OOIR: Observatory of International Research

Papers

(The H4-Index of Applied Soft Computing is 81. 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 2022-08-01 to 2026-08-01.)

Article	Citations
Granular computing-based time series anomaly pattern detection with semantic interpretation	547
Fuzzy multi-perspective conformance checking for business processes	349
Extended belief rule-based system using bi-level joint optimization for environmental investment forecasting	263
Integrated model and automatically designed solver for power system restoration	233
Single-objective and multi-objective optimization for variance counterbalancing in stochastic learning	207
Multi-agent reinforcement learning system framework based on topological networks in Fourier space	205
A predictive intelligence approach for low-light enhancement	199
Quaternary converter based balanced graph contrastive learning for recommendation	199
Sample-analysis based adversarial attack with saliency map	184
Command and control network architecture optimization method based on dual-layer weighting and TOPSIS-GRA of indicators	182
Quantum-inspired multi-step trust region policy optimization for integrated rotor angle stability control of time-varying renewable energy sources	173
Corrigendum to “Gray Wolf Optimizer for hyperspectral band selection” [Appl. Soft Comput. 40 (2016) 178–186]	173
Semi-supervised semantic segmentation via multi-level and multi-view perturbation consistency	154
Automated selection of regression algorithms with soft computing techniques	150
Robust Chinese Clinical Named Entity Recognition with information bottleneck and adversarial training	149
Ant colony optimization enhanced with ensemble of pheromone vectors using multi-criteria decision making: A case study in multi-label text feature selection	149
Parallel graph neural architecture search optimization with incomplete features	148
Emergence of robust looming selectivity via coordinated inhibitory neural computations	145
Multilayer time delay reservoir with double feedback loops for time series forecasting task	142
Group maintenance based on deep hierarchical reinforcement learning and multi-stage degradation analysis	138
An improved density-adaptive model based on motif matrix for myocardial infarction detection	137
Real-time location technology of hydrogen energy storage and transportation leakage based on self-attention mechanism group	134
Pathology characteristics-aware federated learning for weakly supervised nuclei segmentation	134
Analysis of NaN divergence in training monocular depth estimation model	133
Self-organized phase-locked component pair learning in motor imagery classification	130

Deep neural aggregation for recommending items to group of users	129
Evolutionary optimization of thermo-physical properties of MWCNT-Fe	125
Effects of diagram plane on neural network based modulation recognition	123
Sentiment analysis on a low-resource language dataset using multimodal representation learning and cross-lingual transfer learning	121
Temporal relation transformer for robust visual tracking with dual-memory learning	120
Multiscale attention feature deep fusion network for iris region localization and segmentation from dual-spectral iris image	118
Editorial Board	118
Tensor-based multigraph fusion for Alzheimer’s disease diagnosis	116
Multi-objective genetic algorithm with maximum-entropy classification and domain-specific evolutionary operators for microorganism selection on microbiomes	116
A three-way decision method based on cumulative prospect theory for the hierarchical diagnosis and treatment system of chronic diseases	115
A computationally efficient approximation calculation method in dominance-based rough set approach	110
An optimal control policy in fighting COVID-19 and infectious diseases	109
An ensemble multi-swarm teaching–learning-based optimization algorithm for function optimization and image segmentation	109
An effective method based on simulated annealing for automatic generation control of power systems	107
An integrated probabilistic bipolar fermatean hesitant fuzzy transportation configuration for sustainable management of floral waste with risk assessment	105
UniCon: Unified image-guiding generation with noise consistency	104
Multi-level pooling self-adaptive evolutionary multi-objective gene selection algorithm for microarray data classification	103
Enhancing financial resilience in manufacturing SMEs: A q-rung picture fuzzy set-based decision framework for digital transformation adoption	100
VSA_Net: Detection of very small aerial objects using loss function optimized network with novel feature aggregation	100
PDOS: A comprehensive phishing detection model combining object detection and similarity computation on web logos	99
A robust decomposition-denoising deep learning framework with dynamic intraperiod ramping for cost-effective balancing market operation	98
Adversarial multi-source domain generalization approach for power prediction in unknown photovoltaic systems	96
Mamba-enhanced multi-view stereo: Geometry-aware feature fusion and 3D cost volume regularization	96
Spatial multiple attention-driven intelligent tuning of shape-performance coupling devices	95
Fast calculation for approximations in Dominance-based Rough Set Approach using Dual Information Granule	95
TIPSST: Transformer-based hyperspectral object tracking with illumination prompts and spatial-spectral-temporal context	95
Overlapping community detection based on graph attention autoencoder and self-trained clustering	95
Tumor classification algorithm via parallel collaborative optimization of single- and multi-objective consistency on PET/CT	94
Integrative prognostic modeling for breast cancer: Unveiling optimal multimodal combinations using graph convolutional networks and calibrated random forest	94
An efficient manta ray foraging optimization algorithm with individual information interaction and fractional derivative mutation for solving complex function extremum and engineering design problems	94
A rate-distortion optimal evolutionary algorithm under the fixed bit-rate constraints for the JPEG quantization table optimization	94
sEMG-based real-time speech synthesis with feature distillation and dynamic chunk convolution	92
Quantum fuzzy logic for edge detection: A demonstration on NISQ hardware	92
Short-term multistep wind direction prediction of unmanned sailboats based on OVMD and optimized deep learning model	91
Physics-informed hybrid digital twin for real-time multi-sensor intelligence and adaptive control in wire electrical discharge machining	91
Point cloud registration based on the dark forest algorithm and its application in coal industry	91
Tensor idempotent representation with auto-weighted exponential tensor nuclear norm minimization for multi-view clustering	91
Community detection attack based on adversarial matrix factorization with incoherent embeddings	90
A Bayesian graph structure inference neural network based on adaptive connection sampling	90
Multi-task prompt adapter for vision-language model	90
JaunENet: An effective non-invasive detection of multi-class jaundice deep learning method with limited labeled data	89
Comparative analysis of robust machine learning models for predicting CO2 uptake in porous liquids: Insights for environmental applications	88
Out-of-distribution detection by feature-constrained contrastive learning	87
Defending AI/ML models against adversarial attacks with significant contextual features for better security	87
CBM3D-DCC 2D histogram and dual-learning gravitational search algorithm with the interval type-2 fuzzy logic for multilevel threshold color image segmentation	87
An adaptive exploration-exploitation framework for success history based differential evolution	85
Error feedback method (EFM) based dimension synthesis optimisation for four-bar linkage mechanism	85
Non-exemplar class-incremental learning: Dynamic adversarial sample synthesis and relational knowledge distillation	85
Evolutionary computation-based reliability quantification and its application in big data analysis on semiconductor manufacturing	84
Hybrid-conditional generative adversarial network framework for climate fault detection in vertical farming environments	84

Enhancing knowledge distillation via genetic recombination	83
Quality-aware fuzzy min–max neural networks for dynamic brain network analysis and its application to schizophrenia identification	82
An MADM model using Frank operations based power aggregation operator under p,q-quasirung orthopair fuzzy sets for highway selection in war-plane landing	82
Forecasting crude oil futures prices using BiLSTM-Attention-CNN model with Wavelet transform	82
From local to global: Hypergraph neural networks with holistic message passing	82
An interval type-2 fuzzy ORESTE method for waste-to-energy plant site selection: A case study in China	82
Unsupervised feature selection using chronological fitting with Shapley Additive explanation (SHAP) for industrial time-series anomaly detection	81
A deep learning-based approach for intelligent detection of road manhole cover conditions using a mobile data acquisition system	81
An adaptive high-order knowledge guided multi-objective evolutionary algorithm for dynamic community detection	81
Chinese calligraphy character generation with component-level style learning and structure-aware guidance	81