Applied Soft Computing

Article	Citations
Address wind farm layout problems by an adaptive Moth-flame Optimization Algorithm	406
Late acceptance hill climbing based algorithm for Unmanned Aerial Vehicles (UAV) path planning problem	245
Tumor classification algorithm via parallel collaborative optimization of single- and multi-objective consistency on PET/CT	191
An approach to investigate fairness using Dominance-based Rough Sets Analysis—How fair were the COVID-19 restriction decisions in the UK?	174
Sampling-based test scenarios searching method for autonomous system robustness evaluation	168
Adaptive sliding mode control with hysteresis compensation-based neuroevolution for motion tracking of piezoelectric actuator	164
Short-term multistep wind direction prediction of unmanned sailboats based on OVMD and optimized deep learning model	155
Enhancing knowledge distillation via genetic recombination	154
Comprehensive survey of large models-driving intelligent decision making	149
Quantum fuzzy logic for edge detection: A demonstration on NISQ hardware	145
Efficient traffic-based IoT device identification using a feature selection approach with Lévy flight-based sine chaotic sub-swarm binary honey badger algorithm	144
GAN-based approach for data imputation and handling class imbalance using one class ensemble	143
Face recognition with morphing attack removal using deep learning models	140
Quaternary converter based balanced graph contrastive learning for recommendation	132
Learning fuzzy decision trees for predicting outcomes of legal cases relating to intellectual property rights	130
Deep neural aggregation for recommending items to group of users	130
Hyperspectral image classification using Uniform Manifold Approximation and Projection with fusion deep learning network	129
Multi-unit stacked architecture: An urban scene segmentation network based on UNet and ShuffleNetv2	124
Editorial Board	120
Fast calculation for approximations in Dominance-based Rough Set Approach using Dual Information Granule	120
Error feedback method (EFM) based dimension synthesis optimisation for four-bar linkage mechanism	120
A predictive intelligence approach for low-light enhancement	119
Corrigendum to “Gray Wolf Optimizer for hyperspectral band selection” [Appl. Soft Comput. 40 (2016) 178–186]	113
Feature library-assisted surrogate model for evolutionary wrapper-based feature selection and classification	112
An efficient manta ray foraging optimization algorithm with individual information interaction and fractional derivative mutation for solving complex function extremum and engineering design problems	110

Point cloud registration based on the dark forest algorithm and its application in coal industry	109
Command and control network architecture optimization method based on dual-layer weighting and TOPSIS-GRA of indicators	107
An efficient hyper-parameter optimization method for supervised learning	107
A collaborative competition multitasking framework for constrained multi-objective optimization	106
Analysis of NaN divergence in training monocular depth estimation model	106
An optimal control policy in fighting COVID-19 and infectious diseases	106
An integrated probabilistic bipolar fermatean hesitant fuzzy transportation configuration for sustainable management of floral waste with risk assessment	106
Dealing with distribution mismatch in semi-supervised deep learning for COVID-19 detection using chest X-ray images: A novel approach using feature densities	105
Arithmetic optimization algorithm with cosine composite chaotic mapping in polar coordinate system for economic load dispatching problems in power systems	105
Variable neighborhood search for weighted total domination problem and its application in social network information spreading	104
JaunENet: An effective non-invasive detection of multi-class jaundice deep learning method with limited labeled data	103
Adversarial multi-source domain generalization approach for power prediction in unknown photovoltaic systems	103
Integrated model and automatically designed solver for power system restoration	102
A Bayesian graph structure inference neural network based on adaptive connection sampling	100
Multi-level pooling self-adaptive evolutionary multi-objective gene selection algorithm for microarray data classification	100
Dynamic attention-based transfer learning strategies for efficient and scalable visual recognition in resource-constrained environments	100
Optimizing workload distribution in Fog-Cloud ecosystem: A JAYA based meta-heuristic for energy-efficient applications	98
Sentiment analysis on a low-resource language dataset using multimodal representation learning and cross-lingual transfer learning	97
Pathology characteristics-aware federated learning for weakly supervised nuclei segmentation	96
Single-objective and multi-objective optimization for variance counterbalancing in stochastic learning	96
Ant colony optimization enhanced with ensemble of pheromone vectors using multi-criteria decision making: A case study in multi-label text feature selection	95
Multi-agent reinforcement learning system framework based on topological networks in Fourier space	95
UniCon: Unified image-guiding generation with noise consistency	94
Adaptive non-linear soft sensor for quality monitoring in refineries using Just-in-Time Learning—Generalized regression neural network approach	93
Multi-scale niching based differential evolution for feature selection on high-dimensional data	93
An MADM model using Frank operations based power aggregation operator under	93
Evolutionary optimization of thermo-physical properties of MWCNT-Fe	91
QDS-COVID: A visual analytics system for interactive exploration of millions of COVID-19 healthcare records in Brazil	91
RTAD-HIS: Regulated transformer architecture based anomaly detection framework towards security in healthcare IoT systems	91
Exponential loss regularisation for encouraging ordinal constraint to shotgun stocks quality assessment	90
A Lyapunov-stability-based context-layered recurrent pi-sigma neural network for the identification of nonlinear systems	89
Effects of diagram plane on neural network based modulation recognition	88
A dimensionless model and ant colony optimization fusion temperature prediction in tunnel fires	87
An ensemble multi-swarm teaching–learning-based optimization algorithm for function optimization and image segmentation	87
A computationally efficient approximation calculation method in dominance-based rough set approach	86
Evaluating edge artificial intelligence-driven supply chain management platforms using collaborative large-scale fuzzy information fusion	86
Granular computing-based time series anomaly pattern detection with semantic interpretation	85
Overlapping community detection based on graph attention autoencoder and self-trained clustering	84
A co-evolutionary genetic algorithm with knowledge transfer for multi-objective capacitated vehicle routing problems	84
Multiscale attention feature deep fusion network for iris region localization and segmentation from dual-spectral iris image	83
Bayesian evolutionary optimization for crafting high-quality adversarial examples with limited query budget	82
An interval type-2 fuzzy ORESTE method for waste-to-energy plant site selection: A case study in China	82
Prediction of strip section shape for hot-rolled based on mechanism fusion data model	82
Investigations of color image segmentation based on connectivity measure, shape priority and normalized fuzzy graph cut	81
Enhancing financial resilience in manufacturing SMEs: A q-rung picture fuzzy set-based decision framework for digital transformation adoption	81
An integrated design concept evaluation method based on best–worst entropy and generalized TODIM considering multiple factors of uncertainty	80
Quality-aware fuzzy min–max neural networks for dynamic brain network analysis and its application to schizophrenia identification	80
Automatic frequency-based feature selection using discrete weighted evolution strategy	80
Driver fatigue detection using EEG-based graph attention convolutional neural networks: An end-to-end learning approach with mutual information-driven connectivity	80
A dynamic dual-population co-evolution multi-objective evolutionary algorithm for constrained multi-objective optimization problems	80

Siamese learning based on graph differential equation for Next-POI recommendation	79
A tabu search based approach for the Heterogeneous Fleet Vehicle Routing Problem with three-dimensional loading constraints	79
TSFIS-GWO: Metaheuristic-driven takagi-sugeno fuzzy system for adaptive real-time routing in WBANs	79
Multi-task prompt adapter for vision-language model	78
Recurrent ensemble random vector functional link neural network for financial time series forecasting	78
Evolutionary computation-based reliability quantification and its application in big data analysis on semiconductor manufacturing	77
An entropy-based density peak clustering for numerical gene expression datasets	77
Autonomous navigation of UAV in multi-obstacle environments based on a Deep Reinforcement Learning approach	77
An interval neural network-based Caputo fractional-order extreme learning machine applied to classification	77
Chinese calligraphy character generation with component-level style learning and structure-aware guidance	77
Parallel graph neural architecture search optimization with incomplete features	76
Metaverse and microorganism digital twins: A deep transfer learning approach	76
Multi-scale 3D convolution feature-based Broad Learning System for Alzheimer’s Disease diagnosis via MRI images	76
Extended belief rule-based system using bi-level joint optimization for environmental investment forecasting	76
A memetic evolution system with statistical variable classification for large-scale many-objective optimization	74
Prediction of blasting induced air-overpressure using a radial basis function network with an additional hidden layer	74
FDN-ADNet: Fuzzy LS-TWSVM based deep learning network for prognosis of the Alzheimer’s disease using the sagittal plane of MRI scans	74
Diffusion-based dynamic super-dense candidate boxes with random center points for 3D object detection	73
Information fusion-based genetic algorithm with long short-term memory for stock price and trend prediction	73
Robust Chinese Clinical Named Entity Recognition with information bottleneck and adversarial training	73
An effective method based on simulated annealing for automatic generation control of power systems	72
Neural collaborative filtering with multicriteria evaluation data	72
Quantum-inspired multi-step trust region policy optimization for integrated rotor angle stability control of time-varying renewable energy sources	72
Multi-source heterogeneous information fusion fault diagnosis method based on deep neural networks under limited datasets	72
TFETformer: A temporal-frequency enhanced Transformer for tool wear monitoring	72
Sample-analysis based adversarial attack with saliency map	72
Self-organized phase-locked component pair learning in motor imagery classification	72
A three-way decision method based on cumulative prospect theory for the hierarchical diagnosis and treatment system of chronic diseases	71
Leaf disease detection using machine learning and deep learning: Review and challenges	71
Graph-driven feature selection via granular-rectangular neighborhood rough sets for interval-valued data sets	71
Detection of forest fire using deep convolutional neural networks with transfer learning approach	70
Residual LSTM based short-term load forecasting	70
Mathematical analysis of generative adversarial networks based on complex picture fuzzy soft information	70
A lightweight multi-sensory field-based dual-feature fusion residual network for bird song recognition	70
An interpretable convolutional neural network for nuclear power plant abnormal events	69
Time series prediction for cryptocurrency markets with transformer and parallel convolutional neural networks	69
Tensor idempotent representation with auto-weighted exponential tensor nuclear norm minimization for multi-view clustering	68
Spherical fuzzy sets based integrated DEMATEL, ANP, VIKOR approach and its application for renewable energy selection in Turkey	68
Cascaded-ANFIS to simulate nonlinear rainfall–runoff relationship	68
Fuzzy multi-perspective conformance checking for business processes	67
End-to-end multi-task learning for simultaneous optic disc and cup segmentation and glaucoma classification in eye fundus images	67
Temporal relation transformer for robust visual tracking with dual-memory learning	66
Forecasting crude oil futures prices using BiLSTM-Attention-CNN model with Wavelet transform	66
Enhancing vehicle detection in intelligent transportation systems via autonomous UAV platform and YOLOv8 integration	65
Route selection in multimodal supply chains: A fuzzy risk assessment model-BWM-MARCOS framework	65
The choice of scaling technique matters for classification performance	65
Solving the robust influence maximization problem on multi-layer networks via a Memetic algorithm	65
A covariance-based Moth–flame optimization algorithm with Cauchy mutation for solving numerical optimization problems	65
Unsupervised feature selection using chronological fitting with Shapley Additive explanation (SHAP) for industrial time-series anomaly detection	64
An ensemble deep learning model for human activity analysis using wearable sensory data	64
Integrative prognostic modeling for breast cancer: Unveiling optimal multimodal combinations using graph convolutional networks and calibrated random forest	64
An improved density-adaptive model based on motif matrix for myocardial infarction detection	63
Broad fractional-order echo state network with slime mould algorithm for multivariate time series prediction	63
Multilayer time delay reservoir with double feedback loops for time series forecasting task	63
Editorial Board	62
Multi-modal multi-agent debate-based dialectical knowledge transfer learning	62
Object pose tracking using multimodal knowledge from RGB images and quaternion-based rotation contexts	62
Robust approximation of the conditional mean for applications of Machine Learning	62
Federated semi-supervised learning with contrastive representations against noisy labels	61
Evaluating infant development through a novel hybrid intuitionistic fuzzy classification system	61
Uncertainty estimation by boosting with Gaussian process for expensive optimization problems	61
Deep convolutional generative adversarial network accelerated optimization algorithm for parameter optimization of permanent magnet synchronous generator controllers	61
A control-oriented operation mode recognizing method using fuzzy evaluation and attention LSTM networks	61
Path-planning algorithm for small environmental surveillance unmanned surface vehicles	61
Contrastive variational auto-encoder driven convergence guidance in evolutionary multitasking	60
A multi-strategy iterated greedy algorithm with three-phase for hybrid flow shop scheduling in distributed factory	60
Mask-based Self-supervised Network Intrusion Detection System	60
Discovering ensembles of small language models out of scarcely labelled data for fake news detection	59
A fuzzy optimization model based on chaotic quantum AHA for offshore wind farm operation and maintenance scheduling problem	59
An evolutionary knowledge transfer framework for solving workgroup reconfiguration problem in aircraft final assembly	58
Introducing disruption on stagnated Group Decision Making processes using Fuzzy Ontologies	58
An efficient and lightweight off-policy actor–critic reinforcement learning framework	58
Neighbor self-embedding graph model for clustering ensemble	58
Spatial–temporal graph transformer network for traffic network flow prediction using parallel training based on cloud computing	58
Traffic scene perception via multimodal large language model with data augmentation and efficient training strategy	58
A compact meta-learned neuro-fuzzy technique for noise-robust nonlinear control	58
Sustainable circular supplier evaluation in project-driven supply chains with a fuzzy stochastic decision model under uncertainty	57
Label repopulation through evolutionary computation for addressing challenging multilabel problems	57
A hypervolume distribution entropy guided computation resource allocation mechanism for the multiobjective evolutionary algorithm based on decomposition	57
Robust graph contrastive learning with multi-hop views for node classification	57

Deep learning modeling of public’s sentiments towards temporal evolution of COVID-19 transmission	57
A Chinese power text classification algorithm based on deep active learning	57
Large language model driven multiple operating conditions identification and predictive control	56
A soft set theoretic approach to network complexity and a case study for Turkish Twitter users	56
Heterogeneous attention based transformer for sign language translation	56
Cross-modal deep interaction and modal-aware aggregation network for visible and infrared tracking	56
Dynamical decomposition and selection based evolutionary algorithm for many-objective optimization	56
Knowledge transfer for labeling unknown fuzzy sets using Grammar-Guided Genetic Algorithms	55
NLBBODE optimizer for accurate and fast modeling of photovoltaic module/string generator and its application to solve real-world constrained optimization problems	55
Editorial Board	55
Edge preserving range image smoothing using hybrid locally kernel-based weighted least square	55
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
Exploiting variability in the design of genetic algorithms to generate telerehabilitation activities	55
Block-segmentation vectors for arousal prediction using semi-supervised learning	55
F-TLBO-ID: Fuzzy fed teaching learning based optimisation algorithm to predict the number of	54
Combining affinity propagation with differential evolution for three-echelon logistics distribution optimization	54
Soft cosine and extended cosine adaptation for pre-trained language model semantic vector analysis	54
Architecture reduction of a probabilistic neural network by merging k-means and k-nearest neighbour algorithms	54
A granularity time series forecasting model combining three-way decision and trend information granule	54
Surrogate-assisted analysis of the parameter configuration landscape for meta-heuristic optimisation	54
Knowledge-augmented large language model-based framework for adverse drug reaction analysis	53
A focal quotient gradient system method for deep neural network training	53
Optimal scale selection approach for classification based on generalized multi-scale formal context	53
Combined variable precision fuzzy rough set and its application in medical diagnosis	53
Multiscale convolution-attention model for efficient Alzheimer’s disease and mild cognitive impairment diagnosis approach using sMRI	53
Two-stage identification of false data injection attacks in power systems via semi-supervised deep learning	53
Multi-branch and multi-loss learning for fine-grained image retrieval	53
Partial differential equations and machine learning integration for transit-oriented development	53
Sequential unsupervised–supervised learning for clustering time-dependent patterns using ellipsoidal calculus	52
Continual compression model for online continual learning	52
Efficient and privacy-preserving deep inference towards cloud–edge collaborative	52
A binary tree seed algorithm with selection-based local search mechanism for huge-sized optimization problems	52
Matrix representations of the inverse problem in the graph model for conflict resolution with fuzzy preference	51
Enhancing prediction accuracy for high-dimensional small-sample-size microarray data cancer by combining chebyshev interpolation with new dual-net GAN	51
Different transfer learning approaches for insect pest classification in cotton	51
Multi-objective firefly algorithm with adaptive region division	51
Joint optimization of signal control and speed planning at isolated mixed-traffic signalized intersections	51
Harnessing collaborative learning automata to guide multi-objective optimization based inverse analysis for structural damage identification	51
Multi-objective evolutionary optimization of unsupervised latent variables of turning process	51
DQN-enabled content caching and quantum ant colony-based computation offloading in MEC	51
A dynamic graph structure identification method of spatio-temporal correlation in an aluminum electrolysis cell	51
An adaptive consensus model in large-scale group decision making with noncooperative and compromising behaviors	51
A simple and flexible bootstrap-based framework to quantify epistemic uncertainty of ground motion models by light gradient boosting machine	51
Protein-peptide interaction region residues prediction using a generative sampling technique and ensemble deep learning-based models	50
Explainability analysis: An in-depth comparison between Fuzzy Cognitive Maps and LAMDA	50
Imbalanced Broad Learning System with label relaxation and sample weight adaptation	50
A deep residual neural network model for synchronous motor fault diagnostics	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
Using GAN-generated market simulations to guide genetic algorithms in index tracking optimization	49
A transformer-based deep learning approach for recognition of forgery methods in spoofing speech attribution	49
A differential evolutionary chromosomal gene expression programming technique for electronic nose applications	49
Sparse and semi-attention guided faults diagnosis approach for distributed online services	49
Optimizing anomaly detection in 3D MRI scans: The role of ConvLSTM in medical image analysis	49
On the behavior of parallel island models	49
Adaptive fault diagnosis of railway vehicle on-board controller with large language models	49
Reducing high-risk glucose forecasting errors by evolving interpretable models for Type 1 diabetes	49
Multi-objective brainstorm optimization algorithm based on Bayesian inference learning automaton for solving CVRP with time windows	48
Ensemble clustering with low-rank optimal Laplacian matrix learning	48
Few-shot intent detection with mutual information and contrastive learning	48
Trajectory planning of autonomous mobile robots applying a particle swarm optimization algorithm with peaks of diversity	48
Harris Hawk optimization driven adaptive image encryption integrating Hilbert vibrational decomposition and chaos	48
A methodology for using players’ chat content for dynamic difficulty adjustment in metaverse multiplayer games	48
An embedded Hamiltonian dynamic evolutionary neural network model for high-dimensional data recognition	48
Augmented support vector regression with an autoregressive process via an iterative procedure	48
A multi-criteria decision support model for new energy vehicle selection considering social media influencer reviews and personalized preferences	47
Design of fractional comprehensive learning PSO strategy for optimal power flow problems	47
Harnessing the power of transformers and data fusion in smart irrigation	47
An interpretable evolutionary broad learning system for damage identification in aircraft structures using Lamb waves	47
Tools for Landscape Analysis of Optimisation Problems in Procedural Content Generation for Games	47
Benchmarking surrogate-based optimisation algorithms on expensive black-box functions	47
Emission reduction investment for green products of a manufacturing system via optimal control theory and artificial hummingbird algorithm	47
Genetic algorithm based probabilistic model for agile project success in global software development	47
Semi-supervised few-shot learning via ensemble-based adaptive clustering-aware pseudo-labeling	46
Dynamic pricing and energy management for shore side electricity in a port microgrid: A deep reinforcement learning approach	46
Safety assessment of excavation system via TOPSIS-based MCDM modelling in fuzzy environment	46
Multi-objective binary grey wolf optimization for feature selection based on guided mutation strategy	46
Graph neural networks for the offline nanosatellite task scheduling problem	46
Intelligent monitoring for infectious diseases with fuzzy systems and edge computing: A survey	46
Day-ahead wind power prediction using an ensemble model considering multiple indicators combined with error correction	46
A wind speed point-interval fuzzy forecasting system based on data decomposition and multiobjective optimizer	46
Shapelet selection for time series classification	46
A hybrid teaching and learning-based optimization algorithm for distributed sand casting job-shop scheduling problem	46
Safe intuitionistic fuzzy twin support vector machine for semi-supervised learning	45
RoBERTa, ResNeXt and BiLSTM with self-attention: The ultimate trio for customer sentiment analysis	45
Knowledge-driven ant colony optimization algorithm for vehicle routing problem in instant delivery peak period	45
Data-driven interval type-2 fuzzy learning controller design for tracking complex dynamical trajectories in robotic systems	45
A feature selection method based on multiple feature subsets extraction and result fusion for improving classification performance	45
Broad collaborative filtering with adjusted cosine similarity by fusing matrix completion	45
Dynamic task offloading in edge computing for computer access point selection based on adaptive deep reinforcement learning with meta-heuristic optimization	45
MetaIndux-PLC: A Control Logic-Guided LLM for PLC code generation in industrial control systems	45
Kriging-assisted indicator-based evolutionary algorithm for expensive multi-objective optimization	45
Predicting cell–cell communication by combining heterogeneous ensemble deep learning and weighted geometric mean	45
Dynamic multi-objective optimization for uncertain order insertion green shop production scheduling	45
An in-depth analysis of ensemble multi-criteria decision making: A comprehensive guide to terminology, design, applications, evaluations, and future prospects	45
Extended rule-based opinion target extraction with a novel text pre-processing method and ensemble learning	44