Applied Soft Computing

Papers
(The TQCC of Applied Soft Computing is 16. 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 2021-05-01 to 2025-05-01.)
ArticleCitations
Adaptive non-linear soft sensor for quality monitoring in refineries using Just-in-Time Learning—Generalized regression neural network approach308
Dealing with distribution mismatch in semi-supervised deep learning for COVID-19 detection using chest X-ray images: A novel approach using feature densities185
Automatic frequency-based feature selection using discrete weighted evolution strategy181
A predictive intelligence approach for low-light enhancement176
A computationally efficient approximation calculation method in dominance-based rough set approach164
Fast calculation for approximations in Dominance-based Rough Set Approach using Dual Information Granule156
Editorial Board155
Niche-based cooperative co-evolutionary ensemble neural network for classification144
Cooperative coevolutionary algorithm with resource allocation strategies to minimize unnecessary computations139
Variable neighborhood search for weighted total domination problem and its application in social network information spreading138
Prediction of strip section shape for hot-rolled based on mechanism fusion data model133
Fuzzy multi-perspective conformance checking for business processes131
An integrated probabilistic bipolar fermatean hesitant fuzzy transportation configuration for sustainable management of floral waste with risk assessment130
Image steganography based on style transfer and quaternion exponent moments125
Corrigendum to “Gray Wolf Optimizer for hyperspectral band selection” [Appl. Soft Comput. 40 (2016) 178–186]125
Late acceptance hill climbing based algorithm for Unmanned Aerial Vehicles (UAV) path planning problem124
Error feedback method (EFM) based dimension synthesis optimisation for four-bar linkage mechanism124
Graph-driven feature selection via granular-rectangular neighborhood rough sets for interval-valued data sets123
Prediction of blasting induced air-overpressure using a radial basis function network with an additional hidden layer119
Evolutionary optimization of thermo-physical properties of MWCNT-Fe118
Address wind farm layout problems by an adaptive Moth-flame Optimization Algorithm116
A memetic evolution system with statistical variable classification for large-scale many-objective optimization115
Cascaded panoptic segmentation method for high resolution remote sensing image115
Integrative prognostic modeling for breast cancer: Unveiling optimal multimodal combinations using graph convolutional networks and calibrated random forest113
A tabu search based approach for the Heterogeneous Fleet Vehicle Routing Problem with three-dimensional loading constraints113
Effects of diagram plane on neural network based modulation recognition113
Sampling-based test scenarios searching method for autonomous system robustness evaluation111
Evaluating edge artificial intelligence-driven supply chain management platforms using collaborative large-scale fuzzy information fusion110
Point cloud registration based on the dark forest algorithm and its application in coal industry108
An efficient hyper-parameter optimization method for supervised learning104
Sample-analysis based adversarial attack with saliency map103
Neural collaborative filtering with multicriteria evaluation data103
Temporal relation transformer for robust visual tracking with dual-memory learning102
Granular computing-based time series anomaly pattern detection with semantic interpretation101
A new efficient two-stage method for damage localization and quantification in shell structures100
Robust Chinese Clinical Named Entity Recognition with information bottleneck and adversarial training99
Evolutionary computation-based reliability quantification and its application in big data analysis on semiconductor manufacturing98
Feature library-assisted surrogate model for evolutionary wrapper-based feature selection and classification97
Single-objective and multi-objective optimization for variance counterbalancing in stochastic learning97
Dynamic multi-objective evolutionary algorithm with objective space prediction strategy96
A parallel constrained lower confidence bounding approach for computationally expensive constrained optimization problems95
Tumor classification algorithm via parallel collaborative optimization of single- and multi-objective consistency on PET/CT95
An entropy-based density peak clustering for numerical gene expression datasets95
Assessing sustainability of supply chains by fuzzy Malmquist network data envelopment analysis: Incorporating double frontier and common set of weights94
Collaborative semantic representation network for metaphor detection92
Optimizing workload distribution in Fog-Cloud ecosystem: A JAYA based meta-heuristic for energy-efficient applications92
Multi-scale 3D convolution feature-based Broad Learning System for Alzheimer’s Disease diagnosis via MRI images92
A solution-driven multilevel approach for graph coloring91
An optimal control policy in fighting COVID-19 and infectious diseases91
A social participatory allocation network method with partial relations of alternatives and its application in sustainable food supply chain selection91
Exponential loss regularisation for encouraging ordinal constraint to shotgun stocks quality assessment90
Extended belief rule-based system using bi-level joint optimization for environmental investment forecasting89
Simultaneous feature and instance selection in big noisy data using memetic variable neighborhood search88
Mediative fuzzy logic mathematical model: A contradictory management prediction in COVID-19 pandemic88
An interpretable convolutional neural network for nuclear power plant abnormal events87
An efficient manta ray foraging optimization algorithm with individual information interaction and fractional derivative mutation for solving complex function extremum and engineering design problems87
Multilayer time delay reservoir with double feedback loops for time series forecasting task86
Utilizing IoT to design a relief supply chain network for the SARS-COV-2 pandemic86
Residual LSTM based short-term load forecasting85
TSFIS-GWO: Metaheuristic-driven takagi-sugeno fuzzy system for adaptive real-time routing in WBANs85
Parallel graph neural architecture search optimization with incomplete features85
An effective method based on simulated annealing for automatic generation control of power systems85
Adaptive sliding mode control with hysteresis compensation-based neuroevolution for motion tracking of piezoelectric actuator85
Unsupervised feature selection using chronological fitting with Shapley Additive explanation (SHAP) for industrial time-series anomaly detection85
Bayesian evolutionary optimization for crafting high-quality adversarial examples with limited query budget84
Investigations of color image segmentation based on connectivity measure, shape priority and normalized fuzzy graph cut84
JaunENet: An effective non-invasive detection of multi-class jaundice deep learning method with limited labeled data84
Multi-agent reinforcement learning system framework based on topological networks in Fourier space84
Cascaded-ANFIS to simulate nonlinear rainfall–runoff relationship83
An approach to investigate fairness using Dominance-based Rough Sets Analysis—How fair were the COVID-19 restriction decisions in the UK?83
FDN-ADNet: Fuzzy LS-TWSVM based deep learning network for prognosis of the Alzheimer’s disease using the sagittal plane of MRI scans82
An integrated design concept evaluation method based on best–worst entropy and generalized TODIM considering multiple factors of uncertainty82
Multi-source heterogeneous information fusion fault diagnosis method based on deep neural networks under limited datasets82
Solving capacitated vehicle routing problem using cooperative firefly algorithm82
Detection of forest fire using deep convolutional neural networks with transfer learning approach81
A co-evolutionary genetic algorithm with knowledge transfer for multi-objective capacitated vehicle routing problems80
Quality-aware fuzzy min–max neural networks for dynamic brain network analysis and its application to schizophrenia identification80
AWAP: Adaptive weighted attribute propagation enhanced community detection model for bitcoin de-anonymization80
Multi-unit stacked architecture: An urban scene segmentation network based on UNet and ShuffleNetv279
Integrated model and automatically designed solver for power system restoration79
Chinese calligraphy character generation with component-level style learning and structure-aware guidance79
Metaverse and microorganism digital twins: A deep transfer learning approach79
Meta-heuristic as manager in federated learning approaches for image processing purposes79
Siamese learning based on graph differential equation for Next-POI recommendation77
A dynamic dual-population co-evolution multi-objective evolutionary algorithm for constrained multi-objective optimization problems77
Sentiment analysis on a low-resource language dataset using multimodal representation learning and cross-lingual transfer learning77
QDS-COVID: A visual analytics system for interactive exploration of millions of COVID-19 healthcare records in Brazil77
Arithmetic optimization algorithm with cosine composite chaotic mapping in polar coordinate system for economic load dispatching problems in power systems76
Deep neural aggregation for recommending items to group of users76
A Bayesian graph structure inference neural network based on adaptive connection sampling76
A covariance-based Moth–flame optimization algorithm with Cauchy mutation for solving numerical optimization problems76
Tensor idempotent representation with auto-weighted exponential tensor nuclear norm minimization for multi-view clustering75
Quaternary converter based balanced graph contrastive learning for recommendation75
Forecasting crude oil futures prices using BiLSTM-Attention-CNN model with Wavelet transform74
Parallel stochastic configuration networks for large-scale data regression74
A lightweight multi-sensory field-based dual-feature fusion residual network for bird song recognition74
A dimensionless model and ant colony optimization fusion temperature prediction in tunnel fires73
Autonomous navigation of UAV in multi-obstacle environments based on a Deep Reinforcement Learning approach73
Recurrent ensemble random vector functional link neural network for financial time series forecasting72
Route selection in multimodal supply chains: A fuzzy risk assessment model-BWM-MARCOS framework72
Solving the robust influence maximization problem on multi-layer networks via a Memetic algorithm72
Information fusion-based genetic algorithm with long short-term memory for stock price and trend prediction72
Learning fuzzy decision trees for predicting outcomes of legal cases relating to intellectual property rights71
An ensemble deep learning model for human activity analysis using wearable sensory data71
Broad fractional-order echo state network with slime mould algorithm for multivariate time series prediction71
Channel pruning guided by spatial and channel attention for DNNs in intelligent edge computing70
An interval type-2 fuzzy ORESTE method for waste-to-energy plant site selection: A case study in China70
Spherical fuzzy sets based integrated DEMATEL, ANP, VIKOR approach and its application for renewable energy selection in Turkey70
Enhancing vehicle detection in intelligent transportation systems via autonomous UAV platform and YOLOv8 integration70
Edge computing-based person detection system for top view surveillance: Using CenterNet with transfer learning69
Leaf disease detection using machine learning and deep learning: Review and challenges69
An ensemble multi-swarm teaching–learning-based optimization algorithm for function optimization and image segmentation69
A three-way decision method based on cumulative prospect theory for the hierarchical diagnosis and treatment system of chronic diseases68
Efficient traffic-based IoT device identification using a feature selection approach with Lévy flight-based sine chaotic sub-swarm binary honey badger algorithm68
An interval neural network-based Caputo fractional-order extreme learning machine applied to classification68
The application of gradient evolution algorithm to an intuitionistic fuzzy neural network for forecasting medical cost of acute hepatitis treatment in Taiwan68
The choice of scaling technique matters for classification performance68
A Lyapunov-stability-based context-layered recurrent pi-sigma neural network for the identification of nonlinear systems68
Mathematical analysis of generative adversarial networks based on complex picture fuzzy soft information68
A soft set theoretic approach to network complexity and a case study for Turkish Twitter users67
End-to-end multi-task learning for simultaneous optic disc and cup segmentation and glaucoma classification in eye fundus images67
Safe intuitionistic fuzzy twin support vector machine for semi-supervised learning67
RTAD-HIS: Regulated Transformer Architecture based Anomaly Detection Framework Towards Security in Healthcare IoT Systems67
Editorial Board66
An embedded Hamiltonian dynamic evolutionary neural network model for high-dimensional data recognition66
Object pose tracking using multimodal knowledge from RGB images and quaternion-based rotation contexts66
Introducing disruption on stagnated Group Decision Making processes using Fuzzy Ontologies66
Editorial Board66
A methodology for using players’ chat content for dynamic difficulty adjustment in metaverse multiplayer games66
Harnessing collaborative learning automata to guide multi-objective optimization based inverse analysis for structural damage identification65
Knowledge transfer for labeling unknown fuzzy sets using Grammar-Guided Genetic Algorithms65
Neural architecture search via similarity adaptive guidance65
Smoke detection in video using convolutional neural networks and efficient spatio-temporal features64
Multi-granularity relabeled under-sampling algorithm for imbalanced data64
Matrix representations of the inverse problem in the graph model for conflict resolution with fuzzy preference63
An artificial bee colony algorithm for scheduling call centres with weekend-off fairness63
Interval type-2 hesitant fuzzy Entropy-based WASPAS approach for aircraft type selection63
A chaotic local search-based LSHADE with enhanced memory storage mechanism for wind farm layout optimization63
Ensemble clustering with low-rank optimal Laplacian matrix learning63
An evolutionary knowledge transfer framework for solving workgroup reconfiguration problem in aircraft final assembly63
Sparse and semi-attention guided faults diagnosis approach for distributed online services63
Multi-objective firefly algorithm with adaptive region division62
Minimalistic fuzzy ontology reasoning: An application to Building Information Modeling62
Block-segmentation vectors for arousal prediction using semi-supervised learning61
A hypervolume distribution entropy guided computation resource allocation mechanism for the multiobjective evolutionary algorithm based on decomposition61
An efficient nonlinear interval uncertain optimization method using Legendre polynomial chaos expansion61
Few-shot intent detection with mutual information and contrastive learning61
F-TLBO-ID: Fuzzy fed teaching learning based optimisation algorithm to predict the number of 61
Tools for Landscape Analysis of Optimisation Problems in Procedural Content Generation for Games61
Augmented support vector regression with an autoregressive process via an iterative procedure61
NLBBODE optimizer for accurate and fast modeling of photovoltaic module/string generator and its application to solve real-world constrained optimization problems60
A novel network for semantic segmentation of landslide areas in remote sensing images with multi-branch and multi-scale fusion60
Edge preserving range image smoothing using hybrid locally kernel-based weighted least square60
Distribution-based imaging for multiple sclerosis lesion segmentation using specialized fuzzy 2-means powered by Nakagami transmutations60
An efficient and lightweight off-policy actor–critic reinforcement learning framework60
Broad collaborative filtering with adjusted cosine similarity by fusing matrix completion59
Binary team game algorithm based on modulo operation for knapsack problem with a single continuous variable59
Intuitionistic fuzzy twin proximal SVM with fuzzy hyperplane and its application in EEG signal classification59
Cross-platform dynamic goods recommendation system based on reinforcement learning and social networks59
Fuzzy convolutional deep-learning model to estimate the operational risk capital using multi-source risk events58
Dynamical decomposition and selection based evolutionary algorithm for many-objective optimization58
Railway network delay evolution: A heterogeneous graph neural network approach58
Combining affinity propagation with differential evolution for three-echelon logistics distribution optimization57
Broad learning extreme learning machine for forecasting and eliminating tremors in teleoperation57
Interval prediction approach to crude oil price based on three-way clustering and decomposition ensemble learning57
User trustworthiness in online social networks: A systematic review57
Emission reduction investment for green products of a manufacturing system via optimal control theory and artificial hummingbird algorithm57
Harris Hawk optimization driven adaptive image encryption integrating Hilbert vibrational decomposition and chaos57
Multi-objective evolutionary optimization of unsupervised latent variables of turning process57
Dynamic task offloading in edge computing for computer access point selection based on adaptive deep reinforcement learning with meta-heuristic optimization57
Learning automata based particle swarm optimization for solving class imbalance problem57
Benchmarking surrogate-based optimisation algorithms on expensive black-box functions57
Heterogeneous attention based transformer for sign language translation56
Soft cosine and extended cosine adaptation for pre-trained language model semantic vector analysis56
Improved Harris hawks optimization algorithm based on random unscented sigma point mutation strategy56
Optimal gait design for a soft quadruped robot via multi-fidelity Bayesian optimization56
Evaluating infant development through a novel hybrid intuitionistic fuzzy classification system56
Surrogate-assisted analysis of the parameter configuration landscape for meta-heuristic optimisation55
Corrigendum to “A decision modeling approach for smart e-tourism data management applications based on spherical fuzzy rough environment” [Applied Soft Computing 143(2023) 110297]55
A compact meta-learned neuro-fuzzy technique for noise-robust nonlinear control55
Robust approximation of the conditional mean for applications of Machine Learning55
Continual compression model for online continual learning55
Evolving kernel-based fuzzy system with nonlinear consequences55
Different transfer learning approaches for insect pest classification in cotton54
Multi-objective binary grey wolf optimization for feature selection based on guided mutation strategy54
A dissolved oxygen levels prediction method based on single-hidden layer feedforward neural network using neighborhood information metric54
Optimizing anomaly detection in 3D MRI scans: The role of ConvLSTM in medical image analysis54
Editorial Board54
Exploiting variability in the design of genetic algorithms to generate telerehabilitation activities54
The selection of reform models for provincial rural credit cooperatives unions in China using an extended CPT-TODIM method based on novel type-2 fuzzy numbers53
Extended rule-based opinion target extraction with a novel text pre-processing method and ensemble learning53
Using GAN-generated market simulations to guide genetic algorithms in index tracking optimization53
Intelligent monitoring for infectious diseases with fuzzy systems and edge computing: A survey53
Architecture reduction of a probabilistic neural network by merging k-means and k-nearest neighbour algorithms53
RoBERTa, ResNeXt and BiLSTM with self-attention: The ultimate trio for customer sentiment analysis53
Contrastive variational auto-encoder driven convergence guidance in evolutionary multitasking53
Kriging-assisted indicator-based evolutionary algorithm for expensive multi-objective optimization53
A short-term residential load forecasting scheme based on the multiple correlation-temporal graph neural networks53
Trajectory planning of autonomous mobile robots applying a particle swarm optimization algorithm with peaks of diversity52
Directional optimization of elevator scheduling algorithms in complex traffic patterns52
A differential evolutionary chromosomal gene expression programming technique for electronic nose applications52
Differential evolution method integrated with a fuzzy decision-making mechanism and Virtual Mutant agent: Theory and application52
TLTD: Transfer Learning for Tabular Data52
A bearing prognosis framework based on deep wavelet extreme learning machine and particle filtering52
A deep residual neural network model for synchronous motor fault diagnostics51
Predicting cell–cell communication by combining heterogeneous ensemble deep learning and weighted geometric mean51
A hybrid teaching and learning-based optimization algorithm for distributed sand casting job-shop scheduling problem51
Evaluation of government strategies against COVID-19 pandemic using q-rung orthopair fuzzy TOPSIS method51
Day-ahead wind power prediction using an ensemble model considering multiple indicators combined with error correction51
A simple and flexible bootstrap-based framework to quantify epistemic uncertainty of ground motion models by light gradient boosting machine51
A radial basis function surrogate model assisted evolutionary algorithm for high-dimensional expensive optimization problems50
A digital-twin-based adaptive multi-objective Harris Hawks Optimizer for dynamic hybrid flow green scheduling problem with dynamic events50
On the behavior of parallel island models50
A light spatial-frequency network for robust iris segmentation and localization50
DQN-enabled content caching and quantum ant colony-based computation offloading in MEC50
VTNet: A multi-domain information fusion model for long-term multi-variate time series forecasting with application in irrigation water level50
A long-term multivariate time series forecasting network combining series decomposition and convolutional neural networks50
An in-depth analysis of ensemble multi-criteria decision making: A comprehensive guide to terminology, design, applications, evaluations, and future prospects49
Design of fractional comprehensive learning PSO strategy for optimal power flow problems49
A Fuzzy Minkowski Distance-based fusion of convolutional neural networks for gastrointestinal disease detection49
Sustainably resilient supply chains evaluation in public transport: A fuzzy chance-constrained two-stage DEA approach49
Multi-objective brainstorm optimization algorithm based on Bayesian inference learning automaton for solving CVRP with time windows49
A binary tree seed algorithm with selection-based local search mechanism for huge-sized optimization problems48
Discovering ensembles of small language models out of scarcely labelled data for fake news detection48
k-means clustering and kNN classification based on negative databases48
Enhancing prediction accuracy for high-dimensional small-sample-size microarray data cancer by combining chebyshev interpolation with new dual-net GAN48
EEG emotion recognition based on Ordinary Differential Equation Graph Convolutional Networks and Dynamic Time Wrapping48
Explainable deep inherent learning for multi-classes skin lesion classification48
Robust graph contrastive learning with multi-hop views for node classification48
Fitness–Distance Balance based adaptive guided differential evolution algorithm for security-constrained optimal power flow problem incorporating renewable energy sources47
Neighbor self-embedding graph model for clustering ensemble47
Multi-objective reinforcement learning framework for dynamic flexible job shop scheduling problem with uncertain events47
Optimal scale selection approach for classification based on generalized multi-scale formal context47
A transformer-based deep learning approach for recognition of forgery methods in spoofing speech attribution47
Deep learning modeling of public’s sentiments towards temporal evolution of COVID-19 transmission47
Credit risk prediction based on an interpretable three-way decision method: Evidence from Chinese SMEs47
Knowledge-driven ant colony optimization algorithm for vehicle routing problem in instant delivery peak period46
Reducing high-risk glucose forecasting errors by evolving interpretable models for Type 1 diabetes46
A dynamic graph structure identification method of spatio-temporal correlation in an aluminum electrolysis cell46
An adaptive consensus model in large-scale group decision making with noncooperative and compromising behaviors46
Unified whale optimization algorithm based multi-kernel SVR ensemble learning for wind speed forecasting46
Shapelet selection for time series classification46
Optimization of the distance-constrained multi-based multi-UAV routing problem with simulated annealing and local search-based matheuristic to detect forest fires: The case of Turkey46
Harnessing the power of transformers and data fusion in smart irrigation46
Consistency and trust relationship-driven social network group decision-making method with probabilistic linguistic information46
A Chinese power text classification algorithm based on deep active learning46
1D-DGAN-PHM: A 1-D denoising GAN for Prognostics and Health Management with an application to turbofan46
Mining online reviews for ranking products: A novel method based on multiple classifiers and interval-valued intuitionistic fuzzy TOPSIS46
Using supervised and one-class automated machine learning for predictive maintenance45
Quaternion-based 2D-DOST and stacked principal component analysis network for multimodal face recognition45
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