OOIR: Observatory of International Research

Papers

(The H4-Index of Artificial Intelligence Review is 78. 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 2021-11-01 to 2025-11-01.)

Article	Citations
New staircase sinusoidal voltage synthesizer and optimal interval type-2 fuzzy controller for dynamic voltage restorer to compensate voltage disturbances	953
Community detection model for dynamic networks based on hidden Markov model and evolutionary algorithm	725
Risk assessment of coronary heart disease based on cloud-random forest	572
Image denoising in the deep learning era	513
Cognitive motivations and foundations for building intelligent decision-making systems	504
Machine reading comprehension combined with semantic dependency for Chinese zero pronoun resolution	431
General optimization procedure of the Hedge-algebras controller for controlling dynamic systems	373
Brain works principle followed by neural information processing: a review of novel brain theory	372
Self-dependence multi-label learning with double k for missing labels	367
Survey on aspect detection for aspect-based sentiment analysis	331
A novel prospect-theory-based three-way decision methodology in multi-scale information systems	318
A comprehensive review of the video-to-text problem	307
Attention, please! A survey of neural attention models in deep learning	295
Data mining-based firefly algorithm for green vehicle routing problem with heterogeneous fleet and refueling constraint	286
Evaluating eXplainable artificial intelligence tools for hard disk drive predictive maintenance	264
Model free position-force control of environmental constrained reconfigurable manipulators based on adaptive dynamic programming	248
Advanced value iteration for discrete-time intelligent critic control: A survey	237
Novel variants of grasshopper optimization algorithm to solve numerical problems and demand side management in smart grids	235
Weakly supervised discriminate enhancement network for visual sentiment analysis	231
Multi-order texture features for palmprint recognition	226
Evaluating new energy vehicles by picture fuzzy sets based on sentiment analysis from online reviews	218
Feature selection for set-valued data based on D–S evidence theory	210
A survey on computational metaphor processing techniques: from identification, interpretation, generation to application	210
A survey of energy-efficient clustering routing protocols for wireless sensor networks based on metaheuristic approaches	201
Artificial intelligence for suicide assessment using Audiovisual Cues: a review	187

Geometric deep learning and equivariant neural networks	187
Deep learning models and traditional automated techniques for brain tumor segmentation in MRI: a review	187
Adaptive type2-possibilistic C-means clustering and its application to microarray datasets	179
A Review of multilayer extreme learning machine neural networks	175
Battling voice spoofing: a review, comparative analysis, and generalizability evaluation of state-of-the-art voice spoofing counter measures	173
Trustworthy artificial intelligence in Alzheimer’s disease: state of the art, opportunities, and challenges	172
Uncertainty analysis in document publications using single-valued neutrosophic set and collaborative entropy	169
University admission process: a prescriptive analytics approach	167
Emotion quantification techniques for cognitive reappraisal: a systematic review and scientometric analysis	165
Huber loss based distributed robust learning algorithm for random vector functional-link network	164
Machine learning for leaf disease classification: data, techniques and applications	155
Intelligent energy management systems: a review	152
A systematic review of deep learning based image segmentation to detect polyp	151
A survey on syntactic processing techniques	150
Monte Carlo Tree Search: a review of recent modifications and applications	150
Swarm intelligence algorithms for multiple unmanned aerial vehicles collaboration: a comprehensive review	148
A survey of the vision transformers and their CNN-transformer based variants	146
Crayfish optimization algorithm	142
Biometrics recognition using deep learning: a survey	141
A proportional-integral iterative algorithm for time-variant equality-constrained quadratic programming problem with applications	133
From task to evaluation: an automatic text summarization review	124
On the current state of deep learning for news recommendation	123
A hybrid human–AI tool for scientometric analysis	122
A comprehensive review of Binary Neural Network	120
Combining deep subspace feature representation based IKPCANet and jointly constraint multi-dictionary learning for facial expression recognition	117
Approximate reasoning with aggregation functions satisfying GMP rules	111
A chimp-inspired remora optimization algorithm for multilevel thresholding image segmentation using cross entropy	108
When AI meets store layout design: a review	106
Early health prediction framework using XGBoost ensemble algorithm in intelligent environment	104
Artificial intelligence-enabled prediction model of student academic performance in online engineering education	103
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 (	101
A comprehensive review on Jaya optimization algorithm	99
A systematic literature review on AutoML for multi-target learning tasks	99
Dimensionality reduced training by pruning and freezing parts of a deep neural network: a survey	98
Feature subset selection for multi-scale neighborhood decision information system via mutual information	98
DeepThink IoT: The Strength of Deep Learning in Internet of Things	97
PC-IEN: a click-through rate prediction method based on dynamic collaborative personalized interest extraction	96
Artificial intelligence-assisted water quality index determination for healthcare	94
On the current state of query formulation for book search	94
A survey, taxonomy and progress evaluation of three decades of swarm optimisation	93
Spherical fuzzy TODIM method for MAGDM integrating cumulative prospect theory and CRITIC method and its application to commercial insurance selection	92
Unsupervised concept drift detection for multi-label data streams	91
Additive consistency exploration of linguistic preference relations with self-confidence	89
An advanced similarity measure for Pythagorean fuzzy sets and its applications in transportation problem	84
Machine learning and deep learning techniques for the analysis of heart disease: a systematic literature review, open challenges and future directions	83
Feature subset selection for data and feature streams: a review	83
nmODE: neural memory ordinary differential equation	82
DptOIE: a Portuguese open information extraction based on dependency analysis	80
An analysis of graph convolutional networks and recent datasets for visual question answering	79
Medical image data augmentation: techniques, comparisons and interpretations	79

A review of convolutional neural network architectures and their optimizations	79
Literature review on Intention Mining-oriented Process Mining in information system	78
Detecting Persian speaker-independent voice commands based on LSTM and ontology in communicating with the smart home appliances	78