Applied Soft Computing

Article	Citations
Investigating the impact of data normalization on classification performance	581
Financial time series forecasting with deep learning : A systematic literature review: 2005–2019	515
A new hybrid model for wind speed forecasting combining long short-term memory neural network, decomposition methods and grey wolf optimizer	389
Sentiment Analysis of COVID-19 tweets by Deep Learning Classifiers—A study to show how popularity is affecting accuracy in social media	238
An improved PSO algorithm for smooth path planning of mobile robots using continuous high-degree Bezier curve	229
EEG emotion recognition using fusion model of graph convolutional neural networks and LSTM	226
A Novel Medical Diagnosis model for COVID-19 infection detection based on Deep Features and Bayesian Optimization	226
CNN-based transfer learning–BiLSTM network: A novel approach for COVID-19 infection detection	225
Multiple features based approach for automatic fake news detection on social networks using deep learning	224
Dynamic scheduling for flexible job shop with new job insertions by deep reinforcement learning	222
Automated medical diagnosis of COVID-19 through EfficientNet convolutional neural network	220
Deep learning for financial applications : A survey	199
Differential evolution algorithm with wavelet basis function and optimal mutation strategy for complex optimization problem	194
Topic detection and sentiment analysis in Twitter content related to COVID-19 from Brazil and the USA	189
An intensify Harris Hawks optimizer for numerical and engineering optimization problems	182
HSMA_WOA: A hybrid novel Slime mould algorithm with whale optimization algorithm for tackling the image segmentation problem of chest X-ray images	173
AI-assisted CT imaging analysis for COVID-19 screening: Building and deploying a medical AI system	171
The ensemble deep learning model for novel COVID-19 on CT images	166
A novel reinforcement learning based grey wolf optimizer algorithm for unmanned aerial vehicles (UAVs) path planning	164
Remaining useful life prediction using multi-scale deep convolutional neural network	163
An integrated framework of deep learning and knowledge graph for prediction of stock price trend: An application in Chinese stock exchange market	158
Statistical and machine learning models in credit scoring: A systematic literature survey	154
InstaCovNet-19: A deep learning classification model for the detection of COVID-19 patients using Chest X-ray	149
Safety-enhanced UAV path planning with spherical vector-based particle swarm optimization	149
Deep belief network and linear perceptron based cognitive computing for collaborative robots	147

Forecasting of COVID19 per regions using ARIMA models and polynomial functions	145
Composite Monte Carlo decision making under high uncertainty of novel coronavirus epidemic using hybridized deep learning and fuzzy rule induction	144
MTDE: An effective multi-trial vector-based differential evolution algorithm and its applications for engineering design problems	136
Fuzzy neural networks and neuro-fuzzy networks: A review the main techniques and applications used in the literature	135
AHP integrated TOPSIS and VIKOR methods with Pythagorean fuzzy sets to prioritize risks in self-driving vehicles	133
Mean–variance portfolio optimization using machine learning-based stock price prediction	132
Federated learning for COVID-19 screening from Chest X-ray images	131
An easy-to-use real-world multi-objective optimization problem suite	127
SCSTCF: Spatial-Channel Selection and Temporal Regularized Correlation Filters for visual tracking	125
Short-term photovoltaic power generation forecasting based on random forest feature selection and CEEMD: A case study	123
Fuzzy based image edge detection algorithm for blood vessel detection in retinal images	123
A full migration BBO algorithm with enhanced population quality bounds for multimodal biomedical image registration	121
Deep transfer learning with limited data for machinery fault diagnosis	121
Inception v3 based cervical cell classification combined with artificially extracted features	119
A novel hybrid MCDM model for machine tool selection using fuzzy DEMATEL, entropy weighting and later defuzzification VIKOR	118
A multi-objective pharmaceutical supply chain network based on a robust fuzzy model: A comparison of meta-heuristics	118
A memory-based Grey Wolf Optimizer for global optimization tasks	117
Quantum based Whale Optimization Algorithm for wrapper feature selection	116
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	116
A parallel compact cuckoo search algorithm for three-dimensional path planning	116
Multi-objective path planning of an autonomous mobile robot using hybrid PSO-MFB optimization algorithm	115
A bi-objective home healthcare routing and scheduling problem considering patients’ satisfaction in a fuzzy environment	113
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	112
Failure mode and effects analysis (FMEA) for risk assessment based on interval type-2 fuzzy evidential reasoning method	110
A new deep learning ensemble credit risk evaluation model with an improved synthetic minority oversampling technique	107
MARCOS technique under intuitionistic fuzzy environment for determining the COVID-19 pandemic performance of insurance companies in terms of healthcare services	106
Fault diagnosis of rolling bearing of wind turbines based on the Variational Mode Decomposition and Deep Convolutional Neural Networks	104
An adaptive differential evolution algorithm based on belief space and generalized opposition-based learning for resource allocation	103
An optimized deep learning architecture for the diagnosis of COVID-19 disease based on gravitational search optimization	103
Assessment of compressive strength of Ultra-high Performance Concrete using deep machine learning techniques	103
A novel hybrid model based on multi-objective Harris hawks optimization algorithm for daily PM2.5 and PM10 forecasting	101
FBI inspired meta-optimization	101
A fuzzy rough number-based AHP-TOPSIS for design concept evaluation under uncertain environments	99
User reviews: Sentiment analysis using lexicon integrated two-channel CNN–LSTM​ family models	98
Improved tunicate swarm algorithm: Solving the dynamic economic emission dispatch problems	98
Sarcasm detection in mash-up language using soft-attention based bi-directional LSTM and feature-rich CNN	97
Equilibrium optimization algorithm for network reconfiguration and distributed generation allocation in power systems	97
Cooperation search algorithm: A novel metaheuristic evolutionary intelligence algorithm for numerical optimization and engineering optimization problems	96
A survey and taxonomy of the fuzzy signature-based Intrusion Detection Systems	96
Imbalanced sample fault diagnosis of rotating machinery using conditional variational auto-encoder generative adversarial network	95
Multi-objective metaheuristics for discrete optimization problems: A review of the state-of-the-art	95
A hybrid approach for forecasting ship motion using CNN–GRU–AM and GCWOA	94
Improved binary particle swarm optimization for feature selection with new initialization and search space reduction strategies	93
An ensemble learning based prediction strategy for dynamic multi-objective optimization	93
Offshore wind farm site selection using interval rough numbers based Best-Worst Method and MARCOS	91
Distributed Grey Wolf Optimizer for scheduling of workflow applications in cloud environments	90
A stacking-based ensemble learning method for earthquake casualty prediction	89
A new approach for computer-aided detection of coronavirus (COVID-19) from CT and X-ray images using machine learning methods	89
Modelling and forecasting of COVID-19 spread using wavelet-coupled random vector functional link networks	89
Interpreting network knowledge with attention mechanism for bearing fault diagnosis	88

Multi-robot path planning using improved particle swarm optimization algorithm through novel evolutionary operators	88
A new-structure grey Verhulst model for China’s tight gas production forecasting	88
Discrete evolutionary multi-objective optimization for energy-efficient blocking flow shop scheduling with setup time	88
Clustering-based anomaly detection in multivariate time series data	87
An enhanced genetic algorithm for path planning of autonomous UAV in target coverage problems	87
Application of LSTM approach for modelling stress–strain behaviour of soil	86
Cross-SEAN: A cross-stitch semi-supervised neural attention model for COVID-19 fake news detection	86
An ensemble-based hotel recommender system using sentiment analysis and aspect categorization of hotel reviews	84
Binary biogeography-based optimization based SVM-RFE for feature selection	84
Modified two-phase fuzzy goal programming integrated with IF-TOPSIS for green supplier selection	84
Dynamic differential annealed optimization: New metaheuristic optimization algorithm for engineering applications	83
Distributed computation offloading method based on deep reinforcement learning in ICV	82
DeepCoroNet: A deep LSTM approach for automated detection of COVID-19 cases from chest X-ray images	81
Interval type-2 Fuzzy ARAS method for recycling facility location problems	81
New imbalanced bearing fault diagnosis method based on Sample-characteristic Oversampling TechniquE (SCOTE) and multi-class LS-SVM	81
Railway dangerous goods transportation system risk identification: Comparisons among SVM, PSO-SVM, GA-SVM and GS-SVM	80
Evaluation of government strategies against COVID-19 pandemic using q-rung orthopair fuzzy TOPSIS method	80
Optimal power flow using the AMTPG-Jaya algorithm	80
A multi-stage multi-criteria hierarchical decision-making approach for sustainable supplier selection	79
DanHAR: Dual Attention Network for multimodal human activity recognition using wearable sensors	79
Deep transfer with minority data augmentation for imbalanced breast cancer dataset	79
On the origins of randomization-based feedforward neural networks	78
An improved artificial bee colony algorithm for solving multi-objective low-carbon flexible job shop scheduling problem	78
Spam filtering using a logistic regression model trained by an artificial bee colony algorithm	78
Att-Net: Enhanced emotion recognition system using lightweight self-attention module	77
Short-term wind power prediction based on EEMD–LASSO–QRNN model	77
Cryptocurrency malware hunting: A deep Recurrent Neural Network approach	77
A hybrid algorithm based optimal placement of DG units for loss reduction in the distribution system	76
Attention induced multi-head convolutional neural network for human activity recognition	76
Ensemble of deep sequential models for credit card fraud detection	75
Intelligent modeling strategies for forecasting air quality time series: A review	75
Efficient activity recognition using lightweight CNN and DS-GRU network for surveillance applications	75
Hybrid Particle Swarm and Grey Wolf Optimizer and its application to clustering optimization	75
Matching large-scale biomedical ontologies with central concept based partitioning algorithm and Adaptive Compact Evolutionary Algorithm	74
A novel image encryption scheme using both pixel level and bit level permutation with chaotic map	74
Kapur’s entropy based optimal multilevel image segmentation using Crow Search Algorithm	74
COVID-19 X-ray images classification based on enhanced fractional-order cuckoo search optimizer using heavy-tailed distributions	73
Ant colony optimization for traveling salesman problem based on parameters optimization	73
An efficient equilibrium optimizer with mutation strategy for numerical optimization	73
Fuzzy finite-time stable compensation control for a building structural vibration system with actuator failures	73
Detecting fake news with capsule neural networks	73
A novel hybrid feature selection method based on dynamic feature importance	73
An improved sine–cosine algorithm for simultaneous network reconfiguration and DG allocation in power distribution systems	72
An efficient metaheuristic algorithm based feature selection and recurrent neural network for DoS attack detection in cloud computing environment	72
A long-term prediction approach based on long short-term memory neural networks with automatic parameter optimization by Tree-structured Parzen Estimator and applied to time-series data of NPP steam g	72
Disaster relief supply chain design for personal protection equipment during the COVID-19 pandemic	72
AGLNet: Towards real-time semantic segmentation of self-driving images via attention-guided lightweight network	72
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)	71
Classification of white blood cells using deep features obtained from Convolutional Neural Network models based on the combination of feature selection methods	71
Temporal convolutional autoencoder for unsupervised anomaly detection in time series	71
A genetic simulated annealing algorithm for parallel partial disassembly line balancing problem	71
Prediction and analysis of train arrival delay based on XGBoost and Bayesian optimization	71
A competitive chain-based Harris Hawks Optimizer for global optimization and multi-level image thresholding problems	70
Parameter optimization for nonlinear grey Bernoulli model on biomass energy consumption prediction	70
Multi-objective meta-heuristic optimization in intelligent control: A survey on the controller tuning problem	70
Deep neural network features fusion and selection based on PLS regression with an application for crops diseases classification	70
Forecasting crude oil prices based on variational mode decomposition and random sparse Bayesian learning	69
A seasonal-trend decomposition-based dendritic neuron model for financial time series prediction	69
Detecting COVID-19 patients based on fuzzy inference engine and Deep Neural Network	68
The viability of extended marine predators algorithm-based artificial neural networks for streamflow prediction	68
A decision-theoretic rough set model with q-rung orthopair fuzzy information and its application in stock investment evaluation	68
An integration of a QFD model with Fuzzy-ANP approach for determining the importance weights for engineering characteristics of the proposed wheelchair design	68
Solving green supplier selection problem using q-rung orthopair fuzzy-based decision framework with unknown weight information	68
Fuzzy decision by opinion score method	68
Electrical load forecasting: A deep learning approach based on K-nearest neighbors	67
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	67
Optimal path planning approach based on Q-learning algorithm for mobile robots	67
A modified interval valued intuitionistic fuzzy CODAS method and its application to multi-criteria selection among renewable energy alternatives in Turkey	67
Solving capacitated vehicle routing problem using cooperative firefly algorithm	67
The applications of MCDM methods in COVID-19 pandemic: A state of the art review	66
Dynamic Histogram Equalization for contrast enhancement for digital images	66
Modes decomposition forecasting approach for ultra-short-term wind speed	66
Data-driven prognosis method using hybrid deep recurrent neural network	66
Optimization of Optimal Power Flow Problem Using Multi-Objective Manta Ray Foraging Optimizer	65
Feature selection via normative fuzzy information weight with application into tumor classification	65
Constrained design optimization of selected mechanical system components using Rao algorithms	65
Unsupervised anomaly detection with LSTM autoencoders using statistical data-filtering	65
Evaluating public transport service quality using picture fuzzy analytic hierarchy process and linear assignment model	64
Fitness–Distance Balance based adaptive guided differential evolution algorithm for security-constrained optimal power flow problem incorporating renewable energy sources	64
Hybridizing Gray Wolf Optimization (GWO) with Grasshopper Optimization Algorithm (GOA) for text feature selection and clustering	64

Utilizing IoT to design a relief supply chain network for the SARS-COV-2 pandemic	64
Learning distinctive filters for COVID-19 detection from chest X-ray using shuffled residual CNN	64
Mathematical model and bee algorithms for mixed-model assembly line balancing problem with physical human–robot collaboration	63
Pinhole-imaging-based learning butterfly optimization algorithm for global optimization and feature selection	62
Multi-criteria food waste treatment method selection using single-valued neutrosophic-CRITIC-MULTIMOORA framework	62
SVM kernel based on particle swarm optimized vector and Bayesian optimized SVM in atmospheric particulate matter forecasting	62
Sustainable building material selection: An integrated multi-criteria large group decision making framework	62
A self-adaptive kernel extreme learning machine for short-term wind speed forecasting	61
Solving a novel designed second order nonlinear Lane–Emden delay differential model using the heuristic techniques	61
Building trust/distrust relationships on signed social service network through privacy-aware link prediction process	61
A fuzzy recommendation system for predicting the customers interests using sentiment analysis and ontology in e-commerce	61
Q-Learning-based parameter control in differential evolution for structural optimization	61
Uncertainty quantification for plant disease detection using Bayesian deep learning	61
Daily streamflow forecasting in Sobradinho Reservoir using machine learning models coupled with wavelet transform and bootstrapping	61
WBC-Net: A white blood cell segmentation network based on UNet++ and ResNet	61
Hesitant Pythagorean fuzzy ELECTRE-II method for multi-criteria decision-making problems	60
Pyramid particle swarm optimization with novel strategies of competition and cooperation	60
Social network clustering and consensus-based distrust behaviors management for large-scale group decision-making with incomplete hesitant fuzzy preference relations	60
A rough–fuzzy approach integrating best–worst method and data envelopment analysis to multi-criteria selection of smart product service module	59
EGNN: Graph structure learning based on evolutionary computation helps more in graph neural networks	58
Discrete Grey Wolf Optimizer for symmetric travelling salesman problem	58
Attribute reduction methods in fuzzy rough set theory: An overview, comparative experiments, and new directions	58
Prediction of air-overpressure induced by blasting using an ANFIS-PNN model optimized by GA	58
An extended Pythagorean fuzzy complex proportional assessment approach with new entropy and score function: Application in pharmacological therapy selection for type 2 diabetes	58
Multiobjective multi-verse optimization algorithm to solve combined economic, heat and power emission dispatch problems	58
2-stage modified random forest model for credit risk assessment of P2P network lending to “Three Rurals” borrowers	58
ELM-based adaptive neuro swarm intelligence techniques for predicting the California bearing ratio of soils in soaked conditions	58
Thermally-induced error compensation of spindle system based on long short term memory neural networks	58
Opposition-based JAYA with population reduction for parameter estimation of photovoltaic solar cells and modules	58
R-GWO: Representative-based grey wolf optimizer for solving engineering problems	57
Cascade knowledge diffusion network for skin lesion diagnosis and segmentation	57
A novel hybrid model based on combined preprocessing method and advanced optimization algorithm for power load forecasting	57
Advanced Machine Learning techniques for fake news (online disinformation) detection: A systematic mapping study	57
Combined economic and emission power dispatch problems through multi-objective squirrel search algorithm	57
Application of modified pigeon-inspired optimization algorithm and constraint-objective sorting rule on multi-objective optimal power flow problem	57
A new combined model based on multi-objective salp swarm optimization for wind speed forecasting	56
Customer-oriented product design using an integrated neutrosophic AHP & DEMATEL & QFD methodology	56
Deep neural networks for improving physical accuracy of 2D and 3D multi-mineral segmentation of rock micro-CT images	56
A comprehensive comparison of recent developed meta-heuristic algorithms for streamflow time series forecasting problem	56
Deep learning and multilingual sentiment analysis on social media data: An overview	56
Nonlinear-based Chaotic Harris Hawks Optimizer: Algorithm and Internet of Vehicles application	56
A clustering and dimensionality reduction based evolutionary algorithm for large-scale multi-objective problems	56
An effective Iterated Greedy algorithm for the distributed permutation flowshop scheduling with due windows	55
An efficient krill herd algorithm for color image multilevel thresholding segmentation problem	55
Assessing customer satisfaction of O2O takeaway based on online reviews by integrating fuzzy comprehensive evaluation with AHP and probabilistic linguistic term sets	55
A linguistic distribution behavioral multi-criteria group decision making model integrating extended generalized TODIM and quantum decision theory	55
CNN-based multivariate data analysis for bitcoin trend prediction	55
Carbon price forecasting system based on error correction and divide-conquer strategies	55
Customer segmentation using K-means clustering and the adaptive particle swarm optimization algorithm	55
Hybrid particle swarm optimization algorithm for solving the clustered vehicle routing problem	55
Monitoring agriculture areas with satellite images and deep learning	55
Copula-based reliability and sensitivity analysis of aging dams: Adaptive Kriging and polynomial chaos Kriging methods	54
Adolescent Identity Search Algorithm (AISA): A novel metaheuristic approach for solving optimization problems	54
Autonomous navigation of UAV in multi-obstacle environments based on a Deep Reinforcement Learning approach	54
A multi-objective evolutionary algorithm with interval based initialization and self-adaptive crossover operator for large-scale feature selection in classification	54
Human protein subcellular localization identification via fuzzy model on Kernelized Neighborhood Representation	54
Metaheuristics for solving the vehicle routing problem with the time windows and energy consumption in cold chain logistics	54
CoVNet-19: A Deep Learning model for the detection and analysis of COVID-19 patients	54
A multi-objective particle swarm optimization algorithm based on two-archive mechanism	54
Adaptive optimal fuzzy logic based energy management in multi-energy microgrid considering operational uncertainties	54
A survey on the Artificial Bee Colony algorithm variants for binary, integer and mixed integer programming problems	54
Energy load time-series forecast using decomposition and autoencoder integrated memory network	54
Topic-level sentiment analysis of social media data using deep learning	54
Emended salp swarm algorithm for multiobjective electric power dispatch problem	53
Developing a decision support system for logistics service provider selection employing fuzzy MULTIMOORA & BWM in mining equipment manufacturing	53
Artificial neural networks in drought prediction in the 21st century–A scientometric analysis	53
A predictive GA-based model for closed high-utility itemset mining	53
Bayesian optimization algorithm based support vector regression analysis for estimation of shear capacity of FRP reinforced concrete members	53
Pareto optimality and game theory approach for optimal deployment of DG in radial distribution system to improve techno-economic benefits	52
A new fractional-order general type-2 fuzzy predictive control system and its application for glucose level regulation	52
COPRAS method based on interval-valued hesitant Fermatean fuzzy sets and its application in selecting desalination technology	52
A weighting model based on best–worst method and its application for environmental performance evaluation	52
A cyclic dynamic trust-based consensus model for large-scale group decision making with probabilistic linguistic information	52
Distracted driver detection by combining in-vehicle and image data using deep learning	52
A remaining useful life prediction method with long-short term feature processing for aircraft engines	52
A Novel Image Steganographic Method based on Integer Wavelet Transformation and Particle Swarm Optimization	52
Intelligent optic disc segmentation using improved particle swarm optimization and evolving ensemble models	52
A machine learning approach combining expert knowledge with genetic algorithms in feature selection for credit risk assessment	51
An effective automatic system deployed in agricultural Internet of Things using Multi-Context Fusion Network towards crop disease recognition in the wild	51
Application of an MCDM model with data mining techniques for green supplier evaluation and selection	51
A carnivorous plant algorithm for solving global optimization problems	51
Predicting stock price trends based on financial news articles and using a novel twin support vector machine with fuzzy hyperplane	51
A novel intelligent technique for energy management in smart home using internet of things	51
Influence of initialization on the performance of metaheuristic optimizers	51
Modified Social Group Optimization—a meta-heuristic algorithm to solve short-term hydrothermal scheduling	51
Flexible job shop scheduling problem with reconfigurable machine tools: An improved differential evolution algorithm	50
Constructing a health indicator for roller bearings by using a stacked auto-encoder with an exponential function to eliminate concussion	50
The mixed integer robust maximum expert consensus models for large-scale GDM under uncertainty circumstances	50
Real-time deep reinforcement learning based vehicle navigation	50
Implementing modified swarm intelligence algorithm based on Slime moulds for path planning and obstacle avoidance problem in mobile robots	50
Grey wolf optimizer with an enhanced hierarchy and its application to the wireless sensor network coverage optimization problem	50
Adaptive inertia weight Bat algorithm with Sugeno-Function fuzzy search	50
Consistency and trust relationship-driven social network group decision-making method with probabilistic linguistic information	50
SHADE–WOA: A metaheuristic algorithm for global optimization	50
A chaos recurrent ANFIS optimized by PSO to predict ground vibration generated in rock blasting	49