Soft Computing

Article	Citations
A case study on the identification of temporal changes in a residential district	218
Context-aware ranking refinement with attentive semi-supervised autoencoders	216
Exploration of the diagnostic accuracy of magnetic resonance cerebrovascular imaging based on intelligent medical systems for intracranial aneurysms	176
Editorial to the special issue on quantum intelligent systems and deep learning	154
Enterprise financial risk model based on cloud computing in age of big data	140
IoT-inspired teaching for legal education: AI-based learning based on decision tree algorithm	135
Design of interactive enterprise financial system based on Multi-user scheduling and cellular network	133
Slow manifold analysis of modified burst model in the saccadic system	121
Forecasting road traffic accident using deep artificial neural network approach in case of Oromia Special Zone	108
A secure quantum homomorphic encryption ciphertext retrieval scheme	101
RETRACTED ARTICLE: Application of speech software based on mobile network technology in oral English teaching and classroom feedback	97
RETRACTED ARTICLE: Design of urban ecological landscape visualization system by using visual 3D model	96
Retraction Note: A novel two-stage optimized model for logo-based document image retrieval based on a soft computing framework	90
RETRACTED ARTICLE: An efficient resource management framework for big data using deep feed forward learning networks in smart health care systems	87
Retraction Note: Composite fault diagnosis of traction motor of high-speed train based on support vector machine and sensor	85
Motorcyclist helmet detection in single images: a dual-detection framework with multi-head self-attention	82
S-GWO-FH: sparsity-based grey wolf optimization algorithm for face hallucination	81
Quick flower pollination algorithm (QFPA) and its performance on neural network training	80
Assessing the role of new media in modern information society using the analytic network process	75
Stabilization of impulsive fuzzy dynamic systems involving Caputo short-memory fractional derivative	73
Channel pruning method driven by similarity of feature extraction capability	71
Unification of methods for new types of fuzzy sets: general approximation spaces with relational morphisms	70
RETRACTED ARTICLE: Multi-function robot system in physical education teaching under big data environment	64
A greedy post-processing strategy for multi-objective performance optimization of general single-server finite queueing networks	61
Cellular automaton created as an m-ary product of algebraic quasi-multiautomata	61

Retraction Note: Feature optimization by discrete weights for heart disease prediction using supervised learning	60
Development of a new hesitant fuzzy ranking model for NTMP ranking problem	60
Exploring invariance of concept stability for attribute reduction in three-way concept lattice	59
Classification of Gurumukhi month’s name images using various convolutional neural network optimizers	59
Lens law based optimization algorithm: a novel approach	58
Incremental method of generating decision implication canonical basis	58
Assessing the health ability based on health monitoring using fuzzy for monitoring geriatrics care and amputees	56
Preprocessing techniques with medical ultrasound common carotid artery images	55
A multi-UAV assisted non-orthogonal multiple access based relay system for minimal average receiving rate maximization	53
Novel non-Kernel quadratic surface support vector machines based on optimal margin distribution	53
Thermal imaging-based diagnostic process using explainable artificial intelligence for 3D printing system	52
Retraction Note: Interpolative Leishman-stained transformation invariant deep pattern classification for white blood cells	50
Retraction Note: Automatic text classification using machine learning and optimization algorithms	50
Human emotion recognition based on brain signal analysis using fuzzy neural network	50
Toward implementing efficient image processing algorithms on quantum computers	49
A hybrid CNN architecture for skin lesion classification using deep learning	49
Quantum-enhanced filter: QFilter	49
Some interval-valued spherical fuzzy Frank Choquet integral operators in multicriteria decision making	48
Correction to: Periodic event-triggered modified repetitive control with equivalent-input-disturbance estimator based on T-S fuzzy model for nonlinear systems	48
Fuzzy random classical and inverse median location problems	47
Prediction of Marshall stability of asphalt concrete reinforced with polypropylene fibre using different soft computing techniques	47
AENCIC: a method to estimate the number of clusters based on image complexity to be used in fuzzy clustering algorithms for image segmentation	47
Deep Gaussian processes with higher-order interface systems: a novel framework for predictive energy management in electric direct-drive wheels	47
Adaptive multi-objective particle swarm optimization using three-stage strategy with decomposition	46
A variable precision multigranulation rough set model and attribute reduction	46
Drug-based recommendation system based on deep learning approach for data optimization	45
Q-learning-based metaheuristic algorithm for thermoeconomic optimization of a shell-and-tube evaporator working with refrigerant mixtures	45
Incremental learning for Lagrangian ε-twin support vector regression	44
Effect of KIF15 as a promoter role in the progression of osteosarcoma based on TCGA database	44
RETRACTED ARTICLE: Deep learning method for traffic accident prediction security	44
Trust aware secured energy efficient fuzzy clustering-based protocol in wireless sensor networks	43
Two different approaches for consistency of intuitionistic multiplicative preference relation using directed graph	43
Towards automatically generating meal plan based on genetic algorithm	43
GPU implementation of an incomplete Cholesky conjugate gradient solver for a FEM-generated system using full kernel consolidation	42
A customized TOPSIS method to rank the best airlines to fly during COVID-19 pandemic with q-rung orthopair multi-fuzzy soft information	42
An effective approach for predicting daily stock trading decisions using fuzzy inference systems	42
A ranking method based on Muirhead mean operator for group decision making with complex interval-valued q-rung orthopair fuzzy numbers	42
Decision-making problem based on generalized interval-valued bipolar neutrosophic Einstein fuzzy aggregation operator	42
Development of speech recognition system for remote vocal music teaching based on Markov model	42
RETRACTED ARTICLE: An evaluation of AI-based college music teaching using AHP and MOORA	42
Optimal solution for hydro–thermal–wind–solar scheduling using opposition-based whale optimization algorithm	41
Stability and admissibility analysis of T–S descriptive systems and its applications	41
Hybrid quantum genetic algorithm with adaptive rotation angle for the 0-1 Knapsack problem in the IBM Qiskit simulator	41
Optimizing cost and battery health in home energy management systems using actor-critic fuzzy-rule networks under renewable energy uncertainty	40
PPO: a new nature-inspired metaheuristic algorithm based on predation for optimization	40
Lqr-based PID controller with variable load tuned with data-driven methods for double inverted pendulum	40
Two-way threshold-based intelligent water drops feature selection algorithm for accurate detection of breast cancer	40
Research on innovation and development of university instructional administration informatization in IoT and big data environment	39
Fuzzy natural transform method for solving fuzzy differential equations	39
On weak G-completeness for fuzzy metric spaces	39

Modified grasshopper optimization algorithm-based genetic algorithm for global optimization problems: the system of nonlinear equations case study	38
Lung cancer diagnosis using Hessian adaptive learning optimization in generative adversarial networks	38
K-means monarchy butterfly optimization for feature selection and Bi-LSTM for arrhythmia classification	38
Cattle identification with muzzle pattern using computer vision technology: a critical review and prospective	38
A data augmentation method for war trauma based on the regression model and deep neural networks	38
A novel improved slime mould algorithm for engineering design	38
RETRACTED ARTICLE: Prediction of gestational diabetes based on explainable deep learning and fog computing	38
Retraction Note: Numerical simulation and analysis of the three-step excavation of an extra-large cross section and a low flat-ratio railway tunnel	38
LRFM—based association rule mining for dentistry services patterns identification (case study: a dental center in Iran)	37
A collaborative filtering recommendation method based on emotional evaluation relations	37
Predicting daily wind speed using coupled multi-layer perceptron model with water strider optimization algorithm based on fuzzy reasoning and Gamma test	37
Designing of neural network-based SoSMC for autonomous underwater vehicle: integrating hybrid optimization approach	37
Forest fire rescue framework to jointly optimize firefighting force configuration and facility layout: a case study of digital-twin simulation optimization	36
Neural dynamics: unraveling the impact of digital economy on regional growth	36
Creep parameter inversion for high CFRDs based on improved BP neural network response surface method	36
Navigational strategy of a biped robot using regression-adaptive PSO approach	35
Option pricing under sub-mixed fractional Brownian motion based on time-varying implied volatility using intelligent algorithms	35
RETRACTED ARTICLE: Sentiment analysis using treebank filtered preprocess with relevant vector boost classifier	35
Retraction Note: A model predictive controller for improvement in power quality from a hybrid renewable energy system	35
Protection technique for performance improvement in GMPLS networks	35
Why does economics need complexity?	35
Retraction Note: Minimal key set of binary key-derivation tree in cloud storage	35
Software defect prediction employing BiLSTM and BERT-based semantic feature	35
Extended ExpTODIM technique based on GRA for capability evaluation of real estate general contractors with hesitant triangular fuzzy information	35
A developed framework for multi-document summarization using softmax regression and spider monkey optimization methods	35
Fuzzy with adaptive membership function and deep learning model for frequency control in PV-based microgrid system	34
RETRACTED ARTICLE: iTSA: an improved Tunicate Swarm Algorithm for defensive resource assignment problem	34
Construction and empirical research of a subjective-and-objective-analysis model of the online learning behavior	34
A new metaheuristic optimization algorithm based on the participation of smart students to increase the class performance	33
Evolutionary optimization in VANET services: a comprehensive survey, challenges and futuristic approach	33
A novel fractional-order accumulation grey power model and its application	33
RETRACTED ARTICLE: An approach for disease prediction and classification using novel weighting method and multichannel shared functional behaviour	32
Retraction Note: video analytics-based intelligent surveillance system for smart buildings	32
A new limited memory method for unconstrained nonlinear least squares	32
Fuzzy rough sets based on modular hemimetrics	32
Construction waste resource utilization and energy consumption calculation based on Internet of things	32
Attribute reduction based on interval-set rough sets	32
RETRACTED ARTICLE: Blind code estimation of multi-antenna direct-spread CDMA with long-code signal using decomposition technique	32
Heterogeneous ant colony optimization based on adaptive interactive learning and non-zero-sum game	31
Analytical model to predict diabetic patients using an optimized hybrid classifier	31
Can LSH (locality-sensitive hashing) be replaced by neural network?	31
On the use of single non-uniform mutation in lightweight metaheuristics	31
A new evolutionary optimization based on multi-objective firefly algorithm for mining numerical association rules	31
Context receptive field and adaptive feature fusion for fabric defect detection	31
RETRACTED ARTICLE: Optimal path planning and data simulation of emergency material distribution based on improved neural network algorithm	31
An optimization algorithm for the multi-objective flexible fuzzy job shop environment with partial flexibility based on adaptive teaching–learning considering fuzzy processing times	31
An adaptive Q-learning based particle swarm optimization for multi-UAV path planning	30
A hybridization of grey wolf optimizer and genetic algorithm for the traveling salesman problems	30
An intrusion detection system for wireless sensor networks using deep neural network	30
Application of the deep transfer learning framework for hydatid cyst classification using CT images	30
An adaptive neuro-fuzzy inference system to monitor and manage the soil quality to improve sustainable farming in agriculture	30
RETRACTED ARTICLE: PSO-based optimization for EEG data and SVM for efficient deceit identification	30
Multi-choice fractional stochastic multi-objective transportation problem	30
CoverGAN: cover photo generation from text story using layout guided GAN	29
RETRACTED ARTICLE: Automated brain tumor detection and segmentation using modified UNet and ResNet model	29
Necessary and sufficient condition for the existence of solutions to two-point boundary value problem of fuzzy linear multi-term fractional differential equations	29
Multi-focus image fusion using anisotropic diffusion filter	29
RETRACTED ARTICLE: Performance evaluation of deep learning techniques for lung cancer prediction	29
DenseNet-II: an improved deep convolutional neural network for melanoma cancer detection	29
RETRACTED ARTICLE: Simulation of university sculpture environmental art design based on machine learning and image feature recognition	28
Construction and measurement of multi-objective industry value chain height index based on channel allocation algorithm of mobile network virtualization	28
Missile trajectory defense planning and data simulation based on deep learning algorithm	28
RETRACTED ARTICLE: Application of dynamic database based on machine learning in enterprise intellectual property management	28
Efficient COVID-19 detection using data mining algorithms: a comparison of basic and hybrid approaches	28
RETRACTED ARTICLE: Predictive modelling for molecular cancer profile classification using hybrid learning techniques	28
RETRACTED ARTICLE: Simulation of rural landscape standardization effects by using 3D image reconstruction and virtual reality	28
Retraction Note: Real-time hook selection: a soft computing enabled future location protection mechanism in WSN using LTR measures and random seeding approach	28
Optimal decision making, using interval uncertainty techniques, of a production-inventory model under warranty-linked demand and carbon tax regulations	27
Deep-learning-based road crack detection frameworks for dashcam-captured images under different illumination conditions	27
Domain adaptation framework with ensemble of fuzzy rules-based ELMs for remote-sensing image classification	27
A novel elitist fruit fly optimization algorithm	27
Modeling of metaheuristic-based dual cluster head selection with routing protocol for energy-efficient wireless sensor networks	27
Leveraging artificial intelligence and optimization for agile AGV scheduling in an edge-to-cloud manufacturing framework	27
FedOPT: federated learning-based heterogeneous resource recommendation and optimization for edge computing	27
A new multi-objective hyperparameter optimization algorithm for COVID-19 detection from x-ray images	27
Search in forest optimizer: a bioinspired metaheuristic algorithm for global optimization problems	27
A topology based on nuclei and upsets in residuated lattices	27
A new MCDM integrating fuzzy rough set and TOPSIS method	27
Tourism demand forecasting using stacking ensemble model with adaptive fuzzy combiner	27
Block chain-based trusted smart contract for secure mobile user payment gateway in e-health systems	26

A multi-criteria group decision-making method based on fuzzy rough number for optimal water supply strategy	26
Socio-inspired evolutionary algorithms: a unified framework and survey	26
An efficacious neural network and DNA cryptography-based algorithm for preventing black hole attacks in MANET	26
A fast interpolation-based multi-objective evolutionary algorithm for large-scale multi-objective optimization problems	26
RETRACTED ARTICLE: Consensus tracking-based clock synchronization for the Internet of Things	26
Application of soft computing and statistical methods to predict rock mass permeability	26
Enhancing wind power monitoring through motion deblurring with modified GoogleNet algorithm	26
A bi-level programming model for optimal EV charging scheduling and operation in residential communities	26
Retraction Note: An efficient method for human hand gesture detection and recognition using deep learning convolutional neural networks	26
Correction to: Multi-objective DOA estimation in automotive radar using a Sailfish optimizer with Latin hypercube sampling	26
Quality-based design of supply chains considering supplier and technology effects	26
Resource management in fog computing using greedy and semi-greedy spider monkey optimization	26
An improved sparrow search algorithm optimized fuzzy controller for the tea water-removin temperature control system	26
Retraction Note: An optimal approach to detect retinal diseases by performing segmentation of retinal blood vessels using image processing	26
RETRACTED ARTICLE: Analysis of MRI brain tumor images using deep learning techniques	25
Retraction Note: Classification of health care products using hybrid CNN-LSTM model	25
An indoor scene recognition system based on deep learning evolutionary algorithms	25
RETRACTED ARTICLE: Empirical evidence of effects of stringency amid Covid-19 pandemic spread	25
Cooperative enhancement method of train operation planning featuring express and local modes for urban rail transit lines	25
Retraction Note: Multi-objective analysis model of labor mobility behavior in energy enterprises based on point-to-point network	25
A novel solver for multi-objective optimization: dynamic non-dominated sorting genetic algorithm (DNSGA)	25
Interval valued picture fuzzy matrix: basic properties and application	25
Recognition of shed damage on 11-kV polymer insulator using Bayesian optimized convolution neural network	25
An intelligent tutoring system for new student model using fuzzy soft set-based hybrid optimization algorithm	25
Feature selection based on correlation label and B-R belief function (FSCLBF) in multi-label data	25
Optimal energy management strategy based on neural network algorithm for fuel cell hybrid vehicle considering fuel cell lifetime and fuel consumption	25
A hybrid decision-making framework to manage occupational stress in project-based organizations	25
Improved snake optimizer based on forced switching mechanism and variable spiral search for practical applications problems	25
RETRACTED ARTICLE: An ensemble deep learning classifier for sentiment analysis on code-mix Hindi–English data	25
Retraction Note: A 9-bit pseudo-noise-based calibrated successive approximation ADC with differential/integral nonlinearity enhancement	25
Image recognition of sports dance teaching and auxiliary function data verification based on neural network algorithm	25
A novel cluster based reliable security enhancement in FANET directed by game theory	24
Min-cost route problems for multimodal sustainable logistics cooperation	24
RETRACTED ARTICLE: Machine learning in molecular communication and applications for health monitoring networks	24
Development and evaluation of M + 1-way classification mechanism realized through identifying foreign patterns	24
Identification of protein-coding regions using optimized sinusoidal assisted variational mode decomposition based on swarm optimization algorithm	24
Multi-ant colony algorithm based on the Stackelberg game and incremental learning	24
RETRACTED ARTICLE: Design of computer interactive teaching system by using feature extraction algorithm and multimedia technology	24
Fc-gcn: A formal concept-enhanced graph convolution network model	24
A modified VIKOR method for group decision-making based on aggregation operators for hesitant intuitionistic fuzzy linguistic term sets	24
Mean–variance–skewness portfolio optimization with uncertain returns via co-skewness	24
RETRACTED ARTICLE: Application of intelligent audio data based on hash storage in vocal music teaching platform	24
Correction to: Compound fault diagnosis for cooling dehumidifier based on RBF neural network improved by kernel principle component analysis and adaptive genetic algorithm	24
RETRACTED ARTICLE: Supervision of ideological and political construction based on decision support system of digital platform in psychological health education	23
Data mining-based innovative model for mental health of college students using IoT and big data analysis	23
Machine learning algorithm ensembles for early oral cancer risk assessment using Raman cyto-spectroscopy	23
Importance of quantum technology in economy paradigm shift	23
Are finite affine topological systems worthy of study?	23
Competitive teaching–learning-based optimization for multimodal optimization problems	23
A novel decision-making methodology for materials selection under uncertainty: modified fuzzy logic method	23
RETRACTED ARTICLE: Music mode analysis and teaching enlightenment research under the background of digital education	23
Partial orders induced by the smallest and greatest nullnorms on bounded lattices	23
An AI fuzzy clustering-based routing protocol for vehicular image recognition in vehicular ad hoc IoT networks	23
Biological survival optimization algorithm with its engineering and neural network applications	23
Vector-based uncertain ordered density weighted averaging: a family of incentive-oriented aggregation operators	23
A neutrosophic enhanced best–worst method for performance indicators assessment in the renewable energy supply chain	23
RETRACTED ARTICLE: DQSCTC: design of an efficient deep dyna-Q network for spinal cord tumour classification to identify cervical diseases	23
Approximation of simplicial complexes using matroids and rough sets	23
Retraction Note: An integrated multi-criteria decision-making approach for identifying the risk level of musculoskeletal disorders among handheld device users	23
Opposition-based chaotic Henry’s law-soluble gas, hybridization of chelonioidea with anthoathecata and vaporization of liquid optimization algorithms for power loss diminution	23
A new probability transformation approach of mass function	23
Software project measurement based on the 5P model	23
Campus IoT system and students’ employment education innovation based on mobile edge computing	22
Retraction Note: Pedestrian identification using motion-controlled deep neural network in real-time visual surveillance	22
Generative adversarial networks with modified wasp swarm algorithm-based early-stage breast cancer detection techniques	22
Analysis of the number of students in general colleges and universities in China with uncertain statistics	22
Application of unthresholded recurrence plots and texture analysis for industrial loops with faulty valves	22
Grain condition inspection: one improved grey wolf algorithm for nodes deployment optimization combining with path planning of multi-inspection robots	22
RETRACTED ARTICLE: High-performance computing-enabled probabilistic framework for migration from monolithic to microservices architecture using genetic algorithms	22
RETRACTED ARTICLE: Data simulation of optimal model for numerical solution of differential equations based on deep learning and genetic algorithm	22
Overlapping community detection algorithm based on similarity of node relationship	22
Automatic detection of weeds: synergy between EfficientNet and transfer learning to enhance the prediction accuracy	22
On unification of categories of fuzzy automata as Qua category	22
Pain detection through facial expressions in children with autism using deep learning	22
Retraction Note: Data monitoring in student psychological automatic evaluation system by using dynamic acquisition algorithm	22
Retraction Note: Manifold fitting algorithm of noisy manifold data based on variable-scale spectral graph	22
Modified GRA methodology for MADM under triangular fuzzy neutrosophic sets and applications to blended teaching effect evaluation of college English courses	22
Efficient clustering in data mining applications based on harmony search and k-medoids	22
An evolutionary trajectory planning algorithm for multi-UAV-assisted MEC system	22
Discriminative appearance model with template spatial adjustment for visual object tracking	21
FIR digital filter design based on improved artificial bee colony algorithm	21
A review on quantum computing and deep learning algorithms and their applications	21
Retraction Note: Multivariate weighted isotonic regressive modest adaptive boosting-based resource-aware routing in WSN	21
FTBAC: fuzzy trust based access control for healthcare cross-domain environment	21
Comparative analysis of data-driven models and signal processing techniques in the monthly maximum daily precipitation prediction of El Kerma station Northeast of Algeria	21
Some new similarity measures on picture fuzzy sets and their applications	21
Analyzing the design of intelligent English translation and teaching model in colleges using data mining	21
RETRACTED ARTICLE: Smart transportation travel model based on multiple data sources fusion for defense systems	21
Retraction Note: Road vehicle recognition algorithm in safety assistant driving based on artificial intelligence	21
GRP and CRITIC method for probabilistic uncertain linguistic MAGDM and its application to site selection of hospital constructions	21
RETRACTED ARTICLE: Assessment of green economic efficiency in China using analytical hierarchical process (AHP)	21
Retraction Note: Super-imposed cluster embedding for ring routing path identification in WSN	21
Retraction Note: Trusty URI learning-based secure blockchain management for making verifiable and reliable digital artifacts	21
Retraction Note: App interaction design in the pop music singing teaching system based on differential evolution algorithm	21
Unrelated parallel batch processing machine scheduling for production systems under carbon reduction policies: NSGA-II and MOGWO metaheuristics	21