OOIR: Observatory of International Research

Papers

(The H4-Index of Artificial Intelligence Review is 74. 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 2021-08-01 to 2025-08-01.)

Article	Citations
Self-dependence multi-label learning with double k for missing labels	800
An optimized system of GMDH-ANFIS predictive model by ICA for estimating pile bearing capacity	594
Machine reading comprehension combined with semantic dependency for Chinese zero pronoun resolution	485
Neurological abnormality detection from electroencephalography data: a review	446
Community detection model for dynamic networks based on hidden Markov model and evolutionary algorithm	442
A comprehensive review of the video-to-text problem	424
New staircase sinusoidal voltage synthesizer and optimal interval type-2 fuzzy controller for dynamic voltage restorer to compensate voltage disturbances	347
Brain works principle followed by neural information processing: a review of novel brain theory	305
General optimization procedure of the Hedge-algebras controller for controlling dynamic systems	298
Survey on aspect detection for aspect-based sentiment analysis	283
Risk assessment of coronary heart disease based on cloud-random forest	282
Attention, please! A survey of neural attention models in deep learning	259
Cognitive motivations and foundations for building intelligent decision-making systems	256
Image denoising in the deep learning era	251
A novel prospect-theory-based three-way decision methodology in multi-scale information systems	249
Artificial intelligence for suicide assessment using Audiovisual Cues: a review	235
Feature selection for set-valued data based on D–S evidence theory	214
Model free position-force control of environmental constrained reconfigurable manipulators based on adaptive dynamic programming	204
Novel variants of grasshopper optimization algorithm to solve numerical problems and demand side management in smart grids	201
Data mining-based firefly algorithm for green vehicle routing problem with heterogeneous fleet and refueling constraint	200
Making accurate object detection at the edge: review and new approach	198
Advanced value iteration for discrete-time intelligent critic control: A survey	194
Deep learning models and traditional automated techniques for brain tumor segmentation in MRI: a review	191
A survey on computational metaphor processing techniques: from identification, interpretation, generation to application	190
Geometric deep learning and equivariant neural networks	188

Weakly supervised discriminate enhancement network for visual sentiment analysis	161
Multi-order texture features for palmprint recognition	160
Evaluating new energy vehicles by picture fuzzy sets based on sentiment analysis from online reviews	158
Evaluating eXplainable artificial intelligence tools for hard disk drive predictive maintenance	156
A survey of energy-efficient clustering routing protocols for wireless sensor networks based on metaheuristic approaches	155
Emotion quantification techniques for cognitive reappraisal: a systematic review and scientometric analysis	149
A systematic review of deep learning based image segmentation to detect polyp	148
University admission process: a prescriptive analytics approach	146
Huber loss based distributed robust learning algorithm for random vector functional-link network	146
A survey on syntactic processing techniques	145
Battling voice spoofing: a review, comparative analysis, and generalizability evaluation of state-of-the-art voice spoofing counter measures	142
Machine learning for leaf disease classification: data, techniques and applications	138
A Review of multilayer extreme learning machine neural networks	136
Crayfish optimization algorithm	135
Adaptive type2-possibilistic C-means clustering and its application to microarray datasets	135
Biometrics recognition using deep learning: a survey	135
Uncertainty analysis in document publications using single-valued neutrosophic set and collaborative entropy	135
Monte Carlo Tree Search: a review of recent modifications and applications	132
Swarm intelligence algorithms for multiple unmanned aerial vehicles collaboration: a comprehensive review	130
Trustworthy artificial intelligence in Alzheimer’s disease: state of the art, opportunities, and challenges	129
Intelligent energy management systems: a review	127
A survey of the vision transformers and their CNN-transformer based variants	124
Optimization Driven Spike Deep Belief Neural Network classifier: a deep-learning based Multichannel Spike Sorting Neural Signal Processor (NSP) module for high-channel-count Brain Machine Interfaces (	123
Approximate reasoning with aggregation functions satisfying GMP rules	118
When AI meets store layout design: a review	114
From task to evaluation: an automatic text summarization review	111
On the current state of deep learning for news recommendation	105
A hybrid human–AI tool for scientometric analysis	103
A proportional-integral iterative algorithm for time-variant equality-constrained quadratic programming problem with applications	99
Early health prediction framework using XGBoost ensemble algorithm in intelligent environment	92
Combining deep subspace feature representation based IKPCANet and jointly constraint multi-dictionary learning for facial expression recognition	92
DeepThink IoT: The Strength of Deep Learning in Internet of Things	90
A systematic literature review on AutoML for multi-target learning tasks	90
A comprehensive review on Jaya optimization algorithm	88
A comprehensive review of Binary Neural Network	87
Feature subset selection for multi-scale neighborhood decision information system via mutual information	86
Artificial intelligence-enabled prediction model of student academic performance in online engineering education	86
A comprehensive review of image analysis methods for microorganism counting: from classical image processing to deep learning approaches	86
Dimensionality reduced training by pruning and freezing parts of a deep neural network: a survey	86
A chimp-inspired remora optimization algorithm for multilevel thresholding image segmentation using cross entropy	86
Spherical fuzzy TODIM method for MAGDM integrating cumulative prospect theory and CRITIC method and its application to commercial insurance selection	84
A review of convolutional neural network architectures and their optimizations	83
Artificial intelligence-assisted water quality index determination for healthcare	83
Unsupervised concept drift detection for multi-label data streams	82
Feature subset selection for data and feature streams: a review	81
An advanced similarity measure for Pythagorean fuzzy sets and its applications in transportation problem	79
PC-IEN: a click-through rate prediction method based on dynamic collaborative personalized interest extraction	78
DptOIE: a Portuguese open information extraction based on dependency analysis	76
On the current state of query formulation for book search	74