Applied Soft Computing

Article	Citations
Investigating the impact of data normalization on classification performance	780
A new hybrid model for wind speed forecasting combining long short-term memory neural network, decomposition methods and grey wolf optimizer	438
EEG emotion recognition using fusion model of graph convolutional neural networks and LSTM	280
An improved PSO algorithm for smooth path planning of mobile robots using continuous high-degree Bezier curve	270
Sentiment Analysis of COVID-19 tweets by Deep Learning Classifiers—A study to show how popularity is affecting accuracy in social media	258
Automated medical diagnosis of COVID-19 through EfficientNet convolutional neural network	255
Multiple features based approach for automatic fake news detection on social networks using deep learning	252
A Novel Medical Diagnosis model for COVID-19 infection detection based on Deep Features and Bayesian Optimization	239
CNN-based transfer learning–BiLSTM network: A novel approach for COVID-19 infection detection	237
Safety-enhanced UAV path planning with spherical vector-based particle swarm optimization	215
Topic detection and sentiment analysis in Twitter content related to COVID-19 from Brazil and the USA	214
Differential evolution algorithm with wavelet basis function and optimal mutation strategy for complex optimization problem	205
AI-assisted CT imaging analysis for COVID-19 screening: Building and deploying a medical AI system	180
The ensemble deep learning model for novel COVID-19 on CT images	178
Forecasting of COVID19 per regions using ARIMA models and polynomial functions	164
InstaCovNet-19: A deep learning classification model for the detection of COVID-19 patients using Chest X-ray	163
MTDE: An effective multi-trial vector-based differential evolution algorithm and its applications for engineering design problems	162
Federated learning for COVID-19 screening from Chest X-ray images	156
Mean–variance portfolio optimization using machine learning-based stock price prediction	154
Deep transfer learning with limited data for machinery fault diagnosis	151
AHP integrated TOPSIS and VIKOR methods with Pythagorean fuzzy sets to prioritize risks in self-driving vehicles	148
SCSTCF: Spatial-Channel Selection and Temporal Regularized Correlation Filters for visual tracking	137
Forecasting the dynamics of cumulative COVID-19 cases (confirmed, recovered and deaths) for top-16 countries using statistical machine learning models: Auto-Regressive Integrated Moving Average (ARIMA	128
A new deep learning ensemble credit risk evaluation model with an improved synthetic minority oversampling technique	126
Equilibrium optimization algorithm for network reconfiguration and distributed generation allocation in power systems	125

MARCOS technique under intuitionistic fuzzy environment for determining the COVID-19 pandemic performance of insurance companies in terms of healthcare services	122
An adaptive differential evolution algorithm based on belief space and generalized opposition-based learning for resource allocation	120
A novel extended approach under hesitant fuzzy sets to design a framework for assessing the key challenges of digital health interventions adoption during the COVID-19 outbreak	120
Cooperation search algorithm: A novel metaheuristic evolutionary intelligence algorithm for numerical optimization and engineering optimization problems	119
A stacking-based ensemble learning method for earthquake casualty prediction	119
A hybrid approach for forecasting ship motion using CNN–GRU–AM and GCWOA	119
An enhanced genetic algorithm for path planning of autonomous UAV in target coverage problems	119
An optimized deep learning architecture for the diagnosis of COVID-19 disease based on gravitational search optimization	117
Clustering-based anomaly detection in multivariate time series data	113
A novel hybrid model based on multi-objective Harris hawks optimization algorithm for daily PM2.5 and PM10 forecasting	113
Offshore wind farm site selection using interval rough numbers based Best-Worst Method and MARCOS	113
Interpreting network knowledge with attention mechanism for bearing fault diagnosis	109
Improved tunicate swarm algorithm: Solving the dynamic economic emission dispatch problems	107
An ensemble learning based prediction strategy for dynamic multi-objective optimization	106
An ensemble-based hotel recommender system using sentiment analysis and aspect categorization of hotel reviews	106
Improved binary particle swarm optimization for feature selection with new initialization and search space reduction strategies	103
Binary biogeography-based optimization based SVM-RFE for feature selection	102
Temporal convolutional autoencoder for unsupervised anomaly detection in time series	102
DanHAR: Dual Attention Network for multimodal human activity recognition using wearable sensors	101
Attention induced multi-head convolutional neural network for human activity recognition	100
Prediction and analysis of train arrival delay based on XGBoost and Bayesian optimization	100
Railway dangerous goods transportation system risk identification: Comparisons among SVM, PSO-SVM, GA-SVM and GS-SVM	100
Distributed Grey Wolf Optimizer for scheduling of workflow applications in cloud environments	99
Short-term wind power prediction based on EEMD–LASSO–QRNN model	97
Cross-SEAN: A cross-stitch semi-supervised neural attention model for COVID-19 fake news detection	97
New imbalanced bearing fault diagnosis method based on Sample-characteristic Oversampling TechniquE (SCOTE) and multi-class LS-SVM	97
Application of LSTM approach for modelling stress–strain behaviour of soil	97
A new approach for computer-aided detection of coronavirus (COVID-19) from CT and X-ray images using machine learning methods	96
Ant colony optimization for traveling salesman problem based on parameters optimization	95
Efficient activity recognition using lightweight CNN and DS-GRU network for surveillance applications	95
Modelling and forecasting of COVID-19 spread using wavelet-coupled random vector functional link networks	95
Deep transfer with minority data augmentation for imbalanced breast cancer dataset	94
Ensemble of deep sequential models for credit card fraud detection	94
A new-structure grey Verhulst model for China’s tight gas production forecasting	94
On the origins of randomization-based feedforward neural networks	93
Distributed computation offloading method based on deep reinforcement learning in ICV	92
The applications of MCDM methods in COVID-19 pandemic: A state of the art review	91
Interval type-2 Fuzzy ARAS method for recycling facility location problems	90
Detecting fake news with capsule neural networks	90
The viability of extended marine predators algorithm-based artificial neural networks for streamflow prediction	89
Intelligent modeling strategies for forecasting air quality time series: A review	89
Att-Net: Enhanced emotion recognition system using lightweight self-attention module	88
An efficient metaheuristic algorithm based feature selection and recurrent neural network for DoS attack detection in cloud computing environment	87
Unsupervised anomaly detection with LSTM autoencoders using statistical data-filtering	87
DeepCoroNet: A deep LSTM approach for automated detection of COVID-19 cases from chest X-ray images	86
AGLNet: Towards real-time semantic segmentation of self-driving images via attention-guided lightweight network	85
Evaluation of government strategies against COVID-19 pandemic using q-rung orthopair fuzzy TOPSIS method	85
Deep neural network features fusion and selection based on PLS regression with an application for crops diseases classification	84
A genetic simulated annealing algorithm for parallel partial disassembly line balancing problem	83
Hybrid Particle Swarm and Grey Wolf Optimizer and its application to clustering optimization	83

A comprehensive survey on design and application of autoencoder in deep learning	82
Fitness–Distance Balance based adaptive guided differential evolution algorithm for security-constrained optimal power flow problem incorporating renewable energy sources	82
Forecasting crude oil prices based on variational mode decomposition and random sparse Bayesian learning	81
Cryptocurrency malware hunting: A deep Recurrent Neural Network approach	80
Electrical load forecasting: A deep learning approach based on K-nearest neighbors	80
Disaster relief supply chain design for personal protection equipment during the COVID-19 pandemic	80
Classification of white blood cells using deep features obtained from Convolutional Neural Network models based on the combination of feature selection methods	79
Fuzzy decision by opinion score method	79
Kapur’s entropy based optimal multilevel image segmentation using Crow Search Algorithm	79
An efficient equilibrium optimizer with mutation strategy for numerical optimization	78
Optimization of Optimal Power Flow Problem Using Multi-Objective Manta Ray Foraging Optimizer	78
COVID-19 X-ray images classification based on enhanced fractional-order cuckoo search optimizer using heavy-tailed distributions	77
Nonlinear-based Chaotic Harris Hawks Optimizer: Algorithm and Internet of Vehicles application	77
WBC-Net: A white blood cell segmentation network based on UNet++ and ResNet	77
Customer-oriented product design using an integrated neutrosophic AHP & DEMATEL & QFD methodology	77
Autonomous navigation of UAV in multi-obstacle environments based on a Deep Reinforcement Learning approach	77
Optimization of an auto drum fashioned brake using the elite opposition-based learning and chaotic k-best gravitational search strategy based grey wolf optimizer algorithm	76
Matching large-scale biomedical ontologies with central concept based partitioning algorithm and Adaptive Compact Evolutionary Algorithm	76
Detecting COVID-19 patients based on fuzzy inference engine and Deep Neural Network	76
An extended fuzzy decision-making framework using hesitant fuzzy sets for the drug selection to treat the mild symptoms of Coronavirus Disease 2019 (COVID-19)	76
Optimal path planning approach based on Q-learning algorithm for mobile robots	76
Q-Learning-based parameter control in differential evolution for structural optimization	75
Daily streamflow forecasting in Sobradinho Reservoir using machine learning models coupled with wavelet transform and bootstrapping	75
A seasonal-trend decomposition-based dendritic neuron model for financial time series prediction	75
Uncertainty quantification for plant disease detection using Bayesian deep learning	75
Solving capacitated vehicle routing problem using cooperative firefly algorithm	75
Hybridizing Gray Wolf Optimization (GWO) with Grasshopper Optimization Algorithm (GOA) for text feature selection and clustering	74
Multi-criteria food waste treatment method selection using single-valued neutrosophic-CRITIC-MULTIMOORA framework	73
A multi-objective particle swarm optimization algorithm based on two-archive mechanism	73
A fuzzy recommendation system for predicting the customers interests using sentiment analysis and ontology in e-commerce	73
Attribute reduction methods in fuzzy rough set theory: An overview, comparative experiments, and new directions	72
Learning distinctive filters for COVID-19 detection from chest X-ray using shuffled residual CNN	72
Evaluating public transport service quality using picture fuzzy analytic hierarchy process and linear assignment model	72
Advanced Machine Learning techniques for fake news (online disinformation) detection: A systematic mapping study	72
Modes decomposition forecasting approach for ultra-short-term wind speed	71
Social network clustering and consensus-based distrust behaviors management for large-scale group decision-making with incomplete hesitant fuzzy preference relations	71
ELM-based adaptive neuro swarm intelligence techniques for predicting the California bearing ratio of soils in soaked conditions	71
Sustainable building material selection: An integrated multi-criteria large group decision making framework	70
A comprehensive comparison of recent developed meta-heuristic algorithms for streamflow time series forecasting problem	69
Utilizing IoT to design a relief supply chain network for the SARS-COV-2 pandemic	69
Discrete Grey Wolf Optimizer for symmetric travelling salesman problem	69
EGNN: Graph structure learning based on evolutionary computation helps more in graph neural networks	69
Cascade knowledge diffusion network for skin lesion diagnosis and segmentation	69
Pyramid particle swarm optimization with novel strategies of competition and cooperation	68
A multi-objective evolutionary algorithm with interval based initialization and self-adaptive crossover operator for large-scale feature selection in classification	67
A modified interval valued intuitionistic fuzzy CODAS method and its application to multi-criteria selection among renewable energy alternatives in Turkey	67
Interval forecasting for urban water demand using PSO optimized KDE distribution and LSTM neural networks	67
Deep neural networks for improving physical accuracy of 2D and 3D multi-mineral segmentation of rock micro-CT images	67
CNN-based multivariate data analysis for bitcoin trend prediction	67
Multi-objective optimal power flow with stochastic wind and solar power	66
A novel hybrid model based on combined preprocessing method and advanced optimization algorithm for power load forecasting	66
Assessing customer satisfaction of O2O takeaway based on online reviews by integrating fuzzy comprehensive evaluation with AHP and probabilistic linguistic term sets	66
Adaptive optimal fuzzy logic based energy management in multi-energy microgrid considering operational uncertainties	66
Combined economic and emission power dispatch problems through multi-objective squirrel search algorithm	66
An adaptive artificial bee colony with reinforcement learning for distributed three-stage assembly scheduling with maintenance	66
Topic-level sentiment analysis of social media data using deep learning	66
Weighted Random k Satisfiability for k	66
Deep learning and multilingual sentiment analysis on social media data: An overview	66
Opposition-based JAYA with population reduction for parameter estimation of photovoltaic solar cells and modules	65
Variants of Artificial Bee Colony algorithm and its applications in medical image processing	65
Artificial neural networks in drought prediction in the 21st century–A scientometric analysis	65
Customer segmentation using K-means clustering and the adaptive particle swarm optimization algorithm	65
A survey on the Artificial Bee Colony algorithm variants for binary, integer and mixed integer programming problems	65
Solving a novel designed second order nonlinear Lane–Emden delay differential model using the heuristic techniques	64
Hesitant Pythagorean fuzzy ELECTRE-II method for multi-criteria decision-making problems	64
Pinhole-imaging-based learning butterfly optimization algorithm for global optimization and feature selection	64
Thermally-induced error compensation of spindle system based on long short term memory neural networks	64
Hybrid particle swarm optimization algorithm for solving the clustered vehicle routing problem	64
Building trust/distrust relationships on signed social service network through privacy-aware link prediction process	64
Grey wolf optimizer with an enhanced hierarchy and its application to the wireless sensor network coverage optimization problem	63
Stock market forecasting using a multi-task approach integrating long short-term memory and the random forest framework	63
Carbon price forecasting system based on error correction and divide-conquer strategies	63
Prediction of air-overpressure induced by blasting using an ANFIS-PNN model optimized by GA	63
Real-time deep reinforcement learning based vehicle navigation	63
A self-adaptive kernel extreme learning machine for short-term wind speed forecasting	63
A machine learning approach combining expert knowledge with genetic algorithms in feature selection for credit risk assessment	63
Harris Hawks optimisation with Simulated Annealing as a deep feature selection method for screening of COVID-19 CT-scans	63
A weighting model based on best–worst method and its application for environmental performance evaluation	62
An extended interval-valued Pythagorean fuzzy WASPAS method based on new similarity measures to evaluate the renewable energy sources	62
A radial basis function surrogate model assisted evolutionary algorithm for high-dimensional expensive optimization problems	62

A linguistic distribution behavioral multi-criteria group decision making model integrating extended generalized TODIM and quantum decision theory	61
A cyclic dynamic trust-based consensus model for large-scale group decision making with probabilistic linguistic information	61
Developing a decision support system for logistics service provider selection employing fuzzy MULTIMOORA & BWM in mining equipment manufacturing	61
A type-3 fuzzy control for current sharing and voltage balancing in microgrids	61
R-GWO: Representative-based grey wolf optimizer for solving engineering problems	61
Copula-based reliability and sensitivity analysis of aging dams: Adaptive Kriging and polynomial chaos Kriging methods	60
A modified Grey Wolf Optimization with Cuckoo Search Algorithm for load frequency controller design of hybrid power system	60
An effective Iterated Greedy algorithm for the distributed permutation flowshop scheduling with due windows	60
A carnivorous plant algorithm for solving global optimization problems	60
CoVNet-19: A Deep Learning model for the detection and analysis of COVID-19 patients	60
A novel intelligent technique for energy management in smart home using internet of things	60
KNNOR: An oversampling technique for imbalanced datasets	60
COPRAS method based on interval-valued hesitant Fermatean fuzzy sets and its application in selecting desalination technology	60
A hybrid decision making approach for new service development process of renewable energy investment	59
A predictive GA-based model for closed high-utility itemset mining	59
Constructing a stock-price forecast CNN model with gold and crude oil indicators	58
Motion-encoded particle swarm optimization for moving target search using UAVs	58
Bayesian optimization algorithm based support vector regression analysis for estimation of shear capacity of FRP reinforced concrete members	58
A two-stage intrusion detection system with auto-encoder and LSTMs	58
Artificial bee colony algorithm based on adaptive neighborhood search and Gaussian perturbation	57
Application of an MCDM model with data mining techniques for green supplier evaluation and selection	57
SHADE–WOA: A metaheuristic algorithm for global optimization	57
Predicting stock price trends based on financial news articles and using a novel twin support vector machine with fuzzy hyperplane	57
Optimal designing and management of a stand-alone hybrid energy system using meta-heuristic improved sine–cosine algorithm for Recreational Center, case study for Iran country	57
Consistency and trust relationship-driven social network group decision-making method with probabilistic linguistic information	57
Quantum Fruit Fly algorithm and ResNet50-VGG16 for medical diagnosis	57
Time series forecasting based on echo state network and empirical wavelet transformation	57
Comparison of neural network, Gaussian regression, support vector machine, long short-term memory, multi-gene genetic programming, and M5 Trees methods for solving civil engineering problems	56
A broad review on class imbalance learning techniques	56
An explainable AI (XAI) model for landslide susceptibility modeling	56
Distracted driver detection by combining in-vehicle and image data using deep learning	56
Identifying crop diseases using attention embedded MobileNet-V2 model	56
Human protein subcellular localization identification via fuzzy model on Kernelized Neighborhood Representation	56
Discrete sparrow search algorithm for symmetric traveling salesman problem	56
Renewable sources-based automatic load frequency control of interconnected systems using chaotic atom search optimization	55
Swarm intelligence optimization of the group method of data handling using the cuckoo search and whale optimization algorithms to model and predict landslides	55
COVID-19 outbreak: An ensemble pre-trained deep learning model for detecting informative tweets	55
The mixed integer robust maximum expert consensus models for large-scale GDM under uncertainty circumstances	55
Deep reinforcement learning approach for MPPT control of partially shaded PV systems in Smart Grids	55
Optimal production and maintenance scheduling for a degrading multi-failure modes single-machine production environment	55
Implementing modified swarm intelligence algorithm based on Slime moulds for path planning and obstacle avoidance problem in mobile robots	55
Short-term prediction of COVID-19 spread using grey rolling model optimized by particle swarm optimization	54
A chaos recurrent ANFIS optimized by PSO to predict ground vibration generated in rock blasting	54
A high-dimensional feature selection method based on modified Gray Wolf Optimization	54
Agile trends in Chinese global software development industry: Fuzzy AHP based conceptual mapping	53
A survey: Optimization and applications of evidence fusion algorithm based on Dempster–Shafer theory	53
A convolutional neural network model for abnormality diagnosis in a nuclear power plant	53
Financial market prediction under deep learning framework using auto encoder and kernel extreme learning machine	53
Routing and scheduling optimization for UAV assisted delivery system: A hybrid approach	53
Development of the Multi-Objective Adaptive Guided Differential Evolution and optimization of the MO-ACOPF for wind/PV/tidal energy sources	53
How to design the fair experimental classifier evaluation	53
Coronavirus disease (COVID-19) detection using X-ray images and enhanced DenseNet	53
A discrete artificial bee colony algorithm for the distributed heterogeneous no-wait flowshop scheduling problem	52
The choice of scaling technique matters for classification performance	52
Assessing countries’ performances against COVID-19 via WSIDEA and machine learning algorithms	52
Deep learning feature exploration for Android malware detection	52
Multi-criteria decision-making framework for large-scale rooftop photovoltaic project site selection based on intuitionistic fuzzy sets	52
Deep learning for Arabic subjective sentiment analysis: Challenges and research opportunities	52
FH-ACO: Fuzzy heuristic-based ant colony optimization for joint virtual network function placement and routing	52
CUS-heterogeneous ensemble-based financial distress prediction for imbalanced dataset with ensemble feature selection	52
Random vector functional link network: Recent developments, applications, and future directions	52
Predicting load capacity of shear walls using SVR–RSM model	52
Deep learning architectures in emerging cloud computing architectures: Recent development, challenges and next research trend	52
CASA-based speaker identification using cascaded GMM-CNN classifier in noisy and emotional talking conditions	52
Load frequency control of a microgrid employing a 2D Sine Logistic map based chaotic sine cosine algorithm	51
Search trajectory networks: A tool for analysing and visualising the behaviour of metaheuristics	51
A Fuzzy-AHP based prioritization of trust criteria in fog computing services	51
A deep learning classification framework for early prediction of team-based academic performance	50
Analyzing the effectiveness of semi-supervised learning approaches for opinion spam classification	50
Failure mode and effect analysis: An interval-valued intuitionistic fuzzy cloud theory-based method	50
A CNN-LSTM network with multi-level feature extraction-based approach for automated detection of coronavirus from CT scan and X-ray images	50
Detecting handcrafted facial image manipulations and GAN-generated facial images using Shallow-FakeFaceNet	50
A data-driven understanding of COVID-19 dynamics using sequential genetic algorithm based probabilistic cellular automata	49
A network security situation assessment method based on adversarial deep learning	49
Novel leakage detection by ensemble 1DCNN-VAPSO-SVM in oil and gas pipeline systems	49
The new extension of the MULTIMOORA method for sustainable supplier selection with intuitionistic linguistic rough numbers	49
Heterogenous Adaptive Ant Colony Optimization with 3-opt local search for the Travelling Salesman Problem	49
Identification and prioritization of strategies to tackle COVID-19 outbreak: A group-BWM based MCDM approach	49
Leaf disease detection using machine learning and deep learning: Review and challenges	49
Automated Detection of Covid-19 from Chest X-ray scans using an optimized CNN architecture	49
Bee-foraging learning particle swarm optimization	49
An integrated multi-criteria decision making approach with linguistic hesitant fuzzy sets for E-learning website evaluation and selection	49
Multi-surrogate assisted binary particle swarm optimization algorithm and its application for feature selection	49
Attention-based C-BiLSTM for fake news detection	48
Regret theory-based fuzzy multi-objective portfolio selection model involving DEA cross-efficiency and higher moments	48
Cost-effective subsidy policy for growers and biofuels-plants in closed-loop supply chain of herbs and herbal medicines: An interactive bi-objective optimization in T-environment	48
Explainable AI in big data intelligence of community detection for digitalization e-healthcare services	48
Crosslingual named entity recognition for clinical de-identification applied to a COVID-19 Italian data set	48
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	48
Sustainability analysis of digital transformation and circular industrialization with quantum spherical fuzzy modeling and golden cuts	48
Novel optimization approach for stock price forecasting using multi-layered sequential LSTM	48
Meta deep learning based rotating machinery health prognostics toward few-shot prognostics	48
Solving multi-depot electric vehicle scheduling problem by column generation and genetic algorithm	48
DJAYA: A discrete Jaya algorithm for solving traveling salesman problem	47
FDN-ADNet: Fuzzy LS-TWSVM based deep learning network for prognosis of the Alzheimer’s disease using the sagittal plane of MRI scans	47