Soft Computing

Article	Citations
An intelligent computational approach of signal control in urban rail transit for vehicular communication	145
Evapotranspiration estimation using hybrid and intelligent methods	120
Multi-step probabilistic forecasting model using deep learning parametrized distributions	116
Editorial to the special issue on quantum intelligent systems and deep learning	116
A distorted copula-based evolution model: risks’ aggregation in a Bonus–Malus migration system	101
The role of machine learning in the development of intelligent manufacturing under the background of industry 4.0	100
Stability and admissibility analysis of T–S descriptive systems and its applications	100
Design and development of an adaptive-torque-based proportional-integral-derivative controller for a two-legged robot	92
Adaptive neural control for nonlinear systems with sensor fault and input nonlinearities	88
Research on building material design in circular economy based on improved neural network	86
Research on text detection on building surfaces in smart cities based on deep learning	85
Fuzzy membership function-dependent switched control for nonlinear systems with memory sampled-data information	84
A Lagrange spectral collocation method for weakly singular fuzzy fractional Volterra integro-differential equations	81
A new Jacobi Tau method for fuzzy fractional Fredholm nonlinear integro-differential equations	76
Heterogeneous ant colony optimization based on adaptive interactive learning and non-zero-sum game	75
An intelligent deep learning based capsule network model for human detection in indoor surveillance videos	75
Deep learning-based key transmission (DLKT) protocol for secured group communication in cloud	74
Zero-divisor graph of a ring with respect to an automorphism	73
A ranking method based on Muirhead mean operator for group decision making with complex interval-valued q-rung orthopair fuzzy numbers	71
Forecasting road traffic accident using deep artificial neural network approach in case of Oromia Special Zone	69
A convolutional neural network-driven computer vision system toward identification of species and maturity stage of medicinal leaves: case studies with Neem, Tulsi and Kalmegh leaves	68
Deep logarithmic neural network for Internet intrusion detection	66
Graph autoencoder for directed weighted network	65
Automatic lipreading based on optimized OLSDA and HMM	65
Protection technique for performance improvement in GMPLS networks	61

Cloud education chain and educational quality assessment based on hybrid quantum neural network algorithm	60
Two deep learning approaches to forecasting disaggregated freight flows: convolutional and encoder–decoder recurrent	60
Meta-heuristic algorithm-based human resource information management system design and development for industrial revolution 5.0	60
Bipolar fuzzy concepts reduction using granular-based weighted entropy	59
A noise-aware feature selection approach for classification	56
Radial basis function neural network with extreme learning machine algorithm for solving ordinary differential equations	55
Enterprise financial risk model based on cloud computing in age of big data	53
A novel probabilistic risk measure model for multi-period uncertain portfolio selection	50
An augmented swarm optimization algorithm for k-clustering minimum biclique completion problems	49
Elitist random swapped particle swarm optimization embedded with variable k-nearest neighbour classification: a new PSO variant applied to gene identification	48
GAN-based one dimensional medical data augmentation	47
A location-inventory-distribution model under gradual injection of pre-disaster budgets with application in disaster relief logistics: a case study	47
A decision support system based on multi-sources information to predict piRNA–disease associations using stacked autoencoder	47
Feature and instance selection through discriminant analysis criteria	47
Automating fake news detection using PPCA and levy flight-based LSTM	46
ILF-LSTM: enhanced loss function in LSTM to predict the sea surface temperature	46
RETRACTED ARTICLE: Comparative analysis of improved FCM algorithms for the segmentation of retinal blood vessels	45
Self-Attention Networks and Adaptive Support Vector Machine for aspect-level sentiment classification	45
Research on dynamic time warping algorithm and intelligent financial management system based on heterogeneous cellular network	44
Bayesian inference for data-driven training with application to seismic parameter prediction	44
Graphs derived from multirings	44
Generalized complex vague soft set and its applications	42
Knowledge-based optimization algorithm for the inventory routing problem	42
A resource allocation strategy for internet of vehicles using reinforcement learning in edge computing environment	41
Assessing the role of new media in modern information society using the analytic network process	41
Reaching sustainability through collection center selection considering risk: using the integration of Fuzzy ANP-TOPSIS and FMEA	41
A response generator with response-aware encoder for generating specific and relevant responses	41
A promising approach with confidence level aggregation operators based on single-valued neutrosophic rough sets	41
Assessing the health ability based on health monitoring using fuzzy for monitoring geriatrics care and amputees	40
Successful adoption of quantum technology in blockchain: a comprehensive framework	39
A multilevel biomedical image thresholding approach using the chaotic modified cuckoo search	39
Classification of the brain metastases based on a new 3D deep learning architecture	39
A maintenance strategy selection method based on cloud DEMATEL-ANP	38
Improved fuzzy-based MCDM–TOPSIS model to find and prevent the financial system vulnerability and hazards in real time	38
Performance evaluation of meta-heuristic algorithms for designing multi-objective multi-product multi-echelon supply chain network	38
Development of a new hesitant fuzzy ranking model for NTMP ranking problem	37
An inertial-type method for solving image restoration problems	34
A neural networks-based evaluation of ecological effectiveness and economic worth in forests	34
Application of BP neural network algorithm in visualization system of sports training management	34
Comprehensive evaluation of university competitiveness based on DD-TOPSIS method	34
Research on innovation and development of university instructional administration informatization in IoT and big data environment	34
On differential lattices	34
On weak G-completeness for fuzzy metric spaces	34
A new hybrid genetic algorithm to optimize distribution and operational plans for cross-docking satellites	34
Functional DNA nanoprobe detection of tumor markers in the treatment of non-small cell lung cancer patients with immune checkpoint inhibitors combined	33
Revolutionizing interpretation education: a comprehensive automatic interpretation evaluation system based on composite genetic algorithm and backpropagation neural networks	33
Neural-network-based interval grey prediction models with applications to forecasting the demand of printed circuit boards	33
Occlusion-aware FERNet: an optimized patch-based adaptive residual network with attention mechanism for occlusion-aware facial expression recognition	33
On the complete convergence for uncertain random variables	33
Solutions of non-homogeneous system of fuzzy fractional differential equations: a novel approach	33

Racing trees to query partial data	32
IoT-inspired teaching for legal education: AI-based learning based on decision tree algorithm	32
I-LDD: an interpretable leaf disease detector	31
A non-entropy-based optimal multilevel threshold selection technique for COVID-19 X-ray images using chance-based birds’ intelligence	31
Modified grasshopper optimization algorithm-based genetic algorithm for global optimization problems: the system of nonlinear equations case study	31
Deep ensembling for perceptual image quality assessment	30
Novel semi-supervised learning approach for descriptor generation using artificial neural networks	30
Two different approaches for consistency of intuitionistic multiplicative preference relation using directed graph	30
A manifold p-spectral clustering with sparrow search algorithm	30
A probabilistic approach toward evaluation of Internet rumor on COVID	30
A hybrid deep learning and ensemble learning mechanism for damaged power line detection in smart grids	30
Analysis of industry convergence based on improved neural network	30
A novel algorithm for computing interior eigenpairs of large non-symmetric matrices	30
Decision-making models based on satisfaction degree with incomplete hesitant fuzzy preference relation	30
Modified proximal point algorithms for variational inclusion problems on Hadamard manifolds	29
Medical image enhancement using modified type II fuzzy membership function generated by Hamacher T-conorm	29
Fuzzy pushdown automata based on complete residuated lattices: variants and computing powers	29
Sheffer operation in relational systems	29
Towards automatically generating meal plan based on genetic algorithm	29
A case study on the identification of temporal changes in a residential district	29
Finding local optima in quadratic optimization problems in RP	29
A new evolutionary optimization based on multi-objective firefly algorithm for mining numerical association rules	29
Dual-stream framework for image-based heart infarction detection using convolutional neural networks	29
Wijsman asymptotic lacunary $$\mathcal {I}_2$$-invariant equivalence for double set sequences	29
Drug-based recommendation system based on deep learning approach for data optimization	29
The Golf Sport Inspired Search metaheuristic algorithm and the game theoretic analysis of its operators’ effectiveness	28
A novel method of data and feature enhancement for few-shot image classification	28
Forecasting foreign exchange markets: further evidence using machine learning models	28
Safety-integrated single-row machine layout problem optimization using GA and TS with a novel heuristic rule support	28
Power Muirhead mean operators of interval-valued intuitionistic fuzzy values in the framework of Dempster–Shafer theory for multiple criteria decision-making	28
An efficient chaotic salp swarm optimization approach based on ensemble algorithm for class imbalance problems	28
Some new approaches to neighborhoods via graphs	28
RETRACTED ARTICLE: Model-free supervised learning-based gait authentication scheme based on optimized gabor features	28
Workflow scheduling for intelligent modern medical system with privacy protection constraints for IaaS cloud using modified grasshopper algorithm	27
Fake opinion detection in an e-commerce business based on a long-short memory algorithm	27
An image encryption scheme based on particle swarm optimization algorithm and hyperchaotic system	27
Study on e-commerce logistics cost control methods in the context of COVID-19 prevention and control	27
IoT and cloud-based COVID-19 risk of infection prediction using hesitant intuitionistic fuzzy set	27
Can LSH (locality-sensitive hashing) be replaced by neural network?	27
Dropout prediction model in MOOC based on clickstream data and student sample weight	27
Combining grey clustering and fuzzy grey cognitive maps: an approach to group decision-making on cause-and-effect relationships	26
Effect of fuzziness in fuzzy rule-based classifiers defined by strong fuzzy partitions and winner-takes-all inference	26
Failure modes determination and load-bearing capacity evaluation of concrete columns under seismic loads by ANNs	26
Machine learning techniques for prediction of multiple sclerosis progression	26
Heterogeneous selective ensemble learning model for mill load parameters forecasting by using multiscale mechanical frequency spectrum	26
Effect of KIF15 as a promoter role in the progression of osteosarcoma based on TCGA database	26
Secure and efficient data storage scheme for unstructured data in hybrid cloud environment	26
Influencing factors and innovative paths for the transmission of rural pictures in the protection of ecological and environmental heritage	26
Intelligent emotion recognition application in university students’ psychological intervention by using mobile voice terminal	26
Segmentation-free composite character recognition (CR) in bilingual handwritten text for Gurumukhi–English scripts	25
A high-accuracy computational technique based on $$L2-1_{\sigma }$$ and B-spline schemes for solving the nonlinear time-fractional Burgers’ equation	25
An efficient tracking of MPP in PV systems using hybrid HCS-PS algorithm based ANFIS under partially shaded conditions	25
A matching method for second-hand goods exchange considering loss aversion of buyer and seller in e-brokerage	25
Secure federated learning architecture for fuzzy classifier in healthcare environment	25
User interest modeling and collaborative filtering algorithms application in English personalized learning resource recommendation	25
An adaptive neuro-fuzzy inference system to monitor and manage the soil quality to improve sustainable farming in agriculture	25
DenseNet-II: an improved deep convolutional neural network for melanoma cancer detection	25
Multi-focus image fusion using anisotropic diffusion filter	25
An improved QPSO algorithm and its application in fuzzy portfolio model with constraints	24
Technological innovation in the recognition process of Yaozhou Kiln ware patterns based on image classification	24
Extracting built-up areas from spectro-textural information using machine learning	24
Data sanitization against label flipping attacks using AdaBoost-based semi-supervised learning technology	24
RETRACTED ARTICLE: Cognitive linear discriminant regression computing technique for HTTP video services in SDN networks	24
Type-2 fuzzy wavelet neural network for estimation energy performance of residential buildings	24
A novel face recognition model for fighting against human trafficking in surveillance videos and rescuing victims	24
Fine-Kinney method based on fuzzy logic for natural gas pipeline project risk assessment	24
A framework for accessing the equilibrium point of a multi-objective decision-making (MODM): a case study	24
EmoPercept: EEG-based emotion classification through perceiver	24
Elite-based feedback boosted artificial rabbits-inspired optimizer with mutation and adaptive group: a case study of degree reduction for ball NURBS curves	24
A non-linear generalization of optimization problems subjected to continuous max-t-norm fuzzy relational inequalities	23
Portfolio design for home healthcare devices production using a new data-driven optimization methodology	23
When to stop testing software: economic approach	23
An effective approach for predicting daily stock trading decisions using fuzzy inference systems	23
A comprehensive evaluation model for university classroom teaching quality based on machine vision and Fermatean fuzzy sets	23
An integrated firefly algorithm for the optimization of constrained engineering design problems	23
Application of deep learning-based speech system in online music learning system	23
3D head-talk: speech synthesis 3D head movement face animation	23
Visualization system of Hlai ethnic village landscape design based on machine learning	22
Lens law based optimization algorithm: a novel approach	22
Fuzzy rough sets based on modular hemimetrics	22

Application of optoelectronic coupling technology in intelligent charging control of shared vehicles	22
Soft subalgebras and ideals of BCK/BCI-algebras based on $${{\mathcal {N}}}$$-structures	22
Application of VR recognition based on image object detection algorithm in urban street landscape art design	22
An approach for joint optimization of probabilistic group test based on cost and time value: taking nucleic acid detection of COVID-19 as an example	22
Online video course design of elliptic partial differential equation based on image high-resolution processing	22
Convolutional neural networks ensembles through single-iteration optimization	22
Optimization of financial market risk prediction system based on computer data simulation and Markov chain Monte Carlo	22
Carbon reduction assessment of public buildings based on Apriori algorithm and intelligent big data analysis	22
Construction waste resource utilization and energy consumption calculation based on Internet of things	22
Simulation of English part-of-speech classification based on artificial intelligence and additive logistic regression	22
Parallel dual-channel multi-label feature selection	22
An adjusted iterative algorithmic approach for maximum likelihood estimation of the pseudo-copula regression: P-MBP	22
Unbalanced budget distribution for automatic algorithm configuration	22
Sampling-based fuzzy speech clustering systems for faster communication with virtual robotics toward social applications	22
Assignment of probabilities to the production rules of a conjunctive grammar	21
Secure multiparty access and authentication based on advanced fuzzy extractor in smart home	21
Decision-making method based on set pair analysis and VIKOR under heterogeneous information environment and application to typhoon disaster assessment	21
Dynamic distributed constraint optimization using multi-agent reinforcement learning	21
Application of medical intelligence based on Apriori algorithm in the management of rehabilitation nursing personnel	21
Web accessibility evaluation of private and government websites for people with disabilities through fuzzy classifier in the USA	21
Design of acceptance sampling plans based on interval valued neutrosophic sets	21
Attribute reduction based on interval-set rough sets	21
Global stability and sensitivity analysis of parameters of Omicron variant epidemic in diverse susceptible classes incorporating vaccination stages	21
Design of cloud computing database and tourism intelligent platform based on machine learning	21
Fuzzy transfer learning in time series forecasting for stock market prices	21
TDNN speed estimator applied to stator oriented IM sensorless drivers	21
Quantum-inspired evolutionary algorithms on continuous space multiobjective problems	21
Classification of Gurumukhi month’s name images using various convolutional neural network optimizers	20
Analyzing the interactions among factors affecting cloud adoption for software testing: a two-stage ISM-ANN approach	20
Designing robust capability-based distributed machine layouts with random machine availability and fuzzy demand/process flow information	20
Neural dynamics: unraveling the impact of digital economy on regional growth	20
Evaluation model and algorithm of intelligent manufacturing system based on pattern recognition and big data	20
Implication in finite posets with pseudocomplemented sections	20
Visual design elements based on digital visualization	20
Machine learning and deep learning methods for intrusion detection systems: recent developments and challenges	20
Navigational strategy of a biped robot using regression-adaptive PSO approach	20
A sustainable uncertain integrated supply chain network design and assembly line balancing problem with U-shaped assembly lines and multi-mode demand	20
Evaluating the innovation and entrepreneurship education in colleges using BP neural network	20
European barrier option pricing formulas of uncertain currency model	20
Interval-based non-dimensionalization method (IBNM) and its application	20
OKC classifier: an efficient approach for classification of imbalanced dataset using hybrid methodology	20
Providing a genetic algorithm-based method to optimize the fuzzy logic controller for the inverted pendulum	20
Design of sliding mode controller for sensor/actuator fault with unknown input observer for satellite control system	20
Football training evaluation using machine learning and decision support system	20
A hybrid of six soft models based on ANFIS for pipe failure rate forecasting and uncertainty analysis: a case study of Gorgan city water distribution network	20
A data-driven multi-channel supply chain multi-factory collaborative production planning problem	20
A multi-objective cost-loss optimization framework for optimal feeder routing problem of radial distribution networks	20
A new uncertain enhanced index tracking model with higher-order moment of the downside	19
Adult stem cell donor supply chain network design: a robust optimization approach	19
A study on the normality of Wijsman topology of a fuzzy metric space	19
Design and analysis of a computational procedure for a class of time fractional multi-term diffusion problem	19
q-Rung orthopair fuzzy inequality derived from equality and operation	19
Quasi-MV* algebras: a generalization of MV*-algebras	19
An incremental algorithm for concept lattice based on structural similarity index	19
A novel weight-optimized LSTM for dynamic pricing solutions in e-commerce platforms based on customer buying behaviour	19
Software fault prediction using evolving populations with mathematical diversification	19
Exploring invariance of concept stability for attribute reduction in three-way concept lattice	19
On Gelfand residuated lattices	19
The actuation and control of a bioinspired origami manipulator	19
Analysis and implementation of computer network graph based on iterative control algorithm theory	19
Uncertainty estimation-based adversarial attacks: a viable approach for graph neural networks	19
Mining fuzzy high average-utility itemsets using fuzzy utility lists and efficient pruning approach	19
Existence and uniqueness of solution for fuzzy integral equations of product type	19
Linkage structure of China’s housing market and its risk-defusing capability	19
Artificial bee colony algorithm using permutation encoding for the bounded diameter minimum spanning tree problem	19
Context-aware ranking refinement with attentive semi-supervised autoencoders	19
Ziwi: indoor and outdoor planning network—framework to collection, modeling and network structure based on computational optimization and measurements	19
Editorial on decision support system for development of intelligent applications	19
Review: a generalized belief interval-valued soft set with applications in decision making	19
Application of computer-aided CAD in urban planning heritage protection	19
A note on “Dealer using a new trapezoidal cubic hesitant fuzzy TOPSIS method and application to group decision-making program”	19
Conceptual model construction of building information management system based on BIM architecture	19
A novel weighted complex evidence combination with its application in multisource information fusion	19
Intelligent recognition of English fuzzy text and teaching based on parallel projection and region expansion	19
Improved quality of service with fuzzy-based optimised resource allocation with energy consumption-based IoT network application	19
RETRACTED ARTICLE: Analytic hierarchy process-based automatic feature weight assignment method for content-based satellite image retrieval system	18
Retraction Note: A heuristic method for initial dominant point detection for polygonal approximations	18
RETRACTED ARTICLE: Feeder segment switch-based relay protection for a multilayer differential defense-oriented distribution network	18
Retraction Note: Analysis of MRI brain tumor images using deep learning techniques	18
Retraction Note: Efficient Alzheimer’s disease detection using deep learning technique	18
Retraction Note: An efficient soft computing approach for securing information over GAMEOVER Zeus botnets with modified CPA algorithm	18
RETRACTED ARTICLE: Efficient crowd counting model using feature pyramid network and ResNeXt	18
Retraction Note: Dynamic multi-variant relational scheme-based intelligent ETL framework for healthcare management	18
Retraction Note: Automatic segmentation and classification of liver tumor from CT image using feature difference and SVM based classifier-soft computing technique	18
Retraction Note: Mathematical analysis of COVID-19 pandemic by using the concept of SIR model	18
Retraction Note: Hybrid evolutionary algorithm (NNACOR) for energy minimization in a wireless mesh topology towards green computing	18
Nonlinear prediction of fuzzy regression model based on quantile loss function	18
RETRACTED ARTICLE: Sentiment analysis using treebank filtered preprocess with relevant vector boost classifier	18
Retraction Note: Intelligent fuzzy rule-based approach with outlier detection for secured routing in WSN	18
Retraction Note: Soft computing-based semi-automated test case selection using gradient-based techniques	18
Retraction Note: Composite fault diagnosis of traction motor of high-speed train based on support vector machine and sensor	18
Retraction Note: Single-channel fetal ECG extraction method based on extended Kalman filtering with singular value decomposition algorithm	17
Retraction Note: An ANN-based harmonic mitigation and power injection technique for solar-fed distributed generation system	17
Retraction Note: Biserial targeted feature projection based radial kernel regressive deep belief neural learning for covid-19 prediction	17
Retraction Note: A novel multi-layer multi-spiking neural network for EEG signal classification using Mini Batch SGD	17