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 2021-04-01 to 2025-04-01.)

Article	Citations
Hyperspectral image change detection based on active convolutional neural network and spatial–spectral affinity graph learning	300
Low-epsilon adversarial attack against a neural network online image stream classifier	181
Automatic frequency-based feature selection using discrete weighted evolution strategy	175
Graph-driven feature selection via granular-rectangular neighborhood rough sets for interval-valued data sets	169
A survey on expensive optimization problems using differential evolution	161
A new semi-supervised fuzzy clustering method based on latent representation learning and information fusion	154
A reinforcement learning-assisted multi-objective evolutionary algorithm for generating green change plans of complex products	151
Complex-valued random vector functional link neural network based on real augmented representation and its applications	143
AI-driven social media text analysis during crisis: A review for natural disasters and pandemics	139
Multiple instance learning with noisy labels based on symmetry loss	134
VSTDet: A lightweight small object detection network inspired by the ventral visual pathway	129
Vision Transformer with window sequence merging mechanism for image classification	128
Prediction of corporate default risk considering ESG performance and unbalanced samples	127
Detecting and differentiating the DDoS and flash events using adaptive deep learning models	123
A tightly-coupled dense monocular Visual-Inertial Odometry system with lightweight depth estimation network	123
AI-driven predictive maintenance using an enhanced TOPSIS approach for complex fuzzy information with Z-numbers	121
Authentication system selection for performance appraisal in human resource management using an intuitionistic fuzzy CIMAS-ARLON model	121
Path analysis for effective fault localization in deep neural networks	119
A genetic algorithm-based methodology for the structural optimization of voronoi flat roofs	116
Ant colony optimization-based method for energy-efficient cutting trajectory planning in axial robotic roadheader	115
A modified convolutional neural network architecture for diabetic retinopathy screening using SVDD	114
Evolving temporal convolutional neural networks for modeling turntable servo systems	113
A Constraint Priority Decision framework for constrained multi-objective optimization with complex feasible regions	112
On generalized Sugeno’s class generator and parametrized intuitionistic fuzzy approach for enhancing low-light images	111
Learning efficient branch-and-bound for solving Mixed Integer Linear Programs	109

Vanishing mask refinement in semi-supervised video object segmentation	109
JaunENet: An effective non-invasive detection of multi-class jaundice deep learning method with limited labeled data	109
Hierarchical system in conflict scenarios constructed based on cluster analysis-inspired method for attribute significance determination	105
Mediative fuzzy logic mathematical model: A contradictory management prediction in COVID-19 pandemic	104
A systematic literature review on traditional to artificial intelligence based socio-behavioral disorders diagnosis in India: Challenges and future perspectives	103
Uncertainty-based rainfall network design using a fuzzy spatial interpolation method	102
Memory guided Aquila optimization algorithm with controlled search mechanism for seismicity analysis of earthquake prone regions	102
A three-stage learning approach to cross-domain person re-identification	102
A decomposition-based multi-objective optimization approach for balancing the energy consumption of wireless sensor networks	99
Multi-level features fusion network-based feature learning for machinery fault diagnosis	98
Eagle strategy using uniform mutation and modified whale optimization algorithm for QoS-aware cloud service composition	98
Neutrosophic CEBOM-MACONT model for sustainable management of end-of-life tires	97
Universal backdoor attack on deep neural networks for malware detection	97
Pruned lightweight neural networks for arrhythmia classification with clinical 12-Lead ECGs	97
A hierarchical deep learning-based recurrent convolutional neural network for robust voltage and frequency operation management in microgrids	96
Collaborative scheduling of operating room in hospital network: Multi-objective learning variable neighborhood search	95
A 2-phase prediction of a non-stationary time-series by Taylor series and reinforcement learning	95
Medical image fusion via discrete stationary wavelet transform and an enhanced radial basis function neural network	95
A multi-objective discrete differential evolution algorithm for energy-efficient two-stage flow shop scheduling under time-of-use electricity tariffs	93
A GRASP-based algorithm for solving the emergency room physician scheduling problem	93
Consensus progress for large-scale group decision making in social networks with incomplete probabilistic hesitant fuzzy information	92
Combining subjective and objective weights considerations to solve the emergency location selection problems under spherical fuzzy environments	91
Multi-source heterogeneous information fusion fault diagnosis method based on deep neural networks under limited datasets	90
Investigations of color image segmentation based on connectivity measure, shape priority and normalized fuzzy graph cut	89
Error feedback method (EFM) based dimension synthesis optimisation for four-bar linkage mechanism	89
Solving job shop scheduling problems via deep reinforcement learning	89
Discrete grey wolf optimization algorithm for solving k-coverage problem in directional sensor networks with network lifetime maximization viewpoint	88
An attention-based stacked BiLSTM framework for predicting remaining useful life of rolling bearings	87
A morphological difference and statistically sparse transformer-based deep neural network for medical image segmentation	87
Fire detection and risk assessment via Support Vector Regression with Flattening-Samples Based Augmented Regularization	85
Explainable ResNet50 learning model based on copula entropy for cotton plant disease prediction	85
Adaptive extreme learning machine using soft computing fuzzy propositions—Validating operating state of solar energy system	84
Utilizing IoT to design a relief supply chain network for the SARS-COV-2 pandemic	84
Late acceptance hill climbing based algorithm for Unmanned Aerial Vehicles (UAV) path planning problem	84
Energy price prediction based on decomposed price dynamics: A parallel neural network approach	84
Constructing convolutional neural network by utilizing nematode connectome: A brain-inspired method	83
A deep learned type-2 fuzzy neural network: Singular value decomposition approach	83
Optimized task scheduling approach with fault tolerant load balancing using multi-objective cat swarm optimization for multi-cloud environment	82
Evolutionary optimization of thermo-physical properties of MWCNT-Fe	82
An effective method based on simulated annealing for automatic generation control of power systems	82
Kernel similarity-based multigranulation three-way decision approach to hypertension risk assessment with multi-source and multi-level structure data	82
A new prediction-based evolutionary dynamic multiobjective optimization algorithm aided by Pareto optimal solution estimation strategy	81
Machine learning based improved cross-project software defect prediction using new structural features in object oriented software	81
Collaborative semantic representation network for metaphor detection	80
A multi-objective effort-aware defect prediction approach based on NSGA-II	80
A novel weight pruning strategy for light weight neural networks with application to the diagnosis of skin disease	80
Adjusted SpikeProp algorithm for recurrent spiking neural networks with LIF neurons	79
Spherical fuzzy sets based integrated DEMATEL, ANP, VIKOR approach and its application for renewable energy selection in Turkey	79
A seasonal-trend decomposition-based dendritic neuron model for financial time series prediction	79
Forecasting crude oil futures prices using BiLSTM-Attention-CNN model with Wavelet transform	79

Drug repositioning based on similarity constrained probabilistic matrix factorization: COVID-19 as a case study	79
Single-objective and multi-objective mixed-variable grey wolf optimizer for joint feature selection and classifier parameter tuning	79
Information fusion-based genetic algorithm with long short-term memory for stock price and trend prediction	79
Discrete komodo algorithm for traveling salesman problem	79