Information Fusion, Volume 100

Volume 100, December 2023

Regular Papers

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  Nghia Hieu Nguyen, Duong T. D. Vo, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen:
  OpenViVQA: Task, dataset, and multimodal fusion models for visual question answering in Vietnamese. 101868
• 
  Lingzhong Zhang, Jianquan Lu, Fengyi Liu, Jungang Lou:
  Fixed-time synchronization of delayed dynamic networks: Average aperiodic intermittent control interval approach. 101897
• 
  Wenbo Dong, Shiliang Sun, Jing Zhao, Nan Zhang:
  Knowledge graph relation reasoning with variational reinforcement network. 101900
• 
  Aihua Zheng, Xianpeng Zhu, Zhiqi Ma, Chenglong Li, Jin Tang, Jixin Ma:
  Cross-directional consistency network with adaptive layer normalization for multi-spectral vehicle re-identification and a high-quality benchmark. 101901

Special Issue on Multi-view Learning and Applications

• 
  Miaomiao Li, Yi Zhang, Suyuan Liu, Zhe Liu, Xinzhong Zhu:
  Simple multiple kernel k-means with kernel weight regularization. 101902

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

• 
  Yunyun Niu, Yongwei Su, Siqi Li, Shuangwei Wan, Xuemei Cao:
  Deep adversarial autoencoder recommendation algorithm based on group influence. 101903

Regular Papers

• 
  Kaixi Hu, Lin Li, Xiaohui Tao, Juan D. Velásquez, Patrick J. Delaney:
  Information fusion in crime event analysis: A decade survey on data, features and models. 101904
• 
  Antonio-Francisco Roldán-López-de-Hierro, Humberto Bustince, María del Mar Rueda, Concepción Roldán, Laura De Miguel, Carlos Guerra:
  On the notion of fuzzy dispersion measure and its application to triangular fuzzy numbers. 101905
• 
  Di Jin, Luzhi Wang, He Zhang, Yizhen Zheng, Weiping Ding, Feng Xia, Shirui Pan:
  A survey on fairness-aware recommender systems. 101906
• 
  Qing Ma, Junjun Jiang, Xianming Liu, Jiayi Ma:
  Learning a 3D-CNN and Transformer prior for hyperspectral image super-resolution. 101907
• 
  David Vander Mijnsbrugge, Femke Ongenae, Sofie Van Hoecke:
  Context-aware deep learning with dynamically assembled weight matrices. 101908
• 
  Yaozu Wu, Yankai Chen, Zhishuai Yin, Weiping Ding, Irwin King:
  A survey on graph embedding techniques for biomedical data: Methods and applications. 101909
• 
  Peng Zhou, Xia Wang, Liang Du:
  Bi-level ensemble method for unsupervised feature selection. 101910
• 
  Yijie Ding, Prayag Tiwari, Fei Guo, Quan Zou:
  Multi-correntropy fusion based fuzzy system for predicting DNA N4-methylcytosine sites. 101911
• 
  Reyhane Ghaffari, Mohammad Sadegh Helfroush, Abbas Khosravi, Kamran Kazemi, Habibollah Danyali, Leszek Rutkowski:
  Toward domain adaptation with open-set target data: Review of theory and computer vision applications. 101912

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

• 
  Zhiguo Qu, Yang Li, Prayag Tiwari:
  QNMF: A quantum neural network based multimodal fusion system for intelligent diagnosis. 101913

Special Issue on Multi-view Learning and Applications

• 
  Zheng Zhang, Wenjue He:
  Tensorized topological graph learning for generalized incomplete multi-view clustering. 101914
• 
  Shudong Huang, Yixi Liu, Hecheng Cai, Yuze Tan, Chenwei Tang, Jiancheng Lv:
  Smooth representation learning from multi-view data. 101916
• 
  Wai Keung Wong, Chengliang Liu, Shijie Deng, Lunke Fei, Lusi Li, Yuwu Lu, Jie Wen:
  Neighbor group structure preserving based consensus graph learning for incomplete multi-view clustering. 101917

Regular Papers

• 
  Fabio Giampaolo, Federico Gatta, Edoardo Prezioso, Salvatore Cuomo, Mengchu Zhou, Giancarlo Fortino, Francesco Piccialli:
  ENCODE - Ensemble neural combination for optimal dimensionality encoding in time-series forecasting. 101918
• 
  Ling Zhuang, Hao Fei, Po Hu:
  Knowledge-enhanced event relation extraction via event ontology prompt. 101919
• 
  Sijie Mai, Ying Zeng, Haifeng Hu:
  Learning from the global view: Supervised contrastive learning of multimodal representation. 101920
• 
  Tan Yue, Rui Mao, Heng Wang, Zonghai Hu, Erik Cambria:
  KnowleNet: Knowledge fusion network for multimodal sarcasm detection. 101921

Special Issue on Multimodal Fusion Technologies to counter Disinformation

• 
  Junho Yoon, Gyu Ho Choi, Chang Choi:
  Multimedia analysis of robustly optimized multimodal transformer based on vision and language co-learning. 101922

Regular Papers

• 
  Antonella Guzzo, Giancarlo Fortino, Gianluigi Greco, Marcello Maggiolini:
  Data and model aggregation for radiomics applications: Emerging trend and open challenges. 101923

Special Issue on Graph Neural Network for Traffic Forecasting

• 
  Zhen Yan, Hongyu Yang, Dongyue Guo, Yi Lin:
  Improving airport arrival flow prediction considering heterogeneous and dynamic network dependencies. 101924

Regular Papers

• 
  Yu Fu, Yanyan Huang, Zhe Zhang, Shunjie Dong, Le Xue, Meng Niu, Yunxin Li, Zhiguo Shi, Yalin Wang, Hong Zhang, Mei Tian, Cheng Zhuo:
  OTFPF: Optimal transport based feature pyramid fusion network for brain age estimation. 101931
• 
  Bin Zhu, Meng Wu, Yunpeng Hong, Yi Chen, Bo Xie, Fei Liu, Chenyang Bu, Weiping Ding:
  MMIEA: Multi-modal Interaction Entity Alignment model for knowledge graphs. 101935
• 
  Lu Chen, Haiyan Xu, Witold Pedrycz:
  Conflict analysis based on a novel three-way decisions graph model for conflict resolution method under hesitant fuzzy environment. 101936

Special Issue on Multi-view Learning and Applications

• 
  Jie Xu, Yazhou Ren, Xiaoshuang Shi, Heng Tao Shen, Xiaofeng Zhu:
  UNTIE: Clustering analysis with disentanglement in multi-view information fusion. 101937

Regular Papers

• 
  Huanhuan Li, Jieyu Ding:
  Robust optimal consensus feedback mechanism with private interest in the context of uncertain cost. 101938
• 
  Jialun Wu, Kai He, Rui Mao, Chen Li, Erik Cambria:
  MEGACare: Knowledge-guided multi-view hypergraph predictive framework for healthcare. 101939
• 
  Yong Shi, Mengyu Shang, Zhiquan Qi:
  Intelligent layout generation based on deep generative models: A comprehensive survey. 101940

Special Issue on Multi-view Learning and Applications

• 
  Xingfeng Li, Yinghui Sun, Quansen Sun, Zhenwen Ren, Yuan Sun:
  Cross-view Graph Matching Guided Anchor Alignment for Incomplete Multi-view Clustering. 101941

Regular Papers

• 
  Antoon Bronselaer, Maribel Acosta:
  Parker: Data fusion through consistent repairs using edit rules under partial keys. 101942
• 
  Aitor Martínez-Seras, Javier Del Ser, Jesus L. Lobo, Pablo García Bringas, Nikola K. Kasabov:
  A novel Out-of-Distribution detection approach for Spiking Neural Networks: Design, fusion, performance evaluation and explainability. 101943
• 
  Lianwei Wu, Yuzhou Long, Chao Gao, Zhen Wang, Yanning Zhang:
  MFIR: Multimodal fusion and inconsistency reasoning for explainable fake news detection. 101944
• 
  J. M. Górriz, I. Álvarez Illán, Agustín Álvarez Marquina, Juan Eloy Arco, Martin Atzmüller, F. Ballarini, Emilia I. Barakova, Guido Bologna, María Paula Bonomini, Germán Castellanos-Domínguez, Diego Castillo-Barnes, S. B. Cho, A. Ricardo Contreras, J. M. Cuadra, Enrique Domínguez, Francisco Domínguez-Mateos, Richard J. Duro, David A. Elizondo, Antonio Fernández-Caballero, Eduardo Fernández, Marco A. Formoso, Nicolás Gallego-Molina, Javier Gamazo, Javier González Jiménez, Jacob Rodriguez-Rivero, Carlos Garre del Olmo, F. Javier Garrigós, Andrés Gómez-Rodellar, Pedro Gómez Vilda, Manuel Graña, Bernabé Rodríguez-Tapia, Sophie C. F. Hendrikse, Carmen Jimenez-Mesa, Marina Jodra-Chuan, Vicente Julián, G. Gabriela Kotz, Krzysztof Kutt, Matthew Leming, Javier de Lope Asiaín, Beatriz del Cisne Macas Ordónez, V. Marrero-Aguiar, José Javier Martínez, Francisco Jesús Martínez-Murcia, Rafael Martínez-Tomás, Jirí Mekyska, Grzegorz J. Nalepa, Paulo Novais, D. Orellana, Andrés Ortiz, Daniel Palacios-Alonso, José T. Palma, António Pereira, Pedro Pinacho Davidson, M. A. Pinninghoff, M. Ponticorvo, Alexandra Psarrou, Javier Ramírez, Mariano Rincón, V. Rodellar-Biarge, Ignacio Rodríguez-Rodríguez, Peter H. M. P. Roelofsma, José Santos, Diego Salas-Gonzalez, Pedro Salcedo Lagos, Fermín Segovia, Afshin Shoeibi, M. Silva, Dragan Simic, John Suckling, Jan Treur, Athanasios Tsanas, Ramiro Varela, S. H. Wang, Wei Wang, Y. D. Zhang, Hengde Zhu, Z. Zhu, J. M. Ferrández-Vicente:
  Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trends. 101945

Special Issue on Graph Neural Network for Traffic Forecasting

• 
  Yi Xu, Liangzhe Han, Tongyu Zhu, Leilei Sun, Bowen Du, Weifeng Lv:
  Generic Dynamic Graph Convolutional Network for traffic flow forecasting. 101946

Special Issue on Multi-view Learning and Applications

• 
  Erlin Pan, Zhao Kang:
  High-order multi-view clustering for generic data. 101947

Regular Papers

• 
  Wenbin Qian, Jintao Huang, Fankang Xu, Wenhao Shu, Weiping Ding:
  A survey on multi-label feature selection from perspectives of label fusion. 101948
• 
  Van-Anh Nguyen, Seong G. Kong:
  Multimodal feature fusion for illumination-invariant recognition of abnormal human behaviors. 101949

Special Issue on Multi-view Learning and Applications

• 
  Xia-an Bi, Sheng Luo, Siyu Jiang, Yu Wang, Zhao-Xu Xing, Luyun Xu:
  Explainable and programmable hypergraph convolutional network for imaging genetics data fusion. 101950

Regular Papers

• 
  Jianhua Dai, Weiyi Huang, Weisi Wang, Chucai Zhang:
  Semi-supervised attribute reduction based on label distribution and label irrelevance. 101951

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

• 
  Junpeng Sun, Zaiwu Gong, Di Zhang, Yanxin Xu, Guo Wei:
  A robust ordinal regression feedback consensus model with dynamic trust propagation in social network group decision-making. 101952

Regular Papers

• 
  Sheikh Nooruddin, Md. Milon Islam, Fakhri Karray, Ghulam Muhammad:
  A multi-resolution fusion approach for human activity recognition from video data in tiny edge devices. 101953
• 
  Qinghua Zhang, Ying Yang, Yunlong Cheng, Guoyin Wang, Weiping Ding, Wei-Zhi Wu, Danilo Pelusi:
  Information fusion for multi-scale data: Survey and challenges. 101954
• 
  Duarte Folgado, Marília Barandas, Lorenzo Famiglini, Ricardo Santos, Federico Cabitza, Hugo Gamboa:
  Explainability meets uncertainty quantification: Insights from feature-based model fusion on multimodal time series. 101955
• 
  Lei Chai, Wei Yi, Reza Hoseinnezhad, Lingjiang Kong:
  Heterogeneous multi-sensor fusion for PHD filter in decentralized sensor networks. 101956
• 
  David López, Ignacio Aguilera-Martos, Marta García-Bárzana, Francisco Herrera, Diego García-Gil, Julián Luengo:
  Fusing anomaly detection with false positive mitigation methodology for predictive maintenance under multivariate time series. 101957

Special Issue on Multi-view Learning and Applications

• 
  Chuanbo Zhu, Min Chen, Sheng Zhang, Chao Sun, Han Liang, Yifan Liu, Jincai Chen:
  SKEAFN: Sentiment Knowledge Enhanced Attention Fusion Network for multimodal sentiment analysis. 101958

Regular Papers

• 
  Aditya Kumar, Jainath Yadav:
  A review of feature set partitioning methods for multi-view ensemble learning. 101959
• 
  María Flavia Guiñazú, Mauricio González, Rocío B. Ruiz, Víctor Hernández, Sergio Barroilhet Diez, Juan D. Velásquez:
  A novel depression risk prediction model based on data fusion from Chilean National Health Surveys to diagnose risk depression among patients with mood disorders. 101960
• 
  Doudou Guo, Weihua Xu, Yuhua Qian, Weiping Ding:
  M-FCCL: Memory-based concept-cognitive learning for dynamic fuzzy data classification and knowledge fusion. 101962
• 
  Yang Liu, Zidong Wang, Hong Lin, Lifeng Ma, Guoping Lu:
  Encoding-decoding-based fusion estimation with filter-and-forward relays and stochastic measurement delays. 101963
• 
  Sheng-Hua Xiong, Yao-Jiao Xin, Zhen-Song Chen, Rosa M. Rodríguez, Si-Hai Feng, Luis Martínez-López, Witold Pedrycz:
  Two improved N-two-stage K-means clustering aggregation algorithmic paradigms for HFLTS possibility distributions. 101964
• 
  Lin Gao, Giorgio Battistelli, Luigi Chisci:
  Resilient labeled multi-Bernoulli fusion with peer-to-peer sensor network. 101965
• 
  Xunjin Wu, Jianming Zhan, Weiping Ding:
  TWC-EL: A multivariate prediction model by the fusion of three-way clustering and ensemble learning. 101966

Special Issue on Multi-view Learning and Applications

• 
  Yaqian Zhou, Haochun Lu, Tong Hao, Xuanya Li, An-An Liu:
  Few-shot multi-view object classification via dual augmentation network. 101967
• 
  Xinyu Xia, Guohua Dong, Fengling Li, Lei Zhu, Xiaomin Ying:
  When CLIP meets cross-modal hashing retrieval: A new strong baseline. 101968

Regular Papers

• 
  Huchang Liao, Yangpeipei He, Xueyao Wu, Zheng Wu, Romualdas Bausys:
  Reimagining multi-criterion decision making by data-driven methods based on machine learning: A literature review. 101970
• 
  Ling Li, Shengxue Jiao, Yinghua Shen, Bingsheng Liu, Witold Pedrycz, Yuan Chen, Xiaoan Tang:
  A two-stage consensus model for large-scale group decision-making considering dynamic social networks. 101972