Applied Soft Computing

Article	Citations
Address wind farm layout problems by an adaptive Moth-flame Optimization Algorithm	509
Granular computing-based time series anomaly pattern detection with semantic interpretation	322
An approach to investigate fairness using Dominance-based Rough Sets Analysis—How fair were the COVID-19 restriction decisions in the UK?	244
JaunENet: An effective non-invasive detection of multi-class jaundice deep learning method with limited labeled data	215
Automatic frequency-based feature selection using discrete weighted evolution strategy	191
Fuzzy multi-perspective conformance checking for business processes	190
Multi-unit stacked architecture: An urban scene segmentation network based on UNet and ShuffleNetv2	182
An entropy-based density peak clustering for numerical gene expression datasets	168
Extended belief rule-based system using bi-level joint optimization for environmental investment forecasting	167
Sampling-based test scenarios searching method for autonomous system robustness evaluation	165
Integrated model and automatically designed solver for power system restoration	163
A Bayesian graph structure inference neural network based on adaptive connection sampling	158
Single-objective and multi-objective optimization for variance counterbalancing in stochastic learning	146
Multi-agent reinforcement learning system framework based on topological networks in Fourier space	144
Face recognition with morphing attack removal using deep learning models	143
Quaternary converter based balanced graph contrastive learning for recommendation	141
A predictive intelligence approach for low-light enhancement	140
Multi-scale niching based differential evolution for feature selection on high-dimensional data	134
Exponential loss regularisation for encouraging ordinal constraint to shotgun stocks quality assessment	128
Late acceptance hill climbing based algorithm for Unmanned Aerial Vehicles (UAV) path planning problem	126
Hyperspectral image classification using Uniform Manifold Approximation and Projection with fusion deep learning network	125
Sample-analysis based adversarial attack with saliency map	125
Command and control network architecture optimization method based on dual-layer weighting and TOPSIS-GRA of indicators	124
Prediction of blasting induced air-overpressure using a radial basis function network with an additional hidden layer	120
Multi-task prompt adapter for vision-language model	120

Quantum-inspired multi-step trust region policy optimization for integrated rotor angle stability control of time-varying renewable energy sources	120
An integrated design concept evaluation method based on best–worst entropy and generalized TODIM considering multiple factors of uncertainty	119
Corrigendum to “Gray Wolf Optimizer for hyperspectral band selection” [Appl. Soft Comput. 40 (2016) 178–186]	117
Semi-supervised semantic segmentation via multi-level and multi-view perturbation consistency	116
Mathematical analysis of generative adversarial networks based on complex picture fuzzy soft information	116
Automated selection of regression algorithms with soft computing techniques	115
Ant colony optimization enhanced with ensemble of pheromone vectors using multi-criteria decision making: A case study in multi-label text feature selection	114
Robust Chinese Clinical Named Entity Recognition with information bottleneck and adversarial training	113
Parallel graph neural architecture search optimization with incomplete features	113
Emergence of robust looming selectivity via coordinated inhibitory neural computations	111
Multilayer time delay reservoir with double feedback loops for time series forecasting task	110
Group maintenance based on deep hierarchical reinforcement learning and multi-stage degradation analysis	106
An improved density-adaptive model based on motif matrix for myocardial infarction detection	104
Real-time location technology of hydrogen energy storage and transportation leakage based on self-attention mechanism group	101
A collaborative competition multitasking framework for constrained multi-objective optimization	100
Self-organized phase-locked component pair learning in motor imagery classification	100
Pathology characteristics-aware federated learning for weakly supervised nuclei segmentation	100
Analysis of NaN divergence in training monocular depth estimation model	100
Comparative analysis of robust machine learning models for predicting CO2 uptake in porous liquids: Insights for environmental applications	97
Cascaded-ANFIS to simulate nonlinear rainfall–runoff relationship	95
Deep neural aggregation for recommending items to group of users	95
A lightweight multi-sensory field-based dual-feature fusion residual network for bird song recognition	95
Evolutionary optimization of thermo-physical properties of MWCNT-Fe	95
Sentiment analysis on a low-resource language dataset using multimodal representation learning and cross-lingual transfer learning	93
Effects of diagram plane on neural network based modulation recognition	93
Temporal relation transformer for robust visual tracking with dual-memory learning	92
TFETformer: A temporal-frequency enhanced Transformer for tool wear monitoring	92
Chinese calligraphy character generation with component-level style learning and structure-aware guidance	91
An interpretable convolutional neural network for nuclear power plant abnormal events	91
A dimensionless model and ant colony optimization fusion temperature prediction in tunnel fires	91
A Lyapunov-stability-based context-layered recurrent pi-sigma neural network for the identification of nonlinear systems	91
A co-evolutionary genetic algorithm with knowledge transfer for multi-objective capacitated vehicle routing problems	89
An ensemble deep learning model for human activity analysis using wearable sensory data	88
Dynamic attention-based transfer learning strategies for efficient and scalable visual recognition in resource-constrained environments	88
Multiscale attention feature deep fusion network for iris region localization and segmentation from dual-spectral iris image	88
Multi-source heterogeneous information fusion fault diagnosis method based on deep neural networks under limited datasets	88
Editorial Board	88
GAN-based approach for data imputation and handling class imbalance using one class ensemble	88
Dealing with distribution mismatch in semi-supervised deep learning for COVID-19 detection using chest X-ray images: A novel approach using feature densities	87
An adaptive high-order knowledge guided multi-objective evolutionary algorithm for dynamic community detection	87
Optimizing workload distribution in Fog-Cloud ecosystem: A JAYA based meta-heuristic for energy-efficient applications	86
Bayesian evolutionary optimization for crafting high-quality adversarial examples with limited query budget	86
Comprehensive survey of large models-driving intelligent decision making	84
Neuromorphic photonic neural networks for on-chip gas spectra classification	84
A three-way decision method based on cumulative prospect theory for the hierarchical diagnosis and treatment system of chronic diseases	82
Tensor-based multigraph fusion for Alzheimer’s disease diagnosis	82
QDS-COVID: A visual analytics system for interactive exploration of millions of COVID-19 healthcare records in Brazil	82
Multi-objective genetic algorithm with maximum-entropy classification and domain-specific evolutionary operators for microorganism selection on microbiomes	82
An optimal control policy in fighting COVID-19 and infectious diseases	81
A computationally efficient approximation calculation method in dominance-based rough set approach	81

An ensemble multi-swarm teaching–learning-based optimization algorithm for function optimization and image segmentation	80
An effective method based on simulated annealing for automatic generation control of power systems	80
An integrated probabilistic bipolar fermatean hesitant fuzzy transportation configuration for sustainable management of floral waste with risk assessment	79
Multi-level pooling self-adaptive evolutionary multi-objective gene selection algorithm for microarray data classification	79
UniCon: Unified image-guiding generation with noise consistency	79
VSA_Net: Detection of very small aerial objects using loss function optimized network with novel feature aggregation	77
Enhancing financial resilience in manufacturing SMEs: A q-rung picture fuzzy set-based decision framework for digital transformation adoption	77
PDOS: A comprehensive phishing detection model combining object detection and similarity computation on web logos	77
A robust decomposition-denoising deep learning framework with dynamic intraperiod ramping for cost-effective balancing market operation	76
Contrastive representation learning for multivariate time series classification based on temporal-frequency consistency	76
A dynamic dual-population co-evolution multi-objective evolutionary algorithm for constrained multi-objective optimization problems	76
Mamba-enhanced multi-view stereo: Geometry-aware feature fusion and 3D cost volume regularization	76
Time series prediction for cryptocurrency markets with transformer and parallel convolutional neural networks	75
An MADM model using Frank operations based power aggregation operator under p,q-quasirung orthopair fuzzy sets for highway selection in war-plane landing	75
Overlapping community detection based on graph attention autoencoder and self-trained clustering	75
Fast calculation for approximations in Dominance-based Rough Set Approach using Dual Information Granule	75
Efficient traffic-based IoT device identification using a feature selection approach with Lévy flight-based sine chaotic sub-swarm binary honey badger algorithm	75
Forecasting crude oil futures prices using BiLSTM-Attention-CNN model with Wavelet transform	75
Adversarial multi-source domain generalization approach for power prediction in unknown photovoltaic systems	75
Learning fuzzy decision trees for predicting outcomes of legal cases relating to intellectual property rights	74
Spatial multiple attention-driven intelligent tuning of shape-performance coupling devices	74
Tensor idempotent representation with auto-weighted exponential tensor nuclear norm minimization for multi-view clustering	74
TIPSST: Transformer-based hyperspectral object tracking with illumination prompts and spatial-spectral-temporal context	74
A rate-distortion optimal evolutionary algorithm under the fixed bit-rate constraints for the JPEG quantization table optimization	73
An interval type-2 fuzzy ORESTE method for waste-to-energy plant site selection: A case study in China	72
Integrative prognostic modeling for breast cancer: Unveiling optimal multimodal combinations using graph convolutional networks and calibrated random forest	72
Tumor classification algorithm via parallel collaborative optimization of single- and multi-objective consistency on PET/CT	71
Variable neighborhood search for weighted total domination problem and its application in social network information spreading	71
Quality-aware fuzzy min–max neural networks for dynamic brain network analysis and its application to schizophrenia identification	71
An efficient manta ray foraging optimization algorithm with individual information interaction and fractional derivative mutation for solving complex function extremum and engineering design problems	71
sEMG-based real-time speech synthesis with feature distillation and dynamic chunk convolution	71
TSGR2: Image-text matching via triple-level scene graph relation reasoning	71
An efficient hyper-parameter optimization method for supervised learning	71
Quantum fuzzy logic for edge detection: A demonstration on NISQ hardware	71
Diffusion-based dynamic super-dense candidate boxes with random center points for 3D object detection	70
RTAD-HIS: Regulated transformer architecture based anomaly detection framework towards security in healthcare IoT systems	70
Point cloud registration based on the dark forest algorithm and its application in coal industry	70
Short-term multistep wind direction prediction of unmanned sailboats based on OVMD and optimized deep learning model	69
Broad fractional-order echo state network with slime mould algorithm for multivariate time series prediction	68
CBM3D-DCC 2D histogram and dual-learning gravitational search algorithm with the interval type-2 fuzzy logic for multilevel threshold color image segmentation	67
Recurrent ensemble random vector functional link neural network for financial time series forecasting	67
Out-of-distribution detection by feature-constrained contrastive learning	67
An interval neural network-based Caputo fractional-order extreme learning machine applied to classification	67
Defending AI/ML models against adversarial attacks with significant contextual features for better security	67
Feature library-assisted surrogate model for evolutionary wrapper-based feature selection and classification	67
Error feedback method (EFM) based dimension synthesis optimisation for four-bar linkage mechanism	66
A learning-driven artificial bee colony algorithm for mobile robot multi-objective path planning	66
A tabu search based approach for the Heterogeneous Fleet Vehicle Routing Problem with three-dimensional loading constraints	65
An adaptive exploration-exploitation framework for success history based differential evolution	65
Arithmetic optimization algorithm with cosine composite chaotic mapping in polar coordinate system for economic load dispatching problems in power systems	65
Non-exemplar class-incremental learning: Dynamic adversarial sample synthesis and relational knowledge distillation	65
Enhancing knowledge distillation via genetic recombination	64
Evolutionary computation-based reliability quantification and its application in big data analysis on semiconductor manufacturing	64
Evaluating edge artificial intelligence-driven supply chain management platforms using collaborative large-scale fuzzy information fusion	64
Hybrid-conditional generative adversarial network framework for climate fault detection in vertical farming environments	64
Leaf disease detection using machine learning and deep learning: Review and challenges	64
Siamese learning based on graph differential equation for Next-POI recommendation	64
Driver fatigue detection using EEG-based graph attention convolutional neural networks: An end-to-end learning approach with mutual information-driven connectivity	63
Enhancing vehicle detection in intelligent transportation systems via autonomous UAV platform and YOLOv8 integration	63
Prediction of strip section shape for hot-rolled based on mechanism fusion data model	63
Graph-driven feature selection via granular-rectangular neighborhood rough sets for interval-valued data sets	63
Route selection in multimodal supply chains: A fuzzy risk assessment model-BWM-MARCOS framework	63
Spherical fuzzy sets based integrated DEMATEL, ANP, VIKOR approach and its application for renewable energy selection in Turkey	63
Residual LSTM based short-term load forecasting	63
Unsupervised feature selection using chronological fitting with Shapley Additive explanation (SHAP) for industrial time-series anomaly detection	63
Explicit transformation GAN: DWI synthesis from non-contrast CT for rapid diagnosis of acute ischemic stroke	62
Investigations of color image segmentation based on connectivity measure, shape priority and normalized fuzzy graph cut	62
Detection of forest fire using deep convolutional neural networks with transfer learning approach	62
The choice of scaling technique matters for classification performance	61
Editorial Board	61
Continual compression model for online continual learning	61
Information fusion-based genetic algorithm with long short-term memory for stock price and trend prediction	61
Metaverse and microorganism digital twins: A deep transfer learning approach	61
Safe intuitionistic fuzzy twin support vector machine for semi-supervised learning	61
Object pose tracking using multimodal knowledge from RGB images and quaternion-based rotation contexts	61
TSFIS-GWO: Metaheuristic-driven takagi-sugeno fuzzy system for adaptive real-time routing in WBANs	61
Robust approximation of the conditional mean for applications of Machine Learning	61
Harnessing the power of transformers and data fusion in smart irrigation	61
Label repopulation through evolutionary computation for addressing challenging multilabel problems	60
Sequential unsupervised–supervised learning for clustering time-dependent patterns using ellipsoidal calculus	60

Cross-modal deep interaction and modal-aware aggregation network for visible and infrared tracking	60
Plastic Distillation and Local Class Augment for Federated Class Incremental Learning	59
Combined variable precision fuzzy rough set and its application in medical diagnosis	59
Evaluating infant development through a novel hybrid intuitionistic fuzzy classification system	59
Two-stage identification of false data injection attacks in power systems via semi-supervised deep learning	59
A transformer-based deep learning approach for recognition of forgery methods in spoofing speech attribution	59
Dynamical decomposition and selection based evolutionary algorithm for many-objective optimization	59
A control-oriented operation mode recognizing method using fuzzy evaluation and attention LSTM networks	59
A feature selection method based on multiple feature subsets extraction and result fusion for improving classification performance	59
Using GAN-generated market simulations to guide genetic algorithms in index tracking optimization	58
Railway network delay evolution: A heterogeneous graph neural network approach	58
EEG emotion recognition based on Ordinary Differential Equation Graph Convolutional Networks and Dynamic Time Wrapping	58
Neural architecture search via similarity adaptive guidance	58
Semi-supervised few-shot learning via ensemble-based adaptive clustering-aware pseudo-labeling	58
NLBBODE optimizer for accurate and fast modeling of photovoltaic module/string generator and its application to solve real-world constrained optimization problems	58
Neighbor self-embedding graph model for clustering ensemble	58
A chaotic local search-based LSHADE with enhanced memory storage mechanism for wind farm layout optimization	58
Few-shot intent detection with mutual information and contrastive learning	57
An adaptive consensus model in large-scale group decision making with noncooperative and compromising behaviors	56
F-TLBO-ID: Fuzzy fed teaching learning based optimisation algorithm to predict the number of	56
Mask-based Self-supervised Network Intrusion Detection System	55
A granularity time series forecasting model combining three-way decision and trend information granule	55
Discovering ensembles of small language models out of scarcely labelled data for fake news detection	55
Deep learning modeling of public’s sentiments towards temporal evolution of COVID-19 transmission	55
Day-ahead wind power prediction using an ensemble model considering multiple indicators combined with error correction	55
A fuzzy optimization model based on chaotic quantum AHA for offshore wind farm operation and maintenance scheduling problem	55
A soft set theoretic approach to network complexity and a case study for Turkish Twitter users	55
A Fuzzy Minkowski Distance-based fusion of convolutional neural networks for gastrointestinal disease detection	55
Design of fractional comprehensive learning PSO strategy for optimal power flow problems	54
Block-segmentation vectors for arousal prediction using semi-supervised learning	54
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	54
Failure mode and effects analysis method based on Fermatean fuzzy weighted Muirhead mean operator	54
Directional optimization of elevator scheduling algorithms in complex traffic patterns	54
An in-depth analysis of ensemble multi-criteria decision making: A comprehensive guide to terminology, design, applications, evaluations, and future prospects	54
A bearing prognosis framework based on deep wavelet extreme learning machine and particle filtering	54
Reducing high-risk glucose forecasting errors by evolving interpretable models for Type 1 diabetes	54
Graph-based deep reinforcement learning for dynamic scheduling of flexible job-shop considering worker fatigue and multi-skill factors	53
Sustainable circular supplier evaluation in project-driven supply chains with a fuzzy stochastic decision model under uncertainty	53
A differential evolutionary chromosomal gene expression programming technique for electronic nose applications	53
Multi-objective firefly algorithm with adaptive region division	53
Knowledge-guided global optimization for expensive and black-box constrained multi-objective engineering design problems	53
Different transfer learning approaches for insect pest classification in cotton	53
Predicting cell–cell communication by combining heterogeneous ensemble deep learning and weighted geometric mean	53
A multi-strategy iterated greedy algorithm with three-phase for hybrid flow shop scheduling in distributed factory	52
A long-term multivariate time series forecasting network combining series decomposition and convolutional neural networks	52
Imbalanced Broad Learning System with label relaxation and sample weight adaptation	52
Smoke detection in video using convolutional neural networks and efficient spatio-temporal features	52
Kriging-assisted indicator-based evolutionary algorithm for expensive multi-objective optimization	52
Intuitionistic fuzzy twin proximal SVM with fuzzy hyperplane and its application in EEG signal classification	52
Interval prediction approach to crude oil price based on three-way clustering and decomposition ensemble learning	51
Combining affinity propagation with differential evolution for three-echelon logistics distribution optimization	51
Harnessing collaborative learning automata to guide multi-objective optimization based inverse analysis for structural damage identification	51
Fuzzy concept-cognitive learning based on attention mechanism and three-way partial order structure	51
A short-term residential load forecasting scheme based on the multiple correlation-temporal graph neural networks	51
Multiple equipment scheduling and routing for container terminals using quantum-inspired deep learning	51
A compact meta-learned neuro-fuzzy technique for noise-robust nonlinear control	51
Knowledge transfer for labeling unknown fuzzy sets using Grammar-Guided Genetic Algorithms	51
An embedded Hamiltonian dynamic evolutionary neural network model for high-dimensional data recognition	51
3D-NoduleNet: A comprehensive framework for benign and malignant pulmonary nodule classification	51
Enhancing prediction accuracy for high-dimensional small-sample-size microarray data cancer by combining chebyshev interpolation with new dual-net GAN	51
Editorial Board	51
An evolutionary knowledge transfer framework for solving workgroup reconfiguration problem in aircraft final assembly	51
A dissolved oxygen levels prediction method based on single-hidden layer feedforward neural network using neighborhood information metric	51
Credit risk prediction based on an interpretable three-way decision method: Evidence from Chinese SMEs	51
Instance-level mutual contrast network for semi-supervised domain generalization fault diagnosis	51
Benchmarking surrogate-based optimisation algorithms on expensive black-box functions	50
Intelligent monitoring for infectious diseases with fuzzy systems and edge computing: A survey	50
Multi-granularity relabeled under-sampling algorithm for imbalanced data	50
MetaIndux-PLC: A Control Logic-Guided LLM for PLC code generation in industrial control systems	50
Chaos-based noise mechanisms for enhanced differential privacy in deep learning	50
q-Rung orthopair fuzzy N-bipolar soft sets for multi-criteria decision-making in telemedicine platform selection and healthcare evaluation	50
TLTD: Transfer Learning for Tabular Data	50
An efficient and lightweight off-policy actor–critic reinforcement learning framework	50
Safety assessment of excavation system via TOPSIS-based MCDM modelling in fuzzy environment	50
Shapelet selection for time series classification	50
A digital-twin-based adaptive multi-objective Harris Hawks Optimizer for dynamic hybrid flow green scheduling problem with dynamic events	49
VTNet: A multi-domain information fusion model for long-term multi-variate time series forecasting with application in irrigation water level	49
A dynamic graph structure identification method of spatio-temporal correlation in an aluminum electrolysis cell	49
Traffic scene perception via multimodal large language model with data augmentation and efficient training strategy	49
TLDA: A lightweight and adaptive deep learning framework for accurate monthly runoff forecasting	49
On the behavior of parallel island models	49
Large language model driven multiple operating conditions identification and predictive control	49
Tools for Landscape Analysis of Optimisation Problems in Procedural Content Generation for Games	49
RoBERTa, ResNeXt and BiLSTM with self-attention: The ultimate trio for customer sentiment analysis	49
Explainability analysis: An in-depth comparison between Fuzzy Cognitive Maps and LAMDA	49
Distributed fuzzy attribute reduction for partially labeled big data	49
Multiscale convolution-attention model for efficient Alzheimer’s disease and mild cognitive impairment diagnosis approach using sMRI	48
A simple and flexible bootstrap-based framework to quantify epistemic uncertainty of ground motion models by light gradient boosting machine	48
Multi-objective reinforcement learning framework for dynamic flexible job shop scheduling problem with uncertain events	48
Mining online reviews for ranking products: A novel method based on multiple classifiers and interval-valued intuitionistic fuzzy TOPSIS	48
Unified whale optimization algorithm based multi-kernel SVR ensemble learning for wind speed forecasting	48
An interpretable evolutionary broad learning system for damage identification in aircraft structures using Lamb waves	48
Matrix representations of the inverse problem in the graph model for conflict resolution with fuzzy preference	48
DQN-enabled content caching and quantum ant colony-based computation offloading in MEC	48
Federated semi-supervised learning with contrastive representations against noisy labels	47