Information Fusion, Volume 103

Volume 103, March 2024

Regular Papers

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  Luming Zhang, Ming Chen, Guifeng Wang, Zhigeng Pan, Roger Zimmermann:
  Gaze-guided CT image retargeting by multi-attribute binary hashing. 101961

Special Issue on Multi-view Learning and Applications

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  Yang Yu, Zhekai Du, Lichao Meng, Jingjing Li, Jiang Hu:
  Adaptive online continual multi-view learning. 102020

Regular Papers

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  Juncai Guo, Jin Liu, Xiao Liu, Li Li:
  Summarizing source code through heterogeneous feature fusion and extraction. 102058

Special Issue on Graph Neural Network for Traffic Forecasting

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  Tingting Fu, Liyao Wang, Sahil Garg, M. Shamim Hossain, Qianwen Yu, Hua Hu:
  Adaptive signal light timing for regional traffic optimization based on graph convolutional network empowered traffic forecasting. 102072

Regular Papers

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  Sabina Umirzakova, Shabir Ahmad, Latif U. Khan, Taeg Keun Whangbo:
  Medical image super-resolution for smart healthcare applications: A comprehensive survey. 102075

Special Issue on Internet of Medical Things (IoMTs) Data Fusion

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  Mian Ahmad Jan, Wenjing Zhang, Fazlullah Khan, Sohail Abbas, Rahim Khan:
  Lightweight and smart data fusion approaches for wearable devices of the Internet of Medical Things. 102076

Special Issue on Graph Neural Network for Traffic Forecasting

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  Shang Liu, Miao He, Zhiqiang Wu, Peng Lu, Weixi Gu:
  Spatial-temporal graph neural network traffic prediction based load balancing with reinforcement learning in cellular networks. 102079

Special Issue on New Trends in Information Fusion and Decision Making: Social Networks and Opinion Dynamics

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  Xinli You, Fujun Hou, Francisco Chiclana:
  A reputation-based trust evaluation model in group decision-making framework. 102082

Special Issue on New Trends of Adversarial Machine Learning for Data Fusion and Intelligent System

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  Shichen Huang, Weina Fu, Zhaoyue Zhang, Shuai Liu:
  Global-local fusion based on adversarial sample generation for image-text matching. 102084

Special Issue on New Trends in Information Fusion and Decision Making: Social Networks and Opinion Dynamics

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  Prayag Tiwari, Lailei Zhang, Zhiguo Qu, Ghulam Muhammad:
  Quantum Fuzzy Neural Network for multimodal sentiment and sarcasm detection. 102085

Special Issue on Multi-view Learning and Applications

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  Ao Li, Cong Feng, Yuan Cheng, Yingtao Zhang, Hailu Yang:
  Incomplete multiview subspace clustering based on multiple kernel low-redundant representation learning. 102086
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  Yun Liao, Yong Liu, Shizhong Liao, Qinghua Hu, Jianwu Dang:
  Theoretical analysis of divide-and-conquer ERM: From the perspective of multi-view. 102087

Regular Papers

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  Yeyao Chen, Gangyi Jiang, Mei Yu, Haiyong Xu, You Yang, Yo-Sung Ho:
  Learning zero-shot dense light field reconstruction from heterogeneous imaging. 102088
• 
  Loïc Adam, Sébastien Destercke:
  Handling inconsistency in (numerical) preferences using possibility theory. 102089

Special Issue on Multi-view Learning and Applications

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  Aijia Zhang, Weiqiang Jia, Zhiguo Wan, Wei Hua, Zisong Zhao:
  Virtual lighting environment and real human fusion based on multiview videos. 102090

Special Issue on Transformer Models for Multi-source Visual Fusion and Understanding

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  Jingfeng Yao, Xinggang Wang, Shusheng Yang, Baoyuan Wang:
  ViTMatte: Boosting image matting with pre-trained plain vision transformers. 102091

Special Issue on Multi-view Learning and Applications

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  Haohui Zhang, Juntong Wu, Shichao Liu, Shen Han:
  A pre-trained multi-representation fusion network for molecular property prediction. 102092

Regular Papers

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  Juan Baz, Mikel Ferrero-Jaurrieta, Irene Díaz, Susana Montes, Gleb Beliakov, Humberto Bustince:
  Probabilistic study of Induced Ordered Linear Fusion Operators for time series forecasting. 102093
• 
  Lorenz Linhardt, Klaus-Robert Müller, Grégoire Montavon:
  Preemptively pruning Clever-Hans strategies in deep neural networks. 102094
• 
  Yuanyuan Fu, Decui Liang, Zeshui Xu:
  Higher-order interaction of stability simplicial complex driven group consensus reaching in social network. 102095

Special Issue on New Trends in Information Fusion and Decision Making: Social Networks and Opinion Dynamics

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  Zhen-Song Chen, Chong-Ze Liang, Ya-Qiang Xu, Witold Pedrycz, Miroslaw J. Skibniewski:
  Dynamic collective opinion generation framework for digital transformation barrier analysis in the construction industry. 102096

Special Issue on Multi-view Learning and Applications

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  Ben Yang, Jinghan Wu, Xuetao Zhang, Xinhu Zheng, Feiping Nie, Badong Chen:
  Discrete correntropy-based multi-view anchor-graph clustering. 102097
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  Xiaoli Wang, Yongli Wang, Guanzhou Ke, Yupeng Wang, Xiaobin Hong:
  Knowledge distillation-driven semi-supervised multi-view classification. 102098

Regular Papers

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  Zekang Bian, Jia Qu, Jie Zhou, Zhibin Jiang, Shitong Wang:
  Weighted adaptively ensemble clustering method based on fuzzy Co-association matrix. 102099
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  Xinru Han, Jianming Zhan, Yukun Bao, Bingzhen Sun:
  Three-way group consensus method based on probabilistic linguistic preference relations with acceptable inconsistency. 102100
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  Carlos Lopez-Molina, Sara Iglesias-Rey, Bernard De Baets:
  Ultrametrics for context-aware comparison of binary images. 102101
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  Bingyi Kang, Chunjiang Zhao:
  Deceptive evidence detection in information fusion of belief functions based on reinforcement learning. 102102

Special Issue on Multimodal Fusion Technologies to counter Disinformation

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  Helena Liz-López, Mamadou Keita, Abdelmalik Taleb-Ahmed, Abdenour Hadid, Javier Huertas-Tato, David Camacho:
  Generation and detection of manipulated multimodal audiovisual content: Advances, trends and open challenges. 102103

Regular Papers

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  Changzhong Wang, Yan Wang, Tingquan Deng, Weiping Ding:
  Missing multi-label learning based on the fusion of two-level nonlinear mappings. 102105

Special Issue on Internet of Medical Things (IoMTs) Data Fusion

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  Najah AbuAli, Mohammad Bilal Khan, Farman Ullah, Mohammad Hayajneh, Hikmat Ullah, Shahid Mumtaz:
  Software defined radio frequency sensing framework for Internet of Medical Things. 102106

Regular Papers

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  Zhimin Shao, Weibei Dou, Yu Pan:
  Dual-level Deep Evidential Fusion: Integrating multimodal information for enhanced reliable decision-making in deep learning. 102113

Special Issue on New Trends in Information Fusion and Decision Making: Social Networks and Opinion Dynamics

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  Yaya Liu, Lina Zhu, Rosa M. Rodríguez, Luis Martínez-López:
  Personalized fuzzy semantic model of PHFLTS: Application to linguistic group decision making. 102118

Regular Papers

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  Yushu Zhang, Gang Li, Xiao-Ping Zhang, You He:
  A deep learning model based on transformer structure for radar tracking of maneuvering targets. 102120

Special Issue on Graph Neural Network for Traffic Forecasting

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  Jianlei Kong, Xiaomeng Fan, Min Zuo, Muhammet Deveci, Xuebo Jin, Kaiyang Zhong:
  ADCT-Net: Adaptive traffic forecasting neural network via dual-graphic cross-fused transformer. 102122

Special Issue on Multi-view Learning and Applications

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  Ziyu Wang, Lusi Li, Xin Ning, Wenkai Tan, Yongxin Liu, Houbing Song:
  Incomplete multi-view clustering via structure exploration and missing-view inference. 102123

Regular Papers

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  Abhishek Kumar Ghosh, Danilo S. Catelli, Samuel Wilson, Niamh C. Nowlan, Ravi Vaidyanathan:
  Multi-modal detection of fetal movements using a wearable monitor. 102124
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  Peiming Chen, Jiaqin Jiang, Li Li, Jian Yao:
  A defocus and similarity attention-based cascaded network for multi-focus and misaligned image fusion. 102125
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  Pedro Nuno Leite, Andry Maykol Pinto:
  Fusing heterogeneous tri-dimensional information for reconstructing submerged structures in harsh sub-sea environments. 102126

Special Issue on Transformer Models for Multi-source Visual Fusion and Understanding

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  Fayaz Ali Dharejo, Iyyakutti Iyappan Ganapathi, Muhammad Zawish, Basit Alawode, Moath Alathbah, Naoufel Werghi, Sajid Javed:
  SwinWave-SR: Multi-scale lightweight underwater image super-resolution. 102127
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  Xiangtian Zheng, Xiaohua Huang, Chen Ji, Xiaolin Yang, Pengcheng Sha, Liang Cheng:
  Multi-modal person re-identification based on transformer relational regularization. 102128

Regular Papers

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  Jiehao Tang, Zhuang Ma, Kaiyu Gan, Jianhua Zhang, Zhong Yin:
  Hierarchical multimodal-fusion of physiological signals for emotion recognition with scenario adaption and contrastive alignment. 102129

Special Issue on Multi-view Learning and Applications

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  Jian Zhu, Pengbo Hu, Bingqian Li, Yi Zhou:
  Fast metric multi-view hashing for multimedia retrieval. 102130
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  Lixiang Xu, Qingzhe Cui, Wei Xu, Enhong Chen, He Tong, Yuanyan Tang:
  Walk in Views: Multi-view Path Aggregation Graph Network for 3D Shape Analysis. 102131
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  Jie Wang, Yan Yang, Yongquan Jiang, Minbo Ma, Zhuyang Xie, Tianrui Li:
  Cross-modal incongruity aligning and collaborating for multi-modal sarcasm detection. 102132

Regular Papers

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  Baiyang Chen, Yongxiang Li, Dezhong Peng, Hongmei Chen, Zhong Yuan:
  Fusing multi-scale fuzzy information to detect outliers. 102133
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  Massimo Salvi, Hui Wen Loh, Silvia Seoni, Prabal Datta Barua, Salvador García, Filippo Molinari, U. Rajendra Acharya:
  Multi-modality approaches for medical support systems: A systematic review of the last decade. 102134
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  Isaac Triguero, Daniel Molina, Javier Poyatos, Javier Del Ser, Francisco Herrera:
  General Purpose Artificial Intelligence Systems (GPAIS): Properties, definition, taxonomy, societal implications and responsible governance. 102135
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  Sahar Hassani, Ulrike Dackermann, Mohsen Mousavi, Jianchun Li:
  A systematic review of data fusion techniques for optimized structural health monitoring. 102136
• 
  Bin Yu, Ruihui Xu, Mingjie Cai, Weiping Ding:
  A clustering method based on multi-positive-negative granularity and attenuation-diffusion pattern. 102137
• 
  Lun Guo, Jianming Zhan, Gang Kou:
  Consensus reaching process using personalized modification rules in large-scale group decision-making. 102138

Special Issue on Information Fusion for Ubiquitous Computing

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  Aurora Macías, David Muñoz, Elena Navarro, Pascual González:
  Data fabric and digital twins: An integrated approach for data fusion design and evaluation of pervasive systems. 102139

Special Issue on Multimodal Fusion Technologies to counter Disinformation

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  Faramarz Farhangian, Rafael M. O. Cruz, George D. C. Cavalcanti:
  Fake news detection: Taxonomy and comparative study. 102140

Special Issue on Data Fusion for Federated Learning

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  Weiwei Jiang, Haoyu Han, Yang Zhang, Jianbin Mu:
  Federated split learning for sequential data in satellite-terrestrial integrated networks. 102141

Regular Papers

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  Huchang Liao, Jiaxin Qi, Jiawei Zhang, Chonghui Zhang, Fan Liu, Weiping Ding:
  Mining and fusing unstructured online reviews and structured public index data for hospital selection. 102142
• 
  Sani M. Abdullahi, Shuifa Sun, Beng Wang, Ning Wei, Hong-Xia Wang:
  Biometric template attacks and recent protection mechanisms: A survey. 102144
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  Mariana de Araujo Souza, Robert Sabourin, George D. C. Cavalcanti, Rafael M. O. Cruz:
  A dynamic multiple classifier system using graph neural network for high dimensional overlapped data. 102145
• 
  Hui Li, Xiao-Jun Wu:
  CrossFuse: A novel cross attention mechanism based infrared and visible image fusion approach. 102147