OOIR: Observatory of International Research

Papers

(The H4-Index of Applied Soft Computing is 80. 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 2022-05-01 to 2026-05-01.)

Article	Citations
Address wind farm layout problems by an adaptive Moth-flame Optimization Algorithm	490
Quantum fuzzy logic for edge detection: A demonstration on NISQ hardware	310
A tabu search based approach for the Heterogeneous Fleet Vehicle Routing Problem with three-dimensional loading constraints	241
Granular computing-based time series anomaly pattern detection with semantic interpretation	208
An approach to investigate fairness using Dominance-based Rough Sets Analysis—How fair were the COVID-19 restriction decisions in the UK?	187
JaunENet: An effective non-invasive detection of multi-class jaundice deep learning method with limited labeled data	182
Automatic frequency-based feature selection using discrete weighted evolution strategy	176
Fuzzy multi-perspective conformance checking for business processes	163
Multi-unit stacked architecture: An urban scene segmentation network based on UNet and ShuffleNetv2	161
An entropy-based density peak clustering for numerical gene expression datasets	161
Extended belief rule-based system using bi-level joint optimization for environmental investment forecasting	154
Diffusion-based dynamic super-dense candidate boxes with random center points for 3D object detection	153
Tumor classification algorithm via parallel collaborative optimization of single- and multi-objective consistency on PET/CT	146
Sampling-based test scenarios searching method for autonomous system robustness evaluation	142
Short-term multistep wind direction prediction of unmanned sailboats based on OVMD and optimized deep learning model	141
Variable neighborhood search for weighted total domination problem and its application in social network information spreading	137
Adversarial multi-source domain generalization approach for power prediction in unknown photovoltaic systems	136
Integrated model and automatically designed solver for power system restoration	129
A Bayesian graph structure inference neural network based on adaptive connection sampling	127
Single-objective and multi-objective optimization for variance counterbalancing in stochastic learning	125
Multi-agent reinforcement learning system framework based on topological networks in Fourier space	121
Quaternary converter based balanced graph contrastive learning for recommendation	119
Face recognition with morphing attack removal using deep learning models	119
Learning fuzzy decision trees for predicting outcomes of legal cases relating to intellectual property rights	118
Fast calculation for approximations in Dominance-based Rough Set Approach using Dual Information Granule	117

A predictive intelligence approach for low-light enhancement	115
Feature library-assisted surrogate model for evolutionary wrapper-based feature selection and classification	115
Point cloud registration based on the dark forest algorithm and its application in coal industry	114
Dealing with distribution mismatch in semi-supervised deep learning for COVID-19 detection using chest X-ray images: A novel approach using feature densities	113
Exponential loss regularisation for encouraging ordinal constraint to shotgun stocks quality assessment	112
Multi-scale niching based differential evolution for feature selection on high-dimensional data	112
Late acceptance hill climbing based algorithm for Unmanned Aerial Vehicles (UAV) path planning problem	111
Hyperspectral image classification using Uniform Manifold Approximation and Projection with fusion deep learning network	111
Prediction of strip section shape for hot-rolled based on mechanism fusion data model	111
Graph-driven feature selection via granular-rectangular neighborhood rough sets for interval-valued data sets	110
Sample-analysis based adversarial attack with saliency map	110
Multi-scale 3D convolution feature-based Broad Learning System for Alzheimer’s Disease diagnosis via MRI images	110
Command and control network architecture optimization method based on dual-layer weighting and TOPSIS-GRA of indicators	110
A rate-distortion optimal evolutionary algorithm under the fixed bit-rate constraints for the JPEG quantization table optimization	107
A learning-driven artificial bee colony algorithm for mobile robot multi-objective path planning	105
An MADM model using Frank operations based power aggregation operator under	103
Prediction of blasting induced air-overpressure using a radial basis function network with an additional hidden layer	100
Evaluating edge artificial intelligence-driven supply chain management platforms using collaborative large-scale fuzzy information fusion	97
Information fusion-based genetic algorithm with long short-term memory for stock price and trend prediction	97
Quantum-inspired multi-step trust region policy optimization for integrated rotor angle stability control of time-varying renewable energy sources	97
Multi-task prompt adapter for vision-language model	96
Corrigendum to “Gray Wolf Optimizer for hyperspectral band selection” [Appl. Soft Comput. 40 (2016) 178–186]	95
An integrated design concept evaluation method based on best–worst entropy and generalized TODIM considering multiple factors of uncertainty	95
Mathematical analysis of generative adversarial networks based on complex picture fuzzy soft information	94
An interval type-2 fuzzy ORESTE method for waste-to-energy plant site selection: A case study in China	94
Investigations of color image segmentation based on connectivity measure, shape priority and normalized fuzzy graph cut	94
Semi-supervised semantic segmentation via multi-level and multi-view perturbation consistency	93
Automated selection of regression algorithms with soft computing techniques	93
Ant colony optimization enhanced with ensemble of pheromone vectors using multi-criteria decision making: A case study in multi-label text feature selection	92
Robust Chinese Clinical Named Entity Recognition with information bottleneck and adversarial training	91
Parallel graph neural architecture search optimization with incomplete features	91
Solving the robust influence maximization problem on multi-layer networks via a Memetic algorithm	91
Arithmetic optimization algorithm with cosine composite chaotic mapping in polar coordinate system for economic load dispatching problems in power systems	91
TSGR2: Image-text matching via triple-level scene graph relation reasoning	91
Multilayer time delay reservoir with double feedback loops for time series forecasting task	89
Emergence of robust looming selectivity via coordinated inhibitory neural computations	89
An improved density-adaptive model based on motif matrix for myocardial infarction detection	88
Group maintenance based on deep hierarchical reinforcement learning and multi-stage degradation analysis	88
Real-time location technology of hydrogen energy storage and transportation leakage based on self-attention mechanism group	87
Analysis of NaN divergence in training monocular depth estimation model	87
Pathology characteristics-aware federated learning for weakly supervised nuclei segmentation	87
Error feedback method (EFM) based dimension synthesis optimisation for four-bar linkage mechanism	87
A collaborative competition multitasking framework for constrained multi-objective optimization	87
Self-organized phase-locked component pair learning in motor imagery classification	86
Comparative analysis of robust machine learning models for predicting CO2 uptake in porous liquids: Insights for environmental applications	85
An adaptive exploration-exploitation framework for success history based differential evolution	85
Overlapping community detection based on graph attention autoencoder and self-trained clustering	85
Non-exemplar class-incremental learning: Dynamic adversarial sample synthesis and relational knowledge distillation	84
A lightweight multi-sensory field-based dual-feature fusion residual network for bird song recognition	82
Hybrid-conditional generative adversarial network framework for climate fault detection in vertical farming environments	82

Deep neural aggregation for recommending items to group of users	82
Optimizing workload distribution in Fog-Cloud ecosystem: A JAYA based meta-heuristic for energy-efficient applications	81
Cascaded-ANFIS to simulate nonlinear rainfall–runoff relationship	81
Evolutionary optimization of thermo-physical properties of MWCNT-Fe	81
Route selection in multimodal supply chains: A fuzzy risk assessment model-BWM-MARCOS framework	81
An efficient hyper-parameter optimization method for supervised learning	80
Comprehensive survey of large models-driving intelligent decision making	80