Applied Soft Computing

Article	Citations
Address wind farm layout problems by an adaptive Moth-flame Optimization Algorithm	351
Robust Chinese Clinical Named Entity Recognition with information bottleneck and adversarial training	207
Tumor classification algorithm via parallel collaborative optimization of single- and multi-objective consistency on PET/CT	201
Sample-analysis based adversarial attack with saliency map	175
An approach to investigate fairness using Dominance-based Rough Sets Analysis—How fair were the COVID-19 restriction decisions in the UK?	166
An interval neural network-based Caputo fractional-order extreme learning machine applied to classification	158
Evaluating edge artificial intelligence-driven supply chain management platforms using collaborative large-scale fuzzy information fusion	158
Arithmetic optimization algorithm with cosine composite chaotic mapping in polar coordinate system for economic load dispatching problems in power systems	154
Detection of forest fire using deep convolutional neural networks with transfer learning approach	151
Meta-heuristic as manager in federated learning approaches for image processing purposes	146
Evolutionary computation-based reliability quantification and its application in big data analysis on semiconductor manufacturing	141
Temporal relation transformer for robust visual tracking with dual-memory learning	140
Sentiment analysis on a low-resource language dataset using multimodal representation learning and cross-lingual transfer learning	139
An ensemble deep learning model for human activity analysis using wearable sensory data	136
Broad fractional-order echo state network with slime mould algorithm for multivariate time series prediction	128
An interpretable convolutional neural network for nuclear power plant abnormal events	122
A covariance-based Moth–flame optimization algorithm with Cauchy mutation for solving numerical optimization problems	120
Adaptive sliding mode control with hysteresis compensation-based neuroevolution for motion tracking of piezoelectric actuator	118
Sampling-based test scenarios searching method for autonomous system robustness evaluation	118
Forecasting crude oil futures prices using BiLSTM-Attention-CNN model with Wavelet transform	117
Exponential loss regularisation for encouraging ordinal constraint to shotgun stocks quality assessment	117
Enhancing knowledge distillation via genetic recombination	113
Comprehensive survey of large models-driving intelligent decision making	112
Adversarial multi-source domain generalization approach for power prediction in unknown photovoltaic systems	108
Overlapping community detection based on graph attention autoencoder and self-trained clustering	107

Face recognition with morphing attack removal using deep learning models	106
Multi-scale niching based differential evolution for feature selection on high-dimensional data	106
GAN-based approach for data imputation and handling class imbalance using one class ensemble	106
Variable neighborhood search for weighted total domination problem and its application in social network information spreading	105
Quality-aware fuzzy min–max neural networks for dynamic brain network analysis and its application to schizophrenia identification	104
Granular computing-based time series anomaly pattern detection with semantic interpretation	103
Multiscale attention feature deep fusion network for iris region localization and segmentation from dual-spectral iris image	103
A Bayesian graph structure inference neural network based on adaptive connection sampling	102
Deep neural aggregation for recommending items to group of users	102
Quaternary converter based balanced graph contrastive learning for recommendation	102
Parallel graph neural architecture search optimization with incomplete features	101
Multi-agent reinforcement learning system framework based on topological networks in Fourier space	100
Learning fuzzy decision trees for predicting outcomes of legal cases relating to intellectual property rights	100
Multi-task prompt adapter for vision-language model	99
Hyperspectral image classification using Uniform Manifold Approximation and Projection with fusion deep learning network	99
Integrated model and automatically designed solver for power system restoration	99
Diffusion-based dynamic super-dense candidate boxes with random center points for 3D object detection	98
Multi-unit stacked architecture: An urban scene segmentation network based on UNet and ShuffleNetv2	95
JaunENet: An effective non-invasive detection of multi-class jaundice deep learning method with limited labeled data	95
Chinese calligraphy character generation with component-level style learning and structure-aware guidance	94
Recurrent ensemble random vector functional link neural network for financial time series forecasting	93
Error feedback method (EFM) based dimension synthesis optimisation for four-bar linkage mechanism	93
Fast calculation for approximations in Dominance-based Rough Set Approach using Dual Information Granule	92
An entropy-based density peak clustering for numerical gene expression datasets	91
A computationally efficient approximation calculation method in dominance-based rough set approach	91
Efficient traffic-based IoT device identification using a feature selection approach with Lévy flight-based sine chaotic sub-swarm binary honey badger algorithm	90
Metaverse and microorganism digital twins: A deep transfer learning approach	90
A co-evolutionary genetic algorithm with knowledge transfer for multi-objective capacitated vehicle routing problems	88
Unsupervised feature selection using chronological fitting with Shapley Additive explanation (SHAP) for industrial time-series anomaly detection	87
Solving the robust influence maximization problem on multi-layer networks via a Memetic algorithm	87
Editorial Board	87
Adaptive non-linear soft sensor for quality monitoring in refineries using Just-in-Time Learning—Generalized regression neural network approach	87
Cooperative coevolutionary algorithm with resource allocation strategies to minimize unnecessary computations	85
Fuzzy multi-perspective conformance checking for business processes	85
Collaborative semantic representation network for metaphor detection	85
Evolutionary optimization of thermo-physical properties of MWCNT-Fe	85
Simultaneous feature and instance selection in big noisy data using memetic variable neighborhood search	84
A tabu search based approach for the Heterogeneous Fleet Vehicle Routing Problem with three-dimensional loading constraints	83
A predictive intelligence approach for low-light enhancement	83
Corrigendum to “Gray Wolf Optimizer for hyperspectral band selection” [Appl. Soft Comput. 40 (2016) 178–186]	83
Feature library-assisted surrogate model for evolutionary wrapper-based feature selection and classification	82
Multilayer time delay reservoir with double feedback loops for time series forecasting task	82
TSFIS-GWO: Metaheuristic-driven takagi-sugeno fuzzy system for adaptive real-time routing in WBANs	82
An efficient manta ray foraging optimization algorithm with individual information interaction and fractional derivative mutation for solving complex function extremum and engineering design problems	81
A lightweight multi-sensory field-based dual-feature fusion residual network for bird song recognition	81
Prediction of strip section shape for hot-rolled based on mechanism fusion data model	81
A three-way decision method based on cumulative prospect theory for the hierarchical diagnosis and treatment system of chronic diseases	80
Integrative prognostic modeling for breast cancer: Unveiling optimal multimodal combinations using graph convolutional networks and calibrated random forest	80
Effects of diagram plane on neural network based modulation recognition	79
Optimizing workload distribution in Fog-Cloud ecosystem: A JAYA based meta-heuristic for energy-efficient applications	79

Point cloud registration based on the dark forest algorithm and its application in coal industry	79
Single-objective and multi-objective optimization for variance counterbalancing in stochastic learning	78
Neural collaborative filtering with multicriteria evaluation data	77
Dealing with distribution mismatch in semi-supervised deep learning for COVID-19 detection using chest X-ray images: A novel approach using feature densities	77
Siamese learning based on graph differential equation for Next-POI recommendation	77
QDS-COVID: A visual analytics system for interactive exploration of millions of COVID-19 healthcare records in Brazil	77
An effective method based on simulated annealing for automatic generation control of power systems	76
An efficient hyper-parameter optimization method for supervised learning	76
Information fusion-based genetic algorithm with long short-term memory for stock price and trend prediction	75
Automatic frequency-based feature selection using discrete weighted evolution strategy	75
An integrated design concept evaluation method based on best–worst entropy and generalized TODIM considering multiple factors of uncertainty	74
An ensemble multi-swarm teaching–learning-based optimization algorithm for function optimization and image segmentation	74
Investigations of color image segmentation based on connectivity measure, shape priority and normalized fuzzy graph cut	73
An interval type-2 fuzzy ORESTE method for waste-to-energy plant site selection: A case study in China	73
A dimensionless model and ant colony optimization fusion temperature prediction in tunnel fires	73
Extended belief rule-based system using bi-level joint optimization for environmental investment forecasting	73
Graph-driven feature selection via granular-rectangular neighborhood rough sets for interval-valued data sets	72
Multi-scale 3D convolution feature-based Broad Learning System for Alzheimer’s Disease diagnosis via MRI images	72
Tensor idempotent representation with auto-weighted exponential tensor nuclear norm minimization for multi-view clustering	71
Spherical fuzzy sets based integrated DEMATEL, ANP, VIKOR approach and its application for renewable energy selection in Turkey	71
RTAD-HIS: Regulated transformer architecture based anomaly detection framework towards security in healthcare IoT systems	71
Time series prediction for cryptocurrency markets with transformer and parallel convolutional neural networks	71
Late acceptance hill climbing based algorithm for Unmanned Aerial Vehicles (UAV) path planning problem	71
End-to-end multi-task learning for simultaneous optic disc and cup segmentation and glaucoma classification in eye fundus images	70
Multi-source heterogeneous information fusion fault diagnosis method based on deep neural networks under limited datasets	70
Bayesian evolutionary optimization for crafting high-quality adversarial examples with limited query budget	70
An integrated probabilistic bipolar fermatean hesitant fuzzy transportation configuration for sustainable management of floral waste with risk assessment	70
Cascaded-ANFIS to simulate nonlinear rainfall–runoff relationship	70
A memetic evolution system with statistical variable classification for large-scale many-objective optimization	69
Mathematical analysis of generative adversarial networks based on complex picture fuzzy soft information	69
Residual LSTM based short-term load forecasting	69
Enhancing vehicle detection in intelligent transportation systems via autonomous UAV platform and YOLOv8 integration	69
The application of gradient evolution algorithm to an intuitionistic fuzzy neural network for forecasting medical cost of acute hepatitis treatment in Taiwan	69
Route selection in multimodal supply chains: A fuzzy risk assessment model-BWM-MARCOS framework	69
A Lyapunov-stability-based context-layered recurrent pi-sigma neural network for the identification of nonlinear systems	68
The choice of scaling technique matters for classification performance	68
Autonomous navigation of UAV in multi-obstacle environments based on a Deep Reinforcement Learning approach	68
Assessing sustainability of supply chains by fuzzy Malmquist network data envelopment analysis: Incorporating double frontier and common set of weights	68
Leaf disease detection using machine learning and deep learning: Review and challenges	67
An optimal control policy in fighting COVID-19 and infectious diseases	67
Niche-based cooperative co-evolutionary ensemble neural network for classification	67
A dynamic dual-population co-evolution multi-objective evolutionary algorithm for constrained multi-objective optimization problems	67
Prediction of blasting induced air-overpressure using a radial basis function network with an additional hidden layer	66
FDN-ADNet: Fuzzy LS-TWSVM based deep learning network for prognosis of the Alzheimer’s disease using the sagittal plane of MRI scans	66
Imbalanced Broad Learning System with label relaxation and sample weight adaptation	65
Object pose tracking using multimodal knowledge from RGB images and quaternion-based rotation contexts	65
Optimizing anomaly detection in 3D MRI scans: The role of ConvLSTM in medical image analysis	65
Editorial Board	65
AttenHideNet: A novel deep learning-based image steganography method using a lightweight U-net with soft attention	64
Mask-based Self-supervised Network Intrusion Detection System	64
Dynamic multi-objective optimization for uncertain order insertion green shop production scheduling	64
Harris Hawk optimization driven adaptive image encryption integrating Hilbert vibrational decomposition and chaos	64
F-TLBO-ID: Fuzzy fed teaching learning based optimisation algorithm to predict the number of	64
Protein-peptide interaction region residues prediction using a generative sampling technique and ensemble deep learning-based models	64
Robust approximation of the conditional mean for applications of Machine Learning	64
Plastic Distillation and Local Class Augment for Federated Class Incremental Learning	63
Neural architecture search via similarity adaptive guidance	63
Multi-modal multi-agent debate-based dialectical knowledge transfer learning	63
Label repopulation through evolutionary computation for addressing challenging multilabel problems	63
Uncertainty estimation by boosting with Gaussian process for expensive optimization problems	62
A fuzzy optimization model based on chaotic quantum AHA for offshore wind farm operation and maintenance scheduling problem	62
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	61
Federated semi-supervised learning with contrastive representations against noisy labels	61
A methodology for using players’ chat content for dynamic difficulty adjustment in metaverse multiplayer games	61
A control-oriented operation mode recognizing method using fuzzy evaluation and attention LSTM networks	61
Deep convolutional generative adversarial network accelerated optimization algorithm for parameter optimization of permanent magnet synchronous generator controllers	61
An evolutionary knowledge transfer framework for solving workgroup reconfiguration problem in aircraft final assembly	60
Neighbor self-embedding graph model for clustering ensemble	60
Path-planning algorithm for small environmental surveillance unmanned surface vehicles	60
Evaluating infant development through a novel hybrid intuitionistic fuzzy classification system	60
Optimal scale selection approach for classification based on generalized multi-scale formal context	60
Discovering ensembles of small language models out of scarcely labelled data for fake news detection	60
Enhancing prediction accuracy for high-dimensional small-sample-size microarray data cancer by combining chebyshev interpolation with new dual-net GAN	60
A soft set theoretic approach to network complexity and a case study for Turkish Twitter users	59
A Fuzzy Minkowski Distance-based fusion of convolutional neural networks for gastrointestinal disease detection	59
Contrastive variational auto-encoder driven convergence guidance in evolutionary multitasking	59
Robust graph contrastive learning with multi-hop views for node classification	59
Dynamic task offloading in edge computing for computer access point selection based on adaptive deep reinforcement learning with meta-heuristic optimization	59
An interpretable evolutionary broad learning system for damage identification in aircraft structures using Lamb waves	59
Broad collaborative filtering with adjusted cosine similarity by fusing matrix completion	59

A dynamic graph structure identification method of spatio-temporal correlation in an aluminum electrolysis cell	58
A light spatial-frequency network for robust iris segmentation and localization	58
Few-shot intent detection with mutual information and contrastive learning	58
Intuitionistic fuzzy twin proximal SVM with fuzzy hyperplane and its application in EEG signal classification	58
A transformer-based deep learning approach for recognition of forgery methods in spoofing speech attribution	57
An efficient and lightweight off-policy actor–critic reinforcement learning framework	57
Data-driven interval type-2 fuzzy learning controller design for tracking complex dynamical trajectories in robotic systems	57
Knowledge-guided global optimization for expensive and black-box constrained multi-objective engineering design problems	56
VTNet: A multi-domain information fusion model for long-term multi-variate time series forecasting with application in irrigation water level	56
Traffic scene perception via multimodal large language model with data augmentation and efficient training strategy	56
A multi-criteria decision support model for new energy vehicle selection considering social media influencer reviews and personalized preferences	56
A wind speed point-interval fuzzy forecasting system based on data decomposition and multiobjective optimizer	55
Spatial–temporal graph transformer network for traffic network flow prediction using parallel training based on cloud computing	55
A compact meta-learned neuro-fuzzy technique for noise-robust nonlinear control	55
Emission reduction investment for green products of a manufacturing system via optimal control theory and artificial hummingbird algorithm	55
A novel network for semantic segmentation of landslide areas in remote sensing images with multi-branch and multi-scale fusion	55
Augmented support vector regression with an autoregressive process via an iterative procedure	55
Explainable deep inherent learning for multi-classes skin lesion classification	54
Credit risk prediction based on an interpretable three-way decision method: Evidence from Chinese SMEs	54
Joint optimization of signal control and speed planning at isolated mixed-traffic signalized intersections	54
Continual compression model for online continual learning	54
Adversarial hard negative samples for continual relation extraction	54
Knowledge-driven ant colony optimization algorithm for vehicle routing problem in instant delivery peak period	54
A long-term multivariate time series forecasting network combining series decomposition and convolutional neural networks	54
Day-ahead wind power prediction using an ensemble model considering multiple indicators combined with error correction	54
Soft cosine and extended cosine adaptation for pre-trained language model semantic vector analysis	54
Smoke detection in video using convolutional neural networks and efficient spatio-temporal features	54
Failure mode and effects analysis method based on Fermatean fuzzy weighted Muirhead mean operator	54
Genetic algorithm based probabilistic model for agile project success in global software development	53
Broad learning extreme learning machine for forecasting and eliminating tremors in teleoperation	53
1D-DGAN-PHM: A 1-D denoising GAN for Prognostics and Health Management with an application to turbofan	53
Explainability analysis: An in-depth comparison between Fuzzy Cognitive Maps and LAMDA	53
TLTD: Transfer Learning for Tabular Data	53
Different transfer learning approaches for insect pest classification in cotton	53
Block-segmentation vectors for arousal prediction using semi-supervised learning	52
Dynamical decomposition and selection based evolutionary algorithm for many-objective optimization	52
Benchmarking surrogate-based optimisation algorithms on expensive black-box functions	52
A chaotic local search-based LSHADE with enhanced memory storage mechanism for wind farm layout optimization	52
Heterogeneous attention based transformer for sign language translation	52
Tools for Landscape Analysis of Optimisation Problems in Procedural Content Generation for Games	52
A differential evolutionary chromosomal gene expression programming technique for electronic nose applications	52
Editorial Board	52
Surrogate-assisted analysis of the parameter configuration landscape for meta-heuristic optimisation	52
Ensemble clustering with low-rank optimal Laplacian matrix learning	52
Safe intuitionistic fuzzy twin support vector machine for semi-supervised learning	51
Architecture reduction of a probabilistic neural network by merging k-means and k-nearest neighbour algorithms	51
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	51
Interval prediction approach to crude oil price based on three-way clustering and decomposition ensemble learning	51
Multi-objective evolutionary optimization of unsupervised latent variables of turning process	51
Intelligent monitoring for infectious diseases with fuzzy systems and edge computing: A survey	51
Mining online reviews for ranking products: A novel method based on multiple classifiers and interval-valued intuitionistic fuzzy TOPSIS	50
Reducing high-risk glucose forecasting errors by evolving interpretable models for Type 1 diabetes	50
Introducing disruption on stagnated Group Decision Making processes using Fuzzy Ontologies	50
An embedded Hamiltonian dynamic evolutionary neural network model for high-dimensional data recognition	50
Combining affinity propagation with differential evolution for three-echelon logistics distribution optimization	50
An adaptive consensus model in large-scale group decision making with noncooperative and compromising behaviors	49
Knowledge transfer for labeling unknown fuzzy sets using Grammar-Guided Genetic Algorithms	49
Matrix representations of the inverse problem in the graph model for conflict resolution with fuzzy preference	49
Multi-objective firefly algorithm with adaptive region division	49
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]	49
Differential evolution method integrated with a fuzzy decision-making mechanism and Virtual Mutant agent: Theory and application	49
Exploiting variability in the design of genetic algorithms to generate telerehabilitation activities	49
A short-term residential load forecasting scheme based on the multiple correlation-temporal graph neural networks	49
NLBBODE optimizer for accurate and fast modeling of photovoltaic module/string generator and its application to solve real-world constrained optimization problems	49
RoBERTa, ResNeXt and BiLSTM with self-attention: The ultimate trio for customer sentiment analysis	49
Edge preserving range image smoothing using hybrid locally kernel-based weighted least square	49
Predicting cell–cell communication by combining heterogeneous ensemble deep learning and weighted geometric mean	49
Sparse and semi-attention guided faults diagnosis approach for distributed online services	49
Kriging-assisted indicator-based evolutionary algorithm for expensive multi-objective optimization	49
A multi-strategy iterated greedy algorithm with three-phase for hybrid flow shop scheduling in distributed factory	48
Harnessing collaborative learning automata to guide multi-objective optimization based inverse analysis for structural damage identification	48
DQN-enabled content caching and quantum ant colony-based computation offloading in MEC	48
An in-depth analysis of ensemble multi-criteria decision making: A comprehensive guide to terminology, design, applications, evaluations, and future prospects	48
Multi-objective brainstorm optimization algorithm based on Bayesian inference learning automaton for solving CVRP with time windows	48
Efficient and privacy-preserving deep inference towards cloud–edge collaborative	48
Directional optimization of elevator scheduling algorithms in complex traffic patterns	48
Design of fractional comprehensive learning PSO strategy for optimal power flow problems	48
Sustainable circular supplier evaluation in project-driven supply chains with a fuzzy stochastic decision model under uncertainty	48
A dissolved oxygen levels prediction method based on single-hidden layer feedforward neural network using neighborhood information metric	48
Evolving kernel-based fuzzy system with nonlinear consequences	48
Trajectory planning of autonomous mobile robots applying a particle swarm optimization algorithm with peaks of diversity	48
A digital-twin-based adaptive multi-objective Harris Hawks Optimizer for dynamic hybrid flow green scheduling problem with dynamic events	48
Shapelet selection for time series classification	47
A bearing prognosis framework based on deep wavelet extreme learning machine and particle filtering	47
Short-term urban rail transit passenger flow forecasting based on fusion model methods using univariate time series	47
Extended rule-based opinion target extraction with a novel text pre-processing method and ensemble learning	47
Deep learning modeling of public’s sentiments towards temporal evolution of COVID-19 transmission	47
A Chinese power text classification algorithm based on deep active learning	47
Improved Harris hawks optimization algorithm based on random unscented sigma point mutation strategy	47
On the behavior of parallel island models	47
Unified whale optimization algorithm based multi-kernel SVR ensemble learning for wind speed forecasting	47
A feature selection method based on multiple feature subsets extraction and result fusion for improving classification performance	47
Learning automata based particle swarm optimization for solving class imbalance problem	47
Optimal gait design for a soft quadruped robot via multi-fidelity Bayesian optimization	47
Multi-granularity relabeled under-sampling algorithm for imbalanced data	46