Applied Soft Computing

Article	Citations
Address wind farm layout problems by an adaptive Moth-flame Optimization Algorithm	490
Quantum fuzzy logic for edge detection: A demonstration on NISQ hardware	310
A tabu search based approach for the Heterogeneous Fleet Vehicle Routing Problem with three-dimensional loading constraints	241
Granular computing-based time series anomaly pattern detection with semantic interpretation	208
An approach to investigate fairness using Dominance-based Rough Sets Analysis—How fair were the COVID-19 restriction decisions in the UK?	187
JaunENet: An effective non-invasive detection of multi-class jaundice deep learning method with limited labeled data	182
Automatic frequency-based feature selection using discrete weighted evolution strategy	176
Fuzzy multi-perspective conformance checking for business processes	163
Multi-unit stacked architecture: An urban scene segmentation network based on UNet and ShuffleNetv2	161
An entropy-based density peak clustering for numerical gene expression datasets	161
Extended belief rule-based system using bi-level joint optimization for environmental investment forecasting	154
Diffusion-based dynamic super-dense candidate boxes with random center points for 3D object detection	153
Tumor classification algorithm via parallel collaborative optimization of single- and multi-objective consistency on PET/CT	146
Sampling-based test scenarios searching method for autonomous system robustness evaluation	142
Short-term multistep wind direction prediction of unmanned sailboats based on OVMD and optimized deep learning model	141
Variable neighborhood search for weighted total domination problem and its application in social network information spreading	137
Adversarial multi-source domain generalization approach for power prediction in unknown photovoltaic systems	136
Integrated model and automatically designed solver for power system restoration	129
A Bayesian graph structure inference neural network based on adaptive connection sampling	127
Single-objective and multi-objective optimization for variance counterbalancing in stochastic learning	125
Multi-agent reinforcement learning system framework based on topological networks in Fourier space	121
Quaternary converter based balanced graph contrastive learning for recommendation	119
Face recognition with morphing attack removal using deep learning models	119
Learning fuzzy decision trees for predicting outcomes of legal cases relating to intellectual property rights	118
Fast calculation for approximations in Dominance-based Rough Set Approach using Dual Information Granule	117

Feature library-assisted surrogate model for evolutionary wrapper-based feature selection and classification	115
A predictive intelligence approach for low-light enhancement	115
Point cloud registration based on the dark forest algorithm and its application in coal industry	114
Dealing with distribution mismatch in semi-supervised deep learning for COVID-19 detection using chest X-ray images: A novel approach using feature densities	113
Multi-scale niching based differential evolution for feature selection on high-dimensional data	112
Exponential loss regularisation for encouraging ordinal constraint to shotgun stocks quality assessment	112
Prediction of strip section shape for hot-rolled based on mechanism fusion data model	111
Late acceptance hill climbing based algorithm for Unmanned Aerial Vehicles (UAV) path planning problem	111
Hyperspectral image classification using Uniform Manifold Approximation and Projection with fusion deep learning network	111
Graph-driven feature selection via granular-rectangular neighborhood rough sets for interval-valued data sets	110
Sample-analysis based adversarial attack with saliency map	110
Multi-scale 3D convolution feature-based Broad Learning System for Alzheimer’s Disease diagnosis via MRI images	110
Command and control network architecture optimization method based on dual-layer weighting and TOPSIS-GRA of indicators	110
A rate-distortion optimal evolutionary algorithm under the fixed bit-rate constraints for the JPEG quantization table optimization	107
A learning-driven artificial bee colony algorithm for mobile robot multi-objective path planning	105
An MADM model using Frank operations based power aggregation operator under	103
Prediction of blasting induced air-overpressure using a radial basis function network with an additional hidden layer	100
Quantum-inspired multi-step trust region policy optimization for integrated rotor angle stability control of time-varying renewable energy sources	97
Evaluating edge artificial intelligence-driven supply chain management platforms using collaborative large-scale fuzzy information fusion	97
Information fusion-based genetic algorithm with long short-term memory for stock price and trend prediction	97
Multi-task prompt adapter for vision-language model	96
An integrated design concept evaluation method based on best–worst entropy and generalized TODIM considering multiple factors of uncertainty	95
Corrigendum to “Gray Wolf Optimizer for hyperspectral band selection” [Appl. Soft Comput. 40 (2016) 178–186]	95
Investigations of color image segmentation based on connectivity measure, shape priority and normalized fuzzy graph cut	94
Mathematical analysis of generative adversarial networks based on complex picture fuzzy soft information	94
An interval type-2 fuzzy ORESTE method for waste-to-energy plant site selection: A case study in China	94
Automated selection of regression algorithms with soft computing techniques	93
Semi-supervised semantic segmentation via multi-level and multi-view perturbation consistency	93
Ant colony optimization enhanced with ensemble of pheromone vectors using multi-criteria decision making: A case study in multi-label text feature selection	92
Arithmetic optimization algorithm with cosine composite chaotic mapping in polar coordinate system for economic load dispatching problems in power systems	91
TSGR2: Image-text matching via triple-level scene graph relation reasoning	91
Robust Chinese Clinical Named Entity Recognition with information bottleneck and adversarial training	91
Parallel graph neural architecture search optimization with incomplete features	91
Solving the robust influence maximization problem on multi-layer networks via a Memetic algorithm	91
Multilayer time delay reservoir with double feedback loops for time series forecasting task	89
Emergence of robust looming selectivity via coordinated inhibitory neural computations	89
Group maintenance based on deep hierarchical reinforcement learning and multi-stage degradation analysis	88
An improved density-adaptive model based on motif matrix for myocardial infarction detection	88
A collaborative competition multitasking framework for constrained multi-objective optimization	87
Real-time location technology of hydrogen energy storage and transportation leakage based on self-attention mechanism group	87
Analysis of NaN divergence in training monocular depth estimation model	87
Pathology characteristics-aware federated learning for weakly supervised nuclei segmentation	87
Error feedback method (EFM) based dimension synthesis optimisation for four-bar linkage mechanism	87
Self-organized phase-locked component pair learning in motor imagery classification	86
Comparative analysis of robust machine learning models for predicting CO2 uptake in porous liquids: Insights for environmental applications	85
An adaptive exploration-exploitation framework for success history based differential evolution	85
Overlapping community detection based on graph attention autoencoder and self-trained clustering	85
Non-exemplar class-incremental learning: Dynamic adversarial sample synthesis and relational knowledge distillation	84
Deep neural aggregation for recommending items to group of users	82
A lightweight multi-sensory field-based dual-feature fusion residual network for bird song recognition	82

Hybrid-conditional generative adversarial network framework for climate fault detection in vertical farming environments	82
Route selection in multimodal supply chains: A fuzzy risk assessment model-BWM-MARCOS framework	81
Optimizing workload distribution in Fog-Cloud ecosystem: A JAYA based meta-heuristic for energy-efficient applications	81
Cascaded-ANFIS to simulate nonlinear rainfall–runoff relationship	81
Evolutionary optimization of thermo-physical properties of MWCNT-Fe	81
Comprehensive survey of large models-driving intelligent decision making	80
An efficient hyper-parameter optimization method for supervised learning	80
Tensor-based multigraph fusion for Alzheimer’s disease diagnosis	79
Neuromorphic photonic neural networks for on-chip gas spectra classification	79
sEMG-based real-time speech synthesis with feature distillation and dynamic chunk convolution	79
Multi-objective genetic algorithm with maximum-entropy classification and domain-specific evolutionary operators for microorganism selection on microbiomes	77
A three-way decision method based on cumulative prospect theory for the hierarchical diagnosis and treatment system of chronic diseases	76
QDS-COVID: A visual analytics system for interactive exploration of millions of COVID-19 healthcare records in Brazil	76
An optimal control policy in fighting COVID-19 and infectious diseases	75
A computationally efficient approximation calculation method in dominance-based rough set approach	75
Evolutionary computation-based reliability quantification and its application in big data analysis on semiconductor manufacturing	75
An ensemble multi-swarm teaching–learning-based optimization algorithm for function optimization and image segmentation	74
RTAD-HIS: Regulated transformer architecture based anomaly detection framework towards security in healthcare IoT systems	74
Bayesian evolutionary optimization for crafting high-quality adversarial examples with limited query budget	73
An integrated probabilistic bipolar fermatean hesitant fuzzy transportation configuration for sustainable management of floral waste with risk assessment	73
Multi-level pooling self-adaptive evolutionary multi-objective gene selection algorithm for microarray data classification	73
Enhancing financial resilience in manufacturing SMEs: A q-rung picture fuzzy set-based decision framework for digital transformation adoption	73
An effective method based on simulated annealing for automatic generation control of power systems	73
UniCon: Unified image-guiding generation with noise consistency	73
A dynamic dual-population co-evolution multi-objective evolutionary algorithm for constrained multi-objective optimization problems	72
Detection of forest fire using deep convolutional neural networks with transfer learning approach	72
GAN-based approach for data imputation and handling class imbalance using one class ensemble	72
Spatial multiple attention-driven intelligent tuning of shape-performance coupling devices	71
TIPSST: Transformer-based hyperspectral object tracking with illumination prompts and spatial-spectral-temporal context	71
Multi-source heterogeneous information fusion fault diagnosis method based on deep neural networks under limited datasets	70
Chinese calligraphy character generation with component-level style learning and structure-aware guidance	70
A co-evolutionary genetic algorithm with knowledge transfer for multi-objective capacitated vehicle routing problems	70
Tensor idempotent representation with auto-weighted exponential tensor nuclear norm minimization for multi-view clustering	70
Broad fractional-order echo state network with slime mould algorithm for multivariate time series prediction	70
A dimensionless model and ant colony optimization fusion temperature prediction in tunnel fires	70
An adaptive high-order knowledge guided multi-objective evolutionary algorithm for dynamic community detection	69
Metaverse and microorganism digital twins: A deep transfer learning approach	69
Residual LSTM based short-term load forecasting	69
Dynamic attention-based transfer learning strategies for efficient and scalable visual recognition in resource-constrained environments	69
TFETformer: A temporal-frequency enhanced Transformer for tool wear monitoring	68
Recurrent ensemble random vector functional link neural network for financial time series forecasting	68
An interpretable convolutional neural network for nuclear power plant abnormal events	67
Spherical fuzzy sets based integrated DEMATEL, ANP, VIKOR approach and its application for renewable energy selection in Turkey	67
Temporal relation transformer for robust visual tracking with dual-memory learning	67
Time series prediction for cryptocurrency markets with transformer and parallel convolutional neural networks	67
An ensemble deep learning model for human activity analysis using wearable sensory data	65
A Lyapunov-stability-based context-layered recurrent pi-sigma neural network for the identification of nonlinear systems	65
An efficient manta ray foraging optimization algorithm with individual information interaction and fractional derivative mutation for solving complex function extremum and engineering design problems	65
TSFIS-GWO: Metaheuristic-driven takagi-sugeno fuzzy system for adaptive real-time routing in WBANs	64
Enhancing knowledge distillation via genetic recombination	64
Forecasting crude oil futures prices using BiLSTM-Attention-CNN model with Wavelet transform	64
Progressive cross-modal attention network for brain-computer interface decoding using EEG and fNIRS	64
Effects of diagram plane on neural network based modulation recognition	64
MSTRFormer: A Multi-Factor Daily Runoff Forecasting Model Integrating Adaptive Graph Convolution and Linear Attention	64
Siamese learning based on graph differential equation for Next-POI recommendation	64
Integrative prognostic modeling for breast cancer: Unveiling optimal multimodal combinations using graph convolutional networks and calibrated random forest	63
Quality-aware fuzzy min–max neural networks for dynamic brain network analysis and its application to schizophrenia identification	63
Enhancing vehicle detection in intelligent transportation systems via autonomous UAV platform and YOLOv8 integration	63
Unsupervised feature selection using chronological fitting with Shapley Additive explanation (SHAP) for industrial time-series anomaly detection	63
Multiscale attention feature deep fusion network for iris region localization and segmentation from dual-spectral iris image	63
Editorial Board	62
Leaf disease detection using machine learning and deep learning: Review and challenges	62
An interval neural network-based Caputo fractional-order extreme learning machine applied to classification	62
Sentiment analysis on a low-resource language dataset using multimodal representation learning and cross-lingual transfer learning	62
Driver fatigue detection using EEG-based graph attention convolutional neural networks: An end-to-end learning approach with mutual information-driven connectivity	62
The choice of scaling technique matters for classification performance	62
Efficient traffic-based IoT device identification using a feature selection approach with Lévy flight-based sine chaotic sub-swarm binary honey badger algorithm	62
Soft cosine and extended cosine adaptation for pre-trained language model semantic vector analysis	61
Broad collaborative filtering with adjusted cosine similarity by fusing matrix completion	61
A simple and flexible bootstrap-based framework to quantify epistemic uncertainty of ground motion models by light gradient boosting machine	61
Object pose tracking using multimodal knowledge from RGB images and quaternion-based rotation contexts	61
Safe intuitionistic fuzzy twin support vector machine for semi-supervised learning	61
Robust approximation of the conditional mean for applications of Machine Learning	61
Continual compression model for online continual learning	60
Cross-modal deep interaction and modal-aware aggregation network for visible and infrared tracking	60
Harnessing the power of transformers and data fusion in smart irrigation	60
Label repopulation through evolutionary computation for addressing challenging multilabel problems	60
A wind speed point-interval fuzzy forecasting system based on data decomposition and multiobjective optimizer	60
Sequential unsupervised–supervised learning for clustering time-dependent patterns using ellipsoidal calculus	59
Plastic Distillation and Local Class Augment for Federated Class Incremental Learning	59

Large language model driven multiple operating conditions identification and predictive control	58
Dynamical decomposition and selection based evolutionary algorithm for many-objective optimization	58
Multi-modal multi-agent debate-based dialectical knowledge transfer learning	58
Combined variable precision fuzzy rough set and its application in medical diagnosis	58
Two-stage identification of false data injection attacks in power systems via semi-supervised deep learning	58
A novel network for semantic segmentation of landslide areas in remote sensing images with multi-branch and multi-scale fusion	58
Multiscale convolution-attention model for efficient Alzheimer’s disease and mild cognitive impairment diagnosis approach using sMRI	58
Enhancing prediction accuracy for high-dimensional small-sample-size microarray data cancer by combining chebyshev interpolation with new dual-net GAN	58
RoBERTa, ResNeXt and BiLSTM with self-attention: The ultimate trio for customer sentiment analysis	57
Using GAN-generated market simulations to guide genetic algorithms in index tracking optimization	57
A control-oriented operation mode recognizing method using fuzzy evaluation and attention LSTM networks	57
A transformer-based deep learning approach for recognition of forgery methods in spoofing speech attribution	57
A focal quotient gradient system method for deep neural network training	57
Neural architecture search via similarity adaptive guidance	57
Evaluating infant development through a novel hybrid intuitionistic fuzzy classification system	57
A feature selection method based on multiple feature subsets extraction and result fusion for improving classification performance	57
Optimal gait design for a soft quadruped robot via multi-fidelity Bayesian optimization	57
NLBBODE optimizer for accurate and fast modeling of photovoltaic module/string generator and its application to solve real-world constrained optimization problems	57
Predicting cell–cell communication by combining heterogeneous ensemble deep learning and weighted geometric mean	57
Neighbor self-embedding graph model for clustering ensemble	56
EEG emotion recognition based on Ordinary Differential Equation Graph Convolutional Networks and Dynamic Time Wrapping	56
An interpretable evolutionary broad learning system for damage identification in aircraft structures using Lamb waves	56
Matrix representations of the inverse problem in the graph model for conflict resolution with fuzzy preference	56
Railway network delay evolution: A heterogeneous graph neural network approach	56
A chaotic local search-based LSHADE with enhanced memory storage mechanism for wind farm layout optimization	55
Semi-supervised few-shot learning via ensemble-based adaptive clustering-aware pseudo-labeling	55
Graph-based deep reinforcement learning for dynamic scheduling of flexible job-shop considering worker fatigue and multi-skill factors	55
Multi-granularity relabeled under-sampling algorithm for imbalanced data	54
VTNet: A multi-domain information fusion model for long-term multi-variate time series forecasting with application in irrigation water level	54
Multi-objective brainstorm optimization algorithm based on Bayesian inference learning automaton for solving CVRP with time windows	54
Few-shot intent detection with mutual information and contrastive learning	54
Sustainable circular supplier evaluation in project-driven supply chains with a fuzzy stochastic decision model under uncertainty	54
BiKAN-ViT: Enhancing vision transformers via spline-based patch embedding and nonlinear token mixing	53
F-TLBO-ID: Fuzzy fed teaching learning based optimisation algorithm to predict the number of	53
An adaptive consensus model in large-scale group decision making with noncooperative and compromising behaviors	53
Partial differential equations and machine learning integration for transit-oriented development	53
A granularity time series forecasting model combining three-way decision and trend information granule	53
Multi-objective firefly algorithm with adaptive region division	53
Multi-objective binary grey wolf optimization for feature selection based on guided mutation strategy	53
A hybrid teaching and learning-based optimization algorithm for distributed sand casting job-shop scheduling problem	53
A short-term residential load forecasting scheme based on the multiple correlation-temporal graph neural networks	53
Dynamic task offloading in edge computing for computer access point selection based on adaptive deep reinforcement learning with meta-heuristic optimization	53
A dissolved oxygen levels prediction method based on single-hidden layer feedforward neural network using neighborhood information metric	52
A soft set theoretic approach to network complexity and a case study for Turkish Twitter users	52
Mask-based Self-supervised Network Intrusion Detection System	52
Deep learning modeling of public’s sentiments towards temporal evolution of COVID-19 transmission	52
Joint optimization of signal control and speed planning at isolated mixed-traffic signalized intersections	52
A fuzzy optimization model based on chaotic quantum AHA for offshore wind farm operation and maintenance scheduling problem	52
TLTD: Transfer Learning for Tabular Data	52
Day-ahead wind power prediction using an ensemble model considering multiple indicators combined with error correction	52
Discovering ensembles of small language models out of scarcely labelled data for fake news detection	52
Design of fractional comprehensive learning PSO strategy for optimal power flow problems	51
A compact meta-learned neuro-fuzzy technique for noise-robust nonlinear control	51
A Fuzzy Minkowski Distance-based fusion of convolutional neural networks for gastrointestinal disease detection	51
Editorial Board	51
Knowledge-driven ant colony optimization algorithm for vehicle routing problem in instant delivery peak period	51
Combining affinity propagation with differential evolution for three-echelon logistics distribution optimization	51
Efficient and privacy-preserving deep inference towards cloud–edge collaborative	50
Knowledge-guided global optimization for expensive and black-box constrained multi-objective engineering design problems	50
Corrigendum to “Application of particle swarm optimization for optimal setting of Phase Shifting Transformers to minimize unscheduled active power flows” [Appl. Soft Comput. 105 (2021) 107243]	50
Surrogate-assisted analysis of the parameter configuration landscape for meta-heuristic optimisation	50
Knowledge transfer for labeling unknown fuzzy sets using Grammar-Guided Genetic Algorithms	50
Harnessing collaborative learning automata to guide multi-objective optimization based inverse analysis for structural damage identification	50
Edge preserving range image smoothing using hybrid locally kernel-based weighted least square	50
A light spatial-frequency network for robust iris segmentation and localization	50
An evolutionary knowledge transfer framework for solving workgroup reconfiguration problem in aircraft final assembly	50
Emission reduction investment for green products of a manufacturing system via optimal control theory and artificial hummingbird algorithm	50
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]	50
Adversarial hard negative samples for continual relation extraction	50
A binary tree seed algorithm with selection-based local search mechanism for huge-sized optimization problems	49
Ensemble clustering with low-rank optimal Laplacian matrix learning	49
Robust graph contrastive learning with multi-hop views for node classification	49
Mining online reviews for ranking products: A novel method based on multiple classifiers and interval-valued intuitionistic fuzzy TOPSIS	49
Architecture reduction of a probabilistic neural network by merging k-means and k-nearest neighbour algorithms	49
Data-driven interval type-2 fuzzy learning controller design for tracking complex dynamical trajectories in robotic systems	49
Sparse and semi-attention guided faults diagnosis approach for distributed online services	49
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	49
Contrastive variational auto-encoder driven convergence guidance in evolutionary multitasking	49
Multi-objective evolutionary optimization of unsupervised latent variables of turning process	49
Evolving kernel-based fuzzy system with nonlinear consequences	49
Uncertainty estimation by boosting with Gaussian process for expensive optimization problems	49
Deep convolutional generative adversarial network accelerated optimization algorithm for parameter optimization of permanent magnet synchronous generator controllers	49
Credit risk prediction based on an interpretable three-way decision method: Evidence from Chinese SMEs	48
Explainability analysis: An in-depth comparison between Fuzzy Cognitive Maps and LAMDA	48
A dynamic graph structure identification method of spatio-temporal correlation in an aluminum electrolysis cell	48
TLDA: A lightweight and adaptive deep learning framework for accurate monthly runoff forecasting	48
Introducing disruption on stagnated Group Decision Making processes using Fuzzy Ontologies	48
Optimal scale selection approach for classification based on generalized multi-scale formal context	48
AttenHideNet: A novel deep learning-based image steganography method using a lightweight U-net with soft attention	48
A Chinese power text classification algorithm based on deep active learning	48
Protein-peptide interaction region residues prediction using a generative sampling technique and ensemble deep learning-based models	48
Interval prediction approach to crude oil price based on three-way clustering and decomposition ensemble learning	48
Harris Hawk optimization driven adaptive image encryption integrating Hilbert vibrational decomposition and chaos	48
Optimizing anomaly detection in 3D MRI scans: The role of ConvLSTM in medical image analysis	48
Multiple equipment scheduling and routing for container terminals using quantum-inspired deep learning	48