Applied Soft Computing

Article	Citations
Hyperspectral image change detection based on active convolutional neural network and spatial–spectral affinity graph learning	300
Low-epsilon adversarial attack against a neural network online image stream classifier	181
Automatic frequency-based feature selection using discrete weighted evolution strategy	175
Graph-driven feature selection via granular-rectangular neighborhood rough sets for interval-valued data sets	169
A survey on expensive optimization problems using differential evolution	161
A new semi-supervised fuzzy clustering method based on latent representation learning and information fusion	154
A reinforcement learning-assisted multi-objective evolutionary algorithm for generating green change plans of complex products	151
Complex-valued random vector functional link neural network based on real augmented representation and its applications	143
AI-driven social media text analysis during crisis: A review for natural disasters and pandemics	139
Multiple instance learning with noisy labels based on symmetry loss	134
VSTDet: A lightweight small object detection network inspired by the ventral visual pathway	129
Vision Transformer with window sequence merging mechanism for image classification	128
Prediction of corporate default risk considering ESG performance and unbalanced samples	127
Detecting and differentiating the DDoS and flash events using adaptive deep learning models	123
A tightly-coupled dense monocular Visual-Inertial Odometry system with lightweight depth estimation network	123
Authentication system selection for performance appraisal in human resource management using an intuitionistic fuzzy CIMAS-ARLON model	121
AI-driven predictive maintenance using an enhanced TOPSIS approach for complex fuzzy information with Z-numbers	121
Path analysis for effective fault localization in deep neural networks	119
A genetic algorithm-based methodology for the structural optimization of voronoi flat roofs	116
Ant colony optimization-based method for energy-efficient cutting trajectory planning in axial robotic roadheader	115
A modified convolutional neural network architecture for diabetic retinopathy screening using SVDD	114
Evolving temporal convolutional neural networks for modeling turntable servo systems	113
A Constraint Priority Decision framework for constrained multi-objective optimization with complex feasible regions	112
On generalized Sugeno’s class generator and parametrized intuitionistic fuzzy approach for enhancing low-light images	111
Vanishing mask refinement in semi-supervised video object segmentation	109

JaunENet: An effective non-invasive detection of multi-class jaundice deep learning method with limited labeled data	109
Learning efficient branch-and-bound for solving Mixed Integer Linear Programs	109
Hierarchical system in conflict scenarios constructed based on cluster analysis-inspired method for attribute significance determination	105
Mediative fuzzy logic mathematical model: A contradictory management prediction in COVID-19 pandemic	104
A systematic literature review on traditional to artificial intelligence based socio-behavioral disorders diagnosis in India: Challenges and future perspectives	103
A three-stage learning approach to cross-domain person re-identification	102
Uncertainty-based rainfall network design using a fuzzy spatial interpolation method	102
Memory guided Aquila optimization algorithm with controlled search mechanism for seismicity analysis of earthquake prone regions	102
A decomposition-based multi-objective optimization approach for balancing the energy consumption of wireless sensor networks	99
Eagle strategy using uniform mutation and modified whale optimization algorithm for QoS-aware cloud service composition	98
Multi-level features fusion network-based feature learning for machinery fault diagnosis	98
Pruned lightweight neural networks for arrhythmia classification with clinical 12-Lead ECGs	97
Neutrosophic CEBOM-MACONT model for sustainable management of end-of-life tires	97
Universal backdoor attack on deep neural networks for malware detection	97
A hierarchical deep learning-based recurrent convolutional neural network for robust voltage and frequency operation management in microgrids	96
A 2-phase prediction of a non-stationary time-series by Taylor series and reinforcement learning	95
Medical image fusion via discrete stationary wavelet transform and an enhanced radial basis function neural network	95
Collaborative scheduling of operating room in hospital network: Multi-objective learning variable neighborhood search	95
A GRASP-based algorithm for solving the emergency room physician scheduling problem	93
A multi-objective discrete differential evolution algorithm for energy-efficient two-stage flow shop scheduling under time-of-use electricity tariffs	93
Consensus progress for large-scale group decision making in social networks with incomplete probabilistic hesitant fuzzy information	92
Combining subjective and objective weights considerations to solve the emergency location selection problems under spherical fuzzy environments	91
Multi-source heterogeneous information fusion fault diagnosis method based on deep neural networks under limited datasets	90
Error feedback method (EFM) based dimension synthesis optimisation for four-bar linkage mechanism	89
Solving job shop scheduling problems via deep reinforcement learning	89
Investigations of color image segmentation based on connectivity measure, shape priority and normalized fuzzy graph cut	89
Discrete grey wolf optimization algorithm for solving k-coverage problem in directional sensor networks with network lifetime maximization viewpoint	88
A morphological difference and statistically sparse transformer-based deep neural network for medical image segmentation	87
An attention-based stacked BiLSTM framework for predicting remaining useful life of rolling bearings	87
Fire detection and risk assessment via Support Vector Regression with Flattening-Samples Based Augmented Regularization	85
Explainable ResNet50 learning model based on copula entropy for cotton plant disease prediction	85
Late acceptance hill climbing based algorithm for Unmanned Aerial Vehicles (UAV) path planning problem	84
Energy price prediction based on decomposed price dynamics: A parallel neural network approach	84
Adaptive extreme learning machine using soft computing fuzzy propositions—Validating operating state of solar energy system	84
Utilizing IoT to design a relief supply chain network for the SARS-COV-2 pandemic	84
A deep learned type-2 fuzzy neural network: Singular value decomposition approach	83
Constructing convolutional neural network by utilizing nematode connectome: A brain-inspired method	83
Kernel similarity-based multigranulation three-way decision approach to hypertension risk assessment with multi-source and multi-level structure data	82
Optimized task scheduling approach with fault tolerant load balancing using multi-objective cat swarm optimization for multi-cloud environment	82
Evolutionary optimization of thermo-physical properties of MWCNT-Fe	82
An effective method based on simulated annealing for automatic generation control of power systems	82
Machine learning based improved cross-project software defect prediction using new structural features in object oriented software	81
A new prediction-based evolutionary dynamic multiobjective optimization algorithm aided by Pareto optimal solution estimation strategy	81
A novel weight pruning strategy for light weight neural networks with application to the diagnosis of skin disease	80
Collaborative semantic representation network for metaphor detection	80
A multi-objective effort-aware defect prediction approach based on NSGA-II	80
A seasonal-trend decomposition-based dendritic neuron model for financial time series prediction	79
Forecasting crude oil futures prices using BiLSTM-Attention-CNN model with Wavelet transform	79
Drug repositioning based on similarity constrained probabilistic matrix factorization: COVID-19 as a case study	79
Single-objective and multi-objective mixed-variable grey wolf optimizer for joint feature selection and classifier parameter tuning	79

Information fusion-based genetic algorithm with long short-term memory for stock price and trend prediction	79
Discrete komodo algorithm for traveling salesman problem	79
Adjusted SpikeProp algorithm for recurrent spiking neural networks with LIF neurons	79
Spherical fuzzy sets based integrated DEMATEL, ANP, VIKOR approach and its application for renewable energy selection in Turkey	79
Attribute reduction in inconsistent grey decision systems based on variable precision grey multigranulation rough set model	78
An evidence theory-based large group FMEA framework incorporating bounded confidence and its application in supercritical water gasification system	78
A hybrid decision making approach for new service development process of renewable energy investment	78
Feature-guided dictionary learning for patch-and-group sparse representations in single image deraining	78
A diversity-enhanced memetic algorithm for solving electric vehicle routing problems with time windows and mixed backhauls	77
Acceleration-based artificial bee colony optimizer for a distributed permutation flowshop scheduling problem with sequence-dependent setup times	77
Q-learning-based hyper-heuristic evolutionary algorithm for the distributed assembly blocking flowshop scheduling problem	76
Incorporating park events into crime hotspot prediction on street networks: A spatiotemporal graph learning approach	76
Integrating adaptive input length selection strategy and unsupervised transfer learning for bearing fault diagnosis under noisy conditions	76
A dynamic uncertainty-aware ensemble model: Application to lung cancer segmentation in digital pathology	75
Enhanced domain transfer deep fuzzy echo state network for rotating machinery fault diagnosis based on current signal	75
Broad fractional-order echo state network with slime mould algorithm for multivariate time series prediction	75
Stabilized GAN models training with kernel-histogram transformation and probability mass function distance	75
Hyperparameter optimization of two-branch neural networks in multi-target prediction	74
An interval neural network-based Caputo fractional-order extreme learning machine applied to classification	74
Dual optimization approach in discrete Hopfield neural network	74
Distributed multi-objective grey wolf optimizer for distributed multi-objective economic dispatch of multi-area interconnected power systems	73
Output-related fault detection in non-stationary processes using constructive correlative-SAE and demoting correlative-DNN	73
A survey on aspect base sentiment analysis methods and challenges	73
Multi-surrogate assisted binary particle swarm optimization algorithm and its application for feature selection	72
A type-3 fuzzy control for current sharing and voltage balancing in microgrids	72
A multiplicative maximin-based evaluation approach for evolutionary many-objective optimization	72
COVID-WideNet—A capsule network for COVID-19 detection	72
Bridging machine learning and weighted residual methods for delay differential equations of fractional order	71
A kernel-free Laplacian quadratic surface optimal margin distribution machine with application to credit risk assessment	71
Memetic binary differential evolution to solve wind–thermal profit based unit commitment problem	70
A multidimensional fitness function based heuristic algorithm for set covering problems	70
Three-way fusion measures and three-level feature selections based on neighborhood decision systems	70
A grid-level segmentation model based on encoder-decoder structure with multi-source features for crop lodging detection	70
Graph Sample and Aggregate Attention Network optimized with Barnacles Mating Algorithm based Sentiment Analysis for Online Product Recommendation	70
RDCSAE-RKRVFLN: A unified deep learning framework for robust and accurate DOA estimation	69
A dissimilarity-based approach to automatic classification of biosignal modalities	69
A context-ensembled refinement network for image segmentation of coated fuel particles	69
Reinforcement learning based fractional fuzzy controller for photovoltaic systems	69
Application of the time-distributed layer in the controller of memory-augmented neural networks to classify brain activities into motor imagery and motor execution	69
Anticipatory transport system with hybrid linear and nonlinear forecasting using streaming wafer process data	69
Dynamic random distribution learning rate for neural networks training	68
A wavelet-based deep learning pipeline for efficient COVID-19 diagnosis via CT slices	68
Deep learning based source identification of environmental audio signals using optimized convolutional neural networks	68
Two model-free schemes for solving kinematic tracking control of redundant manipulators using CMAC networks	67
Attention-based multimodal sentiment analysis and emotion recognition using deep neural networks	67
Fuzzy hypothesis testing: Systematic review and bibliography	67
A parallel chimp optimization algorithm based on tracking-learning and fuzzy opposition-learning behaviors for data classification	66
Soft Computing for Intelligent Edge Computing	66
Position-based focal loss for diverse and relevant response generation	65
A framework for inverse surrogate modeling for fitness estimation applied to Multi-Objective Evolutionary Algorithms	65
Field features: The impact in learning to rank approaches	65
AWAP: Adaptive weighted attribute propagation enhanced community detection model for bitcoin de-anonymization	65
High-performance and ultra-compact spike-based architecture for real-time acoustic echo cancellation	64
Neutrosophic data envelopment analysis based on parametric ranking method	64
Solving the number of cross-dock open doors optimization problem by combination of NSGA-II and multi-objective simulated annealing	63
Deep factor asset pricing with policy guidance based on multi-source heterogeneous information	63
Genetically optimized Fuzzy C-means data clustering of IoMT-based biomarkers for fast affective state recognition in intelligent edge analytics	63
Non-revisiting genetic cost-sensitive sparse autoencoder for imbalanced fault diagnosis	63
Airport flight ground service time prediction with missing data using graph convolutional neural network imputation and bidirectional sliding mechanism	63
Imbalanced credit risk prediction based on SMOTE and multi-kernel FCM improved by particle swarm optimization	62
An LSTM-stacked autoencoder multisource response prediction and constraint optimization for scaled expansion tubes	62
Classical simulation of variational quantum classifiers using tensor rings	62
Domain adaptive person re-identification with noise optimization and dynamic weighting	62
Data augmentation techniques in natural language processing	62
Attention-aware graph contrastive learning with topological relationship for recommendation	62
Estimating state of health of lithium-ion batteries based on generalized regression neural network and quantum genetic algorithm	62
Strengthening evolution-based differential evolution with prediction strategy for multimodal optimization and its application in multi-robot task allocation	62
A combined interval prediction system based on fuzzy strategy and neural network for wind speed	61
A wind turbine damage detection algorithm designed based on YOLOv8	61
A GRASP-VND algorithm to solve the multi-objective fuzzy and sustainable Tourist Trip Design Problem for groups	61
Optimal forecast combination based on PSO-CS approach for daily agricultural future prices forecasting	61
An adaptive fault detection model based on variational auto-encoders and unsupervised transfer learning	61
Bayesian neural networks for virtual flow metering: An empirical study	60
Assessing the barriers of digitally sustainable transportation system for persons with disabilities using Fermatean fuzzy double normalization-based multiple aggregation method	60
Multiple global optima location using differential evolution, clustering, and local search	60
Relations and compositions between interval-valued complex fuzzy sets and applications for analysis of customers’ online shopping preferences and behavior	60
A picture fuzzy CIMAS-ARTASI model for website performance analysis in human resource management	60
Systems failure analysis using Z-number theory-based combined compromise solution and full consistency method	59
SPINEX: Similarity-based predictions with explainable neighbors exploration for regression and classification	59
Sentiment analysis on a low-resource language dataset using multimodal representation learning and cross-lingual transfer learning	59

Disaster relief supply chain design for personal protection equipment during the COVID-19 pandemic	59
A judgment-based model for usability evaluating of interactive systems using fuzzy Multi Factors Evaluation (MFE)	59
Network traffic analysis based on cybersecurity intrusion detection through an effective Automated Separate Guided Attention Federated Graph Neural Network	58
Stock selection with intuitionistic fuzzy combined compromise solutions	58
Increasing the explainability and trustiness of Wang–Mendel fuzzy system for classification problems	58
Integrated model and automatically designed solver for power system restoration	58
Underwater glider motion parameter generation based on structure-optimized deep belief network and BP neural network	58
A genetic algorithm for vehicle routing problems with time windows based on cluster of geographic positions and time windows	58
Explainable AI-driven machine learning for heart disease detection using ECG signal	57
Enhancing energy saving and reducing latency by divisive hierarchical clustering with Multi-UAVs in WSANs	57
A Giza Pyramids Construction metaheuristic approach based on upper bound calculation for solving the network reliability problem	57
Temporal relation transformer for robust visual tracking with dual-memory learning	57
A guided twin delayed deep deterministic reinforcement learning for vaccine allocation in human contact networks	57
Decision boundary clustering for efficient local SVM	57
A policy optimization algorithm based on sample adaptive reuse and dual-clipping for robotic action control	56
Imbalanced node classification with Graph Neural Networks: A unified approach leveraging homophily and label information	56
An oversampling method based on differential evolution and natural neighbors	56
A Grammar-based multi-objective neuroevolutionary algorithm to generate fully convolutional networks with novel topologies	56
Fast calculation for approximations in Dominance-based Rough Set Approach using Dual Information Granule	56
Incorporated vehicle lateral control strategy for stability and enhanced energy saving in distributed drive hybrid bus	56
Reliability analysis and ABC based optimization for CoMP-enabled systems over Nakagami-	56
A computationally efficient approximation calculation method in dominance-based rough set approach	56
Fusion of region based extracted features for instance- and class-based CBIR applications	55
Learning Vector Quantization based predictor model selection for hourly load demand forecasting	55
An integrated differential evolution algorithm for reconfigurable manufacturing systems	55
Soft-sensor design for vacuum distillation bottom product penetration classification	55
Future video frame prediction based on generative motion-assistant discriminative network	55
A fast parameter optimization approach based on the inter-cluster induced distance in the feature space for support vector machines	55
Editorial Board	55
An adaptive differential evolution with extended historical memory and iterative local search	54
A predictive intelligence approach for low-light enhancement	54
Memetic algorithms for mapping p-body interacting systems in effec	54
A variable neighborhood search based algorithm and game theory models for green supply chain design	54
Editorial Board	53
A new logarithmic fuzzy full consistency method for prioritizing critical success factors of technology start-ups in Thailand	53
k-relevance vectors: Considering relevancy beside nearness	53
On the performance of deep learning for numerical optimization: An application to protein structure prediction	53
Editorial Board	53
A cultural evolution with a modified selection function and adaptive α	53
A soft-computing based approach to overlapped cells analysis in histopathology images with genetic algorithm	53
A fusion-based approach to improve hyperspectral images’ classification using metaheuristic band selection	52
Accurate 3D contrast-free myocardial infarction delineation using a 4D dual-stream spatiotemporal feature learning framework	52
Prototype augmented network with metric-mixed under limited samples for mechanical intelligent fault recognition	52
Similarity-evaluation-based evolving of flexible neural trees for imbalanced classification	52
Comparison of data selection methods for modeling chemical processes with artificial neural networks	52
A multistage deep imputation framework for missing values large segment imputation with statistical metrics	52
Perceptual maps to aggregate assessments from different rating profiles: A hesitant fuzzy linguistic approach	51
Niche-based cooperative co-evolutionary ensemble neural network for classification	51
AntNetAlign: Ant Colony Optimization for Network Alignment	51
A computational proposal for a robust estimation of the Pareto tail index: An application to emerging markets	51
Cooperative coevolutionary algorithm with resource allocation strategies to minimize unnecessary computations	51
Fuzzy topology on RNA shapes	51
Ball bonding inspections using a conjoint framework with machine learning and human judgement	50
LC-Net: Localized Counting Network for Extremely Dense Crowds	50
Editorial Board	50
Low-cost architecture performance evaluation strategy based on pixel difference degree contrast measurement	50
Transductive transfer learning based Genetic Programming for balanced and unbalanced document classification using different types of features	50
Editorial Board	50
Privacy-preserving dual interactive wasserstein generative adversarial network for cloud-based road condition monitoring in VANETs	50
Sequence-to-sequence based LSTM network modeling and its application in thermal error control framework	50
Automated diatom detection in forensic drowning diagnosis using a single shot multibox detector with plump receptive field	50
AIGSA-based multi-jammer localization in wireless networks	50
Editorial Board	50
An efficient hyper-parameter optimization method for supervised learning	49
Set algebra — based algebraic evolutionary algorithm for binary optimization problems	49
A decomposition-based multiobjective evolutionary algorithm using Simulated Annealing for the ambulance dispatching and relocation problem during COVID-19	49
Editorial Board	49
The application of gradient evolution algorithm to an intuitionistic fuzzy neural network for forecasting medical cost of acute hepatitis treatment in Taiwan	49
Variable neighborhood search for weighted total domination problem and its application in social network information spreading	49
Editorial Board	49
Accurate extended time horizon drought prediction via wavelet-season-fuzzy models	49
Implementation of intelligent navigational techniques for inter-collision avoidance of multiple humanoid robots in complex environment	49
Editorial Board	49
Fixed set search application for minimizing the makespan on unrelated parallel machines with sequence-dependent setup times	48
Modeling and analysis of cardioimpedance signals using polynomial models and fuzzy rule-based models	48
Classification of malware for security improvement in IoT using heuristic aided adaptive multi-scale and dilated ResneXt with gated recurrent unit	48
Learning to extract robust handcrafted features with a single observation via evolutionary neurogenesis	47
A gradient descent algorithm for SNN with time-varying weights for reliable multiclass interpretation	47
Many-Objective Evolutionary Algorithm based on Dominance Degree	47
TomFusioNet: A tomato crop analysis framework for mobile applications using the multi-objective optimization based late fusion of deep models and background elimination	47
The knowledge trajectory and thematic evolution of the rough sets research: A main path and scientific mapping analysis	46
Tree-shaped multiobjective evolutionary CNN for hyperspectral image classification	46
Feature space transformation of user-clicks and deep transfer learning framework for fraudulent publisher detection in online advertising	46
Cybernetic-parsimonious MCDM modeling with application to the adoption of Circular Economy in waste management	46
An efficient reinforcement learning scheme for the confinement escape problem	46
Deep features based convolutional neural network model for text and non-text region segmentation from document images	46
Adaptive learning on hierarchical data streams using window-weighted Gaussian probabilities	46
Efficiency analysis of binary metaheuristic optimization algorithms for uncapacitated facility location problems	45
Combination weighting method using Z-numbers for multi-criteria decision-making	45
Breast cancer classification using Deep Q Learning (DQL) and gorilla troops optimization (GTO)	45
Automatic optimization for generating adversarial malware based on prioritized evolutionary computing	45
An adaptation framework with unified embedding reconstruction for cross-corpus speech emotion recognition	45
Automated design of heuristics for the container relocation problem using genetic programming	45
Software and hardware synergy for accelerated plant disease identification	45
A method based on Generative Adversarial Networks for disentangling physical and chemical properties of stars in astronomical spectra	45