OOIR: Observatory of International Research

Papers

(The H4-Index of Applied Soft Computing is 77. 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 2021-11-01 to 2025-11-01.)

Article	Citations
Address wind farm layout problems by an adaptive Moth-flame Optimization Algorithm	351
Robust Chinese Clinical Named Entity Recognition with information bottleneck and adversarial training	207
Tumor classification algorithm via parallel collaborative optimization of single- and multi-objective consistency on PET/CT	201
Sample-analysis based adversarial attack with saliency map	175
An approach to investigate fairness using Dominance-based Rough Sets Analysis—How fair were the COVID-19 restriction decisions in the UK?	166
An interval neural network-based Caputo fractional-order extreme learning machine applied to classification	158
Evaluating edge artificial intelligence-driven supply chain management platforms using collaborative large-scale fuzzy information fusion	158
Arithmetic optimization algorithm with cosine composite chaotic mapping in polar coordinate system for economic load dispatching problems in power systems	154
Detection of forest fire using deep convolutional neural networks with transfer learning approach	151
Meta-heuristic as manager in federated learning approaches for image processing purposes	146
Evolutionary computation-based reliability quantification and its application in big data analysis on semiconductor manufacturing	141
Temporal relation transformer for robust visual tracking with dual-memory learning	140
Sentiment analysis on a low-resource language dataset using multimodal representation learning and cross-lingual transfer learning	139
An ensemble deep learning model for human activity analysis using wearable sensory data	136
Broad fractional-order echo state network with slime mould algorithm for multivariate time series prediction	128
An interpretable convolutional neural network for nuclear power plant abnormal events	122
A covariance-based Moth–flame optimization algorithm with Cauchy mutation for solving numerical optimization problems	120
Adaptive sliding mode control with hysteresis compensation-based neuroevolution for motion tracking of piezoelectric actuator	118
Sampling-based test scenarios searching method for autonomous system robustness evaluation	118
Forecasting crude oil futures prices using BiLSTM-Attention-CNN model with Wavelet transform	117
Exponential loss regularisation for encouraging ordinal constraint to shotgun stocks quality assessment	117
Enhancing knowledge distillation via genetic recombination	113
Comprehensive survey of large models-driving intelligent decision making	112
Adversarial multi-source domain generalization approach for power prediction in unknown photovoltaic systems	108
Overlapping community detection based on graph attention autoencoder and self-trained clustering	107

Face recognition with morphing attack removal using deep learning models	106
Multi-scale niching based differential evolution for feature selection on high-dimensional data	106
GAN-based approach for data imputation and handling class imbalance using one class ensemble	106
Variable neighborhood search for weighted total domination problem and its application in social network information spreading	105
Quality-aware fuzzy min–max neural networks for dynamic brain network analysis and its application to schizophrenia identification	104
Granular computing-based time series anomaly pattern detection with semantic interpretation	103
Multiscale attention feature deep fusion network for iris region localization and segmentation from dual-spectral iris image	103
A Bayesian graph structure inference neural network based on adaptive connection sampling	102
Deep neural aggregation for recommending items to group of users	102
Quaternary converter based balanced graph contrastive learning for recommendation	102
Parallel graph neural architecture search optimization with incomplete features	101
Multi-agent reinforcement learning system framework based on topological networks in Fourier space	100
Learning fuzzy decision trees for predicting outcomes of legal cases relating to intellectual property rights	100
Multi-task prompt adapter for vision-language model	99
Hyperspectral image classification using Uniform Manifold Approximation and Projection with fusion deep learning network	99
Integrated model and automatically designed solver for power system restoration	99
Diffusion-based dynamic super-dense candidate boxes with random center points for 3D object detection	98
Multi-unit stacked architecture: An urban scene segmentation network based on UNet and ShuffleNetv2	95
JaunENet: An effective non-invasive detection of multi-class jaundice deep learning method with limited labeled data	95
Chinese calligraphy character generation with component-level style learning and structure-aware guidance	94
Recurrent ensemble random vector functional link neural network for financial time series forecasting	93
Error feedback method (EFM) based dimension synthesis optimisation for four-bar linkage mechanism	93
Fast calculation for approximations in Dominance-based Rough Set Approach using Dual Information Granule	92
An entropy-based density peak clustering for numerical gene expression datasets	91
A computationally efficient approximation calculation method in dominance-based rough set approach	91
Efficient traffic-based IoT device identification using a feature selection approach with Lévy flight-based sine chaotic sub-swarm binary honey badger algorithm	90
Metaverse and microorganism digital twins: A deep transfer learning approach	90
A co-evolutionary genetic algorithm with knowledge transfer for multi-objective capacitated vehicle routing problems	88
Unsupervised feature selection using chronological fitting with Shapley Additive explanation (SHAP) for industrial time-series anomaly detection	87
Solving the robust influence maximization problem on multi-layer networks via a Memetic algorithm	87
Editorial Board	87
Adaptive non-linear soft sensor for quality monitoring in refineries using Just-in-Time Learning—Generalized regression neural network approach	87
Cooperative coevolutionary algorithm with resource allocation strategies to minimize unnecessary computations	85
Fuzzy multi-perspective conformance checking for business processes	85
Collaborative semantic representation network for metaphor detection	85
Evolutionary optimization of thermo-physical properties of MWCNT-Fe	85
Simultaneous feature and instance selection in big noisy data using memetic variable neighborhood search	84
A tabu search based approach for the Heterogeneous Fleet Vehicle Routing Problem with three-dimensional loading constraints	83
A predictive intelligence approach for low-light enhancement	83
Corrigendum to “Gray Wolf Optimizer for hyperspectral band selection” [Appl. Soft Comput. 40 (2016) 178–186]	83
Feature library-assisted surrogate model for evolutionary wrapper-based feature selection and classification	82
Multilayer time delay reservoir with double feedback loops for time series forecasting task	82
TSFIS-GWO: Metaheuristic-driven takagi-sugeno fuzzy system for adaptive real-time routing in WBANs	82
An efficient manta ray foraging optimization algorithm with individual information interaction and fractional derivative mutation for solving complex function extremum and engineering design problems	81
A lightweight multi-sensory field-based dual-feature fusion residual network for bird song recognition	81
Prediction of strip section shape for hot-rolled based on mechanism fusion data model	81
A three-way decision method based on cumulative prospect theory for the hierarchical diagnosis and treatment system of chronic diseases	80
Integrative prognostic modeling for breast cancer: Unveiling optimal multimodal combinations using graph convolutional networks and calibrated random forest	80
Effects of diagram plane on neural network based modulation recognition	79
Optimizing workload distribution in Fog-Cloud ecosystem: A JAYA based meta-heuristic for energy-efficient applications	79

Point cloud registration based on the dark forest algorithm and its application in coal industry	79
Single-objective and multi-objective optimization for variance counterbalancing in stochastic learning	78
Neural collaborative filtering with multicriteria evaluation data	77
Dealing with distribution mismatch in semi-supervised deep learning for COVID-19 detection using chest X-ray images: A novel approach using feature densities	77
Siamese learning based on graph differential equation for Next-POI recommendation	77
QDS-COVID: A visual analytics system for interactive exploration of millions of COVID-19 healthcare records in Brazil	77