Applied Soft Computing

Article	Citations
Fuzzy and elitist cuckoo search based microscopic image segmentation approach	460
A multi-root solver for discontinuous and non-differentiable equations by integrating genetic algorithm and derivative-free iterative methods	289
MPC using an on-line TS fuzzy learning approach with application to autonomous driving	287
Graph-driven feature selection via granular-rectangular neighborhood rough sets for interval-valued data sets	252
Evolving temporal convolutional neural networks for modeling turntable servo systems	235
Deadlock-free production using Dempster–Shafer and preset methods in predictive scheduling for multiagent controlled flexible manufacturing systems	214
An efficient reinforcement learning scheme for the confinement escape problem	212
Adaptive learning on hierarchical data streams using window-weighted Gaussian probabilities	170
A software trustworthiness evaluation methodology for cloud services with picture fuzzy information	167
Tree-shaped multiobjective evolutionary CNN for hyperspectral image classification	163
Forecasting the seasonal natural gas consumption in the US using a gray model with dummy variables	153
Cost based Random Forest Classifier for Intrusion Detection System in Internet of Things	148
Hyperspectral image change detection based on active convolutional neural network and spatial–spectral affinity graph learning	142
Low-epsilon adversarial attack against a neural network online image stream classifier	134
Automatic frequency-based feature selection using discrete weighted evolution strategy	133
New benchmark algorithms for No-wait Flowshop Group Scheduling Problem with Sequence-Dependent Setup Times	131
Weighted Centroids in Adaptive Nelder–Mead Simplex: With heat source locator and multiple myeloma predictor applications	129
An approach to investigate fairness using Dominance-based Rough Sets Analysis—How fair were the COVID-19 restriction decisions in the UK?	122
A grid-level segmentation model based on encoder-decoder structure with multi-source features for crop lodging detection	121
Dynamic trajectory partition optimization method based on historical trajectory data	119
Pruned lightweight neural networks for arrhythmia classification with clinical 12-Lead ECGs	119
A systematic literature review on traditional to artificial intelligence based socio-behavioral disorders diagnosis in India: Challenges and future perspectives	116
Ant colony optimization-based method for energy-efficient cutting trajectory planning in axial robotic roadheader	113
Forecasting crude oil futures prices using BiLSTM-Attention-CNN model with Wavelet transform	111
Robust echo state network with Cauchy loss function and hybrid regularization for noisy time series prediction	110

From black box to clear box: A hypothesis testing framework for scalar regression problems using deep artificial neural networks	109
A deep local-temporal architecture with attention for lightweight human activity recognition	108
COVID-WideNet—A capsule network for COVID-19 detection	107
Information fusion-based genetic algorithm with long short-term memory for stock price and trend prediction	107
A Lyapunov-stability-based context-layered recurrent pi-sigma neural network for the identification of nonlinear systems	106
SVM-based anomaly detection in remote working: Intelligent software SmartRadar	105
A modified convolutional neural network architecture for diabetic retinopathy screening using SVDD	105
Autonomous navigation of UAV in multi-obstacle environments based on a Deep Reinforcement Learning approach	102
An enhanced genetic algorithm for path planning of autonomous UAV in target coverage problems	101
Impact of the learners diversity and combination method on the generation of heterogeneous classifier ensembles	99
Walk-forward empirical wavelet random vector functional link for time series forecasting	97
An effective iterated greedy algorithm for solving a multi-compartment AGV scheduling problem in a matrix manufacturing workshop	97
An outward search to increase population diversity for optimization algorithms	96
A self-adaptive gradient-based particle swarm optimization algorithm with dynamic population topology	96
Forecasting daily Covid-19 cases in the world with a hybrid ARIMA and neural network model	95
Evaluate the competence of fuzzy preference using statistical conflict in the frame of DS evidence theory	95
Multi-level features fusion network-based feature learning for machinery fault diagnosis	95
Multi-surrogate assisted binary particle swarm optimization algorithm and its application for feature selection	94
Cooperative task allocation for multi heterogeneous aerial vehicles using particle swarm optimization algorithm and entropy weight method	94
Multi-fidelity evolutionary multitasking optimization for hyperspectral endmember extraction	92
A text mining-based framework to discover the important factors in text reviews for predicting the views of live streaming	92
A 2-phase prediction of a non-stationary time-series by Taylor series and reinforcement learning	92
Automatic expression recognition of face image sequence based on key-frame generation and differential emotion feature	91
Collaborative scheduling of operating room in hospital network: Multi-objective learning variable neighborhood search	90
Medical image fusion via discrete stationary wavelet transform and an enhanced radial basis function neural network	89
Maximizing minority accuracy for imbalanced pattern classification problems using cost-sensitive Localized Generalization Error Model	87
A survey on deep learning applications in wheat phenotyping	86
Application of artificial bee colony programming techniques for predicting the compressive strength of recycled aggregate concrete	85
Limit surface/states searching algorithm with a deep neural network and Monte Carlo dropout for nuclear power plant safety assessment	84
Utilizing IoT to design a relief supply chain network for the SARS-COV-2 pandemic	84
Towards explainable TOPSIS: Visual insights into the effects of weights and aggregations on rankings	84
A dynamic dual-population co-evolution multi-objective evolutionary algorithm for constrained multi-objective optimization problems	83
Combining subjective and objective weights considerations to solve the emergency location selection problems under spherical fuzzy environments	82
A deep learned type-2 fuzzy neural network: Singular value decomposition approach	82
A computational tool for trend analysis and forecast of the COVID-19 pandemic	81
Multi-resources co-scheduling optimization for home healthcare services under the constraints of service time windows and green transportation	80
Hyper-parameter tuned light gradient boosting machine using memetic firefly algorithm for hand gesture recognition	79
A multi-objective two-echelon location-routing problem for cash logistics: A metaheuristic approach	79
A three-level nested portfolio optimization model with position allocation	78
Influence measure-based large-scale group decision making with linear uncertain preference relations	78
Optimized task scheduling approach with fault tolerant load balancing using multi-objective cat swarm optimization for multi-cloud environment	78
A branched Convolutional Neural Network for RGB-D image classification of ceramic pieces	78
A three-way decision method based on cumulative prospect theory for the hierarchical diagnosis and treatment system of chronic diseases	78
A dynamic uncertainty-aware ensemble model: Application to lung cancer segmentation in digital pathology	77
A new prediction-based evolutionary dynamic multiobjective optimization algorithm aided by Pareto optimal solution estimation strategy	77
Machine learning based improved cross-project software defect prediction using new structural features in object oriented software	77
A Bayesian Imprecise Classification method that weights instances using the error costs	76
Cost-sensitive stacked long short-term memory with an evolutionary framework for minority class detection	76
Collaborative semantic representation network for metaphor detection	76
Multi-unit stacked architecture: An urban scene segmentation network based on UNet and ShuffleNetv2	76

Effects of memory and genetic operators on Artificial Bee Colony algorithm for Single Container Loading problem	75
An ensemble multi-swarm teaching–learning-based optimization algorithm for function optimization and image segmentation	75
Improved tunicate swarm algorithm: Solving the dynamic economic emission dispatch problems	73
A novel weight pruning strategy for light weight neural networks with application to the diagnosis of skin disease	73
Roulette wheel-based level learning evolutionary algorithm for feature selection of high-dimensional data	73
Evolutionary multitasking for bidirectional adaptive codec: A case study on vehicle routing problem with time windows	73
Integrating adaptive input length selection strategy and unsupervised transfer learning for bearing fault diagnosis under noisy conditions	72
Assessing the barriers of digitally sustainable transportation system for persons with disabilities using Fermatean fuzzy double normalization-based multiple aggregation method	72
A multi-objective effort-aware defect prediction approach based on NSGA-II	72
Counter-act against GAN-based attacks: A collaborative learning approach for anti-forensic detection	72
Scalability of knowledge distillation in incremental deep learning for fast object detection	72
Adjusted SpikeProp algorithm for recurrent spiking neural networks with LIF neurons	71
Graph Sample and Aggregate Attention Network optimized with Barnacles Mating Algorithm based Sentiment Analysis for Online Product Recommendation	71
A seasonal-trend decomposition-based dendritic neuron model for financial time series prediction	71
Single-objective and multi-objective mixed-variable grey wolf optimizer for joint feature selection and classifier parameter tuning	71
Three-way fusion measures and three-level feature selections based on neighborhood decision systems	70
Bayesian neural networks for virtual flow metering: An empirical study	69
Inverse order based optimization method for task offloading and resource allocation in mobile edge computing	69
Memetic binary differential evolution to solve wind–thermal profit based unit commitment problem	69
Support vector regression-based heteroscedastic models for cryptocurrency risk forecasting	68
Deep learned features selection algorithm: Removal operation of anomaly feature maps (RO-AFM)	68
A context-ensembled refinement network for image segmentation of coated fuel particles	67
A simheuristic approach towards supply chain scheduling: Integrating production, maintenance and distribution	67
RDCSAE-RKRVFLN: A unified deep learning framework for robust and accurate DOA estimation	67
Reinforcement learning based fractional fuzzy controller for photovoltaic systems	67
Application of the time-distributed layer in the controller of memory-augmented neural networks to classify brain activities into motor imagery and motor execution	67
A synergy of the adaptive whale optimization algorithm and differential evolution for abrupt motion tracking	66
Soft measurement of effluent index in sewage treatment process based on overcomplete broad learning system	66
Quantum fractional order Darwinian particle swarm optimization for hyperspectral multi-level image thresholding	66
Collaborative recommendation model based on multi-modal multi-view attention network: Movie and literature cases	66
Efficient (2N+1) selective harmonic elimination in modular multilevel converters using an evolutionary many-tasking approach with prior knowledge	66
A dissimilarity-based approach to automatic classification of biosignal modalities	66
High-precision linearized interpretation for fully connected neural network	66
Forecasting fully vaccinated people against COVID-19 and examining future vaccination rate for herd immunity in the US, Asia, Europe, Africa, South America, and the World	65
Anticipatory transport system with hybrid linear and nonlinear forecasting using streaming wafer process data	65
An evidence theory-based large group FMEA framework incorporating bounded confidence and its application in supercritical water gasification system	65
A GRASP-based algorithm for solving the emergency room physician scheduling problem	65
Mathematical analysis of generative adversarial networks based on complex picture fuzzy soft information	65
An effective fake news detection method using WOA-xgbTree algorithm and content-based features	65
Meta deep learning based rotating machinery health prognostics toward few-shot prognostics	65
A multiplicative maximin-based evaluation approach for evolutionary many-objective optimization	64
Forecasting Bitcoin returns with long short-term memory networks and wavelet decomposition: A comparison of several market determinants	64
Meta-heuristic as manager in federated learning approaches for image processing purposes	64
Dynamic random distribution learning rate for neural networks training	64
A wavelet-based deep learning pipeline for efficient COVID-19 diagnosis via CT slices	64
Balancing accuracy and diversity in ensemble learning using a two-phase artificial bee colony approach	64
Dealing with distribution mismatch in semi-supervised deep learning for COVID-19 detection using chest X-ray images: A novel approach using feature densities	63
SwinYOLOv7: Robust ship detection in complex synthetic aperture radar images	63
Data-driven estimation of TBM performance in soft soils using density-based spatial clustering and random forest	62
ENIC: Ensemble and Nature Inclined Classification with Sparse Depiction based Deep and Transfer Learning for Biosignal Classification	62
Consensus progress for large-scale group decision making in social networks with incomplete probabilistic hesitant fuzzy information	62
Deep learning based source identification of environmental audio signals using optimized convolutional neural networks	62
Recurrent ensemble random vector functional link neural network for financial time series forecasting	61
Towards white box modeling of compressive strength of sustainable ternary cement concrete using explainable artificial intelligence (XAI)	61
Quantum Fruit Fly algorithm and ResNet50-VGG16 for medical diagnosis	60
Selection of IoT service provider for sustainable transport using q-rung orthopair fuzzy CRADIS and unknown weights	60
Fast-Dynamic Grey Wolf Optimizer for solving model order reduction of bilinear systems based on multi-moment matching technique	60
A mixing algorithm of ACO and ABC for solving path planning of mobile robot	60
Extended belief rule-based system using bi-level joint optimization for environmental investment forecasting	60
Attention-based multimodal sentiment analysis and emotion recognition using deep neural networks	60
Two model-free schemes for solving kinematic tracking control of redundant manipulators using CMAC networks	59
An application of real coded Self-organizing Migrating Genetic Algorithm on a two-warehouse inventory problem with Type-2 interval valued inventory costs via mean bounds optimization technique	59
Opinion formation over dynamic hierarchical networks with acquaintances and strangers: A genetic variation based double-mechanism framework	59
Promoting the physician–patient consensus with a hesitant fuzzy linguistic consensus method based on betweenness relation	59
Component-based 2-/3-dimensional nearest neighbor search based on Elias method to GPU parallel 2D/3D Euclidean Minimum Spanning Tree Problem	58
Heterogeneous multi-project multi-task allocation in mobile crowdsensing using an ensemble fireworks algorithm	58
Comparative empirical study on constraint handling in offline data-driven evolutionary optimization	58
Soft Computing for Intelligent Edge Computing	57
A parallel chimp optimization algorithm based on tracking-learning and fuzzy opposition-learning behaviors for data classification	57
Resource provisioning in scalable cloud using bio-inspired artificial neural network model	57
Fuzzy hypothesis testing: Systematic review and bibliography	57
Sampling-based test scenarios searching method for autonomous system robustness evaluation	56
Discrete grey wolf optimization algorithm for solving k-coverage problem in directional sensor networks with network lifetime maximization viewpoint	56
Cascaded panoptic segmentation method for high resolution remote sensing image	56
Using Hill Climb Assembler Encoding neural networks to control follower vehicles in an underwater swarm	56
AWAP: Adaptive weighted attribute propagation enhanced community detection model for bitcoin de-anonymization	56
Multiobjective sparrow search feature selection with sparrow ranking and preference information and its applications for high-dimensional data	56
A multi-objective chicken swarm optimization algorithm based on dual external archive with various elites	55
Three-stage fuzzy-metaheuristic algorithm for smart cities: Scheduling mobile charging and automatic rule tuning in WRSNs	55
Position-based focal loss for diverse and relevant response generation	55

A framework for inverse surrogate modeling for fitness estimation applied to Multi-Objective Evolutionary Algorithms	55
An online learning algorithm for a neuro-fuzzy classifier with mixed-attribute data	55
Strengthening evolution-based differential evolution with prediction strategy for multimodal optimization and its application in multi-robot task allocation	54
Investigations of color image segmentation based on connectivity measure, shape priority and normalized fuzzy graph cut	54
Field features: The impact in learning to rank approaches	54
Dynamic multi-objective evolutionary algorithm with objective space prediction strategy	54
Dual-mutation mechanism-driven snake optimizer for scheduling multiple budget constrained workflows in the cloud	54
An optimized support vector regression for prediction of bearing degradation	54
A social participatory allocation network method with partial relations of alternatives and its application in sustainable food supply chain selection	53
Detecting malicious activity in Twitter using deep learning techniques	53
High-performance and ultra-compact spike-based architecture for real-time acoustic echo cancellation	53
DHAN: Encrypted JPEG image retrieval via DCT histograms-based attention networks	53
Continuous intuitionistic fuzzy sets (CINFUS) and their AHP&TOPSIS extension: Research proposals evaluation for grant funding	53
A representation learning framework for stock movement prediction	53
Neutrosophic data envelopment analysis based on parametric ranking method	53
Feature selection for online streaming high-dimensional data: A state-of-the-art review	53
Fuzzy multi-perspective conformance checking for business processes	53
Remaining useful life prediction of rolling bearing under limited data based on adaptive time-series feature window and multi-step ahead strategy	52
Evaluating edge artificial intelligence-driven supply chain management platforms using collaborative large-scale fuzzy information fusion	52
Guided parallelized stochastic gradient descent for delay compensation	52
Deep factor asset pricing with policy guidance based on multi-source heterogeneous information	52
An effective discrete artificial bee colony for the rectangular cutting problem with guillotine in transformer manufacturing	52
Non-revisiting genetic cost-sensitive sparse autoencoder for imbalanced fault diagnosis	52
Oxygen starvation control of proton exchange membrane fuel cell through fusion control strategy	52
A lightweight multi-sensory field-based dual-feature fusion residual network for bird song recognition	51
Optimizing public transport system using biased random-key genetic algorithm	51
Modeling of limit order book data with ordered fuzzy numbers	51
Pattern similarity-based machine learning methods for mid-term load forecasting: A comparative study	50
Solving the number of cross-dock open doors optimization problem by combination of NSGA-II and multi-objective simulated annealing	50
Systematic review of software engineering uses of multi-criteria decision-making methods: Trends, bibliographic analysis, challenges, recommendations, and future directions	50
Robustified extreme learning machine regression with applications in outlier-blended wind-speed forecasting	50
Airport flight ground service time prediction with missing data using graph convolutional neural network imputation and bidirectional sliding mechanism	50
Risk assessment model with probabilistic linguistic fuzzy inference methods for maritime piracy crime and applications	50
Many-objective multilevel thresholding image segmentation for infrared images of power equipment with boost marine predators algorithm	50
Genetically optimized Fuzzy C-means data clustering of IoMT-based biomarkers for fast affective state recognition in intelligent edge analytics	49
Attribute reduction in inconsistent grey decision systems based on variable precision grey multigranulation rough set model	49
Uncertainty-based rainfall network design using a fuzzy spatial interpolation method	49
Classifying spam emails using agglomerative hierarchical clustering and a topic-based approach	49
Efficient method using Whale Optimization Algorithm for reliability-based design optimization of labyrinth spillway	49
Tracklet-switch and imperceivable adversarial attack against pedestrian Multi-Object Tracking trackers	49
Application of binary PSO for public cloud resources allocation system of video on demand (VoD) services	49
Multi-source heterogeneous information fusion fault diagnosis method based on deep neural networks under limited datasets	48
Over-complete deep recurrent neutral network based on wastewater treatment process soft sensor application	48
Long-term prediction of multiple types of time-varying network traffic using chunk-based ensemble learning	48
A K-means-Teaching Learning based optimization algorithm for parallel machine scheduling problem	48
Classical simulation of variational quantum classifiers using tensor rings	48
A collaborative central domain adaptation approach with multi-order graph embedding for bearing fault diagnosis under few-shot samples	47
Local search for weighted sum coloring problem	47
Sentiment analysis on a low-resource language dataset using multimodal representation learning and cross-lingual transfer learning	47
SGOP: Surrogate-assisted global optimization using a Pareto-based sampling strategy	47
FUME: An air quality decision support system for cities based on CEP technology and fuzzy logic	47
A GRASP-VND algorithm to solve the multi-objective fuzzy and sustainable Tourist Trip Design Problem for groups	47
Detection of safe areas in flood as emergency evacuation stations using modified particle swarm optimization with local search	47
Artificial Bee Colony Algorithm with Distant Savants for constrained optimization	47
Multi-scale 3D convolution feature-based Broad Learning System for Alzheimer’s Disease diagnosis via MRI images	47
Probability-optimal leader comprehensive learning particle swarm optimization with Bayesian iteration	47
Decision boundary clustering for efficient local SVM	47
Incorporated vehicle lateral control strategy for stability and enhanced energy saving in distributed drive hybrid bus	46
Real-time hierarchical risk assessment for UAVs based on recurrent fusion autoencoder and dynamic FCE: A hybrid framework	46
Progressive neighbors pursuit for radar images classification	46
Recognition of occluded objects by slope difference distribution features	46
An oversampling method based on differential evolution and natural neighbors	45
Distributed embodied evolution over networks	45
A kernel-free Laplacian quadratic surface optimal margin distribution machine with application to credit risk assessment	45
A policy optimization algorithm based on sample adaptive reuse and dual-clipping for robotic action control	45
Fuzzy least squares projection twin support vector machines for class imbalance learning	45
A computationally efficient approximation calculation method in dominance-based rough set approach	45
Fast calculation for approximations in Dominance-based Rough Set Approach using Dual Information Granule	45
A combined mixed integer programming and deep neural network-assisted heuristics algorithm for the nurse rostering problem	45
Aerodynamic data predictions based on multi-task learning	45
Relations and compositions between interval-valued complex fuzzy sets and applications for analysis of customers’ online shopping preferences and behavior	44
eXplainable Ensemble Strategy using distinct and restrict learning biases: A case study on the Brazilian Forest	44
An evolutionary multi-objective approach to learn from positive and unlabeled data	44
Incorporating park events into crime hotspot prediction on street networks: A spatiotemporal graph learning approach	44
Designing deep-network based novelty assessment model in Design education	44
Reliability analysis and ABC based optimization for CoMP-enabled systems over Nakagami-	44
Ultrasmall fully-convolution GVA-net for point cloud processing	44
Structured prediction of sparse dependent variables for traffic state estimation in large-scale networks	44
A Grammar-based multi-objective neuroevolutionary algorithm to generate fully convolutional networks with novel topologies	44
Population-based discrete state transition algorithm with decomposition and knowledge guidance applied to electrolytic cell maintenance decision	44
Learning Vector Quantization based predictor model selection for hourly load demand forecasting	43
Growable Genetic Algorithm with Heuristic-based Local Search for multi-dimensional resources scheduling of cloud computing	43
Evolutionary computation-based reliability quantification and its application in big data analysis on semiconductor manufacturing	43
Editorial Board	43
Future video frame prediction based on generative motion-assistant discriminative network	43
Fusion of region based extracted features for instance- and class-based CBIR applications	43
A fast parameter optimization approach based on the inter-cluster induced distance in the feature space for support vector machines	43
Imbalanced node classification with Graph Neural Networks: A unified approach leveraging homophily and label information	43
An integrated differential evolution algorithm for reconfigurable manufacturing systems	43
A statistical feature data mining framework for constructing scholars’ career trajectories in academic data	43
A cultural evolution with a modified selection function and adaptive α	42
An adaptive differential evolution with extended historical memory and iterative local search	42
Editorial Board	42
Rethinking transition relationship between co-occurring items in graph neural networks for session-based recommendation	42
Fourier Transform Layer: A proof of work in different training scenarios	42