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Applied Soft Computing, Volume 186
Volume 186, 2026
- Enguang Zuo, Jie Zhong, Chen Chen, Cheng Chen, Kurban Ubul, Xiaoyi Lv:

Rethinking unsupervised time series anomaly detection: Dynamic attention based on route inverse-masking. 113971 - Faming Lu, Yi Liu, Zedong Lin, Xiangqi Han, Cong Liu:

SiamWT-CRNet: A Siamese wavelet network with cross-domain feature fusion for dynamic coal-rock recognition in top-coal caving systems. 113984 - Wentao Zhang, Junsheng Wu, Anrong Zhao, Qunbo Wang, Changsheng Chen, Tao Zhang, Peng Zhang:

Multi-source strategy adaptation network for time-triggered flow scheduling in unknown environments. 113988 - Zi-Qi Zhang, Minghuang Fang, Bin Qian, Rong Hu, Wei Chen:

A hierarchical collaborative multi-agent deep reinforcement learning framework for distributed flexible job shop scheduling problems considering energy efficiency and dynamic disruption in IIoTs. 113992 - Anil Ram, Swarnendu Kumar Chakraborty, Uddalak Chatterjee:

RL-HCP: A reinforcement learning-based heuristic controller placement algorithm for dynamic SDN environments. 113997 - Yael Itzhakev, Amit Giloni, Yuval Elovici, Asaf Shabtai:

Addressing key challenges of adversarial attacks and defenses in the tabular domain: A methodological framework for coherence and consistency. 113998 - Yan Li, Yang Zhan, Maohan Liang, Yu Zhang, Jinhao Liang:

UPTM-LLM: Large language models-powered urban pedestrian travel modes recognition for intelligent transportation system. 113999 - Wangwang Li, Qun Chen, Fengjin Zhou:

Gradual machine learning for medical image classification via evolutionary feature fusion. 114002 - Marco Star, Kristoffer McKee:

Deep state space models for remaining useful life estimation. 114003 - Zhuang Wu, Tianqi Zhang, Yifan Li, Zhaohe Liu, Fangfang Guo, Yuanyuan Wang, Shuo Zhang, Lina Yu:

A novel spatio-temporal adaptive network considering time-delay effect for traffic flow forecasting. 114004 - Xin Zhang, Junfeng Jing, Yongbo Wang:

PFADet: A few-shot prompt-guided fabric anomaly detection network using Large Vision-Language Models. 114005 - Dian Lu, Guiliang Gong, Zhongliang Gong, Ningtao Peng, Dan Huang, Qiang Luo, Xiaoqiang Li:

A distributed flexible job shop scheduling problem considering rush order insertion using a two-stage memetic algorithm. 114008 - Yelleti Vivek, Vadlamani Ravi, P. Radha Krishna:

Parallel chaotic bi-objective evolutionary algorithms for scalable feature subset selection via migration strategy. 114009 - Wellington D. de Almeida, Ajalmar R. da Rocha Neto:

Neural network with reject option for error correction in data packets. 114010 - Widad Hassina Belkadi, Yassine Drias, Habiba Drias:

Quantum FP-growth algorithm using GPU simulation- application to digital soil mapping. 114011 - Hwai-Jung Hsu, Che-Wei Chou, Guo-Lun Gao:

A transformer-based sequential analysis methodology for trajectory tracking at safety surveillance in manufacturing. 114012 - Rashmi Sharma, Jagjit Singh Matharu, Kulwinder Singh Parmar:

A survey on Particle Swarm Optimization: Evolution, adaptations and practical implementations. 114016 - Natanael F. Dacioli Batista, Bruno Leonel Nunes, Murilo Coelho Naldi:

Efficient multiple density-based models over large datasets with data stream applications. 114019 - Ronghua Shang, Mingwei Hu, Keyao Zhu, Jinhong Ren, Jie Feng:

Mixed convolutional network via homogeneity map guided adaptive fusion for polarimetric SAR image classification. 114020 - Yoonsu Jang, Seongwon Yoon, Jongchan Baek, Changhyeon Lee, Jangwon Kim, Soohee Han:

Transformer-based dynamics model for sim-to-real reinforcement learning control of a quadrotor with limited experimental data. 114024 - Yirui Wu, Xinfu Liu, Qi Yan, Cheng Zhen, Lixin Yuan, Wenxiao Zhang:

LLM-centric collaborative computing framework: Leveraging industry specified knowledge for open-set visual recognition. 114028 - Wenyu Gao, Zhirui Tian:

End-to-end mid-term load forecasting framework based on multi-channel technique and time-frequency domain fusion. 114029 - Aniq Rohmawati, Arief Hakim, Atina Ahdika, Khreshna Syuhada, Octavina:

Integrating AR-SVR and distortion risk measures for mortality risk forecasting. 114030 - Jieqi Rong, Weirong Liu, Fu Jiang, Yingze Yang:

Imitation-assisted safe reinforcement learning strategy for microgrid fault restoration. 114031 - Yulong Shi, Mingwei Sun, Yongshuai Wang, Zengqiang Chen:

FViT: A focal vision transformer with gabor filter. 114032 - Marcel R. de Barros, Lucas P. Fontenele, Mariana S. Silva, Thiago Lizier Rissi, Eduardo Faria Cabrera, Eduardo Aoun Tannuri, Edson S. Gomi, Rodrigo A. Barreira, Anna Helena Reali Costa:

Embracing data irregularities in multivariate time series. 114039 - Jinhong Ren, Keyao Zhu, Mingwei Hu, Ronghua Shang, Mengxuan Zhang:

Polarimetric SAR image classification based on superpixel content-aware and semi-supervised ViT network. 114040 - Zifeng Huang, Yuxing Li, Qikang Zhang:

Cancelable binary face templates generation based on density-sensitive hashing and feature hashing. 114041 - Jimmy Cheung, Smruthi Rangarajan, Amelia Maddocks, Rohitash Chandra:

Quantile deep learning models for multi-step ahead time series prediction. 114043 - Ruiteng Zhang, Xiaohuan Chen, Wenhuan Lu, Xugang Lu, Junhai Xu, Jianguo Wei:

UDA-SD: Unsupervised domain adaptation based on self-distillation for cross-domain audio anti-spoofing. 114044 - Omid Nejati Manzari, Hojat Asgariandehkordi, Taha Koleilat, Yiming Xiao, Hassan Rivaz:

Medical image classification with KAN-integrated transformers and dilated neighborhood attention. 114045 - Marko Durasevic, Francisco Javier Gil Gala, Mateja Dumic:

Application of electoral systems for decision making in ensembles of heuristics generated by genetic programming. 114050 - Sarmad Al-gawwam, Aleksandr Zaitcev, Mohammad R. Eissa, Noor Alshwilli, Mohammed Benaissa:

Multi-time scale feature extraction and attention networks for automatic depression level prediction. 114052 - Ferrante Neri, Lingzhen Liao, Yu Xue, Márcio P. Basgalupp:

Differentiable architecture search for GANs with rollback mechanism. 114055 - Ehsan Ardjmand, Esmaeil Izadi, Ali Tavasoli, Behnaz Moradijamei, Heman Shakeri:

Graph-embedded reinforcement learning for dynamic pricing and advertising under network effects. 114056 - Goran Andonovski, Daniel Leite, Radu-Emil Precup, Fernando A. C. Gomide, Mahardhika Pratama, Igor Skrjanc:

Advancements in data-driven evolving fuzzy and neuro-fuzzy control: A comprehensive survey. 114058 - Muhammad Kamran, Qingyu Zhang, Dragan Pamucar, Muhammad Tahir, Vladimir Simic:

Enhancing confidence level in decision-making frameworks using fermatean fuzzy rough sets: Application in industry 4.0. 114059 - Luis Fernando Nazari, Eduardo Camponogara, Laio Oriel Seman:

Physics-informed neural control for mitigating flood effects: A case study based on a simulated hydrographic basin. 114061 - Mengxuan Li, He Zhao, Weihang Zhang, Jie Xu, Huiqi Li:

A spatiotemporal model for future fundus image prediction with irregularly sampled sequential data. 114062 - Zhenhai Chi, Wuquan Lin, Zhanhao Xiao, Huihui Li, Weiqi Chen, Xiaoyong Liu:

A review of patent analysis based on machine learning. 114063 - Xinpei Su, Zhuojun Han, Yitian Xu:

Class-conditional unbiased loss for single-positive multi-label learning. 114064 - Wang Xia, Hongwei Ge, Zhi Zheng, Yaqing Hou, Jiancheng Tong, Mengyue Wang, Guozhi Tang:

Representation embedded learning via autoencoder for large-scale multi-objective optimization. 114065 - Stephen Chen:

The effect of elitist fitness-based selection on the escape from local optima. 114066 - Yu Chen, Weizhong Wang, Muhammet Deveci, Zelin Wang, Huiqin Xiong, Jurgita Antucheviciene:

An integrated fuzzy decision model for potential digital transformation overcoming circular food consumption and production promotion. 114067 - Linfei Yin, Hang Zhou:

Multiscale convolutional attention Transformer based on transfer learning for temperature forecasting of ultra-supercritical coal-fired power plant reheater. 114068 - Jiacheng Lu, Hui Ding, Qirun Huo, Kaiwen Wang, Xinyu Sun, Shiyu Zhang:

A sequential flow UNet for MRI brain tumor segmentation based on state-space-model. 114069 - Ian Mancilla-Wulff, Diego Terán, Carla Vairetti, José Ramón González Olabarría, Andrés Weintraub, Jaime Carrasco-Barra:

A scalable AI-driven approach for burned-area mapping using U-Net and Landsat imagery. 114070 - Byung-Sun Won, Jon-Lark Kim, Yoonjin Lee:

Modified genetic algorithms for constructing new quaternary hermitian LCD codes. 114071 - Yufeng Ou, Chia-Hung Wang:

A transformer-based dual-branch feature extraction for printed circuit board defect detection with enhanced spatial attention mechanism. 114072 - Yi Liu, Jiajie Feng, Caihong Mu, Xinyu He:

Subpixel attention and frequency-domain cross modulation network for multimodal remote sensing image classification. 114073 - Zeyu Zeng, Xicheng Peng, Mao Chen, Sannyuya Liu:

A two-stage symbolic regression method for discovering mathematical formulas. 114081 - Nathaniel Kang, Hyun Hak Kim, Jongho Im:

Generalized additive models for mixed-data regression using informal data. 114082 - Zhixiang Chen, Fengze Qin, Junhui Lu, Guibao Tao, Huajun Cao:

TFETformer: A temporal-frequency enhanced Transformer for tool wear monitoring. 114083 - Kanchana Sethanan, Rapeepan Pitakaso, Chettha Chamnanlor, Kuo-Jui Wu:

Multi-period scheduling and fleet management in agricultural production logistics: A novel reinforcement learning approach. 114084 - Du Cheng, Zhiguo Xu, Fanhua Yu, Qingliang Li, Ning Zhou:

A problem transformation method based on elite-inspired evolutionary algorithm for large-scale multi-objective optimization. 114085 - Han Wang, Zhen-Song Chen, Yaya Liu, Luis Martínez-López, Zengqiang Wang:

Enhancing risk management efficiency for building information modelling application via basic uncertain linguistic large-scale group decision making. 114086 - Weixiang Gao, Yunyuan Gao, Jiangwen Lu, Xugang Xi, Xiaohui Lou:

EEG-based Parkinson's disease classification method by integrating topological features and multi-scale spatio-temporal networks. 114087 - Ming Zhang, Lu Cheng, Wenbo Guan, Jun Zhou, Meilin Wan:

Towards curriculum learning of multi-document summarization using difficulty-aware mixture-of-experts. 114088 - Chungkwon Oh, Ilkyeong Moon:

Dynamic pricing and energy management for shore side electricity in a port microgrid: A deep reinforcement learning approach. 114089 - Ning Xin, Jionglong Su, Md Maruf Hasan:

MMformer with adaptive attention: Advancing multivariate time series forecasting for environmental applications. 114090 - Shihai Deng, Tingting Zheng, Longxiang Lai:

Efficient and rapid attribute reduction based on local T-spherical fuzzy granular ball neighborhood rough sets. 114091 - Muhammad Naeem, Jian Yu, Zardad Khan, Muhammad Aamir, Alan Zhang:

Optimising genes selection with greedy heuristic fuzzy clustering for binary classification problems. 114092 - Han Wu, Xiao-Zhi Gao, Zhong Li, Jia-Ni Heng, Pei Du:

Audiovisual-cognition-inspired network with explainability for oil price forecasting. 114093 - Haochen Zou, Yongli Wang, Anqi Huang:

Large language model augmented joint learning framework for entity-relation extraction. 114094 - Lei Chen, Weichao Liang:

Disentangling multi-factor effects via graph contrastive learning for travel recommendation. 114095 - Nuobei Shi, Haoyuan Chen, Ling Chen, Raymond S. T. Lee:

Chaotic dual-feature graph convolutional network (CDF-GCN) for traffic speed forecasting. 114096 - Jichi Chen, Yuguo Cui, Chunfeng Wei, Kemal Polat, Fayadh Alenezi:

Driver fatigue detection using EEG-based graph attention convolutional neural networks: An end-to-end learning approach with mutual information-driven connectivity. 114097 - Kezhen Lin, Yu Zhang, Wang Hu, Heng Wang, Junjie Hu:

Encoder-driven dynamically sampling NAS for key region re-identification in re-shot welding radiographs retrieval. 114098 - Nilesh Kumar Verma, K. Jairam Naik:

Drift-plus-penalty guided graph reinforcement learning for stable content caching in fog-cloud continuum. 114099 - Tingyuan Nie, Mingzhi Zhao, Pengfei Liu, Zhenhao Wang:

Complex network based machine learning method for predicting circuit timing. 114100 - Avik Kumar Das:

Natural sea-based materials SBM-ECCs: Experimental, analytical, and machine learning approaches to early-age behavior and modulating factors. 114101 - You Kyoung Chung, Dongkeun Lee, Junho Lee, Jaehee Kim, Daniel K. Park, Joonsuk Huh:

Quantum-classical hybrid approach for codon optimization and its practical applications. 114102 - Jun Cai, Zhiyong Zhang, Ying Yan, Edmond Qi Wu:

Overview of the multi-dimensional taylor network algorithm in control, prediction, data fitting and diagnosis. 114103 - Reetika Singh, Goonjan Jain:

FuBAKE: Bayesian gamified fuzzy ant colony optimization for semantic-driven unsupervised keyphrase extraction. 114104 - Jianan Xu, Yuntao Mao, Lichun Wang:

A fuzzy logistic-based ensemble framework with heterogeneous weighting effects for credit risk evaluation. 114105 - Ho Sun Ryou, Sang Hoe Kim, Heesoo Lee, Kyong Joo Oh:

A multi-path time-series generation and prediction model for financial markets using discriminator-filtered Monte Carlo TimeGAN. 114106 - Chen Yang, Jie Peng, Tongtong Xing, Hong Wang, Ben Niu:

Metaheuristic-driven feature selection with dual feedback mechanisms for imbalanced cancer classification. 114110 - Ying Zhao, Yan Pei:

Enhancing environmental modeling and maximum diffusion reinforcement learning using evolutionary computation for optimal performance. 114111 - Qianqian Huang, Jiayin Tang, Yanyong Huang, Mengtian Cui:

Dynamic dominance-based three-way decision approach in incomplete hybrid ordered data under variation of attribute values. 114112 - Zhengyang Cai, Ting Huang, Qiang Zhang, Shanlin Yang:

A linguistic granular computing approach for failure mode and effect analysis. 114113 - Ramiro Saltos, Richard Weber, Witold Pedrycz:

Fuzzy natural neighbors for outlier detection. 114114 - Kun Zhou, Xiao Liu, Siyu Liu, Hongyi Chen, Zhiji Zheng, Xiao Luo, Daoying Geng:

EAD-net: Multi-scale wavelet mamba network for early Alzheimer's disease diagnosis. 114115 - Lingyu Wu, Zenglin Qiao, Xinchao Zhao, Lingjuan Ye, Xingquan Zuo:

Multi-tasking evolutionary learning for constrained multi-modal multi-objective optimization. 114116 - Amin Golzari Oskouei, Negin Samadi, Asgarali Bouyer, Bahman Arasteh:

A neighborhood-aware semi-supervised intuitionistic fuzzy clustering method with multi-level weighting. 114117 - Xuewen Xia, Minghan Li, Haojie Song, Xing Xu, Yinglong Zhang:

Applying a particle swarm optimizer controlled by a fuzzy logic controller in a multi-pivot means clustering algorithm. 114118 - Vladimir Markovic, Luka Jovanovic, Miodrag Zivkovic, Branislav Radomirovic, Angelina Njegus, Mahmoud Abdel-Salam, Vladimir Simic, Nebojsa Bacanin:

Attention augmented recurrent architectures for solar energy production forecasting. 114119 - Kaijun Wu, Dingju Zhou, Juanjuan Du, Yuelian Wu, Lidong Zhang:

IceSegNet: A stage-aware dynamic kernel network for river ice segmentation in remote sensing imagery. 114120 - Zhentao Hu, Fuyi Liu, Shengjia Zhang, Yujie Su:

Image splicing localization based on dual-stream spatial-noise learning and hierarchical frequency fusion. 114121 - Ping Zhou, Fanfan Gan, Baizhan Xia:

A multiscale separable convolution network with lightweight spatiotemporal attention for remaining useful life prediction. 114122 - Lívia Teresa Minami Borges, Fabiano Borges da Silva, Edilaine Martins Soler, Leonardo Nepomuceno:

A directed genetic algorithm for economic dispatch and network-constrained economic dispatch: Convergence proof. 114123 - Shuang Wang, Jianming Zhan, José Carlos R. Alcantud:

A novel consensus model integrating asynchronous opinion evolution and dynamic trust-driven three-way decision for incomplete multi-scale information systems. 114124 - Kristina Dzhanashia, Oleg Evsutin:

Robust image watermarking for diverse channels with template-forming neural network. 114125 - Yan Cheng, Jiaqi Wang, Gongcheng Yu, Yuxiao Yao, Yanyin Chen, Guowei Li:

An expensive multi-objective evolutionary algorithm based on grid and relation learning. 114135 - Yanfen Li, Muhammad Fayaz, Sufyan Danish, Lilia Tightiz, Hanxiang Wang, Tan N. Nguyen, Lien Minh Dang:

End-to-end plant disease detection using transformers with collaborative hybrid assignment training. 114137 - Tomofumi Kitamura, Alex Fukunaga:

Is selection all you need in differential evolution? 114138 - Bruno Machado Pacheco, Laio Oriel Seman, Cezar Antônio Rigo, Eduardo Camponogara, Eduardo Augusto Bezerra, Leandro dos Santos Coelho:

Graph neural networks for the offline nanosatellite task scheduling problem. 114139 - Peifeng Liu, Yuhao Zhang, Yisheng Yang, Xingwei Zhao, Bo Tao:

Intelligent generation and reasoning method for aviation assembly knowledge graph based on joint knowledge embedding learning. 114140 - Mingzhang Pan, Chun Ma, Kui Wang, Yue Su, Zhiqing Zhang, Mantian Li, Ke Liang:

A systematic review of autonomous navigation strategies in robot-assisted interventional surgery. 114141 - Ziqian Kong, Xiaobin Xu, Xiaohang Jin, Chao Ji, Zehui Zhang, Zijun Que:

A deep evidence mining approach for trustworthy open-set fault diagnosis of rotating machinery. 114142 - Lepa Babic, Luka Jovanovic, Jelena Cadjenovic, Mahmoud Mohamed Elsayed, Mohamed Hammad, Miodrag Zivkovic, Vladimir Simic, Nebojsa Bacanin:

A multivariate methodology combining recurrent neural networks with the modified variable neighborhood search algorithm for unemployment forecasting. 114143 - Guoqi Heng, Chenyao Luo, Kexue Sun, Shuo Huang, Liya Huang:

SGBM_YOLO: A high-precision obstacle detection algorithm for assistive navigation based on stereo vision and spatial attention mechanism. 114144 - Yu Xue, Lilian Yuan, Weilin Fang, Mohammad Kamrul Hasan, Khursheed Aurangzeb:

Evolutionary neural architecture search based on pre-trained surrogate model. 114145 - Yu Wu, Hailong Fan, Zekun Zhou, Weiqin Ying, Zhenfeng Wu, Jinhuai Zhao, Fahong Yu:

Federated progressive evolutionary neural architecture search with three-phase acceleration for privacy-preserving medical image segmentation. 114146 - Mahdieyh Ghasemi, Mohammad Hossein Ashtiani, Afrooz Mohammadi pour-Tazian, Morteza Rahmani, Maxim A. Dulebenets:

A multi-objective fuzzy mathematical model and machine learning algorithms for a blood supply chain considering disruptions. 114148 - Tianxing Li, Rui Shi, Qing Zhu, Takashi Kanai:

Hybrid learning with multi-scale graphs for enhanced garment deformation approximation. 114149 - Zizhuang Zhu, Yongquan Zhou, Qifang Luo:

A hyper-heuristic algorithm based on genetic and greedy strategy for university course scheduling problem. 114150 - Liwen Chen, Chunmao Jiang, Yanxiao Huang, Wei Wu:

Uncertainty-aware cloud resource management via fuzzy-adaptive hierarchical reinforcement learning. 114157 - Guoyuan He, Anqi Chen, Liwei Xuan, Xiaoying Li, Honglong Chang, Guangmin Yuan, Jianfeng Bai, Yun Niu, Mingyong Liu:

Modelling and simulation of distributed target allocation based on improved NSGA-II in multi-UUV collaborative attack. 114174 - Keartisak Sriprateep, Rapeepan Pitakaso, Surajet Khonjun, Sarayut Gonwirat, Peerawat Luesak, Thanatkij Srichok, Sarinya Sala-Ngamand, Yottha Srithep, Rungwasun Kraiklang:

Reinforcement learning-driven adaptive intelligence for phytochemical optimization in cannabis cultivation using precision agriculture. 114176 - Vítor Gabriel Reis Caitité, Raul Fonseca Neto, Frederico Coelho, Antônio de Pádua Braga:

Random projection large margin algorithm for binary classification problems. 114180 - Tianyang Zhang, Weizhi Xu, Shuguang Wang, Dongsheng Du:

MultiDampGen: A self-constraint latent diffusion framework for multiscale energy-dissipating microstructure generation. 114194 - Zeyuan Ren, Peng Zhang, Yuexuan Hou, Zifan Ma, Hongxiang Wang:

Sustainability-oriented product conceptual innovation design method based on evolution potential prediction. 114206 - Xiqun Song, Feng Zhao, Junjie Zhang, Hanqiang Liu, Liuwei Xu:

Dual-student co-training network using Mamba and unreliable sample learning with class-adaptation for hyperspectral image classification. 114209

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