Information Fusion, Volume 102

Volume 102, February 2024

Regular Papers

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  Md. Ziaul Hoque, Anja Keskinarkaus, Pia Nyberg, Tapio Seppänen:
  Stain normalization methods for histopathology image analysis: A comprehensive review and experimental comparison. 101997
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  Shengdong Li, Chen Gong, Yuqing Zhu, Chuanwen Luo, Yi Hong, Xueqiang Lv:
  Context-aware Multi-level Question Embedding Fusion for visual question answering. 102000

Special Issue on Data Fusion for Federated Learning

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  Sakib Anwar Rieyan, Md. Raisul Kabir News, A. B. M. Muntasir Rahman, Sadia Afrin Khan, Sultan Tasneem Jawad Zaarif, Md. Golam Rabiul Alam, Mohammad Mehedi Hassan, Michele Ianni, Giancarlo Fortino:
  An advanced data fabric architecture leveraging homomorphic encryption and federated learning. 102004

Regular Papers

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  Hongying Liu, Zekun Li, Fanhua Shang, Yuanyuan Liu, Liang Wang, Wei Feng, Radu Timofte:
  Arbitrary-scale Super-resolution via Deep Learning: A Comprehensive Survey. 102015

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

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  Hongyu Wang, Dandan Zhang, Jun Feng, Lucia Cascone, Michele Nappi, Shaohua Wan:
  A multi-objective segmentation method for chest X-rays based on collaborative learning from multiple partially annotated datasets. 102016
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  Jian Chen, Yuzhu Hu, Qifeng Lai, Wei Wang, Junxin Chen, Han Liu, Gautam Srivastava, Ali Kashif Bashir, Xiping Hu:
  IIFDD: Intra and inter-modal fusion for depression detection with multi-modal information from Internet of Medical Things. 102017

Regular Papers

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  Václav Snásel, Juan D. Velásquez, Millie Pant, Dimitrios Georgiou, Lingping Kong:
  A generalization of multi-source fusion-based framework to stock selection. 102018
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  Smith K. Khare, Victoria Blanes-Vidal, Esmaeil S. Nadimi, U. Rajendra Acharya:
  Emotion recognition and artificial intelligence: A systematic review (2014-2023) and research recommendations. 102019

Special Issue on Multi-view Learning and Applications

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  Depeng Li, Tianqi Wang, Junwei Chen, Kenji Kawaguchi, Cheng Lian, Zhigang Zeng:
  Multi-view class incremental learning. 102021

Regular Papers

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  Hui Huang, Shuangzhi Wu, Kehai Chen, Xinnian Liang, Hui Di, Muyun Yang, Tiejun Zhao:
  Multi-view fusion for universal translation quality estimation. 102022
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  Dalibor Cimr, Hamido Fujita, Damián Busovský, Richard Cimler:
  Enhancing EEG signal analysis with geometry invariants for multichannel fusion. 102023

Special Issue on Multi-view Learning and Applications

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  Xin Peng, Jieren Cheng, Xiangyan Tang, Bin Zhang, Wenxuan Tu:
  Multi-view graph imputation network. 102024
• 
  Chuanbin Zhang, Long Chen, Zhaoyin Shi, Weiping Ding:
  Latent information-guided one-step multi-view fuzzy clustering based on cross-view anchor graph. 102025

Regular Papers

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  Zhen-Song Chen, Zhuo-Ran Wang, Muhammet Deveci, Weiping Ding, Witold Pedrycz, Miroslaw J. Skibniewski:
  Optimization-based probabilistic decision support for assessing building information modelling (BIM) maturity considering multiple objectives. 102026
• 
  Zhuolu Hou, Yuxuan Liu, Li Zhang:
  POS-GIFT: A geometric and intensity-invariant feature transformation for multimodal images. 102027

Special Issue on Data Fusion for Federated Learning

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  Ruixing Zong, Yunchuan Qin, Fan Wu, Zhuo Tang, Kenli Li:
  Fedcs: Efficient communication scheduling in decentralized federated learning. 102028

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

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  Ruyan Wang, Xingmin Yuan, Zhigang Yang, Yangliang Wan, Man Luo, Dapeng Wu:
  RFLPV: A robust federated learning scheme with privacy preservation and verifiable aggregation in IoMT. 102029

Regular Papers

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  Zhanbo Sun, Zhihang Huang, Peng Hao, Xuegang (Jeff) Ban, Tianyu Huang:
  Batch-based vehicle tracking in smart cities: A Data fusion and information integration approach. 102030
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  Ying Zeng, Wenjun Yan, Sijie Mai, Haifeng Hu:
  Disentanglement Translation Network for multimodal sentiment analysis. 102031
• 
  Xiaoping Cen, Wei Dong, Wei Lv, Yi Zhao, Fred Dubee, Alexios-Fotios A. Mentis, Dragomirka Jovic, Huanming Yang, Yixue Li:
  Towards interpretable imaging genomics analysis: Methodological developments and applications. 102032
• 
  Xin Ning, Zaiyang Yu, Lusi Li, Weijun Li, Prayag Tiwari:
  DILF: Differentiable rendering-based multi-view Image-Language Fusion for zero-shot 3D shape understanding. 102033

Special Issue on Semi-supervised Information Fusion: past, present and future

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  José Antonio Barbero-Aparicio, Alicia Olivares-Gil, Juan José Rodríguez, César García-Osorio, José-Francisco Díez-Pastor:
  Addressing data scarcity in protein fitness landscape analysis: A study on semi-supervised and deep transfer learning techniques. 102035

Regular Papers

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  Reza Davtalab, Rafael M. O. Cruz, Robert Sabourin:
  A scalable dynamic ensemble selection using fuzzy hyperboxes. 102036

Special Issue on Multimodal Fusion Technologies to counter Disinformation

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  Qilei Li, Mingliang Gao, Guisheng Zhang, Wenzhe Zhai, Jinyong Chen, Gwanggil Jeon:
  Towards Multimodal Disinformation Detection by Vision-language Knowledge Interaction. 102037

Special Issue on Graph Neural Network for Traffic Forecasting

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  Kunpeng Zhang, Feng Zhou, Lan Wu, Na Xie, Zhengbing He:
  Semantic understanding and prompt engineering for large-scale traffic data imputation. 102038

Regular Papers

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  Xue Wang, Zheng Guan, Wenhua Qian, Jinde Cao, Shu Liang, Jin Yan:
  CS2Fusion: Contrastive learning for Self-Supervised infrared and visible image fusion by estimating feature compensation map. 102039
• 
  Thanveer Shaik, Xiaohui Tao, Lin Li, Haoran Xie, Juan D. Velásquez:
  A survey of multimodal information fusion for smart healthcare: Mapping the journey from data to wisdom. 102040

Special Issue on Multi-view Learning and Applications

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  Yikai Chen, Hongli Xiao, Xiao Teng, Wenjun Liu, Long Lan:
  Enhancing accuracy of physically informed neural networks for nonlinear Schrödinger equations through multi-view transfer learning. 102041

Special Issue on Data Fusion for Federated Learning

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  He-xuan Hu, Chengcheng Cao, Qiang Hu, Ye Zhang:
  Federated learning enabled graph convolutional autoencoder and factorization machine for potential friendship prediction in social networks. 102042

Special Issue on Graph Neural Network for Traffic Forecasting

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  Chunwei Tian, Menghua Zheng, Wangmeng Zuo, Shichao Zhang, Yanning Zhang, Chia-Wen Lin:
  A cross Transformer for image denoising. 102043

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

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  Sunder Ali Khowaja, Parus Khuwaja, Fayaz Ali Dharejo, Saleem Raza, Ik Hyun Lee, Rizwan Ali Naqvi, Kapal Dev:
  ReFuSeAct: Representation fusion using self-supervised learning for activity recognition in next generation networks. 102044

Regular Papers

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  Fabien Girka, Arnaud Gloaguen, Laurent Le Brusquet, Violetta Zujovic, Arthur Tenenhaus:
  Tensor generalized canonical correlation analysis. 102045

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

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  Xiaoding Wang, Jianmin Liu, Hui Lin, Sahil Garg, Mubarak Alrashoud:
  A multi-modal spatial-temporal model for accurate motion forecasting with visual fusion. 102046

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

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  Gaocan Gong, Xu Zhou, Quanbo Zha:
  Managing fairness and consensus based on individual consciousness of preventing manipulation. 102047

Regular Papers

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  Ghalya Alwhishi, Jamal Bentahar, Ahmed Elwhishi, Witold Pedrycz, Nagat Drawel:
  Multi-valued model checking IoT and intelligent systems with commitment protocols in multi-source data environments. 102048
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  Jinghua Tan, Muhammet Deveci, Juan Li, Kaiyang Zhong:
  Asset pricing via fused deep learning with visual clues. 102049

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

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  Senthil Murugan Nagarajan, Ganesh Gopal Devarajan, T. V. Ramana, Asha Jerlin M., Ali Kashif Bashir, Yasser D. Al-Otaibi:
  Adversarial Deep Learning based Dampster-Shafer data fusion model for intelligent transportation system. 102050

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

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  Shumoos Al-Fahdawi, Alaa S. Al-Waisy, Diyar Qader Zeebaree, Rami Qahwaji, Hayder Natiq, Mazin Abed Mohammed, Jan Nedoma, Radek Martinek, Muhammet Deveci:
  Fundus-DeepNet: Multi-label deep learning classification system for enhanced detection of multiple ocular diseases through data fusion of fundus images. 102059
• 
  Shams Forruque Ahmed, Md. Sakib Bin Alam, Shaila Afrin, Sabiha Jannat Rafa, Nazifa Rafa, Amir H. Gandomi:
  Insights into Internet of Medical Things (IoMT): Data fusion, security issues and potential solutions. 102060
• 
  Muhammad Zafar Iqbal, Imran Razzak, Abdul Qayyum, Thanh Thi Nguyen, M. Tanveer, Arcot Sowmya:
  Hybrid unsupervised paradigm based deformable image fusion for 4D CT lung image modality. 102061

Regular Papers

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  Jicun Jiang, Xiaodi Liu, Zengwen Wang, Weiping Ding, Shitao Zhang:
  Large group emergency decision-making with bi-directional trust in social networks: A probabilistic hesitant fuzzy integrated cloud approach. 102062

Special Issue on Graph Neural Network for Traffic Forecasting

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  Guangyue Li, Zilong Zhao, Xiaogang Guo, Luliang Tang, Huazu Zhang, Jinghan Wang:
  Towards integrated and fine-grained traffic forecasting: A Spatio-Temporal Heterogeneous Graph Transformer approach. 102063

Regular Papers

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  Germán González-Almagro, Pablo Sánchez Bermejo, Juan-Luis Suárez, José Ramón Cano, Salvador García:
  Semi-supervised clustering with two types of background knowledge: Fusing pairwise constraints and monotonicity constraints. 102064

Special Issue on Semi-supervised Information Fusion: past, present and future

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  Lingling Xu, Haoran Xie, Fu Lee Wang, Xiaohui Tao, Weiming Wang, Qing Li:
  Contrastive sentence representation learning with adaptive false negative cancellation. 102065

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

• 
  Gao-Feng Yu:
  A multi-objective decision method for the network security situation grade assessment under multi-source information. 102066

Regular Papers

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  Václav Snásel, Martin Stepnicka, Varun Ojha, Ponnuthurai Nagaratnam Suganthan, Ruobin Gao, Lingping Kong:
  Large-scale data classification based on the integrated fusion of fuzzy learning and graph neural network. 102067

Special Issue on Multi-view Learning and Applications

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  Jianping Gou, Nannan Xie, Jinhua Liu, Baosheng Yu, Weihua Ou, Zhang Yi, Wu Chen:
  Hierarchical graph augmented stacked autoencoders for multi-view representation learning. 102068
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  Shuai Niu, Jing Ma, Liang Bai, Zhihua Wang, Li Guo, Xian Yang:
  EHR-KnowGen: Knowledge-enhanced multimodal learning for disease diagnosis generation. 102069

Regular Papers

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  Hao Luo, Qianli Zhou, Zhen Li, Yong Deng:
  Variational Quantum Linear Solver-based Combination Rules in Dempster-Shafer Theory. 102070
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  Bo Liu, Lejian He, Yuchen Xie, Yuejia Xiang, Li Zhu, Weiping Ding:
  MinJoT: Multimodal infusion Joint Training for noise learning in text and multimodal classification problems. 102071
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  Xiaoke Shang, Gehui Li, Zhiying Jiang, Shaomin Zhang, Nai Ding, Jinyuan Liu:
  Holistic Dynamic Frequency Transformer for image fusion and exposure correction. 102073

Special Issue on Data Fusion for Federated Learning

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  Mikail Mohammed Salim, Abir El Azzaoui, Xianjun Deng, Jong Hyuk Park:
  FL-CTIF: A federated learning based CTI framework based on information fusion for secure IIoT. 102074

Special Issue on Multi-view Learning and Applications

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  Xiao Zheng, Minhui Wang, Kai Huang, En Zhu:
  Global and cross-modal feature aggregation for multi-omics data classification and application on drug response prediction. 102077

Special Issue on Graph Neural Network for Traffic Forecasting

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  Yutian Liu, Soora Rasouli, Melvin Wong, Tao Feng, Tianjin Huang:
  RT-GCN: Gaussian-based spatiotemporal graph convolutional network for robust traffic prediction. 102078

Regular Papers

• 
  Liang Diao, Xin Tang, Jun Wang, Guotong Xie, Junlin Hu:
  Hierarchical visual-semantic interaction for scene text recognition. 102080

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

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  Bingzhen Sun, Chenxi Liu, Yanlin Li, Qingchun Huang, Xiaoli Chu:
  An approach to co-medication mechanism mining of Chinese Materia Medica and western medicines based on complex networks with the multi-source heterogeneous information. 102081

Regular Papers

• 
  Qianli Zhou, Ye Cui, Witold Pedrycz, Yong Deng:
  Conjunctive and disjunctive combination rules in random permutation set theory: A layer-2 belief structure perspective. 102083