. 587-607 - Lin Sun, Xinya Wang, Weiping Ding, Jiucheng Xu, Huili Meng:
TSFNFS: two-stage-fuzzy-neighborhood feature selection with binary whale optimization algorithm. 609-631 - Qing Cheng, Yanghui Fu, Jincai Huang, Guangquan Cheng, Hang Du:
Event detection based on the label attention mechanism. 633-641
Volume 14, Number 3, March 2023
- Zhou Lu, Guanghai Liu, Fen Lu, Bo-Jian Zhang:
Image retrieval using dual-weighted deep feature descriptor. 643-653 - Hai-Lin Zhang, Min-Rong Chen, Pei-Shan Li, Jun-Jie Huang:
An improved Harris Hawks optimizer combined with extremal optimization. 655-682 - Chunkai Zhang, Xinyu Wang, Jiahua Zhang, Shaocong Li, Hanyu Zhang, Chuanyi Liu, Peiyi Han:
VESC: a new variational autoencoder based model for anomaly detection. 683-696 - Meng Han, Hongxin Wu, Zhiqiang Chen, Muhang Li, Xilong Zhang:
A survey of multi-label classification based on supervised and semi-supervised learning. 697-724 - Huipu Xu, Xiangyang Long, Min Wang:
UUGAN: a GAN-based approach towards underwater image enhancement using non-pairwise supervision. 725-738 - Jie Li, Yifan Wang, Chongju Luo, Weixi Zhou, Zhicheng Dong:
CNN-LDNF: an image feature representation approach with multi-space mapping. 739-759 - Jian-Xun Mi, Zhonghao Zhang, Debao Tai, Li-Fang Zhou, Wei Jia:
Learning exclusive discriminative semantic information for zero-shot learning. 761-772 - Jianjun Zhang, Ting Wang, Wing W. Y. Ng, Witold Pedrycz:
Perturbation-based oversampling technique for imbalanced classification problems. 773-787 - Liqin Sun, Youlong Yang, Yuanyuan Liu, Tong Ning:
Feature selection based on a hybrid simplified particle swarm optimization algorithm with maximum separation and minimum redundancy. 789-816 - Manyi Liu, Guoyin Wang, Jun Hu, Ke Chen:
Multiple heterogeneous network representation learning based on multi-granularity fusion. 817-832 - Hongling Qiu, Heng Liu, Xiulan Zhang:
Composite adaptive fuzzy backstepping control of uncertain fractional-order nonlinear systems with quantized input. 833-847 - Yanfeng Xue, Zhen Jin, Timothy Apasiba Abeo:
A novel message passing neural network based on neighborhood expansion. 849-860 - Miguel Ángel Luján, Jorge Mateo Sotos, José L. Santos, Alejandro L. Borja:
Accurate neural network classification model for schizophrenia disease based on electroencephalogram data. 861-872 - Xindong Peng, Jingguo Dai, Florentin Smarandache:
Research on the assessment of project-driven immersion teaching in extreme programming with neutrosophic linguistic information. 873-888 - Ali Hosseinalipour, Reza Ghanbarzadeh:
A novel metaheuristic optimisation approach for text sentiment analysis. 889-909 - Zijuan Zhao, Kai Song, Xueting Ren, Yan Qiang, Juanjuan Zhao, Jiaxin Hou, Junyi Zhu, Ning Xiao, Junlong Zhang:
Attention Matching Network for few-shot learning in the syndrome differentiation of cerebral stroke. 911-927 - Jinran Wu, You-Gan Wang:
A working likelihood approach to support vector regression with a data-driven insensitivity parameter. 929-945 - Nazanin Shajoonnezhad, Amin Nikanjam:
A stochastic variance-reduced coordinate descent algorithm for learning sparse Bayesian network from discrete high-dimensional data. 947-958 - Mukhtar Opeyemi Yusuf, Divya Srivastava, Deepak Singh, Vijaypal Singh Rathor:
Multiview deep learning-based attack to break text-CAPTCHAs. 959-972 - Hang Yang, Liyang Wang, Yitian Xu, Xuhua Liu:
CovidViT: a novel neural network with self-attention mechanism to detect Covid-19 through X-ray images. 973-987 - Caixia Cui, Jie Wang, Wei Wei, Jiye Liang:
Hybrid sampling-based contrastive learning for imbalanced node classification. 989-1001 - Jingtao Rong, Xinyi Yu, Mingyang Zhang, Linlin Ou:
Across-task neural architecture search via meta learning. 1003-1019 - Yao Zhang, Yingcang Ma:
Sparse multi-label feature selection via dynamic graph manifold regularization. 1021-1036 - Zhe Wang, Jing Li, Taotao Zhang, Shengzhi Yuan:
Spectral-spatial discriminative broad graph convolution networks for hyperspectral image classification. 1037-1051
Volume 14, Number 4, April 2023
- Liang Ding, Longyue Wang, Siyou Liu:
Recurrent graph encoder for syntax-aware neural machine translation. 1053-1062 - Thao Nguyen-Trang, Trung Nguyen-Thoi, Kim-Ngan Nguyen-Thi, Tai Vo-Van:
Balance-driven automatic clustering for probability density functions using metaheuristic optimization. 1063-1078 - Ravinder Singh:
Optimized trajectory planning for the time efficient navigation of mobile robot in constrained environment. 1079-1103 - Ying Yu, Hong Tang, Jin Qian, Zhiliang Zhu, Zhen Cai, Jingqin Lv:
Fine-grained image recognition via trusted multi-granularity information fusion. 1105-1117 - Yinfeng Fang, Huiqiao Lu, Han Liu:
Multi-modality deep forest for hand motion recognition via fusing sEMG and acceleration signals. 1119-1131 - Jing Qiu, Zhi Xiao, Bo Zhong:
A multiple criteria ensemble pruning method for binary classification based on D-S theory of evidence. 1133-1146 - Siyu Zhao, Jianjun Qi, Junan Li, Ling Wei:
Concept reduction in formal concept analysis based on representative concept matrix. 1147-1160 - Ling Jia, Dong Sun, Yu Shi, Yi Tan, Qingwei Gao, Yixiang Lu:
Learning label-specific features via neural network for multi-label classification. 1161-1177 - Palash Dutta, Sonom Shome:
A new belief entropy measure in the weighted combination rule under DST with faulty diagnosis and real-life medical application. 1179-1203 - Lianmin Zhou, Dongming Zhou, Hao Yang, Shaoliang Yang:
Multi-scale network toward real-world image denoising. 1205-1216 - Yanzhou Pan, Weihua Xu, Qinwen Ran:
An incremental approach to feature selection using the weighted dominance-based neighborhood rough sets. 1217-1233 - N. Jagan Mohan, R. Murugan, Tripti Goel, Muhammad Tanveer, Parthapratim Roy:
An efficient microaneurysms detection approach in retinal fundus images. 1235-1252 - Tanya Malhotra, Anjana Gupta:
Probabilistic multiplicative unbalanced linguistic term set and its application in matrix games. 1253-1283 - Shudan Han, Yubo Tian:
Structure parameter estimation method for microwave device using dimension reduction network. 1285-1301 - Fadi Dornaika, Vinh Truong Hoang:
Deep data representation with feature propagation for semi-supervised learning. 1303-1316 - Zijing Yi, Rui Song, Jian Li, Hao Xu:
Neighbor-enhanced graph transition network for session-based recommendation. 1317-1331 - Mingyang Xi, Qixian Song, Min Xu, Zhaorong Zhou:
Binary African vultures optimization algorithm for various optimization problems. 1333-1364 - Sylvain Courtain, Guillaume Guex, Ilkka Kivimäki, Marco Saerens:
Relative entropy-regularized optimal transport on a graph: a new algorithm and an experimental comparison. 1365-1390 - Fang Liu, Yuan-Kai Hu, Shi-Shan Wang:
Cyclic sequential process of pairwise comparisons with application to multi-criteria decision making. 1391-1405 - Peng Wu, Qinghua Zhang, Guoyin Wang, Fan Yang, Fuzhong Xue:
Dynamic feature selection combining standard deviation and interaction information. 1407-1426 - Liu-Ying Wen, Xiao-Min Zhang, Qing-Feng Li, Fan Min:
KGA: integrating KPCA and GAN for microbial data augmentation. 1427-1444 - Jianhua Dai, Weisi Wang, Chucai Zhang, Shaojun Qu:
Semi-supervised attribute reduction via attribute indiscernibility. 1445-1464 - Liming Liu, Ping Li, Maoxiang Chu, Shuming Liu:
Robust nonparallel support vector machine with privileged information for pattern recognition. 1465-1482 - Xieling Chen, Haoran Xie, Zongxi Li, Dian Zhang, Gary Cheng, Fu Lee Wang, Hong-Ning Dai, Qing Li:
Leveraging deep learning for automatic literature screening in intelligent bibliometrics. 1483-1525 - Shifei Ding, Wei Du, Chao Li, Xiao Xu, Lijuan Wang, Ling Ding:
Density peaks clustering algorithm based on improved similarity and allocation strategy. 1527-1542 - Alper Demir, Erkin Çilden, Faruk Polat:
Landmark based guidance for reinforcement learning agents under partial observability. 1543-1563 - Alper Demir, Erkin Çilden, Faruk Polat:
Correction: Landmark based guidance for reinforcement learning agents under partial observability. 1565 - Jingna Liu, Rujiang Hao, Qiang Liu, Wenwu Guo:
Prediction of remaining useful life of rolling element bearings based on LSTM and exponential model. 1567-1578
Volume 14, Number 5, May 2023
- Kajal Eybpoosh, Mansoor Rezghi, Abbas Heydari:
A novel conformal deformation based sparse subspace clustering. 1579-1590 - Maxwell Hwang, Yucheng Qian, Cai Wu, Wei-Cheng Jiang, Da Wang, Jingsun Wei, Kefeng Ding, Kao-Shing Hwang:
A local region proposals approach to instance segmentation for intestinal polyp detection. 1591-1603 - Yong Yang, Weiguo Wan, Shuying Huang, Xin Zhong, Xiangkai Kong:
RADCU-Net: residual attention and dual-supervision cascaded U-Net for retinal blood vessel segmentation. 1605-1620 - Linbo Wang, Tao Wang, Deyun Yang, Xianyong Fang, Shaohua Wan:
Near-infrared fusion for deep lightness enhancement. 1621-1633 - Kaiyang Ma, Zhenyu Yang, Yu Wang, Laiping Cui, Wenfeng Jiang:
Fusing collaborative transformation with temporally aware target interaction networks for sequential recommendation. 1635-1649 - Prabal Datta Barua, Emrah Aydemir, Sengul Dogan, Mehmet Ali Kobat, Fahrettin Burak Demir, Mehmet Baygin, Turker Tuncer, Shu Lih Oh, Ru San Tan, U. Rajendra Acharya:
Multilevel hybrid accurate handcrafted model for myocardial infarction classification using ECG signals. 1651-1668 - Han Wang, Tingting Zhang, Xiaoxuan Zhang:
Contrastive embedding-based feature generation for generalized zero-shot learning. 1669-1681 - Mingwei Liu, Yi Zhang:
GMNet: an action recognition network with global motion representation. 1683-1693 - Tingjian Chen, Ying Zeng, Haoliang Yuan, Guo Zhong, Loi Lei Lai, Yuan Yan Tang:
Multi-level regularization-based unsupervised multi-view feature selection with adaptive graph learning. 1695-1709 - Xiuling Zhang, Xiaofei Tan, Zhao-Ci Luo, Jun Zhao:
Multi-label sequence generating model via label semantic attention mechanism. 1711-1723 - Yuxiang Yang, Xing Tian, Wing W. Y. Ng, Ran Wang, Ying Gao, Sam Kwong:
Generative face inpainting hashing for occluded face retrieval. 1725-1738 - Zizhang Wu, Tianhao Xu, Fan Wang, Xiaoquan Wang, Jing Song:
Complete solution for vehicle Re-ID in surround-view camera system. 1739-1749 - Jidong Han, Zhaoying Liu, Yujian Li, Ting Zhang:
SCMP-IL: an incremental learning method with super constraints on model parameters. 1751-1767 - Ahmad Esfandiari, Hamid Khaloozadeh, Faezeh Farivar:
Interaction-based clustering algorithm for feature selection: a multivariate filter approach. 1769-1782 - Kang Wang, Xuesong Wang, Yuhu Cheng:
Few-shot learning based on enhanced pseudo-labels and graded pseudo-labeled data selection. 1783-1795 - Yu Sun, Weizhi Wu, Xia Wang:
Maximal consistent block based optimal scale selection for incomplete multi-scale information systems. 1797-1809 - Guoqing Liu, Hongwei Ge, Ting Li, Shuzhi Su, Shuangxi Wang:
Multi-view subspace enhanced representation of manifold regularization and low-rank tensor constraint. 1811-1830 - Jiangjiao Li, Mengqi Gao, Bin Li, Dazheng Zhou, Yumin Zhi, Youmei Zhang:
KAMTFENet: a fall detection algorithm based on keypoint attention module and temporal feature extraction. 1831-1844 - Xinli You, Fujun Hou:
A novel consensus model with probabilistic linguistic preference relation for the utilization mode selection of renewable energy sources. 1845-1861 - Ye Jiang, Yimin Wang:
Topic-aware hierarchical multi-attention network for text classification. 1863-1875 - Kiet Van Nguyen, Phong Nguyen-Thuan Do, Nhat Duy Nguyen, Anh Gia-Tuan Nguyen, Ngan Luu-Thuy Nguyen:
Multi-stage transfer learning with BERTology-based language models for question answering system in vietnamese. 1877-1902 - Jiajun Zheng, Le Wang, Junbo Liu, Hao Wang, Shengchun Wang, Liang Wang, Jiaxu Zhang:
An inspection method of rail head surface defect via bimodal structured light sensors. 1903-1920 - Zekun Wang, Haichao Zhu, Ming Liu, Bing Qin:
TAGNet: a tiny answer-guided network for conversational question generation. 1921-1932 - Shifei Ding, Yuting Sun, Jian Zhang, Lili Guo, Xiao Xu, Zichen Zhang:
Maximum density minimum redundancy based hypergraph regularized support vector regression. 1933-1950 - Hua Zhou, Jun Kong, Min Jiang, Tianshan Liu:
Heterogeneous dual network with feature consistency for domain adaptation person re-identification. 1951-1965
Volume 14, Number 6, June 2023
- Yu Tang, Qi Dai, Mengyuan Yang, Tony Du, Lifang Chen:
Software defect prediction ensemble learning algorithm based on adaptive variable sparrow search algorithm. 1967-1987 - Bingyi Sun, Xiaohui Wei, Jiaxu Cui, Yan Wu:
Social activity matching with graph neural network in event-based social networks. 1989-2005 - Sheng Wang, Liyong Chen, Yaowei Sun, Furong Peng, Jianfeng Lu:
Multiview nonnegative matrix factorization with dual HSIC constraints for clustering. 2007-2022 - Feng Liu, Jian Liao, Jianxing Zheng, Suge Wang, Deyu Li, Xin Wang:
GCN recommendation model based on the fusion of dynamic multiple-view latent interest topics. 2023-2039 - Xingfei Zhu, Jiayi Liu, Xingyu Zhou, Shanhua Qian, Jinghu Yu:
Enhanced feature Fusion structure of YOLO v5 for detecting small defects on metal surfaces. 2041-2051 - Jing Tu, Shuhua Su:
Method for three-way decisions using similarity in incomplete information systems. 2053-2070 - Mingming Han, Husheng Guo, Jinyan Li, Wenjian Wang:
Global-local information based oversampling for multi-class imbalanced data. 2071-2086 - Yanping Guo, Qiao Yan:
Android malware adversarial attacks based on feature importance prediction. 2087-2097 - Guangrui Hu, Anhui Tan, Liangtian He, Haozhen Shen, Hongming Chen, Chao Wang, Huandi Du:
Pyramid feature boosted network for single image dehazing. 2099-2110 - Jie Lai, Xiaodan Wang, Qian Xiang, Yafei Song, Wen Quan:
Multilayer discriminative extreme learning machine for classification. 2111-2125 - Xin Zhang, Yi Zhang:
Conv-PVT: a fusion architecture of convolution and pyramid vision transformer. 2127-2136 - Javad Elmi, Mahdi Eftekhari, Adel Mehrpooya, Mohammad Rezaei-Ravari:
A novel framework based on the multi-label classification for dynamic selection of classifiers. 2137-2154 - Minghua Wan, Chengxu Yan, Tianming Zhan, Hai Tan, Guowei Yang:
Robust non-negative supervised low-rank discriminant embedding (NSLRDE) for feature extraction. 2155-2168 - Yong Yang, Wei Hu, Shuying Huang, Weiguo Wan, Juwei Guan:
Progressive image dehazing network based on dual feature extraction modules. 2169-2180 - Jianying Chen, Yun Xue, Haolan Zhang, Weiping Ding, Zhengxuan Zhang, Jiehai Chen:
On development of multimodal named entity recognition using part-of-speech and mixture of experts. 2181-2192 - Jisheng Qin, Xiaoqin Zeng, Shengli Wu, Yang Zou:
Context-sensitive graph representation learning. 2193-2203 - Zeyu Zhao, Xiu Li:
Image blending-based noise synthesis and attention-guided network for single image marine snow denoising. 2205-2219 - Deepak Kumar Jain, Weiping Ding, Ketan Kotecha:
Training fuzzy deep neural network with honey badger algorithm for intrusion detection in cloud environment. 2221-2237 - Dongyu Fan, Haikuo Shen, Lijing Dong:
Twin attentive deep reinforcement learning for multi-agent defensive convoy. 2239-2250 - Yuandong Huang, Yuanjian Zhang, Jianfeng Xu:
Incremental approaches for optimal scale selection in dynamic multi-scale set-valued decision tables. 2251-2270 - Lijuan Yang, Nannan Ji, Changpeng Wang, Tianjun Wu, Fuxiao Li:
Robust two-phase registration method for three-dimensional point set under the Bayesian mixture framework. 2271-2285 - Lijuan Yang, Nannan Ji, Changpeng Wang, Tianjun Wu, Fuxiao Li:
Correction to: robust two-phase registration method for three-dimensional point set under the bayesian mixture framework. 2287-2288
Volume 14, Number 7, July 2023
- Zhengxin Song, Yun Xue, Donghong Gu, Haolan Zhang, Weiping Ding:
Target-oriented multimodal sentiment classification by using topic model and gating mechanism. 2289-2299 - Dengao Li, Shuyi Miao, Bao-feng Zhao, Yu Zhou, Ding Feng, Jumin Zhao, Xupeng Niu:
ConvHiA: convolutional network with hierarchical attention for knowledge graph multi-hop reasoning. 2301-2315 - Hayelom Gebrye, Yong Wang, Fagen Li:
Traffic data extraction and labeling for machine learning based attack detection in IoT networks. 2317-2332 - Wang Chao, Li Bo, Wang Lei, Peng Pai:
Improving boosting methods with a stable loss function handling outliers. 2333-2352 - Haifeng Sima, Feng Gao, Yudong Zhang, Junding Sun, Ping Guo:
Collaborative optimization of spatial-spectrum parallel convolutional network (CO-PCN) for hyperspectral image classification. 2353-2366 - Mohit Agarwal, Suneet K. Gupta, K. K. Biswas:
Genetic algorithm based approach to compress and accelerate the trained Convolution Neural Network model. 2367-2383 - Fu Lee Wang, Zhengwei Zhao, Gary Cheng, Yanghui Rao, Haoran Xie:
Weighted cluster-level social emotion classification across domains. 2385-2394 - Jing-jing Wang, Haoran Xie, Fu Lee Wang, Lap-Kei Lee:
Improving text classification via a soft dynamical label strategy. 2395-2405 - Bofan Wang, Haitao Zhao, Yi Zhuang:
DaCFN: divide-and-conquer fusion network for RGB-T object detection. 2407-2420 - Changzhong Wang, Xiang Lv, Xiaodong Fan, Weiping Ding, Xiaoli Jiang:
Two-channel deep recursive multi-scale network based on multi-attention for no-reference image quality assessment. 2421-2437 - Mu Nie, Sen Yang, Zhenhua Wang, Baochang Zhang, Huimin Lu, Wankou Yang:
Multi-receptive field spatiotemporal network for action recognition. 2439-2453 - Feng Wang, Jiye Liang, Peng Song:
Coupling learning for feature selection in categorical data. 2455-2465 - Wei Zhang, Zhongqiang Fan, Yan Song, Yagang Wang:
Lightweight image super-resolution with group-convolutional feature enhanced distillation network. 2467-2482 - Xiaohe Zhang, Degang Chen, Jusheng Mi:
Online rule fusion model based on formal concept analysis. 2483-2497 - Jianxin Yang, Mingwen Shao, Huan Liu, Xinkai Zhuang:
Generating adversarial samples by manipulating image features with auto-encoder. 2499-2509 - Jinghong Wang, Daipeng Zhang, Jianguo Wei, Shanshan Zhang, Wei Wang:
Node embedding with capsule generation-embedding network. 2511-2528 - Wei Bian, Chenlong Li, Hongwei Hou, Xiufang Liu:
Iterative convolutional enhancing self-attention Hawkes process with time relative position encoding. 2529-2544 - Chenlong Gao, Yiqiang Chen, Xinlong Jiang, Lisha Hu, Zhicheng Zhao, Yuxin Zhang:
Bi-STAN: bilinear spatial-temporal attention network for wearable human activity recognition. 2545-2561 - Runde Li, Yuwen Huang, Fuxian Huang, Gongping Yang:
Image dehazing using multi-scale recursive networks. 2563-2574 - Hongzhi Huang, Yu Wang, Qinghua Hu:
Building hierarchical class structures for extreme multi-class learning. 2575-2590
Volume 14, Number 8, August 2023
- Xiaorong Liu, Yuan Zhong, Jie Wang, Ping Li:
Data augmentation using Heuristic Masked Language Modeling. 2591-2605 - Qichen Zhang, Shuai Wang, Jingmei Li:
Global-chronological graph interactive networks for multi-domain dialogue state tracking. 2607-2620 - Zhifeng Ma, Junyang Yu, Longge Wang, Huazhu Chen, Yuxi Zhao, Xin He, Yingqi Wang, Yalin Song:
Multi-view clustering based on view-attention driven. 2621-2631 - Lin Sun, Shanshan Si, Weiping Ding, Jiucheng Xu, Yan Zhang:
BSSFS: binary sparrow search algorithm for feature selection. 2633-2657 - Aaisha Makkar, KC Santosh:
SecureFed: federated learning empowered medical imaging technique to analyze lung abnormalities in chest X-rays. 2659-2670 - Yan-Ru Guo, Yan-Qin Bai:
Two-dimensional k-subspace clustering and its applications on image recognition. 2671-2683 - Fengping An, Jianrong Wang:
Target detection algorithm based on multilayer attention mechanism-adaptive feature fusion network. 2685-2695 - Dazhi Jiang, Hao Liu, Geng Tu, Runguo Wei:
Window transformer for dialogue document: a joint framework for causal emotion entailment. 2697-2707 - Mei Wang, Hao Cheng, Yuancheng Li, Hongguang Pan, Gang Wang, Yuan Guo:
Vision mechanism model using brain-computer interface for light sensing. 2709-2722 - Yangyi Du, Xiaojun Zhou, Tingwen Huang, Chunhua Yang:
A hierarchical evolution of neural architecture search method based on state transition algorithm. 2723-2738 - Hansi Hettiarachchi, Mariam Adedoyin-Olowe, Jagdev Bhogal, Mohamed Medhat Gaber:
TTL: transformer-based two-phase transfer learning for cross-lingual news event detection. 2739-2760 - Xiuxin Xia, Xiaotong Liu, Wenbo Zheng, Xiaofei Jia, Bo Wang, Yan Shi, Hong Men:
Recognition of odor and pleasantness based on olfactory EEG combined with functional brain network model. 2761-2776 - Tao Ye, Zhikang Zheng, Yunwang Li, Xi Zhang, Xiangpeng Deng, Yu Ouyang, Zongyang Zhao, Xiaozhi Gao:
An adaptive focused target feature fusion network for detection of foreign bodies in coal flow. 2777-2791 - Lili Guo, Yanru Wang, Fanchao Wang, Ling Ding, Shifei Ding:
Widely-activated network merging perceptual loss via discrete wavelet transform for image super-resolution. 2793-2813 - Yaoliang Xu, Dandan Zou, Lingqiang Li, Bingxue Yao:
L-fuzzy covering rough sets based on complete co-residuated lattice. 2815-2829 - Yunhe Wei, Huifang Ma, Yike Wang, Zhixin Li, Liang Chang:
Dual graph attention networks for multi-behavior recommendation. 2831-2846 - Pengfei Song, Jinjiang Li, Hui Fan, Linwei Fan:
DBCGN: dual branch cascade graph network for skin lesion segmentation. 2847-2865 - Mingliang Zhang, Baining Xu, Li Wang:
Dynamic network link prediction based on random walking and time aggregation. 2867-2875 - Qizhu Dai, Donggen Li, Shuyin Xia:
A cross-validation framework to find a better state than the balanced one for oversampling in imbalanced classification. 2877-2886 - Yanlu Gong, Quanwang Wu, Dongdong Cheng:
A co-training method based on parameter-free and single-step unlabeled data selection strategy with natural neighbors. 2887-2902
Volume 14, Number 9, September 2023
- Jieyu Zhang, Zidong Wang, Weibo Liu, Xiaohui Liu, Qiusheng Zheng:
A unified approach to designing sequence-based personalized food recommendation systems: tackling dynamic user behaviors. 2903-2912 - Wei Huang, Tong Xiao, Qi Liu, Zhenya Huang, Jianhui Ma, Enhong Chen:
HMNet: a hierarchical multi-modal network for educational video concept prediction. 2913-2924 - Arantzazu Florez, Itsaso Rodríguez-Moreno, Arkaitz Artetxe, Igor García Olaizola, Basilio Sierra:
CatSight, a direct path to proper multi-variate time series change detection: perceiving a concept drift through common spatial pattern. 2925-2944 - Yuantao Chen, Runlong Xia, Ke Zou, Kai Yang:
RNON: image inpainting via repair network and optimization network. 2945-2961 - Zhiyuan Zou, Weibin Liu, Weiwei Xing, Shunli Zhang:
NMEAS: Neuro-MaxEnt architecture search. 2963-2977 - Xin Ma, Hong Li, Jiawen Shi, Yi Zhang, Zhigao Long:
Importance-aware contrastive learning via semantically augmented instances for unsupervised sentence embeddings. 2979-2990 - Wenlin Li, Tong Zhang, Xiao Liu:
A static video summarization approach via block-based self-motivated visual attention scoring mechanism. 2991-3002 - Ander Iriondo, Elena Lazkano, Ander Ansuategi, Andoni Rivera, Iker Lluvia, Carlos Tubío:
Learning positioning policies for mobile manipulation operations with deep reinforcement learning. 3003-3023 - Weiyi Li, Hongmei Chen, Tianrui Li, Tengyu Yin, Chuan Luo:
Robust unsupervised feature selection via dual space latent representation learning and adaptive structure learning. 3025-3045 - Yunbo Rao, Wang Zhou, Shaoning Zeng, Junmin Xue:
Deep hashing via multi-scale and multi-directional pooling for image retrieval. 3047-3057 - ZhiYu Jiang, Yi Zhang, Shu Hu:
ESTI: an action recognition network with enhanced spatio-temporal information. 3059-3070 - Zhenyu Yang, Yu Wang, Guojing Liu, Zhe Li, Xingang Wang:
Recommendation model based on multi-grained interaction that fuses users' dynamic interests. 3071-3085 - Hao Shao, Lunwen Wang, Rangang Zhu:
Link prediction for heterogeneous information networks based on enhanced meta-path aggregation and attention mechanism. 3087-3103 - Lishan Wu, Jie Hu, Fei Teng, Tianrui Li, Shengdong Du:
Text semantic matching with an enhanced sample building method based on contrastive learning. 3105-3112 - Gaigai Tang, Lin Yang, Long Zhang, Weipeng Cao, Lianxiao Meng, Hongbin He, Hongyu Kuang, Feng Yang, Huiqiang Wang:
An attention-based automatic vulnerability detection approach with GGNN. 3113-3127 - Jie Li, Guoliang Zhao, Sharina Huang, Zhi Weng:
Irregular convolution strategy based tensorized type-2 single layer feedforward network. 3129-3159 - Gurol Canbek:
BenchMetrics Prob: benchmarking of probabilistic error/loss performance evaluation instruments for binary classification problems. 3161-3191 - Lin Sun, Bin Jiang, Chao Yang, Jiawu Dai, Weiyuan Zeng:
RePGAN: image inpainting via residual partial connection and mask discriminator. 3193-3203 - Syjung Hwang, Hyeongjin Ahn, Eunil Park:
iMovieRec: a hybrid movie recommendation method based on a user-image-item model. 3205-3216 - C. Treesatayapun:
Optimal interventional policy based on discrete-time fuzzy rules equivalent model utilizing with COVID-19 pandemic data. 3217-3226 - Shixin Sun, Jie Gao, Wei Wang, Jinsong Du, Xu Yang:
AANet: adaptive attention network for rolling bearing fault diagnosis under varying loads. 3227-3241 - Haoliang Xiong, Zehao Yan, Chuhan Wu, Guojun Lu, Shiguan Pang, Yun Xue, Qianhua Cai:
BART-based contrastive and retrospective network for aspect-category-opinion-sentiment quadruple extraction. 3243-3255 - Yihua Zhong, Ping Wu, Chuan Chen, Chao Min, Xue Yong:
A three-way decisions approach based on double hierarchy linguistic aggregation operators of strict t-norms and t-conorms. 3257-3280 - Jingchao Peng, Haitao Zhao, Zhengwei Hu, Yi Zhuang, Bofan Wang:
Siamese infrared and visible light fusion network for RGB-T tracking. 3281-3293 - Meixi Wang, Xuyang Lou, Baotong Cui:
Learning-based robust model predictive control with data-driven Koopman operators. 3295-3321
Volume 14, Number 10, October 2023
- Junyan Xu, Wei Zhao, Hong Zhao:
Coarse-to-fine knowledge transfer based long-tailed classification via bilateral-sampling network. 3323-3336 - Jianying Huang, Jinhui Li, Jeill Oh, Hoon Kang:
LSTM with spatiotemporal attention for IoT-based wireless sensor collected hydrological time-series forecasting. 3337-3352 - Li Zhang, Ping Zhu:
Asymmetric models of intuitionistic fuzzy rough sets and their applications in decision-making. 3353-3380 - Chao Xiang, Zhongming Jin, Zhengxu Yu, Xian-Sheng Hua, Yao Hu, Wei Qian, Kaili Zhu, Deng Cai, Xiaofei He:
Optimizing traffic efficiency via a reinforcement learning approach based on time allocation. 3381-3391 - Sahar Hassanzadeh Mostafaei, Jafar Tanha:
OUBoost: boosting based over and under sampling technique for handling imbalanced data. 3393-3411 - Wentao Fan, Weimin Shangguan, Yewang Chen:
Transformer-based contrastive learning framework for image anomaly detection. 3413-3426 - Xiwen Qu, Hao Che, Jun Huang, Linchuan Xu, Xiao Zheng:
Multi-layered semantic representation network for multi-label image classification. 3427-3435 - Xianhua Zeng, Ke Xu, Yicai Xie:
Pseudo-label driven deep hashing for unsupervised cross-modal retrieval. 3437-3456 - Sentao Chen, Zijie Hong:
Domain generalization by distribution estimation. 3457-3470 - Xiaofei Huo, Bin Jiang, Haotian Hu, Xinjiao Zhou, Bolin Zhang:
OSAGGAN: one-shot unsupervised image-to-image translation using attention-guided generative adversarial networks. 3471-3482 - Mei Zhang, Kai Chen, Jinhui Zhu:
An efficient planning method based on deep reinforcement learning with hybrid actions for autonomous driving on highway. 3483-3499 - Lei Ma, Chuan Luo, Tianrui Li, Hongmei Chen, Dun Liu:
Dynamic graph-based attribute reduction approach with fuzzy rough sets. 3501-3516 - Shanshan Li, Dengwen Zhou, Yukai Liu, Dandan Gao, Wanjun Wang:
Lightweight single image super-resolution based on multi-path progressive feature fusion and attention mechanism. 3517-3528 - Gang Dang, Dianhui Wang:
Stochastic configuration networks for adaptive inverse dynamics modeling. 3529-3541 - Ruike Lan, Donghong Tian, Qianqian Wu, Min Li:
An improved collaborative filtering model based on time weighted correlation coefficient and inter-cluster separation. 3543-3560 - Fulian Yin, Ruiling Fu, Xiaoli Feng, Tongtong Xing, Meiqi Ji:
An interpretable neural network TV program recommendation based on SHAP. 3561-3574 - Muhammad Hafeez Javed, Zeng Yu, Tianrui Li, Noreen Anwar, Taha M. Rajeh:
learning anomalous human actions using frames of interest and decoderless deep embedded clustering. 3575-3589 - Shaharyar Alam Ansari, Aasim Zafar:
Multi video summarization using query based deep optimization algorithm. 3591-3606 - Jiafeng Li, Bin Li, Guodong Ding, Li Zhuo:
Siamese global location-aware network for visual object tracking. 3607-3620 - Bo Zheng, Wanxiang Che:
Improving cross-lingual language understanding with consistency regularization-based fine-tuning. 3621-3639 - Kang Zhu, Siqing Xue, Liangxiao Jiang:
Improving label quality in crowdsourcing using deep co-teaching-based noise correction. 3641-3654 - Shichang Sun, Yongdong Huang, Di Zhao, Yuhai Yu, Jiana Meng:
Transferring variational autoencoders with coarse-and-fine alignment for open set broad classification. 3655-3669 - Lei Li, Juan Qin, Lianrong Lv, Mengdan Cheng, Biao Wang, Dan Xia, Shike Wang:
ICUnet++: an Inception-CBAM network based on Unet++ for MR spine image segmentation. 3671-3683
Volume 14, Number 11, November 2023
- Run-Ting Bai, Heng-Ru Zhang, Fan Min:
Label-dependent feature exploration for label distribution learning. 3685-3704 - Guanglei Meng, Biao Wang, Yanming Wu, Mingzhe Zhou, Tiankuo Meng:
A hybrid dimensionality reduction method for outlier detection in high-dimensional data. 3705-3718 - Runkang Li, Jilin Yang, Xianyong Zhang:
Optimal scale selection based on three-way decisions with decision-theoretic rough sets in multi-scale set-valued decision tables. 3719-3736 - Tianna Zhao, Yuanjian Zhang, Duoqian Miao, Hongyun Zhang:
Multi-granular labels with three-way decisions for multi-label classification. 3737-3752 - Xin Chen, Suge Wang, Xiaoli Li, Zhen Hai, Yang Li, Deyu Li, Jianghui Cai:
Identifying implicit emotions via hierarchical structure and rhetorical correlation. 3753-3764 - Xinhong Meng, Lei Zhu, Hailiang Ye, Feilong Cao:
A new method for two-stage partial-to-partial 3D point cloud registration: multi-level interaction perception. 3765-3781 - Shanshan Jiang, Meixia Lu, Kai Hu, Jiasheng Wu, Yaogen Li, Liguo Weng, Min Xia, Haifeng Lin:
Personalized federated learning based on multi-head attention algorithm. 3783-3798 - Xiaonan Li, Bo Ning, Guanyu Li, Wang Jie:
Relation-attention semantic-correlative knowledge graph embedding for inductive link prediction. 3799-3811 - Guangyan Ji, Gui-Fu Lu:
Consensus latent incomplete multi-view clustering with low-rank tensor constraint. 3813-3825 - Xiaoxue Wang, Xianyong Zhang:
Linear-combined rough vague sets and their three-way decision modeling and uncertainty measurement optimization. 3827-3850 - Agyemang Paul, Zhefu Wu, Kai Luo, Yuhang Ma, Luping Fang:
Robust multimedia recommender system based on dynamic collaborative filtering and directed adversarial learning. 3851-3865 - Li Zhang, Lingbin Jin, Min Gan, Lei Zhao, Hongwei Yin:
Reinforced feature selection using Q-learning based on collaborative agents. 3867-3882 - Wenyu Zhang, Fang He, Shuai Zhang:
A novel fairness-aware ensemble model based on hybrid sampling and modified two-layer stacking for fair classification. 3883-3896 - Jiayuan Wang, Q. M. Jonathan Wu, Farhad Pourpanah:
An attentive-based generative model for medical image synthesis. 3897-3910 - Nibaran Das, Bodhisatwa Mandal, KC Santosh, Linlin Shen, Sukanta Chakraborty:
Cervical cancerous cell classification: opposition-based harmony search for deep feature selection. 3911-3922 - Guanghua Zhao, Tao Yang, Dongmei Fu:
Manifold-based denoising, outlier detection, and dimension reduction algorithm for high-dimensional data. 3923-3942 - Jinghua Liu, Songwei Yang, Yaojin Lin, Chenxi Wang, Cheng Wang, Jixiang Du:
Multi-label feature selection via joint label enhancement and pairwise label correlations. 3943-3964 - Xinpei Su, Qiuxia Wu:
Multi-stages de-smoking model based on CycleGAN for surgical de-smoking. 3965-3978 - Xiao Yao, Feiyang Xu, Min Gu, Peipei Wang:
Brain-inspired learning to deeper inductive reasoning for video captioning. 3979-3991 - Shuzhen Wan, Bin Tang, Fangmin Dong, Mengyuan Wang, Guanghao Yang:
A writing style-based multi-task model with the hierarchical attention for rumor detection. 3993-4008 - Shuzhen Wan, Bin Tang, Fangmin Dong, Mengyuan Wang, Guanghao Yang:
Correction: A writing style-based multi-task model with the hierarchical attention for rumor detection. 4009-4010
Volume 14, Number 12, December 2023
- Jiucheng Xu, Kanglin Qu, Kangjian Qu, Qincheng Hou, Xiangru Meng:
Feature selection using neighborhood uncertainty measures and Fisher score for gene expression data classification. 4011-4028 - Haomin Ni, Shengli Xie, Pingping Xu, Xiaozhao Fang, Weijun Sun, Ribo Fang:
QMGR-Net: quaternion multi-graph reasoning network for 3D hand pose estimation. 4029-4045 - K. S. Basavaraju, N. Solanki Hiren, N. Sravya, Shyam Lal, J. Nalini, Chintala Sudhakar Reddy:
BCDetNet: a deep learning architecture for building change detection from bi-temporal high resolution satellite images. 4047-4062 - Junran He, Xiaozhao Fang, Peipei Kang, Lin Jiang, Lunke Fei, Na Han, Weijun Sun:
Adaptive affinity matrix learning for dimensionality reduction. 4063-4077 - Guoqiang Li, Anbang Chen, Bowen Liu:
Multiple sparse spaces network pruning via a joint similarity criterion. 4079-4099 - Yanhao Zhang, Changming Zhu:
Incomplete multi-view clustering via attention-based contrast learning. 4101-4117 - Zhiyuan Wen, Rui Wang, Xuan Luo, Qianlong Wang, Bin Liang, Jiachen Du, Xiaoqi Yu, Lin Gui, Ruifeng Xu:
Multi-perspective contrastive learning framework guided by sememe knowledge and label information for sarcasm detection. 4119-4134 - Hongfang Zhou, Zongling Wu, Ningning Xu, Hao Xiao:
PDR-SMOTE: an imbalanced data processing method based on data region partition and K nearest neighbors. 4135-4150 - Yu Shi, Tao Lin, Biao Chen, Ruixia Wang, Yabo Zhang:
Structured deep learning based object-specific distance estimation from a monocular image. 4151-4161 - Jie Gao, Zhaoqiang Xia, Jing Dai, Chen Dang, Xiaoyue Jiang, Xiaoyi Feng:
Vulnerable point detection and repair against adversarial attacks for convolutional neural networks. 4163-4192 - Xin Yang, Jiangfeng Fan, Siyuan Xing:
IST-PTEPN: an improved pedestrian trajectory and endpoint prediction network based on spatio-temporal information. 4193-4206 - Zijuan Pang, Jianming Cen, Ming Yi:
Unsupervised concept drift detection method based on robust random cut forest. 4207-4222 - M. R. Rahul, Shital S. Chiddarwar:
A causality-inspired data augmentation approach to cross-domain burr detection using randomly weighted shallow networks. 4223-4236 - Yangqing Zhong, Yuling Su, Hong Zhao:
Self-similarity feature based few-shot learning via hierarchical relation network. 4237-4249 - Jianfang Qi, Yue Li, Haibin Jin, Jianying Feng, Dong Tian, Weisong Mu:
A novel stratification clustering algorithm based on a new local density estimation method and an improved local inter-cluster distance measure. 4251-4283 - Ekaterina Merkurjev:
Similarity graph-based max-flow and duality approaches for semi-supervised data classification and image segmentation. 4285-4310 - Lan Di, Jiahui Zhang, Jiuzhen Liang:
Face alignment combined with shape constraints and Gaussian heatmap. 4311-4324 - Li Xu, Xiaofei Yan, Jie Huang, Yanqiu Wang, Zeng Li:
A fuzzy clustering ensemble selection based on active full-link similarity. 4325-4337 - Lin Sun, Shujing Sun, Weiping Ding, Xinyue Huang, Peiyi Fan, Kunyu Li, Leqi Chen:
Feature selection using symmetric uncertainty and hybrid optimization for high-dimensional data. 4339-4360 - Longxu Dou, Yan Gao, Mingyang Pan, Dingzirui Wang, Wanxiang Che, Jian-Guang Lou, Dechen Zhan:
UniSAr: a unified structure-aware autoregressive language model for text-to-SQL semantic parsing. 4361-4376 - Yushan Wang, Chengde Zheng, Meiyan Lin:
Robust stability of complex-valued fractional-order neural networks with uncertain parameters based on new integral inequalities. 4377-4391 - Xinyu He, Ge Yan, Changfu Si, Yonggong Ren:
General fine-grained event detection based on fusion of multi-information representation and attention mechanism. 4393-4403 - Qinwei Fan, Fengjiao Zheng, Xiaodi Huang, Dongpo Xu:
Convergence analysis for sparse Pi-sigma neural network model with entropy error function. 4405-4416 - Tao Dai, Yanjie Li:
Efficient dual domain image denoising via SURE-based optimization. 4417-4430 - Yuanhai Lv, Chen Jiao, Wanqing Zhao, Wei Zhao, Ziyu Guan, Xiaofei He:
Multi-scale fusion transformer based weakly supervised hashing learning for instance retrieval. 4431-4442
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