Applied Soft Computing

Papers
(The H4-Index of Applied Soft Computing is 78. 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 2021-09-01 to 2025-09-01.)
ArticleCitations
A predictive intelligence approach for low-light enhancement280
Editorial Board192
Image steganography based on style transfer and quaternion exponent moments172
Late acceptance hill climbing based algorithm for Unmanned Aerial Vehicles (UAV) path planning problem163
RTAD-HIS: Regulated transformer architecture based anomaly detection framework towards security in healthcare IoT systems155
Corrigendum to “Gray Wolf Optimizer for hyperspectral band selection” [Appl. Soft Comput. 40 (2016) 178–186]148
An efficient hyper-parameter optimization method for supervised learning146
A memetic evolution system with statistical variable classification for large-scale many-objective optimization144
Address wind farm layout problems by an adaptive Moth-flame Optimization Algorithm144
Sample-analysis based adversarial attack with saliency map143
A new efficient two-stage method for damage localization and quantification in shell structures140
Temporal relation transformer for robust visual tracking with dual-memory learning140
Robust Chinese Clinical Named Entity Recognition with information bottleneck and adversarial training135
Single-objective and multi-objective optimization for variance counterbalancing in stochastic learning131
An entropy-based density peak clustering for numerical gene expression datasets127
Tumor classification algorithm via parallel collaborative optimization of single- and multi-objective consistency on PET/CT126
Feature library-assisted surrogate model for evolutionary wrapper-based feature selection and classification125
Prediction of blasting induced air-overpressure using a radial basis function network with an additional hidden layer122
Variable neighborhood search for weighted total domination problem and its application in social network information spreading121
Comprehensive survey of large models-driving intelligent decision making117
Metaverse and microorganism digital twins: A deep transfer learning approach115
JaunENet: An effective non-invasive detection of multi-class jaundice deep learning method with limited labeled data115
Automatic frequency-based feature selection using discrete weighted evolution strategy114
Evaluating edge artificial intelligence-driven supply chain management platforms using collaborative large-scale fuzzy information fusion113
A social participatory allocation network method with partial relations of alternatives and its application in sustainable food supply chain selection112
Mathematical analysis of generative adversarial networks based on complex picture fuzzy soft information112
An optimal control policy in fighting COVID-19 and infectious diseases111
Multi-agent reinforcement learning system framework based on topological networks in Fourier space110
Integrated model and automatically designed solver for power system restoration108
Quality-aware fuzzy min–max neural networks for dynamic brain network analysis and its application to schizophrenia identification108
Multilayer time delay reservoir with double feedback loops for time series forecasting task107
QDS-COVID: A visual analytics system for interactive exploration of millions of COVID-19 healthcare records in Brazil106
Arithmetic optimization algorithm with cosine composite chaotic mapping in polar coordinate system for economic load dispatching problems in power systems105
Deep neural aggregation for recommending items to group of users103
Quaternary converter based balanced graph contrastive learning for recommendation103
An efficient manta ray foraging optimization algorithm with individual information interaction and fractional derivative mutation for solving complex function extremum and engineering design problems101
Tensor idempotent representation with auto-weighted exponential tensor nuclear norm minimization for multi-view clustering101
A Bayesian graph structure inference neural network based on adaptive connection sampling101
Chinese calligraphy character generation with component-level style learning and structure-aware guidance101
Learning fuzzy decision trees for predicting outcomes of legal cases relating to intellectual property rights99
Parallel graph neural architecture search optimization with incomplete features98
A co-evolutionary genetic algorithm with knowledge transfer for multi-objective capacitated vehicle routing problems98
Diffusion-based dynamic super-dense candidate boxes with random center points for 3D object detection96
Multi-task prompt adapter for vision-language model96
Assessing sustainability of supply chains by fuzzy Malmquist network data envelopment analysis: Incorporating double frontier and common set of weights95
A computationally efficient approximation calculation method in dominance-based rough set approach95
A lightweight multi-sensory field-based dual-feature fusion residual network for bird song recognition94
Extended belief rule-based system using bi-level joint optimization for environmental investment forecasting94
The application of gradient evolution algorithm to an intuitionistic fuzzy neural network for forecasting medical cost of acute hepatitis treatment in Taiwan93
An ensemble multi-swarm teaching–learning-based optimization algorithm for function optimization and image segmentation93
FDN-ADNet: Fuzzy LS-TWSVM based deep learning network for prognosis of the Alzheimer’s disease using the sagittal plane of MRI scans92
Solving capacitated vehicle routing problem using cooperative firefly algorithm91
A covariance-based Moth–flame optimization algorithm with Cauchy mutation for solving numerical optimization problems90
A Lyapunov-stability-based context-layered recurrent pi-sigma neural network for the identification of nonlinear systems90
Fast calculation for approximations in Dominance-based Rough Set Approach using Dual Information Granule90
Dealing with distribution mismatch in semi-supervised deep learning for COVID-19 detection using chest X-ray images: A novel approach using feature densities89
Cooperative coevolutionary algorithm with resource allocation strategies to minimize unnecessary computations88
An effective method based on simulated annealing for automatic generation control of power systems88
Niche-based cooperative co-evolutionary ensemble neural network for classification88
Enhancing knowledge distillation via genetic recombination87
Evolutionary computation-based reliability quantification and its application in big data analysis on semiconductor manufacturing87
Neural collaborative filtering with multicriteria evaluation data86
Granular computing-based time series anomaly pattern detection with semantic interpretation86
Bayesian evolutionary optimization for crafting high-quality adversarial examples with limited query budget82
Adversarial multi-source domain generalization approach for power prediction in unknown photovoltaic systems82
Sampling-based test scenarios searching method for autonomous system robustness evaluation82
Point cloud registration based on the dark forest algorithm and its application in coal industry82
An integrated design concept evaluation method based on best–worst entropy and generalized TODIM considering multiple factors of uncertainty82
A dimensionless model and ant colony optimization fusion temperature prediction in tunnel fires81
Multi-scale 3D convolution feature-based Broad Learning System for Alzheimer’s Disease diagnosis via MRI images81
Multiscale attention feature deep fusion network for iris region localization and segmentation from dual-spectral iris image81
Solving the robust influence maximization problem on multi-layer networks via a Memetic algorithm80
Hyperspectral image classification using Uniform Manifold Approximation and Projection with fusion deep learning network80
Enhancing vehicle detection in intelligent transportation systems via autonomous UAV platform and YOLOv8 integration79
Investigations of color image segmentation based on connectivity measure, shape priority and normalized fuzzy graph cut79
Route selection in multimodal supply chains: A fuzzy risk assessment model-BWM-MARCOS framework78
Optimizing workload distribution in Fog-Cloud ecosystem: A JAYA based meta-heuristic for energy-efficient applications78
An approach to investigate fairness using Dominance-based Rough Sets Analysis—How fair were the COVID-19 restriction decisions in the UK?78
Unsupervised feature selection using chronological fitting with Shapley Additive explanation (SHAP) for industrial time-series anomaly detection78
An interval neural network-based Caputo fractional-order extreme learning machine applied to classification78
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