Applied Soft Computing

Article	Citations
Adaptive non-linear soft sensor for quality monitoring in refineries using Just-in-Time Learning—Generalized regression neural network approach	308
Dealing with distribution mismatch in semi-supervised deep learning for COVID-19 detection using chest X-ray images: A novel approach using feature densities	185
Automatic frequency-based feature selection using discrete weighted evolution strategy	181
A predictive intelligence approach for low-light enhancement	176
A computationally efficient approximation calculation method in dominance-based rough set approach	164
Fast calculation for approximations in Dominance-based Rough Set Approach using Dual Information Granule	156
Editorial Board	155
Niche-based cooperative co-evolutionary ensemble neural network for classification	144
Cooperative coevolutionary algorithm with resource allocation strategies to minimize unnecessary computations	139
Variable neighborhood search for weighted total domination problem and its application in social network information spreading	138
Prediction of strip section shape for hot-rolled based on mechanism fusion data model	133
Fuzzy multi-perspective conformance checking for business processes	131
An integrated probabilistic bipolar fermatean hesitant fuzzy transportation configuration for sustainable management of floral waste with risk assessment	130
Corrigendum to “Gray Wolf Optimizer for hyperspectral band selection” [Appl. Soft Comput. 40 (2016) 178–186]	125
Image steganography based on style transfer and quaternion exponent moments	125
Late acceptance hill climbing based algorithm for Unmanned Aerial Vehicles (UAV) path planning problem	124
Error feedback method (EFM) based dimension synthesis optimisation for four-bar linkage mechanism	124
Graph-driven feature selection via granular-rectangular neighborhood rough sets for interval-valued data sets	123
Prediction of blasting induced air-overpressure using a radial basis function network with an additional hidden layer	119
Evolutionary optimization of thermo-physical properties of MWCNT-Fe	118
Address wind farm layout problems by an adaptive Moth-flame Optimization Algorithm	116
A memetic evolution system with statistical variable classification for large-scale many-objective optimization	115
Cascaded panoptic segmentation method for high resolution remote sensing image	115
A tabu search based approach for the Heterogeneous Fleet Vehicle Routing Problem with three-dimensional loading constraints	113
Effects of diagram plane on neural network based modulation recognition	113

Integrative prognostic modeling for breast cancer: Unveiling optimal multimodal combinations using graph convolutional networks and calibrated random forest	113
Sampling-based test scenarios searching method for autonomous system robustness evaluation	111
Evaluating edge artificial intelligence-driven supply chain management platforms using collaborative large-scale fuzzy information fusion	110
Point cloud registration based on the dark forest algorithm and its application in coal industry	108
An efficient hyper-parameter optimization method for supervised learning	104
Neural collaborative filtering with multicriteria evaluation data	103
Sample-analysis based adversarial attack with saliency map	103
Temporal relation transformer for robust visual tracking with dual-memory learning	102
Granular computing-based time series anomaly pattern detection with semantic interpretation	101
A new efficient two-stage method for damage localization and quantification in shell structures	100
Robust Chinese Clinical Named Entity Recognition with information bottleneck and adversarial training	99
Evolutionary computation-based reliability quantification and its application in big data analysis on semiconductor manufacturing	98
Single-objective and multi-objective optimization for variance counterbalancing in stochastic learning	97
Feature library-assisted surrogate model for evolutionary wrapper-based feature selection and classification	97
Dynamic multi-objective evolutionary algorithm with objective space prediction strategy	96
Tumor classification algorithm via parallel collaborative optimization of single- and multi-objective consistency on PET/CT	95
An entropy-based density peak clustering for numerical gene expression datasets	95
A parallel constrained lower confidence bounding approach for computationally expensive constrained optimization problems	95
Assessing sustainability of supply chains by fuzzy Malmquist network data envelopment analysis: Incorporating double frontier and common set of weights	94
Optimizing workload distribution in Fog-Cloud ecosystem: A JAYA based meta-heuristic for energy-efficient applications	92
Multi-scale 3D convolution feature-based Broad Learning System for Alzheimer’s Disease diagnosis via MRI images	92
Collaborative semantic representation network for metaphor detection	92
An optimal control policy in fighting COVID-19 and infectious diseases	91
A social participatory allocation network method with partial relations of alternatives and its application in sustainable food supply chain selection	91
A solution-driven multilevel approach for graph coloring	91
Exponential loss regularisation for encouraging ordinal constraint to shotgun stocks quality assessment	90
Extended belief rule-based system using bi-level joint optimization for environmental investment forecasting	89
Mediative fuzzy logic mathematical model: A contradictory management prediction in COVID-19 pandemic	88
Simultaneous feature and instance selection in big noisy data using memetic variable neighborhood search	88
An efficient manta ray foraging optimization algorithm with individual information interaction and fractional derivative mutation for solving complex function extremum and engineering design problems	87
An interpretable convolutional neural network for nuclear power plant abnormal events	87
Multilayer time delay reservoir with double feedback loops for time series forecasting task	86
Utilizing IoT to design a relief supply chain network for the SARS-COV-2 pandemic	86
Parallel graph neural architecture search optimization with incomplete features	85
An effective method based on simulated annealing for automatic generation control of power systems	85
Adaptive sliding mode control with hysteresis compensation-based neuroevolution for motion tracking of piezoelectric actuator	85
Unsupervised feature selection using chronological fitting with Shapley Additive explanation (SHAP) for industrial time-series anomaly detection	85
Residual LSTM based short-term load forecasting	85
TSFIS-GWO: Metaheuristic-driven takagi-sugeno fuzzy system for adaptive real-time routing in WBANs	85
Investigations of color image segmentation based on connectivity measure, shape priority and normalized fuzzy graph cut	84
JaunENet: An effective non-invasive detection of multi-class jaundice deep learning method with limited labeled data	84
Multi-agent reinforcement learning system framework based on topological networks in Fourier space	84
Bayesian evolutionary optimization for crafting high-quality adversarial examples with limited query budget	84
An approach to investigate fairness using Dominance-based Rough Sets Analysis—How fair were the COVID-19 restriction decisions in the UK?	83
Cascaded-ANFIS to simulate nonlinear rainfall–runoff relationship	83
An integrated design concept evaluation method based on best–worst entropy and generalized TODIM considering multiple factors of uncertainty	82
Multi-source heterogeneous information fusion fault diagnosis method based on deep neural networks under limited datasets	82
Solving capacitated vehicle routing problem using cooperative firefly algorithm	82
FDN-ADNet: Fuzzy LS-TWSVM based deep learning network for prognosis of the Alzheimer’s disease using the sagittal plane of MRI scans	82
Detection of forest fire using deep convolutional neural networks with transfer learning approach	81

Quality-aware fuzzy min–max neural networks for dynamic brain network analysis and its application to schizophrenia identification	80
AWAP: Adaptive weighted attribute propagation enhanced community detection model for bitcoin de-anonymization	80
A co-evolutionary genetic algorithm with knowledge transfer for multi-objective capacitated vehicle routing problems	80
Chinese calligraphy character generation with component-level style learning and structure-aware guidance	79
Metaverse and microorganism digital twins: A deep transfer learning approach	79
Meta-heuristic as manager in federated learning approaches for image processing purposes	79
Multi-unit stacked architecture: An urban scene segmentation network based on UNet and ShuffleNetv2	79
Integrated model and automatically designed solver for power system restoration	79
A dynamic dual-population co-evolution multi-objective evolutionary algorithm for constrained multi-objective optimization problems	77
Sentiment analysis on a low-resource language dataset using multimodal representation learning and cross-lingual transfer learning	77
QDS-COVID: A visual analytics system for interactive exploration of millions of COVID-19 healthcare records in Brazil	77
Siamese learning based on graph differential equation for Next-POI recommendation	77
Deep neural aggregation for recommending items to group of users	76
A Bayesian graph structure inference neural network based on adaptive connection sampling	76
Arithmetic optimization algorithm with cosine composite chaotic mapping in polar coordinate system for economic load dispatching problems in power systems	76
A covariance-based Moth–flame optimization algorithm with Cauchy mutation for solving numerical optimization problems	76
Tensor idempotent representation with auto-weighted exponential tensor nuclear norm minimization for multi-view clustering	75
Quaternary converter based balanced graph contrastive learning for recommendation	75
A lightweight multi-sensory field-based dual-feature fusion residual network for bird song recognition	74
Forecasting crude oil futures prices using BiLSTM-Attention-CNN model with Wavelet transform	74
Parallel stochastic configuration networks for large-scale data regression	74
A dimensionless model and ant colony optimization fusion temperature prediction in tunnel fires	73
Autonomous navigation of UAV in multi-obstacle environments based on a Deep Reinforcement Learning approach	73
Solving the robust influence maximization problem on multi-layer networks via a Memetic algorithm	72
Information fusion-based genetic algorithm with long short-term memory for stock price and trend prediction	72
Recurrent ensemble random vector functional link neural network for financial time series forecasting	72
Route selection in multimodal supply chains: A fuzzy risk assessment model-BWM-MARCOS framework	72
Broad fractional-order echo state network with slime mould algorithm for multivariate time series prediction	71
Learning fuzzy decision trees for predicting outcomes of legal cases relating to intellectual property rights	71
An ensemble deep learning model for human activity analysis using wearable sensory data	71
Channel pruning guided by spatial and channel attention for DNNs in intelligent edge computing	70
An interval type-2 fuzzy ORESTE method for waste-to-energy plant site selection: A case study in China	70
Spherical fuzzy sets based integrated DEMATEL, ANP, VIKOR approach and its application for renewable energy selection in Turkey	70
Enhancing vehicle detection in intelligent transportation systems via autonomous UAV platform and YOLOv8 integration	70
Edge computing-based person detection system for top view surveillance: Using CenterNet with transfer learning	69
Leaf disease detection using machine learning and deep learning: Review and challenges	69
An ensemble multi-swarm teaching–learning-based optimization algorithm for function optimization and image segmentation	69
A three-way decision method based on cumulative prospect theory for the hierarchical diagnosis and treatment system of chronic diseases	68
Efficient traffic-based IoT device identification using a feature selection approach with Lévy flight-based sine chaotic sub-swarm binary honey badger algorithm	68
An interval neural network-based Caputo fractional-order extreme learning machine applied to classification	68
The application of gradient evolution algorithm to an intuitionistic fuzzy neural network for forecasting medical cost of acute hepatitis treatment in Taiwan	68
The choice of scaling technique matters for classification performance	68
A Lyapunov-stability-based context-layered recurrent pi-sigma neural network for the identification of nonlinear systems	68
Mathematical analysis of generative adversarial networks based on complex picture fuzzy soft information	68
A soft set theoretic approach to network complexity and a case study for Turkish Twitter users	67
End-to-end multi-task learning for simultaneous optic disc and cup segmentation and glaucoma classification in eye fundus images	67
Safe intuitionistic fuzzy twin support vector machine for semi-supervised learning	67
RTAD-HIS: Regulated Transformer Architecture based Anomaly Detection Framework Towards Security in Healthcare IoT Systems	67
A methodology for using players’ chat content for dynamic difficulty adjustment in metaverse multiplayer games	66
Editorial Board	66
An embedded Hamiltonian dynamic evolutionary neural network model for high-dimensional data recognition	66
Object pose tracking using multimodal knowledge from RGB images and quaternion-based rotation contexts	66
Introducing disruption on stagnated Group Decision Making processes using Fuzzy Ontologies	66
Editorial Board	66
Neural architecture search via similarity adaptive guidance	65
Harnessing collaborative learning automata to guide multi-objective optimization based inverse analysis for structural damage identification	65
Knowledge transfer for labeling unknown fuzzy sets using Grammar-Guided Genetic Algorithms	65
Multi-granularity relabeled under-sampling algorithm for imbalanced data	64
Smoke detection in video using convolutional neural networks and efficient spatio-temporal features	64
Sparse and semi-attention guided faults diagnosis approach for distributed online services	63
Matrix representations of the inverse problem in the graph model for conflict resolution with fuzzy preference	63
An artificial bee colony algorithm for scheduling call centres with weekend-off fairness	63
Interval type-2 hesitant fuzzy Entropy-based WASPAS approach for aircraft type selection	63
A chaotic local search-based LSHADE with enhanced memory storage mechanism for wind farm layout optimization	63
Ensemble clustering with low-rank optimal Laplacian matrix learning	63
An evolutionary knowledge transfer framework for solving workgroup reconfiguration problem in aircraft final assembly	63
Multi-objective firefly algorithm with adaptive region division	62
Minimalistic fuzzy ontology reasoning: An application to Building Information Modeling	62
Block-segmentation vectors for arousal prediction using semi-supervised learning	61
A hypervolume distribution entropy guided computation resource allocation mechanism for the multiobjective evolutionary algorithm based on decomposition	61
An efficient nonlinear interval uncertain optimization method using Legendre polynomial chaos expansion	61
Few-shot intent detection with mutual information and contrastive learning	61
F-TLBO-ID: Fuzzy fed teaching learning based optimisation algorithm to predict the number of	61
Tools for Landscape Analysis of Optimisation Problems in Procedural Content Generation for Games	61
Augmented support vector regression with an autoregressive process via an iterative procedure	61
NLBBODE optimizer for accurate and fast modeling of photovoltaic module/string generator and its application to solve real-world constrained optimization problems	60
A novel network for semantic segmentation of landslide areas in remote sensing images with multi-branch and multi-scale fusion	60
Edge preserving range image smoothing using hybrid locally kernel-based weighted least square	60
Distribution-based imaging for multiple sclerosis lesion segmentation using specialized fuzzy 2-means powered by Nakagami transmutations	60
An efficient and lightweight off-policy actor–critic reinforcement learning framework	60

Broad collaborative filtering with adjusted cosine similarity by fusing matrix completion	59
Binary team game algorithm based on modulo operation for knapsack problem with a single continuous variable	59
Intuitionistic fuzzy twin proximal SVM with fuzzy hyperplane and its application in EEG signal classification	59
Cross-platform dynamic goods recommendation system based on reinforcement learning and social networks	59
Railway network delay evolution: A heterogeneous graph neural network approach	58
Fuzzy convolutional deep-learning model to estimate the operational risk capital using multi-source risk events	58
Dynamical decomposition and selection based evolutionary algorithm for many-objective optimization	58
Dynamic task offloading in edge computing for computer access point selection based on adaptive deep reinforcement learning with meta-heuristic optimization	57
Learning automata based particle swarm optimization for solving class imbalance problem	57
Benchmarking surrogate-based optimisation algorithms on expensive black-box functions	57
Combining affinity propagation with differential evolution for three-echelon logistics distribution optimization	57
Broad learning extreme learning machine for forecasting and eliminating tremors in teleoperation	57
Interval prediction approach to crude oil price based on three-way clustering and decomposition ensemble learning	57
User trustworthiness in online social networks: A systematic review	57
Emission reduction investment for green products of a manufacturing system via optimal control theory and artificial hummingbird algorithm	57
Harris Hawk optimization driven adaptive image encryption integrating Hilbert vibrational decomposition and chaos	57
Multi-objective evolutionary optimization of unsupervised latent variables of turning process	57
Heterogeneous attention based transformer for sign language translation	56
Optimal gait design for a soft quadruped robot via multi-fidelity Bayesian optimization	56
Soft cosine and extended cosine adaptation for pre-trained language model semantic vector analysis	56
Improved Harris hawks optimization algorithm based on random unscented sigma point mutation strategy	56
Evaluating infant development through a novel hybrid intuitionistic fuzzy classification system	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]	55
A compact meta-learned neuro-fuzzy technique for noise-robust nonlinear control	55
Robust approximation of the conditional mean for applications of Machine Learning	55
Continual compression model for online continual learning	55
Evolving kernel-based fuzzy system with nonlinear consequences	55
Surrogate-assisted analysis of the parameter configuration landscape for meta-heuristic optimisation	55
Different transfer learning approaches for insect pest classification in cotton	54
Multi-objective binary grey wolf optimization for feature selection based on guided mutation strategy	54
A dissolved oxygen levels prediction method based on single-hidden layer feedforward neural network using neighborhood information metric	54
Optimizing anomaly detection in 3D MRI scans: The role of ConvLSTM in medical image analysis	54
Editorial Board	54
Exploiting variability in the design of genetic algorithms to generate telerehabilitation activities	54
Intelligent monitoring for infectious diseases with fuzzy systems and edge computing: A survey	53
Architecture reduction of a probabilistic neural network by merging k-means and k-nearest neighbour algorithms	53
RoBERTa, ResNeXt and BiLSTM with self-attention: The ultimate trio for customer sentiment analysis	53
Contrastive variational auto-encoder driven convergence guidance in evolutionary multitasking	53
Kriging-assisted indicator-based evolutionary algorithm for expensive multi-objective optimization	53
A short-term residential load forecasting scheme based on the multiple correlation-temporal graph neural networks	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
Extended rule-based opinion target extraction with a novel text pre-processing method and ensemble learning	53
Using GAN-generated market simulations to guide genetic algorithms in index tracking optimization	53
A differential evolutionary chromosomal gene expression programming technique for electronic nose applications	52
Differential evolution method integrated with a fuzzy decision-making mechanism and Virtual Mutant agent: Theory and application	52
TLTD: Transfer Learning for Tabular Data	52
A bearing prognosis framework based on deep wavelet extreme learning machine and particle filtering	52
Trajectory planning of autonomous mobile robots applying a particle swarm optimization algorithm with peaks of diversity	52
Directional optimization of elevator scheduling algorithms in complex traffic patterns	52
A hybrid teaching and learning-based optimization algorithm for distributed sand casting job-shop scheduling problem	51
Evaluation of government strategies against COVID-19 pandemic using q-rung orthopair fuzzy TOPSIS method	51
Day-ahead wind power prediction using an ensemble model considering multiple indicators combined with error correction	51
A simple and flexible bootstrap-based framework to quantify epistemic uncertainty of ground motion models by light gradient boosting machine	51
A deep residual neural network model for synchronous motor fault diagnostics	51
Predicting cell–cell communication by combining heterogeneous ensemble deep learning and weighted geometric mean	51
A digital-twin-based adaptive multi-objective Harris Hawks Optimizer for dynamic hybrid flow green scheduling problem with dynamic events	50
On the behavior of parallel island models	50
A light spatial-frequency network for robust iris segmentation and localization	50
DQN-enabled content caching and quantum ant colony-based computation offloading in MEC	50
VTNet: A multi-domain information fusion model for long-term multi-variate time series forecasting with application in irrigation water level	50
A long-term multivariate time series forecasting network combining series decomposition and convolutional neural networks	50
A radial basis function surrogate model assisted evolutionary algorithm for high-dimensional expensive optimization problems	50
Design of fractional comprehensive learning PSO strategy for optimal power flow problems	49
A Fuzzy Minkowski Distance-based fusion of convolutional neural networks for gastrointestinal disease detection	49
Sustainably resilient supply chains evaluation in public transport: A fuzzy chance-constrained two-stage DEA approach	49
Multi-objective brainstorm optimization algorithm based on Bayesian inference learning automaton for solving CVRP with time windows	49
An in-depth analysis of ensemble multi-criteria decision making: A comprehensive guide to terminology, design, applications, evaluations, and future prospects	49
k-means clustering and kNN classification based on negative databases	48
Enhancing prediction accuracy for high-dimensional small-sample-size microarray data cancer by combining chebyshev interpolation with new dual-net GAN	48
EEG emotion recognition based on Ordinary Differential Equation Graph Convolutional Networks and Dynamic Time Wrapping	48
Explainable deep inherent learning for multi-classes skin lesion classification	48
Robust graph contrastive learning with multi-hop views for node classification	48
A binary tree seed algorithm with selection-based local search mechanism for huge-sized optimization problems	48
Discovering ensembles of small language models out of scarcely labelled data for fake news detection	48
Multi-objective reinforcement learning framework for dynamic flexible job shop scheduling problem with uncertain events	47
Optimal scale selection approach for classification based on generalized multi-scale formal context	47
A transformer-based deep learning approach for recognition of forgery methods in spoofing speech attribution	47
Deep learning modeling of public’s sentiments towards temporal evolution of COVID-19 transmission	47
Credit risk prediction based on an interpretable three-way decision method: Evidence from Chinese SMEs	47
Fitness–Distance Balance based adaptive guided differential evolution algorithm for security-constrained optimal power flow problem incorporating renewable energy sources	47
Neighbor self-embedding graph model for clustering ensemble	47
An adaptive consensus model in large-scale group decision making with noncooperative and compromising behaviors	46
Unified whale optimization algorithm based multi-kernel SVR ensemble learning for wind speed forecasting	46
Shapelet selection for time series classification	46
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	46
Harnessing the power of transformers and data fusion in smart irrigation	46
Consistency and trust relationship-driven social network group decision-making method with probabilistic linguistic information	46
A Chinese power text classification algorithm based on deep active learning	46
1D-DGAN-PHM: A 1-D denoising GAN for Prognostics and Health Management with an application to turbofan	46
Mining online reviews for ranking products: A novel method based on multiple classifiers and interval-valued intuitionistic fuzzy TOPSIS	46
Knowledge-driven ant colony optimization algorithm for vehicle routing problem in instant delivery peak period	46
Reducing high-risk glucose forecasting errors by evolving interpretable models for Type 1 diabetes	46
A dynamic graph structure identification method of spatio-temporal correlation in an aluminum electrolysis cell	46
Using supervised and one-class automated machine learning for predictive maintenance	45
Quaternion-based 2D-DOST and stacked principal component analysis network for multimodal face recognition	45