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Information Fusion, Volume 119
Volume 119, 2025
- Ruilin Qin

, Changle Zhou
, Mengjie He
:
A comprehensive taxonomy of machine consciousness. 102994 - Stefano Zampini

, Guido Parodi, Luca Oneto
, Andrea Coraddu
, Davide Anguita
:
A review on full-, zero-, and partial-knowledge based predictive models for industrial applications. 102996 - Hui Fang

, Haishuai Wang, Yang Gao, Yonggang Zhang, Jiajun Bu, Bo Han, Hui Lin:
InsGNN: Interpretable spatio-temporal graph neural networks via information bottleneck. 102997 - Yuqiang Jin

, Wen-An Zhang, Ling Shi
:
Learning to estimate probabilistic attitude via matrix Fisher distribution with inertial sensor. 103001 - Bo-Wen Xiao

, Hong-Jie Xing, Chun-Guo Li
:
MulGad: Multi-granularity contrastive learning for multivariate time series anomaly detection. 103008 - Hesheng Huang

, Witold Pedrycz, Kaoru Hirota, Fei Yan
:
A multiview-slice feature fusion network for early diagnosis of Alzheimer's disease with structural MRI images. 103010 - Shun Yan, Benquan Yang, Aihua Chen

, Xiaoming Zhao, Shiqing Zhang:
Multi-scale convolutional attention frequency-enhanced transformer network for medical image segmentation. 103019 - Shuai Huang

, Yongxiong Wang
, Huan Luo:
CCSUMSP: A cross-subject Chinese speech decoding framework with unified topology and multi-modal semantic pre-training. 103022 - Anal Roy Chowdhury

, Avisek Gupta
, Swagatam Das:
Deep multi-view clustering: A comprehensive survey of the contemporary techniques. 103012 - Zhangyu Mei, Xiao Bi, Dianguo Li, Wen Xia, Fan Yang, Hao Wu

:
DHHNN: A Dynamic Hypergraph Hyperbolic Neural Network based on variational autoencoder for multimodal data integration and node classification. 103016 - Xiaoshuai Hao, Yunfeng Diao, Mengchuan Wei, Yifan Yang, Peng Hao

, Rong Yin
, Hui Zhang
, Weiming Li
, Shu Zhao
, Yu Liu:
MapFusion: A novel BEV feature fusion network for multi-modal map construction. 103018 - Yu Duan, Zhanxuan Hu, Rong Wang, Zhensheng Sun, Feiping Nie, Xuelong Li

:
Mutual-support generalized category discovery. 103020 - Shuangchen Zhao

, Changde Du, Jingze Li, Hui Li, Huiguang He
:
NeuralOOD: Improving out-of-distribution generalization performance with brain-machine fusion learning framework. 103021 - Mutian Liu, Banghua Yang, Lin Meng, Yonghuai Zhang, Shouwei Gao, Peng Zan, Xinxing Xia:

STA-Net: Spatial-temporal alignment network for hybrid EEG-fNIRS decoding. 103023 - Yani Chen, Chunwu Zhang, Ruibin Bai

, Tengfang Sun, Weiping Ding
, Ruili Wang
:
A review of medical text analysis: Theory and practice. 103024 - Xiaoxuan Chen

, Shuwen Xu, Shaohai Hu, Xiaole Ma
:
DGFD: A dual-graph convolutional network for image fusion and low-light object detection. 103025 - Lili Guan

, Lei Duan
, Xinye Wang
, Haiying Wang
, Rui Lin:
Weighted-digraph-guided multi-kernelized learning for outlier explanation. 103026 - Yuchen Zhang

, Zeyu Gao
, Kai He, Chen Li
, Rui Mao:
From patches to WSIs: A systematic review of deep Multiple Instance Learning in computational pathology. 103027 - Md. Milon Islam

, Fakhri Karray
, Ghulam Muhammad
:
MSF-Net: Multi-stage fusion network for emotion recognition from multimodal signals in scalable healthcare. 103028 - Ziteng Qiao

, Dianxi Shi, Songchang Jin, Yanyan Shi, Luoxi Jing, Chunping Qiu:
Enhancing cross-domain generalization by fusing language-guided feature remapping. 103029 - Shiqiang Liu, Weisheng Li, Dan He

, Guofen Wang, Yuping Huang:
SSEFusion: Salient semantic enhancement for multimodal medical image fusion with Mamba and dynamic spiking neural networks. 103031 - Andreas Holzinger

, Niko Lukac
, Dzemail Rozajac
, Emile Johnston
, Veljka Kocic, Bernhard Hoerl
, Christoph Gollob
, Arne Nothdurft, Karl Stampfer, Stefan Schweng
, Javier Del Ser:
Enhancing trust in automated 3D point cloud data interpretation through explainable counterfactuals. 103032 - Yihao Liu, Xu Cao, Wei-Ting Chen, Yankai Jiang, Junjie You, Minghua Wu, Xiaosong Wang, Mengling Feng, Yaochu Jin, Jintai Chen:

From screens to scenes: A survey of embodied AI in healthcare. 103033 - Zhentian Bian

, Bin Yao
, Qing Li:
SPAFPN: Wear a multi-scale feature fusion scarf around neck for real-time object detector. 103034 - Haiyue Wang, Wensheng Zhang, Quan Wang, Xiaoke Ma:

Adaptive structural-guided multi-level representation learning with graph contrastive for incomplete multi-view clustering. 103035 - Yuanbo Li

, Ping Zhou
, Gongbo Zhou, Haozhe Wang
, Yunqi Lu, Yuxing Peng:
A comprehensive survey of visible and infrared imaging in complex environments: Principle, degradation and enhancement. 103036 - Jianwen Sun, Wangzi Shi, Xiaoxuan Shen, Shengyingjie Liu, Luona Wei, Qian Wan

:
Multi-objective math problem generation using large language model through an adaptive multi-level retrieval augmentation framework. 103037

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