Applied Soft Computing

Article	Citations
A predictive intelligence approach for low-light enhancement	345
Editorial Board	251
Image steganography based on style transfer and quaternion exponent moments	188
Late acceptance hill climbing based algorithm for Unmanned Aerial Vehicles (UAV) path planning problem	161
Adaptive non-linear soft sensor for quality monitoring in refineries using Just-in-Time Learning—Generalized regression neural network approach	160
An efficient hyper-parameter optimization method for supervised learning	150
Corrigendum to “Gray Wolf Optimizer for hyperspectral band selection” [Appl. Soft Comput. 40 (2016) 178–186]	144
Edge computing-based person detection system for top view surveillance: Using CenterNet with transfer learning	143
RTAD-HIS: Regulated transformer architecture based anomaly detection framework towards security in healthcare IoT systems	142
Hyperspectral image classification using Uniform Manifold Approximation and Projection with fusion deep learning network	140
Address wind farm layout problems by an adaptive Moth-flame Optimization Algorithm	139
A memetic evolution system with statistical variable classification for large-scale many-objective optimization	135
Sampling-based test scenarios searching method for autonomous system robustness evaluation	133
Sample-analysis based adversarial attack with saliency map	132
Temporal relation transformer for robust visual tracking with dual-memory learning	130
A new efficient two-stage method for damage localization and quantification in shell structures	127
Single-objective and multi-objective optimization for variance counterbalancing in stochastic learning	126
Robust Chinese Clinical Named Entity Recognition with information bottleneck and adversarial training	126
An entropy-based density peak clustering for numerical gene expression datasets	120
Tumor classification algorithm via parallel collaborative optimization of single- and multi-objective consistency on PET/CT	119
A tabu search based approach for the Heterogeneous Fleet Vehicle Routing Problem with three-dimensional loading constraints	117
Multi-task prompt adapter for vision-language model	115
Bayesian evolutionary optimization for crafting high-quality adversarial examples with limited query budget	113
Diffusion-based dynamic super-dense candidate boxes with random center points for 3D object detection	113
A co-evolutionary genetic algorithm with knowledge transfer for multi-objective capacitated vehicle routing problems	112

Dynamic multi-objective evolutionary algorithm with objective space prediction strategy	112
Multiscale attention feature deep fusion network for iris region localization and segmentation from dual-spectral iris image	111
An optimal control policy in fighting COVID-19 and infectious diseases	109
A social participatory allocation network method with partial relations of alternatives and its application in sustainable food supply chain selection	109
Multi-agent reinforcement learning system framework based on topological networks in Fourier space	107
Quality-aware fuzzy min–max neural networks for dynamic brain network analysis and its application to schizophrenia identification	107
Multilayer time delay reservoir with double feedback loops for time series forecasting task	106
Integrated model and automatically designed solver for power system restoration	106
Arithmetic optimization algorithm with cosine composite chaotic mapping in polar coordinate system for economic load dispatching problems in power systems	105
QDS-COVID: A visual analytics system for interactive exploration of millions of COVID-19 healthcare records in Brazil	105
An approach to investigate fairness using Dominance-based Rough Sets Analysis—How fair were the COVID-19 restriction decisions in the UK?	105
Quaternary converter based balanced graph contrastive learning for recommendation	103
Deep neural aggregation for recommending items to group of users	102
A Bayesian graph structure inference neural network based on adaptive connection sampling	100
Tensor idempotent representation with auto-weighted exponential tensor nuclear norm minimization for multi-view clustering	100
An efficient manta ray foraging optimization algorithm with individual information interaction and fractional derivative mutation for solving complex function extremum and engineering design problems	99
Chinese calligraphy character generation with component-level style learning and structure-aware guidance	99
Learning fuzzy decision trees for predicting outcomes of legal cases relating to intellectual property rights	98
Parallel graph neural architecture search optimization with incomplete features	97
Automatic frequency-based feature selection using discrete weighted evolution strategy	97
Adaptive sliding mode control with hysteresis compensation-based neuroevolution for motion tracking of piezoelectric actuator	97
JaunENet: An effective non-invasive detection of multi-class jaundice deep learning method with limited labeled data	96
Autonomous navigation of UAV in multi-obstacle environments based on a Deep Reinforcement Learning approach	96
Feature library-assisted surrogate model for evolutionary wrapper-based feature selection and classification	94
Metaverse and microorganism digital twins: A deep transfer learning approach	93
Error feedback method (EFM) based dimension synthesis optimisation for four-bar linkage mechanism	92
Prediction of blasting induced air-overpressure using a radial basis function network with an additional hidden layer	91
Variable neighborhood search for weighted total domination problem and its application in social network information spreading	91
Multi-scale 3D convolution feature-based Broad Learning System for Alzheimer’s Disease diagnosis via MRI images	91
Mathematical analysis of generative adversarial networks based on complex picture fuzzy soft information	90
An integrated probabilistic bipolar fermatean hesitant fuzzy transportation configuration for sustainable management of floral waste with risk assessment	90
Evaluating edge artificial intelligence-driven supply chain management platforms using collaborative large-scale fuzzy information fusion	90
Extended belief rule-based system using bi-level joint optimization for environmental investment forecasting	89
An ensemble multi-swarm teaching–learning-based optimization algorithm for function optimization and image segmentation	89
Optimizing workload distribution in Fog-Cloud ecosystem: A JAYA based meta-heuristic for energy-efficient applications	89
Recurrent ensemble random vector functional link neural network for financial time series forecasting	89
Channel pruning guided by spatial and channel attention for DNNs in intelligent edge computing	88
AWAP: Adaptive weighted attribute propagation enhanced community detection model for bitcoin de-anonymization	88
A Lyapunov-stability-based context-layered recurrent pi-sigma neural network for the identification of nonlinear systems	87
Fast calculation for approximations in Dominance-based Rough Set Approach using Dual Information Granule	87
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
Niche-based cooperative co-evolutionary ensemble neural network for classification	86
Evolutionary optimization of thermo-physical properties of MWCNT-Fe	86
Cooperative coevolutionary algorithm with resource allocation strategies to minimize unnecessary computations	86
An effective method based on simulated annealing for automatic generation control of power systems	81
Evolutionary computation-based reliability quantification and its application in big data analysis on semiconductor manufacturing	81
Multi-unit stacked architecture: An urban scene segmentation network based on UNet and ShuffleNetv2	80
Meta-heuristic as manager in federated learning approaches for image processing purposes	80
Exponential loss regularisation for encouraging ordinal constraint to shotgun stocks quality assessment	80
Granular computing-based time series anomaly pattern detection with semantic interpretation	80

Cascaded panoptic segmentation method for high resolution remote sensing image	80
Time series prediction for cryptocurrency markets with transformer and parallel convolutional neural networks	79
An integrated design concept evaluation method based on best–worst entropy and generalized TODIM considering multiple factors of uncertainty	79
Point cloud registration based on the dark forest algorithm and its application in coal industry	78
Graph-driven feature selection via granular-rectangular neighborhood rough sets for interval-valued data sets	78
Broad fractional-order echo state network with slime mould algorithm for multivariate time series prediction	77
Neural collaborative filtering with multicriteria evaluation data	77
Investigations of color image segmentation based on connectivity measure, shape priority and normalized fuzzy graph cut	76
A computationally efficient approximation calculation method in dominance-based rough set approach	76
TSFIS-GWO: Metaheuristic-driven takagi-sugeno fuzzy system for adaptive real-time routing in WBANs	76
A dimensionless model and ant colony optimization fusion temperature prediction in tunnel fires	75
Assessing sustainability of supply chains by fuzzy Malmquist network data envelopment analysis: Incorporating double frontier and common set of weights	75
A three-way decision method based on cumulative prospect theory for the hierarchical diagnosis and treatment system of chronic diseases	75
A lightweight multi-sensory field-based dual-feature fusion residual network for bird song recognition	75
Leaf disease detection using machine learning and deep learning: Review and challenges	74
Residual LSTM based short-term load forecasting	74
Simultaneous feature and instance selection in big noisy data using memetic variable neighborhood search	74
Sentiment analysis on a low-resource language dataset using multimodal representation learning and cross-lingual transfer learning	74
The application of gradient evolution algorithm to an intuitionistic fuzzy neural network for forecasting medical cost of acute hepatitis treatment in Taiwan	74
Enhancing vehicle detection in intelligent transportation systems via autonomous UAV platform and YOLOv8 integration	73
Collaborative semantic representation network for metaphor detection	73
Fuzzy multi-perspective conformance checking for business processes	73
An interval neural network-based Caputo fractional-order extreme learning machine applied to classification	73
Effects of diagram plane on neural network based modulation recognition	72
A dynamic dual-population co-evolution multi-objective evolutionary algorithm for constrained multi-objective optimization problems	71
FDN-ADNet: Fuzzy LS-TWSVM based deep learning network for prognosis of the Alzheimer’s disease using the sagittal plane of MRI scans	71
Solving the robust influence maximization problem on multi-layer networks via a Memetic algorithm	71
Forecasting crude oil futures prices using BiLSTM-Attention-CNN model with Wavelet transform	71
Route selection in multimodal supply chains: A fuzzy risk assessment model-BWM-MARCOS framework	71
Efficient traffic-based IoT device identification using a feature selection approach with Lévy flight-based sine chaotic sub-swarm binary honey badger algorithm	70
Multi-scale niching based differential evolution for feature selection on high-dimensional data	70
Information fusion-based genetic algorithm with long short-term memory for stock price and trend prediction	70
Integrative prognostic modeling for breast cancer: Unveiling optimal multimodal combinations using graph convolutional networks and calibrated random forest	70
Cascaded-ANFIS to simulate nonlinear rainfall–runoff relationship	70
A covariance-based Moth–flame optimization algorithm with Cauchy mutation for solving numerical optimization problems	69
Solving capacitated vehicle routing problem using cooperative firefly algorithm	69
Unsupervised feature selection using chronological fitting with Shapley Additive explanation (SHAP) for industrial time-series anomaly detection	69
Detection of forest fire using deep convolutional neural networks with transfer learning approach	69
An ensemble deep learning model for human activity analysis using wearable sensory data	69
Prediction of strip section shape for hot-rolled based on mechanism fusion data model	68
Siamese learning based on graph differential equation for Next-POI recommendation	68
Multi-source heterogeneous information fusion fault diagnosis method based on deep neural networks under limited datasets	68
Spherical fuzzy sets based integrated DEMATEL, ANP, VIKOR approach and its application for renewable energy selection in Turkey	68
An interval type-2 fuzzy ORESTE method for waste-to-energy plant site selection: A case study in China	68
End-to-end multi-task learning for simultaneous optic disc and cup segmentation and glaucoma classification in eye fundus images	68
An interpretable convolutional neural network for nuclear power plant abnormal events	67
The choice of scaling technique matters for classification performance	67
An evolutionary knowledge transfer framework for solving workgroup reconfiguration problem in aircraft final assembly	66
Editorial Board	66
Object pose tracking using multimodal knowledge from RGB images and quaternion-based rotation contexts	66
An artificial bee colony algorithm for scheduling call centres with weekend-off fairness	66
An embedded Hamiltonian dynamic evolutionary neural network model for high-dimensional data recognition	66
Learning automata based particle swarm optimization for solving class imbalance problem	65
Block-segmentation vectors for arousal prediction using semi-supervised learning	65
Soft cosine and extended cosine adaptation for pre-trained language model semantic vector analysis	65
Distribution-based imaging for multiple sclerosis lesion segmentation using specialized fuzzy 2-means powered by Nakagami transmutations	65
Evaluating infant development through a novel hybrid intuitionistic fuzzy classification system	64
Discovering ensembles of small language models out of scarcely labelled data for fake news detection	63
Neighbor self-embedding graph model for clustering ensemble	63
Robust graph contrastive learning with multi-hop views for node classification	63
Enhancing prediction accuracy for high-dimensional small-sample-size microarray data cancer by combining chebyshev interpolation with new dual-net GAN	63
Dynamic task offloading in edge computing for computer access point selection based on adaptive deep reinforcement learning with meta-heuristic optimization	63
Introducing disruption on stagnated Group Decision Making processes using Fuzzy Ontologies	62
A methodology for using players’ chat content for dynamic difficulty adjustment in metaverse multiplayer games	62
NLBBODE optimizer for accurate and fast modeling of photovoltaic module/string generator and its application to solve real-world constrained optimization problems	62
Tools for Landscape Analysis of Optimisation Problems in Procedural Content Generation for Games	62
Neural architecture search via similarity adaptive guidance	62
Multi-objective evolutionary optimization of unsupervised latent variables of turning process	61
Directional optimization of elevator scheduling algorithms in complex traffic patterns	61
Continual compression model for online continual learning	61
A binary tree seed algorithm with selection-based local search mechanism for huge-sized optimization problems	61
Extended rule-based opinion target extraction with a novel text pre-processing method and ensemble learning	61
Path-planning algorithm for small environmental surveillance unmanned surface vehicles	60
Optimal scale selection approach for classification based on generalized multi-scale formal context	60
Railway network delay evolution: A heterogeneous graph neural network approach	60
Deep learning modeling of public’s sentiments towards temporal evolution of COVID-19 transmission	60
Fuzzy convolutional deep-learning model to estimate the operational risk capital using multi-source risk events	60
Reducing high-risk glucose forecasting errors by evolving interpretable models for Type 1 diabetes	59
Uncertainty estimation by boosting with Gaussian process for expensive optimization problems	59
A control-oriented operation mode recognizing method using fuzzy evaluation and attention LSTM networks	59

Harnessing collaborative learning automata to guide multi-objective optimization based inverse analysis for structural damage identification	58
Different transfer learning approaches for insect pest classification in cotton	58
Broad collaborative filtering with adjusted cosine similarity by fusing matrix completion	58
Edge preserving range image smoothing using hybrid locally kernel-based weighted least square	58
Contrastive variational auto-encoder driven convergence guidance in evolutionary multitasking	58
A hypervolume distribution entropy guided computation resource allocation mechanism for the multiobjective evolutionary algorithm based on decomposition	57
F-TLBO-ID: Fuzzy fed teaching learning based optimisation algorithm to predict the number of	57
Intelligent monitoring for infectious diseases with fuzzy systems and edge computing: A survey	57
A dissolved oxygen levels prediction method based on single-hidden layer feedforward neural network using neighborhood information metric	57
Editorial Board	56
Using GAN-generated market simulations to guide genetic algorithms in index tracking optimization	56
Data-driven interval type-2 fuzzy learning controller design for tracking complex dynamical trajectories in robotic systems	56
TLTD: Transfer Learning for Tabular Data	56
Efficient and privacy-preserving deep inference towards cloud–edge collaborative	56
A transformer-based deep learning approach for recognition of forgery methods in spoofing speech attribution	56
Multi-objective brainstorm optimization algorithm based on Bayesian inference learning automaton for solving CVRP with time windows	56
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]	56
Combining affinity propagation with differential evolution for three-echelon logistics distribution optimization	56
Sustainable circular supplier evaluation in project-driven supply chains with a fuzzy stochastic decision model under uncertainty	56
Spatial–temporal graph transformer network for traffic network flow prediction using parallel training based on cloud computing	56
Optimizing anomaly detection in 3D MRI scans: The role of ConvLSTM in medical image analysis	56
A multi-criteria decision support model for new energy vehicle selection considering social media influencer reviews and personalized preferences	55
Exploiting variability in the design of genetic algorithms to generate telerehabilitation activities	55
Traffic scene perception via multimodal large language model with data augmentation and efficient training strategy	55
Design of fractional comprehensive learning PSO strategy for optimal power flow problems	55
A fuzzy optimization model based on chaotic quantum AHA for offshore wind farm operation and maintenance scheduling problem	55
Knowledge-guided global optimization for expensive and black-box constrained multi-objective engineering design problems	55
Sparse and semi-attention guided faults diagnosis approach for distributed online services	55
A light spatial-frequency network for robust iris segmentation and localization	54
A Fuzzy Minkowski Distance-based fusion of convolutional neural networks for gastrointestinal disease detection	54
DQN-enabled content caching and quantum ant colony-based computation offloading in MEC	54
On the behavior of parallel island models	54
Explainability analysis: An in-depth comparison between Fuzzy Cognitive Maps and LAMDA	54
Genetic algorithm based probabilistic model for agile project success in global software development	53
A deep residual neural network model for synchronous motor fault diagnostics	53
Deep convolutional generative adversarial network accelerated optimization algorithm for parameter optimization of permanent magnet synchronous generator controllers	53
Federated semi-supervised learning with contrastive representations against noisy labels	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
A chaotic local search-based LSHADE with enhanced memory storage mechanism for wind farm layout optimization	53
Failure mode and effects analysis method based on Fermatean fuzzy weighted Muirhead mean operator	53
VTNet: A multi-domain information fusion model for long-term multi-variate time series forecasting with application in irrigation water level	53
Credit risk prediction based on an interpretable three-way decision method: Evidence from Chinese SMEs	52
A Chinese power text classification algorithm based on deep active learning	52
A soft set theoretic approach to network complexity and a case study for Turkish Twitter users	52
Harris Hawk optimization driven adaptive image encryption integrating Hilbert vibrational decomposition and chaos	52
Safe intuitionistic fuzzy twin support vector machine for semi-supervised learning	52
Augmented support vector regression with an autoregressive process via an iterative procedure	52
Robust approximation of the conditional mean for applications of Machine Learning	52
Evolving kernel-based fuzzy system with nonlinear consequences	52
An adaptive consensus model in large-scale group decision making with noncooperative and compromising behaviors	52
Intuitionistic fuzzy twin proximal SVM with fuzzy hyperplane and its application in EEG signal classification	52
Benchmarking surrogate-based optimisation algorithms on expensive black-box functions	52
Short-term urban rail transit passenger flow forecasting based on fusion model methods using univariate time series	52
Architecture reduction of a probabilistic neural network by merging k-means and k-nearest neighbour algorithms	52
Heterogeneous attention based transformer for sign language translation	52
Kriging-assisted indicator-based evolutionary algorithm for expensive multi-objective optimization	51
Mining online reviews for ranking products: A novel method based on multiple classifiers and interval-valued intuitionistic fuzzy TOPSIS	51
Predicting cell–cell communication by combining heterogeneous ensemble deep learning and weighted geometric mean	51
Carbon price forecasting system based on error correction and divide-conquer strategies	51
A digital-twin-based adaptive multi-objective Harris Hawks Optimizer for dynamic hybrid flow green scheduling problem with dynamic events	51
Broad learning extreme learning machine for forecasting and eliminating tremors in teleoperation	51
A differential evolutionary chromosomal gene expression programming technique for electronic nose applications	50
Improved Harris hawks optimization algorithm based on random unscented sigma point mutation strategy	50
An in-depth analysis of ensemble multi-criteria decision making: A comprehensive guide to terminology, design, applications, evaluations, and future prospects	50
Evaluation of government strategies against COVID-19 pandemic using q-rung orthopair fuzzy TOPSIS method	50
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	50
An efficient nonlinear interval uncertain optimization method using Legendre polynomial chaos expansion	50
Knowledge transfer for labeling unknown fuzzy sets using Grammar-Guided Genetic Algorithms	50
A wind speed point-interval fuzzy forecasting system based on data decomposition and multiobjective optimizer	49
Fitness–Distance Balance based adaptive guided differential evolution algorithm for security-constrained optimal power flow problem incorporating renewable energy sources	49
An efficient and lightweight off-policy actor–critic reinforcement learning framework	49
RoBERTa, ResNeXt and BiLSTM with self-attention: The ultimate trio for customer sentiment analysis	49
Differential evolution method integrated with a fuzzy decision-making mechanism and Virtual Mutant agent: Theory and application	49
Ensemble clustering with low-rank optimal Laplacian matrix learning	48
A bearing prognosis framework based on deep wavelet extreme learning machine and particle filtering	48
A long-term multivariate time series forecasting network combining series decomposition and convolutional neural networks	48
A short-term residential load forecasting scheme based on the multiple correlation-temporal graph neural networks	48
Dynamical decomposition and selection based evolutionary algorithm for many-objective optimization	48
Sustainably resilient supply chains evaluation in public transport: A fuzzy chance-constrained two-stage DEA approach	48
A novel network for semantic segmentation of landslide areas in remote sensing images with multi-branch and multi-scale fusion	48
Optimal gait design for a soft quadruped robot via multi-fidelity Bayesian optimization	48
1D-DGAN-PHM: A 1-D denoising GAN for Prognostics and Health Management with an application to turbofan	48
A dynamic graph structure identification method of spatio-temporal correlation in an aluminum electrolysis cell	47
Safety assessment of excavation system via TOPSIS-based MCDM modelling in fuzzy environment	47
Label repopulation through evolutionary computation for addressing challenging multilabel problems	47
Smoke detection in video using convolutional neural networks and efficient spatio-temporal features	47
Emission reduction investment for green products of a manufacturing system via optimal control theory and artificial hummingbird algorithm	47
k-means clustering and kNN classification based on negative databases	47
A radial basis function surrogate model assisted evolutionary algorithm for high-dimensional expensive optimization problems	47
Multi-objective reinforcement learning framework for dynamic flexible job shop scheduling problem with uncertain events	47
Interval type-2 hesitant fuzzy Entropy-based WASPAS approach for aircraft type selection	47
Unified whale optimization algorithm based multi-kernel SVR ensemble learning for wind speed forecasting	47
Surrogate-assisted analysis of the parameter configuration landscape for meta-heuristic optimisation	46
Trajectory planning of autonomous mobile robots applying a particle swarm optimization algorithm with peaks of diversity	46
Multi-granularity relabeled under-sampling algorithm for imbalanced data	46