Applied Soft Computing

Article	Citations
A predictive intelligence approach for low-light enhancement	280
Editorial Board	192
Image steganography based on style transfer and quaternion exponent moments	172
Late acceptance hill climbing based algorithm for Unmanned Aerial Vehicles (UAV) path planning problem	163
RTAD-HIS: Regulated transformer architecture based anomaly detection framework towards security in healthcare IoT systems	155
Corrigendum to “Gray Wolf Optimizer for hyperspectral band selection” [Appl. Soft Comput. 40 (2016) 178–186]	148
An efficient hyper-parameter optimization method for supervised learning	146
A memetic evolution system with statistical variable classification for large-scale many-objective optimization	144
Address wind farm layout problems by an adaptive Moth-flame Optimization Algorithm	144
Sample-analysis based adversarial attack with saliency map	143
A new efficient two-stage method for damage localization and quantification in shell structures	140
Temporal relation transformer for robust visual tracking with dual-memory learning	140
Robust Chinese Clinical Named Entity Recognition with information bottleneck and adversarial training	135
Single-objective and multi-objective optimization for variance counterbalancing in stochastic learning	131
An entropy-based density peak clustering for numerical gene expression datasets	127
Tumor classification algorithm via parallel collaborative optimization of single- and multi-objective consistency on PET/CT	126
Feature library-assisted surrogate model for evolutionary wrapper-based feature selection and classification	125
Prediction of blasting induced air-overpressure using a radial basis function network with an additional hidden layer	122
Variable neighborhood search for weighted total domination problem and its application in social network information spreading	121
Comprehensive survey of large models-driving intelligent decision making	117
Metaverse and microorganism digital twins: A deep transfer learning approach	115
JaunENet: An effective non-invasive detection of multi-class jaundice deep learning method with limited labeled data	115
Automatic frequency-based feature selection using discrete weighted evolution strategy	114
Evaluating edge artificial intelligence-driven supply chain management platforms using collaborative large-scale fuzzy information fusion	113
A social participatory allocation network method with partial relations of alternatives and its application in sustainable food supply chain selection	112

Mathematical analysis of generative adversarial networks based on complex picture fuzzy soft information	112
An optimal control policy in fighting COVID-19 and infectious diseases	111
Multi-agent reinforcement learning system framework based on topological networks in Fourier space	110
Integrated model and automatically designed solver for power system restoration	108
Quality-aware fuzzy min–max neural networks for dynamic brain network analysis and its application to schizophrenia identification	108
Multilayer time delay reservoir with double feedback loops for time series forecasting task	107
QDS-COVID: A visual analytics system for interactive exploration of millions of COVID-19 healthcare records in Brazil	106
Arithmetic optimization algorithm with cosine composite chaotic mapping in polar coordinate system for economic load dispatching problems in power systems	105
Deep neural aggregation for recommending items to group of users	103
Quaternary converter based balanced graph contrastive learning for recommendation	103
A Bayesian graph structure inference neural network based on adaptive connection sampling	101
Chinese calligraphy character generation with component-level style learning and structure-aware guidance	101
An efficient manta ray foraging optimization algorithm with individual information interaction and fractional derivative mutation for solving complex function extremum and engineering design problems	101
Tensor idempotent representation with auto-weighted exponential tensor nuclear norm minimization for multi-view clustering	101
Learning fuzzy decision trees for predicting outcomes of legal cases relating to intellectual property rights	99
A co-evolutionary genetic algorithm with knowledge transfer for multi-objective capacitated vehicle routing problems	98
Parallel graph neural architecture search optimization with incomplete features	98
Diffusion-based dynamic super-dense candidate boxes with random center points for 3D object detection	96
Multi-task prompt adapter for vision-language model	96
A computationally efficient approximation calculation method in dominance-based rough set approach	95
Assessing sustainability of supply chains by fuzzy Malmquist network data envelopment analysis: Incorporating double frontier and common set of weights	95
Extended belief rule-based system using bi-level joint optimization for environmental investment forecasting	94
A lightweight multi-sensory field-based dual-feature fusion residual network for bird song recognition	94
The application of gradient evolution algorithm to an intuitionistic fuzzy neural network for forecasting medical cost of acute hepatitis treatment in Taiwan	93
An ensemble multi-swarm teaching–learning-based optimization algorithm for function optimization and image segmentation	93
FDN-ADNet: Fuzzy LS-TWSVM based deep learning network for prognosis of the Alzheimer’s disease using the sagittal plane of MRI scans	92
Solving capacitated vehicle routing problem using cooperative firefly algorithm	91
A covariance-based Moth–flame optimization algorithm with Cauchy mutation for solving numerical optimization problems	90
A Lyapunov-stability-based context-layered recurrent pi-sigma neural network for the identification of nonlinear systems	90
Fast calculation for approximations in Dominance-based Rough Set Approach using Dual Information Granule	90
Dealing with distribution mismatch in semi-supervised deep learning for COVID-19 detection using chest X-ray images: A novel approach using feature densities	89
Cooperative coevolutionary algorithm with resource allocation strategies to minimize unnecessary computations	88
An effective method based on simulated annealing for automatic generation control of power systems	88
Niche-based cooperative co-evolutionary ensemble neural network for classification	88
Enhancing knowledge distillation via genetic recombination	87
Evolutionary computation-based reliability quantification and its application in big data analysis on semiconductor manufacturing	87
Neural collaborative filtering with multicriteria evaluation data	86
Granular computing-based time series anomaly pattern detection with semantic interpretation	86
An integrated design concept evaluation method based on best–worst entropy and generalized TODIM considering multiple factors of uncertainty	82
Bayesian evolutionary optimization for crafting high-quality adversarial examples with limited query budget	82
Adversarial multi-source domain generalization approach for power prediction in unknown photovoltaic systems	82
Sampling-based test scenarios searching method for autonomous system robustness evaluation	82
Point cloud registration based on the dark forest algorithm and its application in coal industry	82
Multiscale attention feature deep fusion network for iris region localization and segmentation from dual-spectral iris image	81
A dimensionless model and ant colony optimization fusion temperature prediction in tunnel fires	81
Multi-scale 3D convolution feature-based Broad Learning System for Alzheimer’s Disease diagnosis via MRI images	81
Solving the robust influence maximization problem on multi-layer networks via a Memetic algorithm	80
Hyperspectral image classification using Uniform Manifold Approximation and Projection with fusion deep learning network	80
Investigations of color image segmentation based on connectivity measure, shape priority and normalized fuzzy graph cut	79
Enhancing vehicle detection in intelligent transportation systems via autonomous UAV platform and YOLOv8 integration	79

Unsupervised feature selection using chronological fitting with Shapley Additive explanation (SHAP) for industrial time-series anomaly detection	78
An interval neural network-based Caputo fractional-order extreme learning machine applied to classification	78
Route selection in multimodal supply chains: A fuzzy risk assessment model-BWM-MARCOS framework	78
Optimizing workload distribution in Fog-Cloud ecosystem: A JAYA based meta-heuristic for energy-efficient applications	78
An approach to investigate fairness using Dominance-based Rough Sets Analysis—How fair were the COVID-19 restriction decisions in the UK?	78
An integrated probabilistic bipolar fermatean hesitant fuzzy transportation configuration for sustainable management of floral waste with risk assessment	77
Efficient traffic-based IoT device identification using a feature selection approach with Lévy flight-based sine chaotic sub-swarm binary honey badger algorithm	77
Adaptive sliding mode control with hysteresis compensation-based neuroevolution for motion tracking of piezoelectric actuator	77
Spherical fuzzy sets based integrated DEMATEL, ANP, VIKOR approach and its application for renewable energy selection in Turkey	77
An interval type-2 fuzzy ORESTE method for waste-to-energy plant site selection: A case study in China	76
Multi-source heterogeneous information fusion fault diagnosis method based on deep neural networks under limited datasets	76
Collaborative semantic representation network for metaphor detection	76
AWAP: Adaptive weighted attribute propagation enhanced community detection model for bitcoin de-anonymization	75
Broad fractional-order echo state network with slime mould algorithm for multivariate time series prediction	75
A dynamic dual-population co-evolution multi-objective evolutionary algorithm for constrained multi-objective optimization problems	75
Forecasting crude oil futures prices using BiLSTM-Attention-CNN model with Wavelet transform	75
Adaptive non-linear soft sensor for quality monitoring in refineries using Just-in-Time Learning—Generalized regression neural network approach	74
Multi-unit stacked architecture: An urban scene segmentation network based on UNet and ShuffleNetv2	74
Meta-heuristic as manager in federated learning approaches for image processing purposes	73
Effects of diagram plane on neural network based modulation recognition	73
Prediction of strip section shape for hot-rolled based on mechanism fusion data model	73
A three-way decision method based on cumulative prospect theory for the hierarchical diagnosis and treatment system of chronic diseases	73
End-to-end multi-task learning for simultaneous optic disc and cup segmentation and glaucoma classification in eye fundus images	72
Recurrent ensemble random vector functional link neural network for financial time series forecasting	72
Time series prediction for cryptocurrency markets with transformer and parallel convolutional neural networks	71
Error feedback method (EFM) based dimension synthesis optimisation for four-bar linkage mechanism	71
Residual LSTM based short-term load forecasting	71
Exponential loss regularisation for encouraging ordinal constraint to shotgun stocks quality assessment	70
Evolutionary optimization of thermo-physical properties of MWCNT-Fe	70
Siamese learning based on graph differential equation for Next-POI recommendation	70
Fuzzy multi-perspective conformance checking for business processes	70
The choice of scaling technique matters for classification performance	69
A tabu search based approach for the Heterogeneous Fleet Vehicle Routing Problem with three-dimensional loading constraints	69
An interpretable convolutional neural network for nuclear power plant abnormal events	69
An ensemble deep learning model for human activity analysis using wearable sensory data	68
Information fusion-based genetic algorithm with long short-term memory for stock price and trend prediction	68
Sentiment analysis on a low-resource language dataset using multimodal representation learning and cross-lingual transfer learning	68
Simultaneous feature and instance selection in big noisy data using memetic variable neighborhood search	67
Cascaded-ANFIS to simulate nonlinear rainfall–runoff relationship	67
Channel pruning guided by spatial and channel attention for DNNs in intelligent edge computing	67
Integrative prognostic modeling for breast cancer: Unveiling optimal multimodal combinations using graph convolutional networks and calibrated random forest	67
Autonomous navigation of UAV in multi-obstacle environments based on a Deep Reinforcement Learning approach	67
Leaf disease detection using machine learning and deep learning: Review and challenges	66
Detection of forest fire using deep convolutional neural networks with transfer learning approach	66
Cascaded panoptic segmentation method for high resolution remote sensing image	65
TSFIS-GWO: Metaheuristic-driven takagi-sugeno fuzzy system for adaptive real-time routing in WBANs	65
Graph-driven feature selection via granular-rectangular neighborhood rough sets for interval-valued data sets	65
Editorial Board	65
Object pose tracking using multimodal knowledge from RGB images and quaternion-based rotation contexts	64
An embedded Hamiltonian dynamic evolutionary neural network model for high-dimensional data recognition	64
An evolutionary knowledge transfer framework for solving workgroup reconfiguration problem in aircraft final assembly	64
Distribution-based imaging for multiple sclerosis lesion segmentation using specialized fuzzy 2-means powered by Nakagami transmutations	63
Evaluating infant development through a novel hybrid intuitionistic fuzzy classification system	63
Block-segmentation vectors for arousal prediction using semi-supervised learning	63
Learning automata based particle swarm optimization for solving class imbalance problem	63
Dynamic task offloading in edge computing for computer access point selection based on adaptive deep reinforcement learning with meta-heuristic optimization	63
An artificial bee colony algorithm for scheduling call centres with weekend-off fairness	63
Soft cosine and extended cosine adaptation for pre-trained language model semantic vector analysis	63
Discovering ensembles of small language models out of scarcely labelled data for fake news detection	62
A methodology for using players’ chat content for dynamic difficulty adjustment in metaverse multiplayer games	62
Tools for Landscape Analysis of Optimisation Problems in Procedural Content Generation for Games	62
Enhancing prediction accuracy for high-dimensional small-sample-size microarray data cancer by combining chebyshev interpolation with new dual-net GAN	62
Introducing disruption on stagnated Group Decision Making processes using Fuzzy Ontologies	62
Robust graph contrastive learning with multi-hop views for node classification	62
Neighbor self-embedding graph model for clustering ensemble	62
Directional optimization of elevator scheduling algorithms in complex traffic patterns	62
Continual compression model for online continual learning	61
Contrastive variational auto-encoder driven convergence guidance in evolutionary multitasking	61
Optimal scale selection approach for classification based on generalized multi-scale formal context	61
Extended rule-based opinion target extraction with a novel text pre-processing method and ensemble learning	61
Edge preserving range image smoothing using hybrid locally kernel-based weighted least square	61
Path-planning algorithm for small environmental surveillance unmanned surface vehicles	61
Railway network delay evolution: A heterogeneous graph neural network approach	61
Joint optimization of signal control and speed planning at isolated mixed-traffic signalized intersections	60
Broad collaborative filtering with adjusted cosine similarity by fusing matrix completion	60
Mask-based Self-supervised Network Intrusion Detection System	59
Matrix representations of the inverse problem in the graph model for conflict resolution with fuzzy preference	59
A hypervolume distribution entropy guided computation resource allocation mechanism for the multiobjective evolutionary algorithm based on decomposition	59
Shapelet selection for time series classification	59
A long-term multivariate time series forecasting network combining series decomposition and convolutional neural networks	59

Sustainably resilient supply chains evaluation in public transport: A fuzzy chance-constrained two-stage DEA approach	59
Multi-objective evolutionary optimization of unsupervised latent variables of turning process	59
A digital-twin-based adaptive multi-objective Harris Hawks Optimizer for dynamic hybrid flow green scheduling problem with dynamic events	58
Harnessing collaborative learning automata to guide multi-objective optimization based inverse analysis for structural damage identification	58
Day-ahead wind power prediction using an ensemble model considering multiple indicators combined with error correction	58
RoBERTa, ResNeXt and BiLSTM with self-attention: The ultimate trio for customer sentiment analysis	58
A chaotic local search-based LSHADE with enhanced memory storage mechanism for wind farm layout optimization	57
A dissolved oxygen levels prediction method based on single-hidden layer feedforward neural network using neighborhood information metric	57
Unified whale optimization algorithm based multi-kernel SVR ensemble learning for wind speed forecasting	57
Deep learning modeling of public’s sentiments towards temporal evolution of COVID-19 transmission	57
Optimal gait design for a soft quadruped robot via multi-fidelity Bayesian optimization	56
Reducing high-risk glucose forecasting errors by evolving interpretable models for Type 1 diabetes	56
Efficient and privacy-preserving deep inference towards cloud–edge collaborative	56
Sequential unsupervised-supervised learning for clustering time-dependent patterns using ellipsoidal calculus	56
A Chinese power text classification algorithm based on deep active learning	56
Sparse and semi-attention guided faults diagnosis approach for distributed online services	56
Federated semi-supervised learning with contrastive representations against noisy labels	56
Uncertainty estimation by boosting with Gaussian process for expensive optimization problems	56
A wind speed point-interval fuzzy forecasting system based on data decomposition and multiobjective optimizer	56
Sustainable circular supplier evaluation in project-driven supply chains with a fuzzy stochastic decision model under uncertainty	56
Deep convolutional generative adversarial network accelerated optimization algorithm for parameter optimization of permanent magnet synchronous generator controllers	56
A fuzzy optimization model based on chaotic quantum AHA for offshore wind farm operation and maintenance scheduling problem	56
Differential evolution method integrated with a fuzzy decision-making mechanism and Virtual Mutant agent: Theory and application	56
Spatial–temporal graph transformer network for traffic network flow prediction using parallel training based on cloud computing	55
A simple and flexible bootstrap-based framework to quantify epistemic uncertainty of ground motion models by light gradient boosting machine	55
Failure mode and effects analysis method based on Fermatean fuzzy weighted Muirhead mean operator	55
Multi-objective reinforcement learning framework for dynamic flexible job shop scheduling problem with uncertain events	55
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	55
A control-oriented operation mode recognizing method using fuzzy evaluation and attention LSTM networks	55
A light spatial-frequency network for robust iris segmentation and localization	55
Evaluation of government strategies against COVID-19 pandemic using q-rung orthopair fuzzy TOPSIS method	54
Multi-granularity relabeled under-sampling algorithm for imbalanced data	54
Benchmarking surrogate-based optimisation algorithms on expensive black-box functions	54
Intelligent monitoring for infectious diseases with fuzzy systems and edge computing: A survey	54
Optimizing anomaly detection in 3D MRI scans: The role of ConvLSTM in medical image analysis	53
Design of fractional comprehensive learning PSO strategy for optimal power flow problems	53
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]	53
Using GAN-generated market simulations to guide genetic algorithms in index tracking optimization	53
Exploiting variability in the design of genetic algorithms to generate telerehabilitation activities	53
Editorial Board	53
Data-driven interval type-2 fuzzy learning controller design for tracking complex dynamical trajectories in robotic systems	53
Combining affinity propagation with differential evolution for three-echelon logistics distribution optimization	52
Traffic scene perception via multimodal large language model with data augmentation and efficient training strategy	52
A transformer-based deep learning approach for recognition of forgery methods in spoofing speech attribution	52
Knowledge-guided global optimization for expensive and black-box constrained multi-objective engineering design problems	51
A bearing prognosis framework based on deep wavelet extreme learning machine and particle filtering	51
A multi-criteria decision support model for new energy vehicle selection considering social media influencer reviews and personalized preferences	51
Trajectory planning of autonomous mobile robots applying a particle swarm optimization algorithm with peaks of diversity	51
EEG emotion recognition based on Ordinary Differential Equation Graph Convolutional Networks and Dynamic Time Wrapping	51
An in-depth analysis of ensemble multi-criteria decision making: A comprehensive guide to terminology, design, applications, evaluations, and future prospects	51
An efficient and lightweight off-policy actor–critic reinforcement learning framework	51
Surrogate-assisted analysis of the parameter configuration landscape for meta-heuristic optimisation	51
Knowledge-driven ant colony optimization algorithm for vehicle routing problem in instant delivery peak period	51
An efficient nonlinear interval uncertain optimization method using Legendre polynomial chaos expansion	51
Ensemble clustering with low-rank optimal Laplacian matrix learning	51
A compact meta-learned neuro-fuzzy technique for noise-robust nonlinear control	51
Emission reduction investment for green products of a manufacturing system via optimal control theory and artificial hummingbird algorithm	51
A dynamic graph structure identification method of spatio-temporal correlation in an aluminum electrolysis cell	50
Dynamical decomposition and selection based evolutionary algorithm for many-objective optimization	50
Few-shot intent detection with mutual information and contrastive learning	50
Fitness–Distance Balance based adaptive guided differential evolution algorithm for security-constrained optimal power flow problem incorporating renewable energy sources	50
A Fuzzy Minkowski Distance-based fusion of convolutional neural networks for gastrointestinal disease detection	50
A differential evolutionary chromosomal gene expression programming technique for electronic nose applications	50
Genetic algorithm based probabilistic model for agile project success in global software development	49
Explainability analysis: An in-depth comparison between Fuzzy Cognitive Maps and LAMDA	49
Safe intuitionistic fuzzy twin support vector machine for semi-supervised learning	49
A multi-strategy iterated greedy algorithm with three-phase for hybrid flow shop scheduling in distributed factory	49
Adversarial hard negative samples for continual relation extraction	49
A deep residual neural network model for synchronous motor fault diagnostics	49
On the behavior of parallel island models	49
F-TLBO-ID: Fuzzy fed teaching learning based optimisation algorithm to predict the number of	48
Carbon price forecasting system based on error correction and divide-conquer strategies	48
Short-term urban rail transit passenger flow forecasting based on fusion model methods using univariate time series	48
Mining online reviews for ranking products: A novel method based on multiple classifiers and interval-valued intuitionistic fuzzy TOPSIS	48
Interval prediction approach to crude oil price based on three-way clustering and decomposition ensemble learning	48
Multi-objective binary grey wolf optimization for feature selection based on guided mutation strategy	48
Broad learning extreme learning machine for forecasting and eliminating tremors in teleoperation	48
Intuitionistic fuzzy twin proximal SVM with fuzzy hyperplane and its application in EEG signal classification	48
Knowledge transfer for labeling unknown fuzzy sets using Grammar-Guided Genetic Algorithms	48
A soft set theoretic approach to network complexity and a case study for Turkish Twitter users	48
Optimization of the distance-constrained multi-based multi-UAV routing problem with simulated annealing and local search-based matheuristic to detect forest fires: The case of Turkey	48
Different transfer learning approaches for insect pest classification in cotton	48
TLTD: Transfer Learning for Tabular Data	48
Credit risk prediction based on an interpretable three-way decision method: Evidence from Chinese SMEs	48
Robust approximation of the conditional mean for applications of Machine Learning	48
Evolving kernel-based fuzzy system with nonlinear consequences	48
k-means clustering and kNN classification based on negative databases	48
A short-term residential load forecasting scheme based on the multiple correlation-temporal graph neural networks	48
VTNet: A multi-domain information fusion model for long-term multi-variate time series forecasting with application in irrigation water level	48
Kriging-assisted indicator-based evolutionary algorithm for expensive multi-objective optimization	47
Interval type-2 hesitant fuzzy Entropy-based WASPAS approach for aircraft type selection	47
1D-DGAN-PHM: A 1-D denoising GAN for Prognostics and Health Management with an application to turbofan	47
Architecture reduction of a probabilistic neural network by merging k-means and k-nearest neighbour algorithms	47
Safety assessment of excavation system via TOPSIS-based MCDM modelling in fuzzy environment	47
Multi-objective firefly algorithm with adaptive region division	47