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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
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  Lingzhong Zhang, Jianquan Lu, Fengyi Liu, Jungang Lou:
  Fixed-time synchronization of delayed dynamic networks: Average aperiodic intermittent control interval approach. 101897
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  Wenbo Dong, Shiliang Sun, Jing Zhao, Nan Zhang:
  Knowledge graph relation reasoning with variational reinforcement network. 101900
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  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

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  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

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

Regular Papers

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  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
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  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
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  Di Jin, Luzhi Wang, He Zhang, Yizhen Zheng, Weiping Ding, Feng Xia, Shirui Pan:
  A survey on fairness-aware recommender systems. 101906
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  Qing Ma, Junjun Jiang, Xianming Liu, Jiayi Ma:
  Learning a 3D-CNN and Transformer prior for hyperspectral image super-resolution. 101907
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  David Vander Mijnsbrugge, Femke Ongenae, Sofie Van Hoecke:
  Context-aware deep learning with dynamically assembled weight matrices. 101908
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  Yaozu Wu, Yankai Chen, Zhishuai Yin, Weiping Ding, Irwin King:
  A survey on graph embedding techniques for biomedical data: Methods and applications. 101909
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  Peng Zhou, Xia Wang, Liang Du:
  Bi-level ensemble method for unsupervised feature selection. 101910
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  Yijie Ding, Prayag Tiwari, Fei Guo, Quan Zou:
  Multi-correntropy fusion based fuzzy system for predicting DNA N4-methylcytosine sites. 101911
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  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

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  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

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  Zheng Zhang, Wenjue He:
  Tensorized topological graph learning for generalized incomplete multi-view clustering. 101914
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  Shudong Huang, Yixi Liu, Hecheng Cai, Yuze Tan, Chenwei Tang, Jiancheng Lv:
  Smooth representation learning from multi-view data. 101916
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  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

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  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
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  Ling Zhuang, Hao Fei, Po Hu:
  Knowledge-enhanced event relation extraction via event ontology prompt. 101919
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  Sijie Mai, Ying Zeng, Haifeng Hu:
  Learning from the global view: Supervised contrastive learning of multimodal representation. 101920
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  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

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

Regular Papers

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  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

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

Regular Papers

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  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
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  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
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  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

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

Regular Papers

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  Huanhuan Li, Jieyu Ding:
  Robust optimal consensus feedback mechanism with private interest in the context of uncertain cost. 101938
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  Jialun Wu, Kai He, Rui Mao, Chen Li, Erik Cambria:
  MEGACare: Knowledge-guided multi-view hypergraph predictive framework for healthcare. 101939
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  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

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  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

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  Antoon Bronselaer, Maribel Acosta:
  Parker: Data fusion through consistent repairs using edit rules under partial keys. 101942
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  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
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  Lianwei Wu, Yuzhou Long, Chao Gao, Zhen Wang, Yanning Zhang:
  MFIR: Multimodal fusion and inconsistency reasoning for explainable fake news detection. 101944
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  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, María Angélica 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, Shui-Hua Wang, Wei Wang, Yu-Dong Zhang, Hengde Zhu, Ziquan 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

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  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

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

Regular Papers

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  Wenbin Qian, Jintao Huang, Fankang Xu, Wenhao Shu, Weiping Ding:
  A survey on multi-label feature selection from perspectives of label fusion. 101948
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  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

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  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

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  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

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  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

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  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
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  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
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  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
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  Lei Chai, Wei Yi, Reza Hoseinnezhad, Lingjiang Kong:
  Heterogeneous multi-sensor fusion for PHD filter in decentralized sensor networks. 101956
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  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

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  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

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  Aditya Kumar, Jainath Yadav:
  A review of feature set partitioning methods for multi-view ensemble learning. 101959
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  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
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  Doudou Guo, Weihua Xu, Yuhua Qian, Weiping Ding:
  M-FCCL: Memory-based concept-cognitive learning for dynamic fuzzy data classification and knowledge fusion. 101962
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  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
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  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
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  Lin Gao, Giorgio Battistelli, Luigi Chisci:
  Resilient labeled multi-Bernoulli fusion with peer-to-peer sensor network. 101965
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  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

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

Regular Papers

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  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
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  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