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<p class="MsoNormal"><span style="font-size:12.0pt">Neural Networks - Volume 173, May 2024<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><a href="https://www.journals.elsevier.com/neural-networks">https://www.journals.elsevier.com/neural-networks</a><o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Editorial: Expansion of the editorial team<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">DeLiang Wang, Mauro Forti, Tongliang Liu, Taro Toyoizumi<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">A Comprehensive Survey on Deep Graph Representation Learning<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Wei Ju, Zheng Fang, Yiyang Gu, Zequn Liu, ... Ming Zhang<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Knowledge distillation under ideal joint classifier assumption<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Huayu Li, Xiwen Chen, Gregory Ditzler, Janet Roveda, Ao Li<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">PSA-GNN: An augmented GNN framework with priori subgraph knowledge<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Guotong Xue, Ming Zhong, Tieyun Qian, Jianxin Li<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Cross-modality interaction for few-shot multispectral object detection with semantic knowledge<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Lian Huang, Zongju Peng, Fen Chen, Shaosheng Dai, ... Kesheng Liu<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Priors-assisted dehazing network with attention supervision and detail preservation<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Weichao Yi, Liquan Dong, Ming Liu, Mei Hui, ... Yuejin Zhao<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">A novel physical activity recognition approach using deep ensemble optimized transformers and reinforcement learning<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Sajad Ahmadian, Mehrdad Rostami, Vahid Farrahi, Mourad Oussalah<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">A universal multi-source domain adaptation method with unsupervised clustering for mechanical fault diagnosis under incomplete data<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Jinghui Tian, Dongying Han, Hamid Reza Karimi, Yu Zhang, Peiming Shi<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Data-driven learning of chaotic dynamical systems using Discrete-Temporal Sobolev Networks<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Connor Kennedy, Trace Crowdis, Haoran Hu, Sankaran Vaidyanathan, Hong-Kun Zhang<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Node-personalized multi-graph convolutional networks for recommendation<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Tiantian Zhou, Hailiang Ye, Feilong Cao<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">SCMEA: A stacked co-enhanced model for entity alignment based on multi-aspect information fusion and bidirectional contrastive learning<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yunfeng Zhou, Cui Zhu, Wenjun Zhu, Hongyang Li<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">CGO-ensemble: Chaos game optimization algorithm-based fusion of deep neural networks for accurate Mpox detection<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Sohaib Asif, Ming Zhao, Yangfan Li, Fengxiao Tang, Yusen Zhu<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">One-step Bayesian example-dependent cost classification: The OsC-MLP method<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Javier Mediavilla-Relaño, Marcelino Lázaro<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Towards a better negative sampling strategy for dynamic graphs<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Kuang Gao, Chuang Liu, Jia Wu, Bo Du, Wenbin Hu<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Triplet-constrained deep hashing for chest X-ray image retrieval in COVID-19 assessment<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Linmin Wang, Qianqian Wang, Xiaochuan Wang, Yunling Ma, ... Mingxia Liu<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Confounder balancing in adversarial domain adaptation for pre-trained large models fine-tuning<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Shuoran Jiang, Qingcai Chen, Yang Xiang, Youcheng Pan, ... Yukang Lin<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Fast multi-view clustering via correntropy-based orthogonal concept factorization<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Jinghan Wu, Ben Yang, Zhiyuan Xue, Xuetao Zhang, ... Badong Chen<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Fading memory as inductive bias in residual recurrent networks<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Igor Dubinin, Felix Effenberger<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Enhancing adversarial attacks with resize-invariant and logical ensemble<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yanling Shao, Yuzhi Zhang, Wenyong Dong, Qikun Zhang, ... Hairui Xu<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">CeCR: Cross-entropy contrastive replay for online class-incremental continual learning<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Guanglu Sun, Baolun Ji, Lili Liang, Minghui Chen<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Defense against adversarial attacks based on color space transformation<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Haoyu Wang, Chunhua Wu, Kangfeng Zheng<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Efficient spiking neural network design via neural architecture search<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Jiaqi Yan, Qianhui Liu, Malu Zhang, Lang Feng, ... Gang Pan<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Mode combinability: Exploring convex combinations of permutation aligned models<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Adrián Csiszárik, Melinda F. Kiss, Péter Kőrösi-Szabó, Márton Muntag, ... Dániel Varga<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Robust noise-aware algorithm for randomized neural network and its convergence properties<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yuqi Xiao, Muideen Adegoke, Chi-Sing Leung, Kwok Wa Leung<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Towards a unified framework for graph-based multi-view clustering<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">F. Dornaika, S. El Hajjar<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">A regularized orthogonal activated inverse-learning neural network for regression and classification with outliers<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Zhijun Zhang, Yating Song, Tao Chen, Jie He<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Multi-level multilingual semantic alignment for zero-shot cross-lingual transfer learning<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Anchun Gui, Han Xiao<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">How to evaluate uncertainty estimates in machine learning for regression?<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Laurens Sluijterman, Eric Cator, Tom Heskes<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Graph Neural Network contextual embedding for Deep Learning on tabular data<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Mario Villaizán-Vallelado, Matteo Salvatori, Belén Carro, Antonio Javier Sanchez-Esguevillas<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">An ADMM-LSTM framework for short-term load forecasting<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Shuo Liu, Zhengmin Kong, Tao Huang, Yang Du, Wei Xiang<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Enhancing and improving the performance of imbalanced class data using novel GBO and SSG: A comparative analysis<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Md Manjurul Ahsan, Md Shahin Ali, Zahed Siddique<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Lie–Poisson Neural Networks (LPNets): Data-based computing of Hamiltonian systems with symmetries<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Christopher Eldred, François Gay-Balmaz, Sofiia Huraka, Vakhtang Putkaradze<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Quasi-synchronization for variable-order fractional complex dynamical networks with hybrid delay-dependent impulses<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Chen Wei, Xiaoping Wang, Fangmin Ren, Zhigang Zeng<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Hebbian dreaming for small datasets<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Elena Agliari, Francesco Alemanno, Miriam Aquaro, Adriano Barra, ... Ido Kanter<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Higher-order neurodynamical equation for simplex prediction<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Zhihui Wang, Jianrui Chen, Maoguo Gong, Zhongshi Shao<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Delay-dependent Lurie–Postnikov type Lyapunov–Krasovskii functionals for stability analysis of discrete-time delayed neural networks<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Ke-You Xie, Chuan-Ke Zhang, Sangmoon Lee, Yong He, Yajuan Liu<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">TCDformer: A transformer framework for non-stationary time series forecasting based on trend and change-point detection<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Jiashan Wan, Na Xia, Yutao Yin, Xulei Pan, ... Jun Yi<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Noncompact uniform universal approximation<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Teun D.H. van Nuland<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Weisfeiler–Lehman goes dynamic: An analysis of the expressive power of Graph Neural Networks for attributed and dynamic graphs<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Silvia Beddar-Wiesing, Giuseppe Alessio D’Inverno, Caterina Graziani, Veronica Lachi, ... Josephine Maria Thomas<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">MSRMNet: Multi-scale skip residual and multi-mixed features network for salient object detection<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Xinlong Liu, Luping Wang<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Unsupervised distribution-aware keypoints generation from 3D point clouds<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yiqi Wu, Xingye Chen, Xuan Huang, Kelin Song, Dejun Zhang<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">DDK: Dynamic structure pruning based on differentiable search and recursive knowledge distillation for BERT<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Zhou Zhang, Yang Lu, Tengfei Wang, Xing Wei, Zhen Wei<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">A comprehensive and reliable feature attribution method: Double-sided remove and reconstruct (DoRaR)<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Dong Qin, George T. Amariucai, Daji Qiao, Yong Guan, Shen Fu<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Extended Dynamic Mode Decomposition with Invertible Dictionary Learning<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yuhong Jin, Lei Hou, Shun Zhong<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Methodology based on spiking neural networks for univariate time-series forecasting<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Sergio Lucas, Eva Portillo<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">A feature refinement and adaptive generative adversarial network for thermal infrared image colorization<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yu Chen, Weida Zhan, Yichun Jiang, Depeng Zhu, ... Jinxin Guo<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Hierarchical matching and reasoning for multi-query image retrieval<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Zhong Ji, Zhihao Li, Yan Zhang, Haoran Wang, ... Xuelong Li<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Multi-node knowledge graph assisted distributed fault detection for large-scale industrial processes based on graph attention network and bidirectional LSTMs<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Graph-based social relation inference with multi-level conditional attention<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Xiaotian Yu, Hanling Yi, Qie Tang, Kun Huang, ... Xiaoyu Wang<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Spatial multi-attention conditional neural processes<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Li-Li Bao, Jiang-She Zhang, Chun-Xia Zhang<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
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