Applied Soft Computing

Article	Citations
A predictive intelligence approach for low-light enhancement	330
Editorial Board	228
Variable neighborhood search for weighted total domination problem and its application in social network information spreading	195
Image steganography based on style transfer and quaternion exponent moments	179
Error feedback method (EFM) based dimension synthesis optimisation for four-bar linkage mechanism	161
Late acceptance hill climbing based algorithm for Unmanned Aerial Vehicles (UAV) path planning problem	147
Adaptive non-linear soft sensor for quality monitoring in refineries using Just-in-Time Learning—Generalized regression neural network approach	143
Enhancing vehicle detection in intelligent transportation systems via autonomous UAV platform and YOLOv8 integration	142
Integrative prognostic modeling for breast cancer: Unveiling optimal multimodal combinations using graph convolutional networks and calibrated random forest	139
A three-way decision method based on cumulative prospect theory for the hierarchical diagnosis and treatment system of chronic diseases	138
Forecasting crude oil futures prices using BiLSTM-Attention-CNN model with Wavelet transform	137
An interval type-2 fuzzy ORESTE method for waste-to-energy plant site selection: A case study in China	135
An interval neural network-based Caputo fractional-order extreme learning machine applied to classification	132
Fuzzy multi-perspective conformance checking for business processes	131
Optimizing workload distribution in Fog-Cloud ecosystem: A JAYA based meta-heuristic for energy-efficient applications	127
An efficient hyper-parameter optimization method for supervised learning	126
Corrigendum to “Gray Wolf Optimizer for hyperspectral band selection” [Appl. Soft Comput. 40 (2016) 178–186]	125
Siamese learning based on graph differential equation for Next-POI recommendation	125
Edge computing-based person detection system for top view surveillance: Using CenterNet with transfer learning	125
RTAD-HIS: Regulated transformer architecture based anomaly detection framework towards security in healthcare IoT systems	122
A covariance-based Moth–flame optimization algorithm with Cauchy mutation for solving numerical optimization problems	122
Investigations of color image segmentation based on connectivity measure, shape priority and normalized fuzzy graph cut	118
An ensemble deep learning model for human activity analysis using wearable sensory data	116
Address wind farm layout problems by an adaptive Moth-flame Optimization Algorithm	115
A memetic evolution system with statistical variable classification for large-scale many-objective optimization	114

Effects of diagram plane on neural network based modulation recognition	112
Sample-analysis based adversarial attack with saliency map	110
Sampling-based test scenarios searching method for autonomous system robustness evaluation	110
Temporal relation transformer for robust visual tracking with dual-memory learning	107
Robust Chinese Clinical Named Entity Recognition with information bottleneck and adversarial training	106
A new efficient two-stage method for damage localization and quantification in shell structures	106
Single-objective and multi-objective optimization for variance counterbalancing in stochastic learning	105
An entropy-based density peak clustering for numerical gene expression datasets	105
Tumor classification algorithm via parallel collaborative optimization of single- and multi-objective consistency on PET/CT	104
A tabu search based approach for the Heterogeneous Fleet Vehicle Routing Problem with three-dimensional loading constraints	103
Diffusion-based dynamic super-dense candidate boxes with random center points for 3D object detection	103
Multi-task prompt adapter for vision-language model	103
Unsupervised feature selection using chronological fitting with Shapley Additive explanation (SHAP) for industrial time-series anomaly detection	102
Bayesian evolutionary optimization for crafting high-quality adversarial examples with limited query budget	101
Adaptive sliding mode control with hysteresis compensation-based neuroevolution for motion tracking of piezoelectric actuator	100
A dynamic dual-population co-evolution multi-objective evolutionary algorithm for constrained multi-objective optimization problems	99
Dynamic multi-objective evolutionary algorithm with objective space prediction strategy	99
A co-evolutionary genetic algorithm with knowledge transfer for multi-objective capacitated vehicle routing problems	98
FDN-ADNet: Fuzzy LS-TWSVM based deep learning network for prognosis of the Alzheimer’s disease using the sagittal plane of MRI scans	98
A social participatory allocation network method with partial relations of alternatives and its application in sustainable food supply chain selection	97
Multiscale attention feature deep fusion network for iris region localization and segmentation from dual-spectral iris image	97
Collaborative semantic representation network for metaphor detection	95
An optimal control policy in fighting COVID-19 and infectious diseases	95
Quality-aware fuzzy min–max neural networks for dynamic brain network analysis and its application to schizophrenia identification	94
Multi-agent reinforcement learning system framework based on topological networks in Fourier space	94
An approach to investigate fairness using Dominance-based Rough Sets Analysis—How fair were the COVID-19 restriction decisions in the UK?	93
Multilayer time delay reservoir with double feedback loops for time series forecasting task	93
Integrated model and automatically designed solver for power system restoration	93
QDS-COVID: A visual analytics system for interactive exploration of millions of COVID-19 healthcare records in Brazil	90
Quaternary converter based balanced graph contrastive learning for recommendation	90
JaunENet: An effective non-invasive detection of multi-class jaundice deep learning method with limited labeled data	90
Deep neural aggregation for recommending items to group of users	90
Arithmetic optimization algorithm with cosine composite chaotic mapping in polar coordinate system for economic load dispatching problems in power systems	90
A lightweight multi-sensory field-based dual-feature fusion residual network for bird song recognition	89
Tensor idempotent representation with auto-weighted exponential tensor nuclear norm minimization for multi-view clustering	89
A Bayesian graph structure inference neural network based on adaptive connection sampling	89
An efficient manta ray foraging optimization algorithm with individual information interaction and fractional derivative mutation for solving complex function extremum and engineering design problems	88
Learning fuzzy decision trees for predicting outcomes of legal cases relating to intellectual property rights	87
Efficient traffic-based IoT device identification using a feature selection approach with Lévy flight-based sine chaotic sub-swarm binary honey badger algorithm	87
Channel pruning guided by spatial and channel attention for DNNs in intelligent edge computing	87
AWAP: Adaptive weighted attribute propagation enhanced community detection model for bitcoin de-anonymization	87
Chinese calligraphy character generation with component-level style learning and structure-aware guidance	87
Parallel graph neural architecture search optimization with incomplete features	87
A Lyapunov-stability-based context-layered recurrent pi-sigma neural network for the identification of nonlinear systems	86
Fast calculation for approximations in Dominance-based Rough Set Approach using Dual Information Granule	86
Dealing with distribution mismatch in semi-supervised deep learning for COVID-19 detection using chest X-ray images: A novel approach using feature densities	86
Information fusion-based genetic algorithm with long short-term memory for stock price and trend prediction	85
An integrated probabilistic bipolar fermatean hesitant fuzzy transportation configuration for sustainable management of floral waste with risk assessment	85
An ensemble multi-swarm teaching–learning-based optimization algorithm for function optimization and image segmentation	84
Niche-based cooperative co-evolutionary ensemble neural network for classification	83

Cooperative coevolutionary algorithm with resource allocation strategies to minimize unnecessary computations	83
Evolutionary optimization of thermo-physical properties of MWCNT-Fe	83
TSFIS-GWO: Metaheuristic-driven takagi-sugeno fuzzy system for adaptive real-time routing in WBANs	81
An effective method based on simulated annealing for automatic generation control of power systems	80
Evolutionary computation-based reliability quantification and its application in big data analysis on semiconductor manufacturing	80
Feature library-assisted surrogate model for evolutionary wrapper-based feature selection and classification	80
Extended belief rule-based system using bi-level joint optimization for environmental investment forecasting	80
A computationally efficient approximation calculation method in dominance-based rough set approach	79
Prediction of blasting induced air-overpressure using a radial basis function network with an additional hidden layer	79
Evaluating edge artificial intelligence-driven supply chain management platforms using collaborative large-scale fuzzy information fusion	77
Route selection in multimodal supply chains: A fuzzy risk assessment model-BWM-MARCOS framework	77
Exponential loss regularisation for encouraging ordinal constraint to shotgun stocks quality assessment	77
Assessing sustainability of supply chains by fuzzy Malmquist network data envelopment analysis: Incorporating double frontier and common set of weights	77
Mediative fuzzy logic mathematical model: A contradictory management prediction in COVID-19 pandemic	76
Metaverse and microorganism digital twins: A deep transfer learning approach	76
A parallel constrained lower confidence bounding approach for computationally expensive constrained optimization problems	75
Neural collaborative filtering with multicriteria evaluation data	75
Broad fractional-order echo state network with slime mould algorithm for multivariate time series prediction	75
Point cloud registration based on the dark forest algorithm and its application in coal industry	74
Multi-unit stacked architecture: An urban scene segmentation network based on UNet and ShuffleNetv2	74
Automatic frequency-based feature selection using discrete weighted evolution strategy	74
The application of gradient evolution algorithm to an intuitionistic fuzzy neural network for forecasting medical cost of acute hepatitis treatment in Taiwan	74
Comprehensive survey of large models-driving intelligent decision making	73
Mathematical analysis of generative adversarial networks based on complex picture fuzzy soft information	73
Detection of forest fire using deep convolutional neural networks with transfer learning approach	73
Simultaneous feature and instance selection in big noisy data using memetic variable neighborhood search	72
Cascaded panoptic segmentation method for high resolution remote sensing image	72
Recurrent ensemble random vector functional link neural network for financial time series forecasting	72
Granular computing-based time series anomaly pattern detection with semantic interpretation	71
The choice of scaling technique matters for classification performance	71
Autonomous navigation of UAV in multi-obstacle environments based on a Deep Reinforcement Learning approach	71
Cascaded-ANFIS to simulate nonlinear rainfall–runoff relationship	71
Meta-heuristic as manager in federated learning approaches for image processing purposes	71
Prediction of strip section shape for hot-rolled based on mechanism fusion data model	70
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
Solving capacitated vehicle routing problem using cooperative firefly algorithm	70
Graph-driven feature selection via granular-rectangular neighborhood rough sets for interval-valued data sets	70
An integrated design concept evaluation method based on best–worst entropy and generalized TODIM considering multiple factors of uncertainty	70
Sentiment analysis on a low-resource language dataset using multimodal representation learning and cross-lingual transfer learning	70
Residual LSTM based short-term load forecasting	69
Time series prediction for cryptocurrency markets with transformer and parallel convolutional neural networks	69
Spherical fuzzy sets based integrated DEMATEL, ANP, VIKOR approach and its application for renewable energy selection in Turkey	69
A dimensionless model and ant colony optimization fusion temperature prediction in tunnel fires	69
Multi-scale 3D convolution feature-based Broad Learning System for Alzheimer’s Disease diagnosis via MRI images	68
An interpretable convolutional neural network for nuclear power plant abnormal events	68
Editorial Board	67
Object pose tracking using multimodal knowledge from RGB images and quaternion-based rotation contexts	67
An embedded Hamiltonian dynamic evolutionary neural network model for high-dimensional data recognition	67
Editorial Board	67
Leaf disease detection using machine learning and deep learning: Review and challenges	67
Solving the robust influence maximization problem on multi-layer networks via a Memetic algorithm	67
Ensemble clustering with low-rank optimal Laplacian matrix learning	66
An evolutionary knowledge transfer framework for solving workgroup reconfiguration problem in aircraft final assembly	66
Few-shot intent detection with mutual information and contrastive learning	65
Benchmarking surrogate-based optimisation algorithms on expensive black-box functions	65
Augmented support vector regression with an autoregressive process via an iterative procedure	65
An efficient and lightweight off-policy actor–critic reinforcement learning framework	65
Distribution-based imaging for multiple sclerosis lesion segmentation using specialized fuzzy 2-means powered by Nakagami transmutations	65
An artificial bee colony algorithm for scheduling call centres with weekend-off fairness	65
Block-segmentation vectors for arousal prediction using semi-supervised learning	65
Learning automata based particle swarm optimization for solving class imbalance problem	65
Interval prediction approach to crude oil price based on three-way clustering and decomposition ensemble learning	64
Soft cosine and extended cosine adaptation for pre-trained language model semantic vector analysis	64
Tools for Landscape Analysis of Optimisation Problems in Procedural Content Generation for Games	63
Evaluating infant development through a novel hybrid intuitionistic fuzzy classification system	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
Neighbor self-embedding graph model for clustering ensemble	63
Discovering ensembles of small language models out of scarcely labelled data for fake news detection	63
Introducing disruption on stagnated Group Decision Making processes using Fuzzy Ontologies	62
NLBBODE optimizer for accurate and fast modeling of photovoltaic module/string generator and its application to solve real-world constrained optimization problems	62
A soft set theoretic approach to network complexity and a case study for Turkish Twitter users	62
Neural architecture search via similarity adaptive guidance	61
A methodology for using players’ chat content for dynamic difficulty adjustment in metaverse multiplayer games	61
Directional optimization of elevator scheduling algorithms in complex traffic patterns	61
Broad collaborative filtering with adjusted cosine similarity by fusing matrix completion	61
Extended rule-based opinion target extraction with a novel text pre-processing method and ensemble learning	61
Multi-objective evolutionary optimization of unsupervised latent variables of turning process	60

Continual compression model for online continual learning	60
A compact meta-learned neuro-fuzzy technique for noise-robust nonlinear control	60
A binary tree seed algorithm with selection-based local search mechanism for huge-sized optimization problems	60
Shapelet selection for time series classification	60
Fuzzy convolutional deep-learning model to estimate the operational risk capital using multi-source risk events	59
Emission reduction investment for green products of a manufacturing system via optimal control theory and artificial hummingbird algorithm	59
Path-planning algorithm for small environmental surveillance unmanned surface vehicles	59
A digital-twin-based adaptive multi-objective Harris Hawks Optimizer for dynamic hybrid flow green scheduling problem with dynamic events	59
Harris Hawk optimization driven adaptive image encryption integrating Hilbert vibrational decomposition and chaos	59
Deep learning modeling of public’s sentiments towards temporal evolution of COVID-19 transmission	59
Optimal gait design for a soft quadruped robot via multi-fidelity Bayesian optimization	58
Railway network delay evolution: A heterogeneous graph neural network approach	58
Optimal scale selection approach for classification based on generalized multi-scale formal context	58
Smoke detection in video using convolutional neural networks and efficient spatio-temporal features	58
Robust approximation of the conditional mean for applications of Machine Learning	57
Editorial Board	57
A hypervolume distribution entropy guided computation resource allocation mechanism for the multiobjective evolutionary algorithm based on decomposition	57
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]	57
Optimizing anomaly detection in 3D MRI scans: The role of ConvLSTM in medical image analysis	57
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
RoBERTa, ResNeXt and BiLSTM with self-attention: The ultimate trio for customer sentiment analysis	56
Exploiting variability in the design of genetic algorithms to generate telerehabilitation activities	55
Matrix representations of the inverse problem in the graph model for conflict resolution with fuzzy preference	55
Sparse and semi-attention guided faults diagnosis approach for distributed online services	55
Sustainably resilient supply chains evaluation in public transport: A fuzzy chance-constrained two-stage DEA approach	55
Design of fractional comprehensive learning PSO strategy for optimal power flow problems	55
Sustainable circular supplier evaluation in project-driven supply chains with a fuzzy stochastic decision model under uncertainty	55
Dynamical decomposition and selection based evolutionary algorithm for many-objective optimization	55
Multi-objective brainstorm optimization algorithm based on Bayesian inference learning automaton for solving CVRP with time windows	54
Evolving kernel-based fuzzy system with nonlinear consequences	54
Knowledge-guided global optimization for expensive and black-box constrained multi-objective engineering design problems	54
A long-term multivariate time series forecasting network combining series decomposition and convolutional neural networks	54
Combining affinity propagation with differential evolution for three-echelon logistics distribution optimization	54
Day-ahead wind power prediction using an ensemble model considering multiple indicators combined with error correction	54
Multi-objective reinforcement learning framework for dynamic flexible job shop scheduling problem with uncertain events	54
A multi-criteria decision support model for new energy vehicle selection considering social media influencer reviews and personalized preferences	54
A transformer-based deep learning approach for recognition of forgery methods in spoofing speech attribution	54
Traffic scene perception via multimodal large language model with data augmentation and efficient training strategy	54
An efficient nonlinear interval uncertain optimization method using Legendre polynomial chaos expansion	54
A light spatial-frequency network for robust iris segmentation and localization	53
Reducing high-risk glucose forecasting errors by evolving interpretable models for Type 1 diabetes	53
A simple and flexible bootstrap-based framework to quantify epistemic uncertainty of ground motion models by light gradient boosting machine	53
A Chinese power text classification algorithm based on deep active learning	53
Multi-granularity relabeled under-sampling algorithm for imbalanced data	53
On the behavior of parallel island models	52
A dynamic graph structure identification method of spatio-temporal correlation in an aluminum electrolysis cell	52
DQN-enabled content caching and quantum ant colony-based computation offloading in MEC	52
A bearing prognosis framework based on deep wavelet extreme learning machine and particle filtering	52
Architecture reduction of a probabilistic neural network by merging k-means and k-nearest neighbour algorithms	52
1D-DGAN-PHM: A 1-D denoising GAN for Prognostics and Health Management with an application to turbofan	52
Intelligent monitoring for infectious diseases with fuzzy systems and edge computing: A survey	52
An in-depth analysis of ensemble multi-criteria decision making: A comprehensive guide to terminology, design, applications, evaluations, and future prospects	51
Differential evolution method integrated with a fuzzy decision-making mechanism and Virtual Mutant agent: Theory and application	51
A Fuzzy Minkowski Distance-based fusion of convolutional neural networks for gastrointestinal disease detection	51
Knowledge-driven ant colony optimization algorithm for vehicle routing problem in instant delivery peak period	51
Safety assessment of excavation system via TOPSIS-based MCDM modelling in fuzzy environment	51
Broad learning extreme learning machine for forecasting and eliminating tremors in teleoperation	51
Interval type-2 hesitant fuzzy Entropy-based WASPAS approach for aircraft type selection	51
Explainability analysis: An in-depth comparison between Fuzzy Cognitive Maps and LAMDA	51
A hybrid teaching and learning-based optimization algorithm for distributed sand casting job-shop scheduling problem	51
Predicting cell–cell communication by combining heterogeneous ensemble deep learning and weighted geometric mean	50
Short-term urban rail transit passenger flow forecasting based on fusion model methods using univariate time series	50
F-TLBO-ID: Fuzzy fed teaching learning based optimisation algorithm to predict the number of	50
Improved Harris hawks optimization algorithm based on random unscented sigma point mutation strategy	50
Different transfer learning approaches for insect pest classification in cotton	50
A novel network for semantic segmentation of landslide areas in remote sensing images with multi-branch and multi-scale fusion	50
A radial basis function surrogate model assisted evolutionary algorithm for high-dimensional expensive optimization problems	50
EEG emotion recognition based on Ordinary Differential Equation Graph Convolutional Networks and Dynamic Time Wrapping	50
Heterogeneous attention based transformer for sign language translation	50
Trajectory planning of autonomous mobile robots applying a particle swarm optimization algorithm with peaks of diversity	50
A chaotic local search-based LSHADE with enhanced memory storage mechanism for wind farm layout optimization	50
Multi-objective firefly algorithm with adaptive region division	49
Mining online reviews for ranking products: A novel method based on multiple classifiers and interval-valued intuitionistic fuzzy TOPSIS	49
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	49
Genetic algorithm based probabilistic model for agile project success in global software development	49
A dissolved oxygen levels prediction method based on single-hidden layer feedforward neural network using neighborhood information metric	49
VTNet: A multi-domain information fusion model for long-term multi-variate time series forecasting with application in irrigation water level	49
Failure mode and effects analysis method based on Fermatean fuzzy weighted Muirhead mean operator	48
A deep residual neural network model for synchronous motor fault diagnostics	48
Carbon price forecasting system based on error correction and divide-conquer strategies	48
Contrastive variational auto-encoder driven convergence guidance in evolutionary multitasking	48
An adaptive consensus model in large-scale group decision making with noncooperative and compromising behaviors	48
Safe intuitionistic fuzzy twin support vector machine for semi-supervised learning	48
Knowledge transfer for labeling unknown fuzzy sets using Grammar-Guided Genetic Algorithms	48
Harnessing the power of transformers and data fusion in smart irrigation	48
Surrogate-assisted analysis of the parameter configuration landscape for meta-heuristic optimisation	48
A short-term residential load forecasting scheme based on the multiple correlation-temporal graph neural networks	48
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	48
k-means clustering and kNN classification based on negative databases	48
Credit risk prediction based on an interpretable three-way decision method: Evidence from Chinese SMEs	48
Intuitionistic fuzzy twin proximal SVM with fuzzy hyperplane and its application in EEG signal classification	48
A wind speed point-interval fuzzy forecasting system based on data decomposition and multiobjective optimizer	47
Multi-objective binary grey wolf optimization for feature selection based on guided mutation strategy	47
Kriging-assisted indicator-based evolutionary algorithm for expensive multi-objective optimization	47