Soft Computing

Article	Citations
Effect of KIF15 as a promoter role in the progression of osteosarcoma based on TCGA database	200
Editorial to the special issue on quantum intelligent systems and deep learning	174
Neural dynamics: unraveling the impact of digital economy on regional growth	162
Context-aware ranking refinement with attentive semi-supervised autoencoders	148
Can LSH (locality-sensitive hashing) be replaced by neural network?	127
Exploration of the diagnostic accuracy of magnetic resonance cerebrovascular imaging based on intelligent medical systems for intracranial aneurysms	125
Cattle identification with muzzle pattern using computer vision technology: a critical review and prospective	118
Motorcyclist helmet detection in single images: a dual-detection framework with multi-head self-attention	115
A novel improved slime mould algorithm for engineering design	99
S-GWO-FH: sparsity-based grey wolf optimization algorithm for face hallucination	90
Quick flower pollination algorithm (QFPA) and its performance on neural network training	87
Assessing the role of new media in modern information society using the analytic network process	82
A case study on the identification of temporal changes in a residential district	75
An effective approach for predicting daily stock trading decisions using fuzzy inference systems	73
RETRACTED ARTICLE: Application of speech software based on mobile network technology in oral English teaching and classroom feedback	72
Retraction Note: Composite fault diagnosis of traction motor of high-speed train based on support vector machine and sensor	72
RETRACTED ARTICLE: Design of urban ecological landscape visualization system by using visual 3D model	71
Retraction Note: A novel two-stage optimized model for logo-based document image retrieval based on a soft computing framework	71
RETRACTED ARTICLE: An efficient resource management framework for big data using deep feed forward learning networks in smart health care systems	70
Forest fire rescue framework to jointly optimize firefighting force configuration and facility layout: a case study of digital-twin simulation optimization	68
A secure quantum homomorphic encryption ciphertext retrieval scheme	64
RETRACTED ARTICLE: Multi-function robot system in physical education teaching under big data environment	61
Stabilization of impulsive fuzzy dynamic systems involving Caputo short-memory fractional derivative	61
A collaborative filtering recommendation method based on emotional evaluation relations	60
Artificial bee colony algorithm using permutation encoding for the bounded diameter minimum spanning tree problem	60

RETRACTED ARTICLE: Efficient crowd counting model using feature pyramid network and ResNeXt	58
Existence and uniqueness of solution for fuzzy integral equations of product type	57
A greedy post-processing strategy for multi-objective performance optimization of general single-server finite queueing networks	55
Cellular automaton created as an m-ary product of algebraic quasi-multiautomata	54
Event-triggered synchronization of uncertain delayed generalized RDNNs	54
An efficient chaotic salp swarm optimization approach based on ensemble algorithm for class imbalance problems	54
Intelligent bearing fault diagnosis using swarm decomposition method and new hybrid particle swarm optimization algorithm	53
Safety-integrated single-row machine layout problem optimization using GA and TS with a novel heuristic rule support	52
Predicting daily wind speed using coupled multi-layer perceptron model with water strider optimization algorithm based on fuzzy reasoning and Gamma test	52
Application of the deep transfer learning framework for hydatid cyst classification using CT images	49
Adaptive multi-objective particle swarm optimization using three-stage strategy with decomposition	49
Retraction Note: Feature optimization by discrete weights for heart disease prediction using supervised learning	47
Development of a new hesitant fuzzy ranking model for NTMP ranking problem	47
GPU implementation of an incomplete Cholesky conjugate gradient solver for a FEM-generated system using full kernel consolidation	47
Classification of Gurumukhi month’s name images using various convolutional neural network optimizers	46
On weak G-completeness for fuzzy metric spaces	45
Fuzzy random classical and inverse median location problems	45
Exploring invariance of concept stability for attribute reduction in three-way concept lattice	45
Assessing the health ability based on health monitoring using fuzzy for monitoring geriatrics care and amputees	44
Lens law based optimization algorithm: a novel approach	44
Channel pruning method driven by similarity of feature extraction capability	44
Incremental method of generating decision implication canonical basis	44
Unification of methods for new types of fuzzy sets: general approximation spaces with relational morphisms	43
RETRACTED ARTICLE: Prediction of gestational diabetes based on explainable deep learning and fog computing	43
Enterprise financial risk model based on cloud computing in age of big data	43
RETRACTED ARTICLE: Optimal path planning and data simulation of emergency material distribution based on improved neural network algorithm	43
Novel non-Kernel quadratic surface support vector machines based on optimal margin distribution	43
Lqr-based PID controller with variable load tuned with data-driven methods for double inverted pendulum	42
Thermal imaging-based diagnostic process using explainable artificial intelligence for 3D printing system	42
Creep parameter inversion for high CFRDs based on improved BP neural network response surface method	41
An adaptive Q-learning based particle swarm optimization for multi-UAV path planning	41
Design of interactive enterprise financial system based on Multi-user scheduling and cellular network	40
IoT-inspired teaching for legal education: AI-based learning based on decision tree algorithm	40
A multi-UAV assisted non-orthogonal multiple access based relay system for minimal average receiving rate maximization	40
Preprocessing techniques with medical ultrasound common carotid artery images	40
Slow manifold analysis of modified burst model in the saccadic system	40
Hybrid quantum genetic algorithm with adaptive rotation angle for the 0-1 Knapsack problem in the IBM Qiskit simulator	40
Retraction Note: Automatic text classification using machine learning and optimization algorithms	39
Two different approaches for consistency of intuitionistic multiplicative preference relation using directed graph	39
K-means monarchy butterfly optimization for feature selection and Bi-LSTM for arrhythmia classification	39
A data augmentation method for war trauma based on the regression model and deep neural networks	39
Retraction Note: Interpolative Leishman-stained transformation invariant deep pattern classification for white blood cells	39
Retraction Note: Numerical simulation and analysis of the three-step excavation of an extra-large cross section and a low flat-ratio railway tunnel	39
RETRACTED ARTICLE: Deep learning method for traffic accident prediction security	39
RETRACTED ARTICLE: iTSA: an improved Tunicate Swarm Algorithm for defensive resource assignment problem	38
Some interval-valued spherical fuzzy Frank Choquet integral operators in multicriteria decision making	38
Trust aware secured energy efficient fuzzy clustering-based protocol in wireless sensor networks	38
RETRACTED ARTICLE: Road vehicle recognition algorithm in safety assistant driving based on artificial intelligence	38
Extended ExpTODIM technique based on GRA for capability evaluation of real estate general contractors with hesitant triangular fuzzy information	38
A developed framework for multi-document summarization using softmax regression and spider monkey optimization methods	38

AENCIC: a method to estimate the number of clusters based on image complexity to be used in fuzzy clustering algorithms for image segmentation	38
Retraction Note: A model predictive controller for improvement in power quality from a hybrid renewable energy system	37
Modified grasshopper optimization algorithm-based genetic algorithm for global optimization problems: the system of nonlinear equations case study	37
RETRACTED ARTICLE: Minimal key set of binary key-derivation tree in cloud storage	37
Retraction Note: Minimal key set of binary key-derivation tree in cloud storage	37
Retraction Note: video analytics-based intelligent surveillance system for smart buildings	36
Fuzzy natural transform method for solving fuzzy differential equations	36
RETRACTED ARTICLE: Sentiment analysis using treebank filtered preprocess with relevant vector boost classifier	36
Research on innovation and development of university instructional administration informatization in IoT and big data environment	36
Navigational strategy of a biped robot using regression-adaptive PSO approach	36
Construction waste resource utilization and energy consumption calculation based on Internet of things	36
RETRACTED ARTICLE: Blind code estimation of multi-antenna direct-spread CDMA with long-code signal using decomposition technique	35
Analytical model to predict diabetic patients using an optimized hybrid classifier	35
RETRACTED ARTICLE: An evaluation of AI-based college music teaching using AHP and MOORA	35
Multi-choice fractional stochastic multi-objective transportation problem	35
Drug-based recommendation system based on deep learning approach for data optimization	35
Fuzzy rough sets based on modular hemimetrics	35
Construction and empirical research of a subjective-and-objective-analysis model of the online learning behavior	35
Fuzzy with adaptive membership function and deep learning model for frequency control in PV-based microgrid system	35
An adaptive neuro-fuzzy inference system to monitor and manage the soil quality to improve sustainable farming in agriculture	34
A new evolutionary optimization based on multi-objective firefly algorithm for mining numerical association rules	34
Evolutionary optimization in VANET services: a comprehensive survey, challenges and futuristic approach	34
A variable precision multigranulation rough set model and attribute reduction	34
A new metaheuristic optimization algorithm based on the participation of smart students to increase the class performance	34
Protection technique for performance improvement in GMPLS networks	34
Incremental learning for Lagrangian ε-twin support vector regression	33
Toward implementing efficient image processing algorithms on quantum computers	33
Why does economics need complexity?	33
A novel fractional-order accumulation grey power model and its application	32
PPO: a new nature-inspired metaheuristic algorithm based on predation for optimization	32
Forecasting road traffic accident using deep artificial neural network approach in case of Oromia Special Zone	32
Prediction of Marshall stability of asphalt concrete reinforced with polypropylene fibre using different soft computing techniques	32
RETRACTED ARTICLE: Performance evaluation of deep learning techniques for lung cancer prediction	32
Attribute reduction based on interval-set rough sets	31
Correction to: Periodic event-triggered modified repetitive control with equivalent-input-disturbance estimator based on T-S fuzzy model for nonlinear systems	31
Two-way threshold-based intelligent water drops feature selection algorithm for accurate detection of breast cancer	31
Context receptive field and adaptive feature fusion for fabric defect detection	31
A new limited memory method for unconstrained nonlinear least squares	31
Multi-focus image fusion using anisotropic diffusion filter	31
Stability and admissibility analysis of T–S descriptive systems and its applications	31
Heterogeneous ant colony optimization based on adaptive interactive learning and non-zero-sum game	31
RETRACTED ARTICLE: An approach for disease prediction and classification using novel weighting method and multichannel shared functional behaviour	31
On the use of single non-uniform mutation in lightweight metaheuristics	31
Lung cancer diagnosis using Hessian adaptive learning optimization in generative adversarial networks	31
Q-learning-based metaheuristic algorithm for thermoeconomic optimization of a shell-and-tube evaporator working with refrigerant mixtures	30
DenseNet-II: an improved deep convolutional neural network for melanoma cancer detection	30
Towards automatically generating meal plan based on genetic algorithm	30
A customized TOPSIS method to rank the best airlines to fly during COVID-19 pandemic with q-rung orthopair multi-fuzzy soft information	30
Designing of neural network-based SoSMC for autonomous underwater vehicle: integrating hybrid optimization approach	30
Human emotion recognition based on brain signal analysis using fuzzy neural network	30
RETRACTED ARTICLE: Automated brain tumor detection and segmentation using modified UNet and ResNet model	30
Quantum-enhanced filter: QFilter	30
Development of speech recognition system for remote vocal music teaching based on Markov model	29
A hybridization of grey wolf optimizer and genetic algorithm for the traveling salesman problems	29
Decision-making problem based on generalized interval-valued bipolar neutrosophic Einstein fuzzy aggregation operator	29
Optimal solution for hydro–thermal–wind–solar scheduling using opposition-based whale optimization algorithm	29
A hybrid CNN architecture for skin lesion classification using deep learning	29
Retraction Note: Real-time hook selection: a soft computing enabled future location protection mechanism in WSN using LTR measures and random seeding approach	28
Option pricing under sub-mixed fractional Brownian motion based on time-varying implied volatility using intelligent algorithms	28
Software defect prediction employing BiLSTM and BERT-based semantic feature	28
An optimization algorithm for the multi-objective flexible fuzzy job shop environment with partial flexibility based on adaptive teaching–learning considering fuzzy processing times	28
Missile trajectory defense planning and data simulation based on deep learning algorithm	28
An intrusion detection system for wireless sensor networks using deep neural network	28
RETRACTED ARTICLE: PSO-based optimization for EEG data and SVM for efficient deceit identification	28
RETRACTED ARTICLE: High-performance computing-enabled probabilistic framework for migration from monolithic to microservices architecture using genetic algorithms	28
Editorial on “recent advances in logistics transportation with autonomous systems”	28
A ranking method based on Muirhead mean operator for group decision making with complex interval-valued q-rung orthopair fuzzy numbers	28
LRFM—based association rule mining for dentistry services patterns identification (case study: a dental center in Iran)	28
RETRACTED ARTICLE: Simulation of rural landscape standardization effects by using 3D image reconstruction and virtual reality	27
CoverGAN: cover photo generation from text story using layout guided GAN	27
Generative adversarial networks with modified wasp swarm algorithm-based early-stage breast cancer detection techniques	27
RETRACTED ARTICLE: Simulation of university sculpture environmental art design based on machine learning and image feature recognition	27
Necessary and sufficient condition for the existence of solutions to two-point boundary value problem of fuzzy linear multi-term fractional differential equations	27
Construction and measurement of multi-objective industry value chain height index based on channel allocation algorithm of mobile network virtualization	27
RETRACTED ARTICLE: Predictive modelling for molecular cancer profile classification using hybrid learning techniques	27
RETRACTED ARTICLE: Application of dynamic database based on machine learning in enterprise intellectual property management	27
Improved snake optimizer based on forced switching mechanism and variable spiral search for practical applications problems	27
An improved sparrow search algorithm optimized fuzzy controller for the tea water-removin temperature control system	26
Efficient clustering in data mining applications based on harmony search and k-medoids	26
Search in forest optimizer: a bioinspired metaheuristic algorithm for global optimization problems	26

Campus IoT system and students’ employment education innovation based on mobile edge computing	26
A fast interpolation-based multi-objective evolutionary algorithm for large-scale multi-objective optimization problems	26
Tourism demand forecasting using stacking ensemble model with adaptive fuzzy combiner	26
Multi-ant colony algorithm based on the Stackelberg game and incremental learning	26
New Vigenere method with pseudo-random affine functions for color image encryption	26
Retraction Note: An efficient method for human hand gesture detection and recognition using deep learning convolutional neural networks	26
Retraction Note: An optimal approach to detect retinal diseases by performing segmentation of retinal blood vessels using image processing	25
Retraction Note: A 9-bit pseudo-noise-based calibrated successive approximation ADC with differential/integral nonlinearity enhancement	25
Cooperative enhancement method of train operation planning featuring express and local modes for urban rail transit lines	25
On unification of categories of fuzzy automata as Qua category	25
An indoor scene recognition system based on deep learning evolutionary algorithms	25
An intelligent tutoring system for new student model using fuzzy soft set-based hybrid optimization algorithm	25
Correction to: Multi-objective DOA estimation in automotive radar using a Sailfish optimizer with Latin hypercube sampling	25
Analysis of the number of students in general colleges and universities in China with uncertain statistics	25
Grain condition inspection: one improved grey wolf algorithm for nodes deployment optimization combining with path planning of multi-inspection robots	25
A hybrid decision-making framework to manage occupational stress in project-based organizations	25
Retraction Note: Classification of health care products using hybrid CNN-LSTM model	25
Block chain-based trusted smart contract for secure mobile user payment gateway in e-health systems	25
Generalized mapping for multiset rewriting systems	25
An evolutionary trajectory planning algorithm for multi-UAV-assisted MEC system	25
Pythagorean fuzzy time series model based on Pythagorean fuzzy c-means and improved Markov weighted in the prediction of the new COVID-19 cases	24
RETRACTED ARTICLE: An ensemble deep learning classifier for sentiment analysis on code-mix Hindi–English data	24
Image recognition of sports dance teaching and auxiliary function data verification based on neural network algorithm	24
FedOPT: federated learning-based heterogeneous resource recommendation and optimization for edge computing	24
RETRACTED ARTICLE: Consensus tracking-based clock synchronization for the Internet of Things	24
Domain adaptation framework with ensemble of fuzzy rules-based ELMs for remote-sensing image classification	24
Modeling of metaheuristic-based dual cluster head selection with routing protocol for energy-efficient wireless sensor networks	24
Feature selection based on correlation label and B-R belief function (FSCLBF) in multi-label data	24
Ensemble classification for intrusion detection via feature extraction based on deep Learning	24
Automatic detection of weeds: synergy between EfficientNet and transfer learning to enhance the prediction accuracy	24
RETRACTED ARTICLE: Empirical evidence of effects of stringency amid Covid-19 pandemic spread	24
Interval valued picture fuzzy matrix: basic properties and application	24
Fc-gcn: A formal concept-enhanced graph convolution network model	24
A bi-level programming model for optimal EV charging scheduling and operation in residential communities	24
Recognition of shed damage on 11-kV polymer insulator using Bayesian optimized convolution neural network	24
Retraction Note: Data monitoring in student psychological automatic evaluation system by using dynamic acquisition algorithm	23
PCA-based gender classification system using hybridization of features and classification techniques	23
A multi-criteria group decision-making method based on fuzzy rough number for optimal water supply strategy	23
Socio-inspired evolutionary algorithms: a unified framework and survey	23
RETRACTED ARTICLE: Data simulation of optimal model for numerical solution of differential equations based on deep learning and genetic algorithm	23
A novel cluster based reliable security enhancement in FANET directed by game theory	23
Application of soft computing and statistical methods to predict rock mass permeability	23
Retraction Note: Multi-objective analysis model of labor mobility behavior in energy enterprises based on point-to-point network	23
Efficient COVID-19 detection using data mining algorithms: a comparison of basic and hybrid approaches	23
Retraction Note: Manifold fitting algorithm of noisy manifold data based on variable-scale spectral graph	23
RETRACTED ARTICLE: DQSCTC: design of an efficient deep dyna-Q network for spinal cord tumour classification to identify cervical diseases	23
Hybrid visual computing models to discover the clusters assessment of high dimensional big data	23
Blockchain and mobile client privacy protection in e-commerce consumer shopping tendency identification application	23
Retraction Note: Pedestrian identification using motion-controlled deep neural network in real-time visual surveillance	23
Approximation of simplicial complexes using matroids and rough sets	23
RETRACTED ARTICLE: Supervision of ideological and political construction based on decision support system of digital platform in psychological health education	22
Correction to: Compound fault diagnosis for cooling dehumidifier based on RBF neural network improved by kernel principle component analysis and adaptive genetic algorithm	22
Comparative analysis of data-driven models and signal processing techniques in the monthly maximum daily precipitation prediction of El Kerma station Northeast of Algeria	22
Shuffled multi-evolutionary algorithm with linear population size reduction	22
Retraction Note: An integrated multi-criteria decision-making approach for identifying the risk level of musculoskeletal disorders among handheld device users	22
Biological survival optimization algorithm with its engineering and neural network applications	22
Development and evaluation of M + 1-way classification mechanism realized through identifying foreign patterns	22
Prototype generation in the string space via approximate median for data reduction in nearest neighbor classification	22
A new probability transformation approach of mass function	22
Moments estimation for multi-factor uncertain differential equations based on residuals	22
RETRACTED ARTICLE: Music mode analysis and teaching enlightenment research under the background of digital education	22
Vector-based uncertain ordered density weighted averaging: a family of incentive-oriented aggregation operators	22
Opposition-based chaotic Henry’s law-soluble gas, hybridization of chelonioidea with anthoathecata and vaporization of liquid optimization algorithms for power loss diminution	22
Importance of quantum technology in economy paradigm shift	22
Rickart residuated lattices	22
Identification of protein-coding regions using optimized sinusoidal assisted variational mode decomposition based on swarm optimization algorithm	21
A novel decision-making methodology for materials selection under uncertainty: modified fuzzy logic method	21
Application of unthresholded recurrence plots and texture analysis for industrial loops with faulty valves	21
An AI fuzzy clustering-based routing protocol for vehicular image recognition in vehicular ad hoc IoT networks	21
RETRACTED ARTICLE: Machine learning in molecular communication and applications for health monitoring networks	21
Resource management in fog computing using greedy and semi-greedy spider monkey optimization	21
Modified GRA methodology for MADM under triangular fuzzy neutrosophic sets and applications to blended teaching effect evaluation of college English courses	21
GRP and CRITIC method for probabilistic uncertain linguistic MAGDM and its application to site selection of hospital constructions	21
Classification of clustered health care data analysis using generative adversarial networks (GAN)	21
RETRACTED ARTICLE: Design of computer interactive teaching system by using feature extraction algorithm and multimedia technology	21
Partial orders induced by the smallest and greatest nullnorms on bounded lattices	21
Machine learning algorithm ensembles for early oral cancer risk assessment using Raman cyto-spectroscopy	21
Pain detection through facial expressions in children with autism using deep learning	21
Software project measurement based on the 5P model	21
Deep-learning-based road crack detection frameworks for dashcam-captured images under different illumination conditions	21
RETRACTED ARTICLE: Application of intelligent audio data based on hash storage in vocal music teaching platform	21
Mean–variance–skewness portfolio optimization with uncertain returns via co-skewness	21
Min-cost route problems for multimodal sustainable logistics cooperation	21
A neutrosophic enhanced best–worst method for performance indicators assessment in the renewable energy supply chain	21
Competitive teaching–learning-based optimization for multimodal optimization problems	21
Quality-based design of supply chains considering supplier and technology effects	21
Are finite affine topological systems worthy of study?	21
Unrelated parallel batch processing machine scheduling for production systems under carbon reduction policies: NSGA-II and MOGWO metaheuristics	21
FIR digital filter design based on improved artificial bee colony algorithm	21
Data mining-based innovative model for mental health of college students using IoT and big data analysis	21
Mehar approach to solve neutrosophic linear programming problems using possibilistic mean	20
A novel elitist fruit fly optimization algorithm	20
KNN dynamic expansion query based on artificial intelligence and popular music curriculum optimization	20
A new multi-objective hyperparameter optimization algorithm for COVID-19 detection from x-ray images	20
Deep neural network with reduced feature for classification of breast cancer mammogram	20