Information Fusion, Volume 104

Volume 104, April 2024

Regular Papers

• 
  Han Zhou, Shuli Sun:
  Distributed filtering for multi-sensor networked systems with stochastic communication protocol and correlated noises. 102121
• 
  Wenqian Shang, Jiazhao Chai, Jianxiang Cao, Xia Lei, Haibin Zhu, Yongkai Fan, Weiping Ding:
  Aspect-level sentiment analysis based on aspect-sentence graph convolution network. 102143

Special Issue on Graph Neural Network for Traffic Forecasting

• 
  Jian Chen, Li Zheng, Yuzhu Hu, Wei Wang, Hongxing Zhang, Xiping Hu:
  Traffic flow matrix-based graph neural network with attention mechanism for traffic flow prediction. 102146

Regular Papers

• 
  Qing Ma, Junjun Jiang, Xianming Liu, Jiayi Ma:
  Reciprocal transformer for hyperspectral and multispectral image fusion. 102148

Special Issue on Graph Neural Network for Traffic Forecasting

• 
  Yi Wang, Di Zhu:
  A hypergraph-based hybrid graph convolutional network for intracity human activity intensity prediction and geographic relationship interpretation. 102149

Regular Papers

• 
  Tengyu Yin, Hongmei Chen, Jihong Wan, Pengfei Zhang, Shi-Jinn Horng, Tianrui Li:
  Exploiting feature multi-correlations for multilabel feature selection in robust multi-neighborhood fuzzy β covering space. 102150
• 
  Bhawna Goyal, Ayush Dogra, Dawa Chyophel Lepcha, Vishal Goyal, Ahmed Alkhayyat, Jasgurpreet Singh Chohan, Vinay Kukreja:
  Recent advances in image dehazing: Formal analysis to automated approaches. 102151
• 
  Shun Wang, Yongbo Li, Khandaker Noman, Zhixiong Li, Ke Feng, Zheng Liu, Zichen Deng:
  Multivariate multiscale dispersion Lempel-Ziv complexity for fault diagnosis of machinery with multiple channels. 102152

Special Issue on Information Fusion for Ubiquitous Computing

• 
  Sujee Lee, Yooseok Lim, Kyuhee Lim:
  Multimodal sensor fusion models for real-time exercise repetition counting with IMU sensors and respiration data. 102153
• 
  Marcos Lupión, Aurora Polo Rodríguez, Javier Medina Quero, Juan F. Sanjuan, Pilar M. Ortigosa:
  3D Human Pose Estimation from multi-view thermal vision sensors. 102154

Regular Papers

• 
  Haiyue Wang, Quan Wang, Qiguang Miao, Xiaoke Ma:
  Joint learning of data recovering and graph contrastive denoising for incomplete multi-view clustering. 102155

Special Issue on Multi-view Learning and Applications

• 
  Chao Li, Ning Bian, Ziping Zhao, Haishuai Wang, Björn W. Schuller:
  Multi-view domain-adaptive representation learning for EEG-based emotion recognition. 102156

Regular Papers

• 
  Huilai Zhi, Jinhai Li:
  Component similarity based conflict analysis: An information fusion viewpoint. 102157
• 
  Zihan Cao, Shiqi Cao, Liang-Jian Deng, Xiao Wu, Junming Hou, Gemine Vivone:
  Diffusion model with disentangled modulations for sharpening multispectral and hyperspectral images. 102158

Special Issue on Information Fusion for Ubiquitous Computing

• 
  Aurora González-Vidal, Antonio Martínez Ibarra, Antonio F. Skarmeta:
  MultiBEATS: Blocks of eigenvalues algorithm for multivariate time series dimensionality reduction. 102159

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

• 
  Mengying Feng, Limei Jing, Xiangrui Chao, Enrique Herrera-Viedma:
  Social relation-driven consensus reaching in large-scale group decision-making using semi-supervised classification. 102160

Special Issue on Multi-view Learning and Applications

• 
  Huiting Fan, Xingnan Zhang, Yingying Xu, Jiangxiong Fang, Shiqing Zhang, Xiaoming Zhao, Jun Yu:
  Transformer-based multimodal feature enhancement networks for multimodal depression detection integrating video, audio and remote photoplethysmograph signals. 102161

Regular Papers

• 
  Chao Lian, Yuliang Zhao, Jinliang Shao, Tianang Sun, Fanghecong Dong, Zhongjie Ju, Zhikun Zhan, Peng Shan:
  CFI-LFENet: Infusing cross-domain fusion image and lightweight feature enhanced network for fault diagnosis. 102162

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

• 
  Yu Sun, Xiyang Zhi, Shikai Jiang, Guanghua Fan, Xu Yan, Wei Zhang:
  Image fusion for the novelty rotating synthetic aperture system based on vision transformer. 102163

Special Issue on Information Fusion for Ubiquitous Computing

• 
  Daniel Bolaños-Martinez, María Bermúdez-Edo, José Luis Garrido:
  Clustering pipeline for vehicle behavior in smart villages. 102164

Regular Papers

• 
  Yu Ma, Rui Mao, Qika Lin, Peng Wu, Erik Cambria:
  Quantitative stock portfolio optimization by multi-task learning risk and return. 102165

Special Issue on Multimodal Fusion Technologies to counter Disinformation

• 
  Zhiguo Qu, Yunyi Meng, Ghulam Muhammad, Prayag Tiwari:
  QMFND: A quantum multimodal fusion-based fake news detection model for social media. 102172

Regular Papers

• 
  Bo Jiang, Yiyi Zhao, Jianglin Dong, Jiangping Hu:
  Analysis of the influence of trust in opposing opinions: An inclusiveness-degree based Signed Deffuant-Weisbush model. 102173

Special Issue on Multi-view Learning and Applications

• 
  Hongyue Xiang, Weidong Min, Qing Han, Cheng Zha, Qian Liu, Meng Zhu:
  Structure-aware multi-view image inpainting using dual consistency attention. 102174

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

• 
  Jingjun Bi, Fadi Dornaika:
  Sample-weighted fused graph-based semi-supervised learning on multi-view data. 102175

Special Issue on Graph Neural Network for Traffic Forecasting

• 
  Jianbo Li, Zhiqiang Lv, Zhaobin Ma, Xiaotong Wang, Zhihao Xu:
  Optimization of spatial-temporal graph: A taxi demand forecasting model based on spatial-temporal tree. 102178

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

• 
  Boyuan Zhang, Yucheng Shi, Yahong Han, Qinghua Hu, Weiping Ding:
  Cascade & allocate: A cross-structure adversarial attack against models fusing vision and language. 102179

Regular Papers

• 
  Sarah Almaghrabi, Mashud Rana, Margaret Hamilton, Mohammad Saiedur Rahaman:
  Multivariate solar power time series forecasting using multilevel data fusion and deep neural networks. 102180
• 
  Shichao Wu, Shouwang Huang, Zicheng Liu, Qianyi Zhang, Jingtai Liu:
  AFPILD: Acoustic footstep dataset collected using one microphone array and LiDAR sensor for person identification and localization. 102181
• 
  Gaosheng Liu, Huanjing Yue, Kun Li, Jing-Yu Yang:
  Adaptive pixel aggregation for joint spatial and angular super-resolution of light field images. 102183
• 
  Xinlei Sun, Jianjun Zhu, Jiepeng Wang, Ignacio Javier Pérez Gálvez, Francisco Javier Cabrerizo:
  Consensus-reaching process in multi-stage large-scale group decision-making based on social network analysis: Exploring the implication of herding behavior. 102184
• 
  Weiwei Guo, Wei-Guo Zhang, Zaiwu Gong, Gang Kou, Xiaoxia Xu:
  Multi-round minimum cost consensus model with objectivity-fairness driven feedback mechanism. 102185
• 
  Xiaoli Zhao, Xingjun Zhu, Jiahui Liu, Yuanhao Hu, Tianyu Gao, Liyong Zhao, Jianyong Yao, Zheng Liu:
  Model-Assisted Multi-source Fusion Hypergraph Convolutional Neural Networks for intelligent few-shot fault diagnosis to Electro-Hydrostatic Actuator. 102186
• 
  Boxiang Zhang, Wei Yi, Ángel F. García-Fernández, Lingjiang Kong:
  The trajectory motion model based TPHD and TCPHD filters for maneuvering targets. 102187

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

• 
  Ludmila I. Kuncheva, José Luis Garrido-Labrador, Ismael Ramos-Pérez, Samuel L. Hennessey, Juan José Rodríguez:
  Semi-supervised classification with pairwise constraints: A case study on animal identification from video. 102188

Special Issue on Data Fusion for Federated Learning

• 
  Massimo Ficco, Antonio Guerriero, E. Milite, Francesco Palmieri, Roberto Pietrantuono, Stefano Russo:
  Federated learning for IoT devices: Enhancing TinyML with on-board training. 102189

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

• 
  Sen Qiu, Yongtao Chen, Yulin Yang, Pengfei Wang, Zhelong Wang, Hongyu Zhao, Yuntong Kang, Ruicheng Nie:
  A review on semi-supervised learning for EEG-based emotion recognition. 102190

Regular Papers

• 
  Zhimin Zhang, Fan Zhang, Lingfeng Mao, Cheng Chen, Huansheng Ning:
  DFS-WR: A novel dual feature selection and weighting representation framework for classification. 102191
• 
  Bing Tu, Qi Ren, Jun Li, Zhaolou Cao, Yunyun Chen, Antonio Plaza:
  NCGLF2: Network combining global and local features for fusion of multisource remote sensing data. 102192
• 
  Xiaoliang Feng, Changsheng Wu, Quanbo Ge:
  Sequential fusion filtering based on minimum error entropy criterion. 102193
• 
  Nianchang Huang, Baichao Xing, Qiang Zhang, Jungong Han, Jin Huang:
  Co-segmentation assisted cross-modality person re-identification. 102194
• 
  Junzhuo Liu, Qiaosong Chen, Ye Zhang, Zhixiang Wang, Xin Deng, Jin Wang:
  Multi-level feature fusion network combining attention mechanisms for polyp segmentation. 102195

Special Issue on Graph Neural Network for Traffic Forecasting

• 
  Ying Ma, Haijie Lou, Ming Yan, Fanghui Sun, Guoqi Li:
  Spatio-temporal fusion graph convolutional network for traffic flow forecasting. 102196

Special Issue on Information Fusion for Ubiquitous Computing

• 
  Giuseppe D'Aniello, Matteo Gaeta, Raffaele Gravina, Qimeng Li, Zia ur Rehman, Giancarlo Fortino:
  Situation identification in smart wearable computing systems based on machine learning and Context Space Theory. 102197

Regular Papers

• 
  Tiancheng Li, Yan Song, Enbin Song, Hongqi Fan:
  Arithmetic average density fusion - Part I: Some statistic and information-theoretic results. 102199

Special Issue on Multi-view Learning and Applications

• 
  Qian Zhou, Ting Chen, Hua Zou, Xuan Xiao:
  Uncertainty-aware incomplete multimodal fusion for few-shot Central Retinal Artery Occlusion classification. 102200
• 
  Neng Dong, Shuanglin Yan, Hao Tang, Jinhui Tang, Liyan Zhang:
  Multi-view Information Integration and Propagation for occluded person re-identification. 102201

Regular Papers

• 
  Toan Nguyen Mau, Anh-Cuong Le, Duc-Hong Pham, Van-Nam Huynh:
  An information fusion based approach to context-based fine-tuning of GPT models. 102202
• 
  Qiang Lu, Yunfei Long, Xia Sun, Jun Feng, Hao Zhang:
  Fact-sentiment incongruity combination network for multimodal sarcasm detection. 102203
• 
  Zhenxiang Xiao, Yuzhong Chen, Junjie Yao, Lu Zhang, Zhengliang Liu, Zihao Wu, Xiaowei Yu, Yi Pan, Lin Zhao, Chong Ma, Xinyu Liu, Wei Liu, Xiang Li, Yixuan Yuan, Dinggang Shen, Dajiang Zhu, Dezhong Yao, Tianming Liu, Xi Jiang:
  Instruction-ViT: Multi-modal prompts for instruction learning in vision transformer. 102204
• 
  Sha Wang, Jian Wu, Francisco Chiclana, Feixia Ji, Hamido Fujita:
  Global feedback mechanism by explicit and implicit power for group consensus in social network. 102205

Special Issue on Graph Neural Network for Traffic Forecasting

• 
  Yinxin Bao, Qinqin Shen, Yang Cao, Quan Shi:
  PLU-MCN: Perturbation learning enhanced U-shaped multi-graph convolutional network for traffic flow prediction. 102213