Applied Soft Computing

Article	Citations
Granular computing-based time series anomaly pattern detection with semantic interpretation	547
Fuzzy multi-perspective conformance checking for business processes	349
Extended belief rule-based system using bi-level joint optimization for environmental investment forecasting	263
Integrated model and automatically designed solver for power system restoration	233
Single-objective and multi-objective optimization for variance counterbalancing in stochastic learning	207
Multi-agent reinforcement learning system framework based on topological networks in Fourier space	205
A predictive intelligence approach for low-light enhancement	199
Quaternary converter based balanced graph contrastive learning for recommendation	199
Sample-analysis based adversarial attack with saliency map	184
Command and control network architecture optimization method based on dual-layer weighting and TOPSIS-GRA of indicators	182
Corrigendum to “Gray Wolf Optimizer for hyperspectral band selection” [Appl. Soft Comput. 40 (2016) 178–186]	173
Quantum-inspired multi-step trust region policy optimization for integrated rotor angle stability control of time-varying renewable energy sources	173
Semi-supervised semantic segmentation via multi-level and multi-view perturbation consistency	154
Automated selection of regression algorithms with soft computing techniques	150
Ant colony optimization enhanced with ensemble of pheromone vectors using multi-criteria decision making: A case study in multi-label text feature selection	149
Robust Chinese Clinical Named Entity Recognition with information bottleneck and adversarial training	149
Parallel graph neural architecture search optimization with incomplete features	148
Emergence of robust looming selectivity via coordinated inhibitory neural computations	145
Multilayer time delay reservoir with double feedback loops for time series forecasting task	142
Group maintenance based on deep hierarchical reinforcement learning and multi-stage degradation analysis	138
An improved density-adaptive model based on motif matrix for myocardial infarction detection	137
Real-time location technology of hydrogen energy storage and transportation leakage based on self-attention mechanism group	134
Pathology characteristics-aware federated learning for weakly supervised nuclei segmentation	134
Analysis of NaN divergence in training monocular depth estimation model	133
Self-organized phase-locked component pair learning in motor imagery classification	130

Deep neural aggregation for recommending items to group of users	129
Evolutionary optimization of thermo-physical properties of MWCNT-Fe	125
Effects of diagram plane on neural network based modulation recognition	123
Sentiment analysis on a low-resource language dataset using multimodal representation learning and cross-lingual transfer learning	121
Temporal relation transformer for robust visual tracking with dual-memory learning	120
Editorial Board	118
Multiscale attention feature deep fusion network for iris region localization and segmentation from dual-spectral iris image	118
Tensor-based multigraph fusion for Alzheimer’s disease diagnosis	116
Multi-objective genetic algorithm with maximum-entropy classification and domain-specific evolutionary operators for microorganism selection on microbiomes	116
A three-way decision method based on cumulative prospect theory for the hierarchical diagnosis and treatment system of chronic diseases	115
A computationally efficient approximation calculation method in dominance-based rough set approach	110
An ensemble multi-swarm teaching–learning-based optimization algorithm for function optimization and image segmentation	109
An optimal control policy in fighting COVID-19 and infectious diseases	109
An effective method based on simulated annealing for automatic generation control of power systems	107
An integrated probabilistic bipolar fermatean hesitant fuzzy transportation configuration for sustainable management of floral waste with risk assessment	105
UniCon: Unified image-guiding generation with noise consistency	104
Multi-level pooling self-adaptive evolutionary multi-objective gene selection algorithm for microarray data classification	103
VSA_Net: Detection of very small aerial objects using loss function optimized network with novel feature aggregation	100
Enhancing financial resilience in manufacturing SMEs: A q-rung picture fuzzy set-based decision framework for digital transformation adoption	100
PDOS: A comprehensive phishing detection model combining object detection and similarity computation on web logos	99
A robust decomposition-denoising deep learning framework with dynamic intraperiod ramping for cost-effective balancing market operation	98
Mamba-enhanced multi-view stereo: Geometry-aware feature fusion and 3D cost volume regularization	96
Adversarial multi-source domain generalization approach for power prediction in unknown photovoltaic systems	96
Spatial multiple attention-driven intelligent tuning of shape-performance coupling devices	95
Fast calculation for approximations in Dominance-based Rough Set Approach using Dual Information Granule	95
TIPSST: Transformer-based hyperspectral object tracking with illumination prompts and spatial-spectral-temporal context	95
Overlapping community detection based on graph attention autoencoder and self-trained clustering	95
Tumor classification algorithm via parallel collaborative optimization of single- and multi-objective consistency on PET/CT	94
Integrative prognostic modeling for breast cancer: Unveiling optimal multimodal combinations using graph convolutional networks and calibrated random forest	94
An efficient manta ray foraging optimization algorithm with individual information interaction and fractional derivative mutation for solving complex function extremum and engineering design problems	94
A rate-distortion optimal evolutionary algorithm under the fixed bit-rate constraints for the JPEG quantization table optimization	94
Quantum fuzzy logic for edge detection: A demonstration on NISQ hardware	92
sEMG-based real-time speech synthesis with feature distillation and dynamic chunk convolution	92
Tensor idempotent representation with auto-weighted exponential tensor nuclear norm minimization for multi-view clustering	91
Short-term multistep wind direction prediction of unmanned sailboats based on OVMD and optimized deep learning model	91
Physics-informed hybrid digital twin for real-time multi-sensor intelligence and adaptive control in wire electrical discharge machining	91
Point cloud registration based on the dark forest algorithm and its application in coal industry	91
Multi-task prompt adapter for vision-language model	90
Community detection attack based on adversarial matrix factorization with incoherent embeddings	90
A Bayesian graph structure inference neural network based on adaptive connection sampling	90
JaunENet: An effective non-invasive detection of multi-class jaundice deep learning method with limited labeled data	89
Comparative analysis of robust machine learning models for predicting CO2 uptake in porous liquids: Insights for environmental applications	88
CBM3D-DCC 2D histogram and dual-learning gravitational search algorithm with the interval type-2 fuzzy logic for multilevel threshold color image segmentation	87
Out-of-distribution detection by feature-constrained contrastive learning	87
Defending AI/ML models against adversarial attacks with significant contextual features for better security	87
Non-exemplar class-incremental learning: Dynamic adversarial sample synthesis and relational knowledge distillation	85
An adaptive exploration-exploitation framework for success history based differential evolution	85
Error feedback method (EFM) based dimension synthesis optimisation for four-bar linkage mechanism	85
Evolutionary computation-based reliability quantification and its application in big data analysis on semiconductor manufacturing	84
Hybrid-conditional generative adversarial network framework for climate fault detection in vertical farming environments	84

Enhancing knowledge distillation via genetic recombination	83
An interval type-2 fuzzy ORESTE method for waste-to-energy plant site selection: A case study in China	82
Quality-aware fuzzy min–max neural networks for dynamic brain network analysis and its application to schizophrenia identification	82
An MADM model using Frank operations based power aggregation operator under p,q-quasirung orthopair fuzzy sets for highway selection in war-plane landing	82
Forecasting crude oil futures prices using BiLSTM-Attention-CNN model with Wavelet transform	82
From local to global: Hypergraph neural networks with holistic message passing	82
Unsupervised feature selection using chronological fitting with Shapley Additive explanation (SHAP) for industrial time-series anomaly detection	81
A deep learning-based approach for intelligent detection of road manhole cover conditions using a mobile data acquisition system	81
An adaptive high-order knowledge guided multi-objective evolutionary algorithm for dynamic community detection	81
Chinese calligraphy character generation with component-level style learning and structure-aware guidance	81
Progressive cross-modal attention network for brain-computer interface decoding using EEG and fNIRS	80
An interpretable convolutional neural network for nuclear power plant abnormal events	79
TSGR2: Image-text matching via triple-level scene graph relation reasoning	78
RTAD-HIS: Regulated transformer architecture based anomaly detection framework towards security in healthcare IoT systems	78
A co-evolutionary genetic algorithm with knowledge transfer for multi-objective capacitated vehicle routing problems	78
Variable neighborhood search for weighted total domination problem and its application in social network information spreading	78
Feature library-assisted surrogate model for evolutionary wrapper-based feature selection and classification	78
An approach to investigate fairness using Dominance-based Rough Sets Analysis—How fair were the COVID-19 restriction decisions in the UK?	78
Face recognition with morphing attack removal using deep learning models	77
A dynamic dual-population co-evolution multi-objective evolutionary algorithm for constrained multi-objective optimization problems	77
Prediction of blasting induced air-overpressure using a radial basis function network with an additional hidden layer	77
Prediction of strip section shape for hot-rolled based on mechanism fusion data model	76
An entropy-based density peak clustering for numerical gene expression datasets	76
Exponential loss regularisation for encouraging ordinal constraint to shotgun stocks quality assessment	76
Time series prediction for cryptocurrency markets with transformer and parallel convolutional neural networks	76
Multi-scale niching based differential evolution for feature selection on high-dimensional data	76
Detection of forest fire using deep convolutional neural networks with transfer learning approach	75
An integrated design concept evaluation method based on best–worst entropy and generalized TODIM considering multiple factors of uncertainty	75
Optimizing workload distribution in Fog-Cloud ecosystem: A JAYA based meta-heuristic for energy-efficient applications	75
GAN-based approach for data imputation and handling class imbalance using one class ensemble	75
Learning fuzzy decision trees for predicting outcomes of legal cases relating to intellectual property rights	75
Late acceptance hill climbing based algorithm for Unmanned Aerial Vehicles (UAV) path planning problem	74
Dynamic attention-based transfer learning strategies for efficient and scalable visual recognition in resource-constrained environments	74
Broad fractional-order echo state network with slime mould algorithm for multivariate time series prediction	73
An interval neural network-based Caputo fractional-order extreme learning machine applied to classification	73
A lightweight multi-sensory field-based dual-feature fusion residual network for bird song recognition	73
An efficient hyper-parameter optimization method for supervised learning	73
Evaluating edge artificial intelligence-driven supply chain management platforms using collaborative large-scale fuzzy information fusion	73
Information fusion-based genetic algorithm with long short-term memory for stock price and trend prediction	72
Graph-driven feature selection via granular-rectangular neighborhood rough sets for interval-valued data sets	72
Arithmetic optimization algorithm with cosine composite chaotic mapping in polar coordinate system for economic load dispatching problems in power systems	71
Mathematical analysis of generative adversarial networks based on complex picture fuzzy soft information	71
Neuromorphic photonic neural networks for on-chip gas spectra classification	71
MSTRFormer: A multi-factor daily runoff forecasting model integrating adaptive graph convolution and linear attention	71
Metaverse and microorganism digital twins: A deep transfer learning approach	70
Investigations of color image segmentation based on connectivity measure, shape priority and normalized fuzzy graph cut	69
Address wind farm layout problems by an adaptive Moth-flame Optimization Algorithm	69
Route selection in multimodal supply chains: A fuzzy risk assessment model-BWM-MARCOS framework	69
Multi-source heterogeneous information fusion fault diagnosis method based on deep neural networks under limited datasets	69
Diffusion-based dynamic super-dense candidate boxes with random center points for 3D object detection	68
Comprehensive survey of large models-driving intelligent decision making	68
TFETformer: A temporal-frequency enhanced Transformer for tool wear monitoring	68
Multi-unit stacked architecture: An urban scene segmentation network based on UNet and ShuffleNetv2	68
TSFIS-GWO: Metaheuristic-driven takagi-sugeno fuzzy system for adaptive real-time routing in WBANs	68
Cascaded-ANFIS to simulate nonlinear rainfall–runoff relationship	68
A learning-driven artificial bee colony algorithm for mobile robot multi-objective path planning	68
An ensemble deep learning model for human activity analysis using wearable sensory data	68
Hyperspectral image classification using Uniform Manifold Approximation and Projection with fusion deep learning network	67
Siamese learning based on graph differential equation for Next-POI recommendation	67
A tabu search based approach for the Heterogeneous Fleet Vehicle Routing Problem with three-dimensional loading constraints	66
Spherical fuzzy sets based integrated DEMATEL, ANP, VIKOR approach and its application for renewable energy selection in Turkey	66
Residual LSTM based short-term load forecasting	66
Automatic frequency-based feature selection using discrete weighted evolution strategy	66
Efficient traffic-based IoT device identification using a feature selection approach with Lévy flight-based sine chaotic sub-swarm binary honey badger algorithm	65
Sampling-based test scenarios searching method for autonomous system robustness evaluation	65
A collaborative competition multitasking framework for constrained multi-objective optimization	65
Contrastive representation learning for multivariate time series classification based on temporal-frequency consistency	65
Recurrent ensemble random vector functional link neural network for financial time series forecasting	65
Leaf disease detection using machine learning and deep learning: Review and challenges	64
Enhancing vehicle detection in intelligent transportation systems via autonomous UAV platform and YOLOv8 integration	64
Efficient multi-agent deep reinforcement learning algorithm for multi UAV collision avoidance	64
PhD-DETR: Physics-guided depth-aware transformer for monocular 3D object detection under adverse weather conditions	64
Driver fatigue detection using EEG-based graph attention convolutional neural networks: An end-to-end learning approach with mutual information-driven connectivity	64
A dimensionless model and ant colony optimization fusion temperature prediction in tunnel fires	64
Bayesian evolutionary optimization for crafting high-quality adversarial examples with limited query budget	64
The choice of scaling technique matters for classification performance	64
Editorial Board	63
Robust approximation of the conditional mean for applications of Machine Learning	63
Continual compression model for online continual learning	62
Cross-modal deep interaction and modal-aware aggregation network for visible and infrared tracking	62

Harnessing the power of transformers and data fusion in smart irrigation	62
Label repopulation through evolutionary computation for addressing challenging multilabel problems	62
Dynamical decomposition and selection based evolutionary algorithm for many-objective optimization	61
NLBBODE optimizer for accurate and fast modeling of photovoltaic module/string generator and its application to solve real-world constrained optimization problems	61
A control-oriented operation mode recognizing method using fuzzy evaluation and attention LSTM networks	61
Evaluating infant development through a novel hybrid intuitionistic fuzzy classification system	61
Neighbor self-embedding graph model for clustering ensemble	61
Combined variable precision fuzzy rough set and its application in medical diagnosis	61
Sequential unsupervised–supervised learning for clustering time-dependent patterns using ellipsoidal calculus	61
A transformer-based deep learning approach for recognition of forgery methods in spoofing speech attribution	61
An adaptive consensus model in large-scale group decision making with noncooperative and compromising behaviors	60
EEG emotion recognition based on Ordinary Differential Equation Graph Convolutional Networks and Dynamic Time Wrapping	60
Few-shot intent detection with mutual information and contrastive learning	60
F-TLBO-ID: Fuzzy fed teaching learning based optimisation algorithm to predict the number of	60
Semi-supervised few-shot learning via ensemble-based adaptive clustering-aware pseudo-labeling	60
Deep learning modeling of public’s sentiments towards temporal evolution of COVID-19 transmission	59
Block-segmentation vectors for arousal prediction using semi-supervised learning	59
Failure mode and effects analysis method based on Fermatean fuzzy weighted Muirhead mean operator	59
A bearing prognosis framework based on deep wavelet extreme learning machine and particle filtering	59
Mask-based Self-supervised Network Intrusion Detection System	59
A granularity time series forecasting model combining three-way decision and trend information granule	59
A differential evolutionary chromosomal gene expression programming technique for electronic nose applications	58
Kriging-assisted indicator-based evolutionary algorithm for expensive multi-objective optimization	58
A compact meta-learned neuro-fuzzy technique for noise-robust nonlinear control	58
Directional optimization of elevator scheduling algorithms in complex traffic patterns	58
Editorial Board	58
A multi-strategy iterated greedy algorithm with three-phase for hybrid flow shop scheduling in distributed factory	58
Smoke detection in video using convolutional neural networks and efficient spatio-temporal features	58
An efficient and lightweight off-policy actor–critic reinforcement learning framework	58
Distributed fuzzy attribute reduction for partially labeled big data	57
Multiscale convolution-attention model for efficient Alzheimer’s disease and mild cognitive impairment diagnosis approach using sMRI	57
On the behavior of parallel island models	57
TLDA: A lightweight and adaptive deep learning framework for accurate monthly runoff forecasting	57
An embedded Hamiltonian dynamic evolutionary neural network model for high-dimensional data recognition	57
Multiple equipment scheduling and routing for container terminals using quantum-inspired deep learning	57
Ensemble clustering with low-rank optimal Laplacian matrix learning	56
Fuzzy concept-cognitive learning based on attention mechanism and three-way partial order structure	56
Meta fuzzy feature-selection-based regression functions	56
Optimizing anomaly detection in 3D MRI scans: The role of ConvLSTM in medical image analysis	55
Robustness-driven multi-UAV intention recognition framework: Integration of video data completion and feature learning	55
A wind speed point-interval fuzzy forecasting system based on data decomposition and multiobjective optimizer	55
Path-planning algorithm for small environmental surveillance unmanned surface vehicles	55
TRED: Exponential feature decomposition three-channel networks for multivariate time series forecasting	55
Multi-branch and multi-loss learning for fine-grained image retrieval	54
Corrigendum to “Application of particle swarm optimization for optimal setting of Phase Shifting Transformers to minimize unscheduled active power flows” [Appl. Soft Comput. 105 (2021) 107243]	54
Evolving kernel-based fuzzy system with nonlinear consequences	54
Edge preserving range image smoothing using hybrid locally kernel-based weighted least square	54
Surrogate-assisted analysis of the parameter configuration landscape for meta-heuristic optimisation	54
A light spatial-frequency network for robust iris segmentation and localization	54
Corrigendum to “A decision modeling approach for smart e-tourism data management applications based on spherical fuzzy rough environment” [Applied Soft Computing 143(2023) 110297]	54
Adversarial hard negative samples for continual relation extraction	54
Robust graph contrastive learning with multi-hop views for node classification	53
A binary tree seed algorithm with selection-based local search mechanism for huge-sized optimization problems	53
Benchmarking surrogate-based optimisation algorithms on expensive black-box functions	53
Sparse and semi-attention guided faults diagnosis approach for distributed online services	53
Deep convolutional generative adversarial network accelerated optimization algorithm for parameter optimization of permanent magnet synchronous generator controllers	53
Dynamic vehicle-cargo matching optimization approach based on kernel principal component analysis and Bayesian residual neural network	53
Uncertainty estimation by boosting with Gaussian process for expensive optimization problems	53
Optimal scale selection approach for classification based on generalized multi-scale formal context	53
The selection of reform models for provincial rural credit cooperatives unions in China using an extended CPT-TODIM method based on novel type-2 fuzzy numbers	53
Joint optimization of signal control and speed planning at isolated mixed-traffic signalized intersections	52
Dynamic pricing and energy management for shore side electricity in a port microgrid: A deep reinforcement learning approach	52
Efficient and privacy-preserving deep inference towards cloud–edge collaborative	52
Optimal gait design for a soft quadruped robot via multi-fidelity Bayesian optimization	52
BiKAN-ViT: Enhancing vision transformers via spline-based patch embedding and nonlinear token mixing	52
An exergy-related unsupervised domain adaptation broad learning system framework for fault diagnosis in multimode batch manufacturing processes	52
Knowledge-augmented large language model-based framework for adverse drug reaction analysis	52
Soft cosine and extended cosine adaptation for pre-trained language model semantic vector analysis	52
TLTD: Transfer Learning for Tabular Data	52
Multi-modal multi-agent debate-based dialectical knowledge transfer learning	52
A multi-criteria decision support model for new energy vehicle selection considering social media influencer reviews and personalized preferences	52
An evolutionary hyperparameter optimization framework for YOLO-based military aircraft detection	51
Underwater image enhancement via multi-scale and dual attention mechanism	51
Fast approximate loss change for active learning on imbalanced data	51
Chaos-based noise mechanisms for enhanced differential privacy in deep learning	51
An evolutionary knowledge transfer framework for solving workgroup reconfiguration problem in aircraft final assembly	51
A dynamic graph structure identification method of spatio-temporal correlation in an aluminum electrolysis cell	51
A soft set theoretic approach to network complexity and a case study for Turkish Twitter users	51
q-Rung orthopair fuzzy N-bipolar soft sets for multi-criteria decision-making in telemedicine platform selection and healthcare evaluation	51
Credit risk prediction based on an interpretable three-way decision method: Evidence from Chinese SMEs	51
Anomaly detection of UAV flight data based on spatiotemporal feature fusion	51
Enhancing real-time cross-subject EEG decoding via pseudo-label tuning and adaptation	51
Instance-level mutual contrast network for semi-supervised domain generalization fault diagnosis	51
Heterogeneous attention based transformer for sign language translation	51
Protein-peptide interaction region residues prediction using a generative sampling technique and ensemble deep learning-based models	50
Design of fractional comprehensive learning PSO strategy for optimal power flow problems	50
A sequential flow UNet for MRI brain tumor segmentation based on state-space-model	50
Graph neural networks for the offline nanosatellite task scheduling problem	50
Reducing high-risk glucose forecasting errors by evolving interpretable models for Type 1 diabetes	50
A long-term multivariate time series forecasting network combining series decomposition and convolutional neural networks	49
Genetic algorithm based probabilistic model for agile project success in global software development	49
A fuzzy optimization model based on chaotic quantum AHA for offshore wind farm operation and maintenance scheduling problem	49
Augmented support vector regression with an autoregressive process via an iterative procedure	49
A Chinese power text classification algorithm based on deep active learning	49
VTNet: A multi-domain information fusion model for long-term multi-variate time series forecasting with application in irrigation water level	49