Information Fusion, Volume 101

Volume 101, January 2024

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

• 
  Xueling Zhou, Shengli Li, Cuiping Wei:
  Consensus reaching process for group decision-making based on trust network and ordinal consensus measure. 101969

Special Issue on Graph Neural Network for Traffic Forecasting

• 
  Jinlei Zhang, Shuai Mao, Lixing Yang, Wei Ma, Shukai Li, Ziyou Gao:
  Physics-informed deep learning for traffic state estimation based on the traffic flow model and computational graph method. 101971

Regular Papers

• 
  Zhizhong Liu, Bin Zhou, Dianhui Chu, Yuhang Sun, Lingqiang Meng:
  Modality translation-based multimodal sentiment analysis under uncertain missing modalities. 101973
• 
  Jinxing Li, Chuhao Zhou, Xiaoqiang Ji, Mu Li, Guangming Lu, Yong Xu, David Zhang:
  Multi-view Instance Attention Fusion Network for classification. 101974
• 
  Dianlong You, Hongtao Wu, Jiale Liu, Huigui Yan, Chuan Ma, Zhen Chen, Xindong Wu:
  Continuous causal structure learning from incremental instances and feature spaces. 101975
• 
  Andong Li, Guochen Yu, Zhongweiyang Xu, Cunhang Fan, Xiaodong Li, Chengshi Zheng:
  TaBE: Decoupling spatial and spectral processing with Taylor's unfolding method in the beamspace domain for multi-channel speech enhancement. 101976
• 
  Yuanpeng Zhang, Guanjin Wang, Ta Zhou, Xiuyu Huang, Saikit Lam, Jiabao Sheng, Kup-Sze Choi, Jing Cai, Weiping Ding:
  Takagi-Sugeno-Kang fuzzy system fusion: A survey at hierarchical, wide and stacked levels. 101977
• 
  Marília Barandas, Lorenzo Famiglini, Andrea Campagner, Duarte Folgado, Raquel Simão, Federico Cabitza, Hugo Gamboa:
  Evaluation of uncertainty quantification methods in multi-label classification: A case study with automatic diagnosis of electrocardiogram. 101978
• 
  Saulo Martiello Mastelini, Bruno Veloso, Max Halford, André Carlos Ponce de Leon Ferreira de Carvalho, João Gama:
  SWINN: Efficient nearest neighbor search in sliding windows using graphs. 101979
• 
  Jiaming Wang, Tao Lu, Xiao Huang, Ruiqian Zhang, Xiaoxiao Feng:
  Pan-sharpening via conditional invertible neural network. 101980

Special Issue on Multi-view Learning and Applications

• 
  Aojun Gong, Lianbo Guo, Yuan Yu, Yunzhi Xia, Xianjun Deng, Zhenlin Hu:
  Spectrum-image dual-modality fusion empowered accurate and efficient classification system for traditional Chinese medicine. 101981

Regular Papers

• 
  Ying Ma, Wen Liu, Baoxiang Huang, Fenglin Tian, Ge Chen:
  EFGAN: An automatic GAN-based methodology for mining eddy-front coupling with fused remote sensing data. 101982

Special Issue on Graph Neural Network for Traffic Forecasting

• 
  Yi Lin, Dongyue Guo, Yuankai Wu, Lishuai Li, Edmond Qi Wu, Wenyi Ge:
  Fuel consumption prediction for pre-departure flights using attention-based multi-modal fusion. 101983

Regular Papers

• 
  Youcef Djenouri, Ahmed Nabil Belbachir, Alberto Cano, Asma Belhadi:
  Spatio-temporal visual learning for home-based monitoring. 101984
• 
  Zheyuan Chen, Yuwei Wan, Ying Liu, Agustin Valera-Medina:
  A knowledge graph-supported information fusion approach for multi-faceted conceptual modelling. 101985
• 
  Mohammad Sultan Mahmud, Joshua Zhexue Huang, Salvador García:
  Clustering approximation via a fusion of multiple random samples. 101986
• 
  Zhen Guo, Zelin Wan, Qisheng Zhang, Xujiang Zhao, Qi Zhang, Lance M. Kaplan, Audun Jøsang, Dong Hyun Jeong, Feng Chen, Jin-Hee Cho:
  A survey on uncertainty reasoning and quantification in belief theory and its application to deep learning. 101987
• 
  Rui Mao, Kai He, Xulang Zhang, Guanyi Chen, Jinjie Ni, Zonglin Yang, Erik Cambria:
  A survey on semantic processing techniques. 101988

Special Issue on Multi-view Learning and Applications

• 
  Xue Dong, Xuemeng Song, Minghui Tian, Linmei Hu:
  Prompt-based and weak-modality enhanced multimodal recommendation. 101989

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

• 
  Akshi Kumar, Deepak Kumar Jain, Abhishek Mallik, Sanjay Kumar:
  Modified node2vec and attention based fusion framework for next POI recommendation. 101998

Regular Papers

• 
  Mauro Silberberg, Hernán E. Grecco:
  Binlets: Data fusion-aware denoising enables accurate and unbiased quantification of multichannel signals. 101999
• 
  Qi Cao, Liang-Jian Deng, Wu Wang, Junming Hou, Gemine Vivone:
  Zero-shot semi-supervised learning for pansharpening. 102001

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

• 
  Izhar Ahmed Khan, Imran Razzak, Dechang Pi, Nasrullah Khan, Yasir Hussain, Bentian Li, Tanzeela Kousar:
  Fed-Inforce-Fusion: A federated reinforcement-based fusion model for security and privacy protection of IoMT networks against cyber-attacks. 102002

Regular Papers

• 
  Hebaixu Wang, Hao Zhang, Xin Tian, Jiayi Ma:
  Zero-Sharpen: A universal pansharpening method across satellites for reducing scale-variance gap via zero-shot variation. 102003

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

• 
  Xingxing Jiang, Xuegang Li, Qian Wang, Qiuyu Song, Jie Liu, Zhongkui Zhu:
  Multi-sensor data fusion-enabled semi-supervised optimal temperature-guided PCL framework for machinery fault diagnosis. 102005

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

• 
  Giuseppe Varone, Wadii Boulila, Maha Driss, Saru Kumari, Muhammad Khurram Khan, Thippa Reddy Gadekallu, Amir Hussain:
  Finger pinching and imagination classification: A fusion of CNN architectures for IoMT-enabled BCI applications. 102006
• 
  Zhe Qin, Yaqiong Zhang, Jian Li, Deming Li, Yanqing Mo, Liyang Wang, Peiyu Qian, Li Feng:
  A reconstruction and convolution operations enabled variant vision transformer with gastroscopic images for automatic locating of polyps in Internet of Medical Things. 102007

Regular Papers

• 
  Jin Ye, Bingzhen Sun, Juncheng Bai, Qiang Bao, Xiaoli Chu, Kun Bao:
  A preference-approval structure-based non-additive three-way group consensus decision-making approach for medical diagnosis. 102008

Special Issue on Multi-view Learning and Applications

• 
  Boao Hu, Xu Wang, Peng Zhou, Liang Du:
  Multi-view Outlier Detection via Graphs Denoising. 102012

Regular Papers

• 
  Yingjie Tian, Duo Su, Shilin Li:
  Adaptive robust loss for landmark detection. 102013
• 
  Xingli Wu, Huchang Liao, Chonghui Zhang:
  Preference disaggregation analysis for sorting problems in the context of group decision-making with uncertain and inconsistent preferences. 102014