Applied Soft Computing

Papers
(The TQCC of Applied Soft Computing is 17. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-03-01 to 2024-03-01.)
ArticleCitations
Adaptive Threshold Optimisation for Online Feature Selection using Dynamic Particle Swarm Optimisation in Determining Feature Relevancy and Redundancy976500490
Spherical Fuzzy Sets based Integrated DEMATEL, ANP, VIKOR Approach and its application for Renewable Energy Selection in Turkey925894961
An Intelligent Framework of Upgraded CapsNets with Massive Transmissibility Data for Identifying Damage in Bridges859125559
Pheromone-Guided parallel rough hypercuboid attribute reduction algorithm842215992
Implementation of Caputo type fractional derivative chain rule on back propagation algorithm809120313
Investigating the impact of data normalization on classification performance557
Financial time series forecasting with deep learning : A systematic literature review: 2005–2019498
A new hybrid model for wind speed forecasting combining long short-term memory neural network, decomposition methods and grey wolf optimizer381
Chaotic multi-swarm whale optimizer boosted support vector machine for medical diagnosis359
Sentiment Analysis of COVID-19 tweets by Deep Learning Classifiers—A study to show how popularity is affecting accuracy in social media233
CNN-based transfer learning–BiLSTM network: A novel approach for COVID-19 infection detection222
An improved PSO algorithm for smooth path planning of mobile robots using continuous high-degree Bezier curve222
A Novel Medical Diagnosis model for COVID-19 infection detection based on Deep Features and Bayesian Optimization220
Multiple features based approach for automatic fake news detection on social networks using deep learning219
Dynamic scheduling for flexible job shop with new job insertions by deep reinforcement learning217
EEG emotion recognition using fusion model of graph convolutional neural networks and LSTM217
Automated medical diagnosis of COVID-19 through EfficientNet convolutional neural network214
Deep learning for financial applications : A survey191
Differential evolution algorithm with wavelet basis function and optimal mutation strategy for complex optimization problem190
Topic detection and sentiment analysis in Twitter content related to COVID-19 from Brazil and the USA188
An intensify Harris Hawks optimizer for numerical and engineering optimization problems179
HSMA_WOA: A hybrid novel Slime mould algorithm with whale optimization algorithm for tackling the image segmentation problem of chest X-ray images172
AI-assisted CT imaging analysis for COVID-19 screening: Building and deploying a medical AI system170
The ensemble deep learning model for novel COVID-19 on CT images163
A novel reinforcement learning based grey wolf optimizer algorithm for unmanned aerial vehicles (UAVs) path planning161
An integrated framework of deep learning and knowledge graph for prediction of stock price trend: An application in Chinese stock exchange market157
Remaining useful life prediction using multi-scale deep convolutional neural network156
Statistical and machine learning models in credit scoring: A systematic literature survey149
InstaCovNet-19: A deep learning classification model for the detection of COVID-19 patients using Chest X-ray145
Deep belief network and linear perceptron based cognitive computing for collaborative robots145
Forecasting of COVID19 per regions using ARIMA models and polynomial functions144
Composite Monte Carlo decision making under high uncertainty of novel coronavirus epidemic using hybridized deep learning and fuzzy rule induction143
Safety-enhanced UAV path planning with spherical vector-based particle swarm optimization141
MTDE: An effective multi-trial vector-based differential evolution algorithm and its applications for engineering design problems131
Fuzzy neural networks and neuro-fuzzy networks: A review the main techniques and applications used in the literature130
AHP integrated TOPSIS and VIKOR methods with Pythagorean fuzzy sets to prioritize risks in self-driving vehicles130
Mean–variance portfolio optimization using machine learning-based stock price prediction128
Federated learning for COVID-19 screening from Chest X-ray images128
An easy-to-use real-world multi-objective optimization problem suite125
SCSTCF: Spatial-Channel Selection and Temporal Regularized Correlation Filters for visual tracking124
Short-term photovoltaic power generation forecasting based on random forest feature selection and CEEMD: A case study121
Fuzzy based image edge detection algorithm for blood vessel detection in retinal images121
A full migration BBO algorithm with enhanced population quality bounds for multimodal biomedical image registration120
Deep transfer learning with limited data for machinery fault diagnosis120
A novel hybrid MCDM model for machine tool selection using fuzzy DEMATEL, entropy weighting and later defuzzification VIKOR118
A multi-objective pharmaceutical supply chain network based on a robust fuzzy model: A comparison of meta-heuristics116
Quantum based Whale Optimization Algorithm for wrapper feature selection115
Multi-objective path planning of an autonomous mobile robot using hybrid PSO-MFB optimization algorithm114
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 outbreak114
A parallel compact cuckoo search algorithm for three-dimensional path planning113
A memory-based Grey Wolf Optimizer for global optimization tasks113
Inception v3 based cervical cell classification combined with artificially extracted features113
A bi-objective home healthcare routing and scheduling problem considering patients’ satisfaction in a fuzzy environment112
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 (ARIMA109
Failure mode and effects analysis (FMEA) for risk assessment based on interval type-2 fuzzy evidential reasoning method108
MARCOS technique under intuitionistic fuzzy environment for determining the COVID-19 pandemic performance of insurance companies in terms of healthcare services106
Fault diagnosis of rolling bearing of wind turbines based on the Variational Mode Decomposition and Deep Convolutional Neural Networks102
Self-adaptive parameter and strategy based particle swarm optimization for large-scale feature selection problems with multiple classifiers102
A new deep learning ensemble credit risk evaluation model with an improved synthetic minority oversampling technique101
A novel hybrid model based on multi-objective Harris hawks optimization algorithm for daily PM2.5 and PM10 forecasting101
Assessment of compressive strength of Ultra-high Performance Concrete using deep machine learning techniques100
FBI inspired meta-optimization100
An optimized deep learning architecture for the diagnosis of COVID-19 disease based on gravitational search optimization99
A fuzzy rough number-based AHP-TOPSIS for design concept evaluation under uncertain environments98
Improved tunicate swarm algorithm: Solving the dynamic economic emission dispatch problems98
An adaptive differential evolution algorithm based on belief space and generalized opposition-based learning for resource allocation97
Cooperation search algorithm: A novel metaheuristic evolutionary intelligence algorithm for numerical optimization and engineering optimization problems95
User reviews: Sentiment analysis using lexicon integrated two-channel CNN–LSTM​ family models95
Sarcasm detection in mash-up language using soft-attention based bi-directional LSTM and feature-rich CNN94
Multi-objective metaheuristics for discrete optimization problems: A review of the state-of-the-art94
Imbalanced sample fault diagnosis of rotating machinery using conditional variational auto-encoder generative adversarial network93
An ensemble learning based prediction strategy for dynamic multi-objective optimization90
Equilibrium optimization algorithm for network reconfiguration and distributed generation allocation in power systems90
Distributed Grey Wolf Optimizer for scheduling of workflow applications in cloud environments89
A hybrid approach for forecasting ship motion using CNN–GRU–AM and GCWOA89
Modelling and forecasting of COVID-19 spread using wavelet-coupled random vector functional link networks89
A survey and taxonomy of the fuzzy signature-based Intrusion Detection Systems88
Offshore wind farm site selection using interval rough numbers based Best-Worst Method and MARCOS88
A new-structure grey Verhulst model for China’s tight gas production forecasting87
A new approach for computer-aided detection of coronavirus (COVID-19) from CT and X-ray images using machine learning methods87
Improved binary particle swarm optimization for feature selection with new initialization and search space reduction strategies87
Interpreting network knowledge with attention mechanism for bearing fault diagnosis87
A stacking-based ensemble learning method for earthquake casualty prediction86
Discrete evolutionary multi-objective optimization for energy-efficient blocking flow shop scheduling with setup time85
Stacked pruning sparse denoising autoencoder based intelligent fault diagnosis of rolling bearings84
Cross-SEAN: A cross-stitch semi-supervised neural attention model for COVID-19 fake news detection84
A cooperative advertising collaboration policy in supply chain management under uncertain conditions84
Multi-robot path planning using improved particle swarm optimization algorithm through novel evolutionary operators84
Application of LSTM approach for modelling stress–strain behaviour of soil83
Binary biogeography-based optimization based SVM-RFE for feature selection82
Dynamic differential annealed optimization: New metaheuristic optimization algorithm for engineering applications82
DeepCoroNet: A deep LSTM approach for automated detection of COVID-19 cases from chest X-ray images81
Clustering-based anomaly detection in multivariate time series data80
An enhanced genetic algorithm for path planning of autonomous UAV in target coverage problems80
Optimal power flow using the AMTPG-Jaya algorithm80
Interval type-2 Fuzzy ARAS method for recycling facility location problems80
An ensemble-based hotel recommender system using sentiment analysis and aspect categorization of hotel reviews80
A Quasi-Oppositional-Chaotic Symbiotic Organisms Search algorithm for optimal allocation of DG in radial distribution networks79
A multi-stage multi-criteria hierarchical decision-making approach for sustainable supplier selection78
DanHAR: Dual Attention Network for multimodal human activity recognition using wearable sensors78
On the origins of randomization-based feedforward neural networks77
New imbalanced bearing fault diagnosis method based on Sample-characteristic Oversampling TechniquE (SCOTE) and multi-class LS-SVM77
Cryptocurrency malware hunting: A deep Recurrent Neural Network approach77
Evaluation of government strategies against COVID-19 pandemic using q-rung orthopair fuzzy TOPSIS method77
Distributed computation offloading method based on deep reinforcement learning in ICV77
Modified two-phase fuzzy goal programming integrated with IF-TOPSIS for green supplier selection77
Att-Net: Enhanced emotion recognition system using lightweight self-attention module76
Short-term wind power prediction based on EEMD–LASSO–QRNN model76
A novel image encryption scheme using both pixel level and bit level permutation with chaotic map74
Kapur’s entropy based optimal multilevel image segmentation using Crow Search Algorithm74
Deep transfer with minority data augmentation for imbalanced breast cancer dataset74
An improved artificial bee colony algorithm for solving multi-objective low-carbon flexible job shop scheduling problem74
Hybrid Particle Swarm and Grey Wolf Optimizer and its application to clustering optimization74
Matching large-scale biomedical ontologies with central concept based partitioning algorithm and Adaptive Compact Evolutionary Algorithm74
Railway dangerous goods transportation system risk identification: Comparisons among SVM, PSO-SVM, GA-SVM and GS-SVM73
A hybrid algorithm based optimal placement of DG units for loss reduction in the distribution system73
Attention induced multi-head convolutional neural network for human activity recognition73
An efficient equilibrium optimizer with mutation strategy for numerical optimization72
Intelligent modeling strategies for forecasting air quality time series: A review72
AGLNet: Towards real-time semantic segmentation of self-driving images via attention-guided lightweight network72
Fuzzy finite-time stable compensation control for a building structural vibration system with actuator failures72
COVID-19 X-ray images classification based on enhanced fractional-order cuckoo search optimizer using heavy-tailed distributions72
Ensemble of deep sequential models for credit card fraud detection72
Spam filtering using a logistic regression model trained by an artificial bee colony algorithm72
An improved sine–cosine algorithm for simultaneous network reconfiguration and DG allocation in power distribution systems71
A novel hybrid feature selection method based on dynamic feature importance71
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 g71
Prediction and analysis of train arrival delay based on XGBoost and Bayesian optimization71
Detecting fake news with capsule neural networks71
A genetic simulated annealing algorithm for parallel partial disassembly line balancing problem71
Efficient activity recognition using lightweight CNN and DS-GRU network for surveillance applications70
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)70
A competitive chain-based Harris Hawks Optimizer for global optimization and multi-level image thresholding problems70
Disaster relief supply chain design for personal protection equipment during the COVID-19 pandemic70
Parameter optimization for nonlinear grey Bernoulli model on biomass energy consumption prediction70
Deep neural network features fusion and selection based on PLS regression with an application for crops diseases classification69
Forecasting crude oil prices based on variational mode decomposition and random sparse Bayesian learning69
Multi-objective feature selection based on artificial bee colony: An acceleration approach with variable sample size68
Fuzzy decision by opinion score method68
Classification of white blood cells using deep features obtained from Convolutional Neural Network models based on the combination of feature selection methods68
Solving green supplier selection problem using q-rung orthopair fuzzy-based decision framework with unknown weight information68
Ant colony optimization for traveling salesman problem based on parameters optimization68
Multi-objective meta-heuristic optimization in intelligent control: A survey on the controller tuning problem68
An efficient metaheuristic algorithm based feature selection and recurrent neural network for DoS attack detection in cloud computing environment68
An integration of a QFD model with Fuzzy-ANP approach for determining the importance weights for engineering characteristics of the proposed wheelchair design68
A decision-theoretic rough set model with q-rung orthopair fuzzy information and its application in stock investment evaluation68
Electrical load forecasting: A deep learning approach based on K-nearest neighbors67
The viability of extended marine predators algorithm-based artificial neural networks for streamflow prediction67
Detecting COVID-19 patients based on fuzzy inference engine and Deep Neural Network67
A seasonal-trend decomposition-based dendritic neuron model for financial time series prediction67
Data-driven prognosis method using hybrid deep recurrent neural network66
A novel system for multi-step electricity price forecasting for electricity market management66
Temporal convolutional autoencoder for unsupervised anomaly detection in time series65
Modes decomposition forecasting approach for ultra-short-term wind speed65
Optimization of an auto drum fashioned brake using the elite opposition-based learning and chaotic k-best gravitational search strategy based grey wolf optimizer algorithm64
Solving capacitated vehicle routing problem using cooperative firefly algorithm64
The applications of MCDM methods in COVID-19 pandemic: A state of the art review64
Feature selection via normative fuzzy information weight with application into tumor classification64
Hybridizing Gray Wolf Optimization (GWO) with Grasshopper Optimization Algorithm (GOA) for text feature selection and clustering63
Optimal path planning approach based on Q-learning algorithm for mobile robots63
A modified interval valued intuitionistic fuzzy CODAS method and its application to multi-criteria selection among renewable energy alternatives in Turkey63
Fitness–Distance Balance based adaptive guided differential evolution algorithm for security-constrained optimal power flow problem incorporating renewable energy sources63
Evaluating public transport service quality using picture fuzzy analytic hierarchy process and linear assignment model63
Constrained design optimization of selected mechanical system components using Rao algorithms63
Utilizing IoT to design a relief supply chain network for the SARS-COV-2 pandemic63
Learning distinctive filters for COVID-19 detection from chest X-ray using shuffled residual CNN62
Unsupervised anomaly detection with LSTM autoencoders using statistical data-filtering62
Sustainable building material selection: An integrated multi-criteria large group decision making framework62
Mathematical model and bee algorithms for mixed-model assembly line balancing problem with physical human–robot collaboration61
Dynamic Histogram Equalization for contrast enhancement for digital images61
Optimization of Optimal Power Flow Problem Using Multi-Objective Manta Ray Foraging Optimizer61
SVM kernel based on particle swarm optimized vector and Bayesian optimized SVM in atmospheric particulate matter forecasting61
Multi-criteria food waste treatment method selection using single-valued neutrosophic-CRITIC-MULTIMOORA framework61
Solving a novel designed second order nonlinear Lane–Emden delay differential model using the heuristic techniques61
Hesitant Pythagorean fuzzy ELECTRE-II method for multi-criteria decision-making problems60
Q-Learning-based parameter control in differential evolution for structural optimization60
Daily streamflow forecasting in Sobradinho Reservoir using machine learning models coupled with wavelet transform and bootstrapping59
Social network clustering and consensus-based distrust behaviors management for large-scale group decision-making with incomplete hesitant fuzzy preference relations59
A self-adaptive kernel extreme learning machine for short-term wind speed forecasting59
Pinhole-imaging-based learning butterfly optimization algorithm for global optimization and feature selection59
Building trust/distrust relationships on signed social service network through privacy-aware link prediction process59
A fuzzy recommendation system for predicting the customers interests using sentiment analysis and ontology in e-commerce59
Uncertainty quantification for plant disease detection using Bayesian deep learning59
WBC-Net: A white blood cell segmentation network based on UNet++ and ResNet59
A novel hybrid model based on combined preprocessing method and advanced optimization algorithm for power load forecasting58
Multiobjective multi-verse optimization algorithm to solve combined economic, heat and power emission dispatch problems58
ELM-based adaptive neuro swarm intelligence techniques for predicting the California bearing ratio of soils in soaked conditions58
A new global best guided artificial bee colony algorithm with application in robot path planning58
2-stage modified random forest model for credit risk assessment of P2P network lending to “Three Rurals” borrowers58
Pyramid particle swarm optimization with novel strategies of competition and cooperation58
Opposition-based JAYA with population reduction for parameter estimation of photovoltaic solar cells and modules57
A rough–fuzzy approach integrating best–worst method and data envelopment analysis to multi-criteria selection of smart product service module56
A new combined model based on multi-objective salp swarm optimization for wind speed forecasting56
Cascade knowledge diffusion network for skin lesion diagnosis and segmentation56
Advanced Machine Learning techniques for fake news (online disinformation) detection: A systematic mapping study56
A comprehensive comparison of recent developed meta-heuristic algorithms for streamflow time series forecasting problem56
Application of modified pigeon-inspired optimization algorithm and constraint-objective sorting rule on multi-objective optimal power flow problem56
Discrete Grey Wolf Optimizer for symmetric travelling salesman problem56
Prediction of air-overpressure induced by blasting using an ANFIS-PNN model optimized by GA56
Deep learning and multilingual sentiment analysis on social media data: An overview56
An extended Pythagorean fuzzy complex proportional assessment approach with new entropy and score function: Application in pharmacological therapy selection for type 2 diabetes56
Thermally-induced error compensation of spindle system based on long short term memory neural networks55
A linguistic distribution behavioral multi-criteria group decision making model integrating extended generalized TODIM and quantum decision theory55
Monitoring agriculture areas with satellite images and deep learning55
R-GWO: Representative-based grey wolf optimizer for solving engineering problems55
Customer segmentation using K-means clustering and the adaptive particle swarm optimization algorithm54
Combined economic and emission power dispatch problems through multi-objective squirrel search algorithm54
CoVNet-19: A Deep Learning model for the detection and analysis of COVID-19 patients54
Deep neural networks for improving physical accuracy of 2D and 3D multi-mineral segmentation of rock micro-CT images54
EGNN: Graph structure learning based on evolutionary computation helps more in graph neural networks54
An effective Iterated Greedy algorithm for the distributed permutation flowshop scheduling with due windows54
A clustering and dimensionality reduction based evolutionary algorithm for large-scale multi-objective problems54
A multi-objective particle swarm optimization algorithm based on two-archive mechanism53
Copula-based reliability and sensitivity analysis of aging dams: Adaptive Kriging and polynomial chaos Kriging methods53
Carbon price forecasting system based on error correction and divide-conquer strategies53
Adaptive optimal fuzzy logic based energy management in multi-energy microgrid considering operational uncertainties53
Human protein subcellular localization identification via fuzzy model on Kernelized Neighborhood Representation53
Customer-oriented product design using an integrated neutrosophic AHP & DEMATEL & QFD methodology53
Adolescent Identity Search Algorithm (AISA): A novel metaheuristic approach for solving optimization problems53
Topic-level sentiment analysis of social media data using deep learning53
An efficient krill herd algorithm for color image multilevel thresholding segmentation problem53
Artificial neural networks in drought prediction in the 21st century–A scientometric analysis53
Energy load time-series forecast using decomposition and autoencoder integrated memory network53
CNN-based multivariate data analysis for bitcoin trend prediction52
A predictive GA-based model for closed high-utility itemset mining52
Bayesian optimization algorithm based support vector regression analysis for estimation of shear capacity of FRP reinforced concrete members52
Application of an MCDM model with data mining techniques for green supplier evaluation and selection52
Pareto optimality and game theory approach for optimal deployment of DG in radial distribution system to improve techno-economic benefits52
Emended salp swarm algorithm for multiobjective electric power dispatch problem52
Distracted driver detection by combining in-vehicle and image data using deep learning52
Nonlinear-based Chaotic Harris Hawks Optimizer: Algorithm and Internet of Vehicles application52
Metaheuristics for solving the vehicle routing problem with the time windows and energy consumption in cold chain logistics52
Assessing customer satisfaction of O2O takeaway based on online reviews by integrating fuzzy comprehensive evaluation with AHP and probabilistic linguistic term sets52
A remaining useful life prediction method with long-short term feature processing for aircraft engines51
A cyclic dynamic trust-based consensus model for large-scale group decision making with probabilistic linguistic information51
An effective automatic system deployed in agricultural Internet of Things using Multi-Context Fusion Network towards crop disease recognition in the wild51
A new fractional-order general type-2 fuzzy predictive control system and its application for glucose level regulation51
Attribute reduction methods in fuzzy rough set theory: An overview, comparative experiments, and new directions51
Predicting stock price trends based on financial news articles and using a novel twin support vector machine with fuzzy hyperplane51
A survey on the Artificial Bee Colony algorithm variants for binary, integer and mixed integer programming problems51
Autonomous navigation of UAV in multi-obstacle environments based on a Deep Reinforcement Learning approach51
Developing a decision support system for logistics service provider selection employing fuzzy MULTIMOORA & BWM in mining equipment manufacturing51
Hybrid particle swarm optimization algorithm for solving the clustered vehicle routing problem51
A Novel Image Steganographic Method based on Integer Wavelet Transformation and Particle Swarm Optimization51
Intelligent optic disc segmentation using improved particle swarm optimization and evolving ensemble models51
Influence of initialization on the performance of metaheuristic optimizers50
Implementing modified swarm intelligence algorithm based on Slime moulds for path planning and obstacle avoidance problem in mobile robots50
COPRAS method based on interval-valued hesitant Fermatean fuzzy sets and its application in selecting desalination technology50
APAD: Autoencoder-based Payload Anomaly Detection for industrial IoE50
Constructing a health indicator for roller bearings by using a stacked auto-encoder with an exponential function to eliminate concussion50
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