OOIR: Observatory of International Research

Papers

(The H4-Index of Applied Soft Computing is 79. 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.)

Article	Citations
Adaptive non-linear soft sensor for quality monitoring in refineries using Just-in-Time Learning—Generalized regression neural network approach	308
Dealing with distribution mismatch in semi-supervised deep learning for COVID-19 detection using chest X-ray images: A novel approach using feature densities	185
Automatic frequency-based feature selection using discrete weighted evolution strategy	181
A predictive intelligence approach for low-light enhancement	176
A computationally efficient approximation calculation method in dominance-based rough set approach	164
Fast calculation for approximations in Dominance-based Rough Set Approach using Dual Information Granule	156
Editorial Board	155
Niche-based cooperative co-evolutionary ensemble neural network for classification	144
Cooperative coevolutionary algorithm with resource allocation strategies to minimize unnecessary computations	139
Variable neighborhood search for weighted total domination problem and its application in social network information spreading	138
Prediction of strip section shape for hot-rolled based on mechanism fusion data model	133
Fuzzy multi-perspective conformance checking for business processes	131
An integrated probabilistic bipolar fermatean hesitant fuzzy transportation configuration for sustainable management of floral waste with risk assessment	130
Image steganography based on style transfer and quaternion exponent moments	125
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 problem	124
Error feedback method (EFM) based dimension synthesis optimisation for four-bar linkage mechanism	124
Graph-driven feature selection via granular-rectangular neighborhood rough sets for interval-valued data sets	123
Prediction of blasting induced air-overpressure using a radial basis function network with an additional hidden layer	119
Evolutionary optimization of thermo-physical properties of MWCNT-Fe	118
Address wind farm layout problems by an adaptive Moth-flame Optimization Algorithm	116
A memetic evolution system with statistical variable classification for large-scale many-objective optimization	115
Cascaded panoptic segmentation method for high resolution remote sensing image	115
Integrative prognostic modeling for breast cancer: Unveiling optimal multimodal combinations using graph convolutional networks and calibrated random forest	113
A tabu search based approach for the Heterogeneous Fleet Vehicle Routing Problem with three-dimensional loading constraints	113

Effects of diagram plane on neural network based modulation recognition	113
Sampling-based test scenarios searching method for autonomous system robustness evaluation	111
Evaluating edge artificial intelligence-driven supply chain management platforms using collaborative large-scale fuzzy information fusion	110
Point cloud registration based on the dark forest algorithm and its application in coal industry	108
An efficient hyper-parameter optimization method for supervised learning	104
Sample-analysis based adversarial attack with saliency map	103
Neural collaborative filtering with multicriteria evaluation data	103
Temporal relation transformer for robust visual tracking with dual-memory learning	102
Granular computing-based time series anomaly pattern detection with semantic interpretation	101
A new efficient two-stage method for damage localization and quantification in shell structures	100
Robust Chinese Clinical Named Entity Recognition with information bottleneck and adversarial training	99
Evolutionary computation-based reliability quantification and its application in big data analysis on semiconductor manufacturing	98
Feature library-assisted surrogate model for evolutionary wrapper-based feature selection and classification	97
Single-objective and multi-objective optimization for variance counterbalancing in stochastic learning	97
Dynamic multi-objective evolutionary algorithm with objective space prediction strategy	96
A parallel constrained lower confidence bounding approach for computationally expensive constrained optimization problems	95
Tumor classification algorithm via parallel collaborative optimization of single- and multi-objective consistency on PET/CT	95
An entropy-based density peak clustering for numerical gene expression datasets	95
Assessing sustainability of supply chains by fuzzy Malmquist network data envelopment analysis: Incorporating double frontier and common set of weights	94
Collaborative semantic representation network for metaphor detection	92
Optimizing workload distribution in Fog-Cloud ecosystem: A JAYA based meta-heuristic for energy-efficient applications	92
Multi-scale 3D convolution feature-based Broad Learning System for Alzheimer’s Disease diagnosis via MRI images	92
A solution-driven multilevel approach for graph coloring	91
An optimal control policy in fighting COVID-19 and infectious diseases	91
A social participatory allocation network method with partial relations of alternatives and its application in sustainable food supply chain selection	91
Exponential loss regularisation for encouraging ordinal constraint to shotgun stocks quality assessment	90
Extended belief rule-based system using bi-level joint optimization for environmental investment forecasting	89
Simultaneous feature and instance selection in big noisy data using memetic variable neighborhood search	88
Mediative fuzzy logic mathematical model: A contradictory management prediction in COVID-19 pandemic	88
An interpretable convolutional neural network for nuclear power plant abnormal events	87
An efficient manta ray foraging optimization algorithm with individual information interaction and fractional derivative mutation for solving complex function extremum and engineering design problems	87
Multilayer time delay reservoir with double feedback loops for time series forecasting task	86
Utilizing IoT to design a relief supply chain network for the SARS-COV-2 pandemic	86
Residual LSTM based short-term load forecasting	85
TSFIS-GWO: Metaheuristic-driven takagi-sugeno fuzzy system for adaptive real-time routing in WBANs	85
Parallel graph neural architecture search optimization with incomplete features	85
An effective method based on simulated annealing for automatic generation control of power systems	85
Adaptive sliding mode control with hysteresis compensation-based neuroevolution for motion tracking of piezoelectric actuator	85
Unsupervised feature selection using chronological fitting with Shapley Additive explanation (SHAP) for industrial time-series anomaly detection	85
Bayesian evolutionary optimization for crafting high-quality adversarial examples with limited query budget	84
Investigations of color image segmentation based on connectivity measure, shape priority and normalized fuzzy graph cut	84
JaunENet: An effective non-invasive detection of multi-class jaundice deep learning method with limited labeled data	84
Multi-agent reinforcement learning system framework based on topological networks in Fourier space	84
Cascaded-ANFIS to simulate nonlinear rainfall–runoff relationship	83
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 scans	82
An integrated design concept evaluation method based on best–worst entropy and generalized TODIM considering multiple factors of uncertainty	82
Multi-source heterogeneous information fusion fault diagnosis method based on deep neural networks under limited datasets	82
Solving capacitated vehicle routing problem using cooperative firefly algorithm	82
Detection of forest fire using deep convolutional neural networks with transfer learning approach	81

A co-evolutionary genetic algorithm with knowledge transfer for multi-objective capacitated vehicle routing problems	80
Quality-aware fuzzy min–max neural networks for dynamic brain network analysis and its application to schizophrenia identification	80
AWAP: Adaptive weighted attribute propagation enhanced community detection model for bitcoin de-anonymization	80
Multi-unit stacked architecture: An urban scene segmentation network based on UNet and ShuffleNetv2	79
Integrated model and automatically designed solver for power system restoration	79
Chinese calligraphy character generation with component-level style learning and structure-aware guidance	79
Metaverse and microorganism digital twins: A deep transfer learning approach	79
Meta-heuristic as manager in federated learning approaches for image processing purposes	79