OOIR: Observatory of International Research

Papers

(The H4-Index of Artificial Intelligence Review is 76. 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 2021-10-01 to 2025-10-01.)

Article	Citations
Community detection model for dynamic networks based on hidden Markov model and evolutionary algorithm	894
A novel prospect-theory-based three-way decision methodology in multi-scale information systems	679
New staircase sinusoidal voltage synthesizer and optimal interval type-2 fuzzy controller for dynamic voltage restorer to compensate voltage disturbances	537
Cognitive motivations and foundations for building intelligent decision-making systems	486
General optimization procedure of the Hedge-algebras controller for controlling dynamic systems	467
Machine reading comprehension combined with semantic dependency for Chinese zero pronoun resolution	398
Self-dependence multi-label learning with double k for missing labels	347
Brain works principle followed by neural information processing: a review of novel brain theory	344
Image denoising in the deep learning era	341
A comprehensive review of the video-to-text problem	308
Risk assessment of coronary heart disease based on cloud-random forest	305
Attention, please! A survey of neural attention models in deep learning	291
Survey on aspect detection for aspect-based sentiment analysis	277
Advanced value iteration for discrete-time intelligent critic control: A survey	259
Evaluating new energy vehicles by picture fuzzy sets based on sentiment analysis from online reviews	246
A survey on computational metaphor processing techniques: from identification, interpretation, generation to application	234
Feature selection for set-valued data based on D–S evidence theory	226
Model free position-force control of environmental constrained reconfigurable manipulators based on adaptive dynamic programming	220
Evaluating eXplainable artificial intelligence tools for hard disk drive predictive maintenance	217
Weakly supervised discriminate enhancement network for visual sentiment analysis	214
Data mining-based firefly algorithm for green vehicle routing problem with heterogeneous fleet and refueling constraint	211
Novel variants of grasshopper optimization algorithm to solve numerical problems and demand side management in smart grids	205
Multi-order texture features for palmprint recognition	190
Artificial intelligence for suicide assessment using Audiovisual Cues: a review	186
A survey of energy-efficient clustering routing protocols for wireless sensor networks based on metaheuristic approaches	183

Deep learning models and traditional automated techniques for brain tumor segmentation in MRI: a review	181
Geometric deep learning and equivariant neural networks	180
Huber loss based distributed robust learning algorithm for random vector functional-link network	172
Adaptive type2-possibilistic C-means clustering and its application to microarray datasets	166
A Review of multilayer extreme learning machine neural networks	165
A survey on syntactic processing techniques	163
Uncertainty analysis in document publications using single-valued neutrosophic set and collaborative entropy	160
Emotion quantification techniques for cognitive reappraisal: a systematic review and scientometric analysis	160
Trustworthy artificial intelligence in Alzheimer’s disease: state of the art, opportunities, and challenges	159
A systematic review of deep learning based image segmentation to detect polyp	152
University admission process: a prescriptive analytics approach	149
Machine learning for leaf disease classification: data, techniques and applications	146
Biometrics recognition using deep learning: a survey	146
Battling voice spoofing: a review, comparative analysis, and generalizability evaluation of state-of-the-art voice spoofing counter measures	145
Crayfish optimization algorithm	144
Intelligent energy management systems: a review	141
Monte Carlo Tree Search: a review of recent modifications and applications	140
A survey of the vision transformers and their CNN-transformer based variants	137
Swarm intelligence algorithms for multiple unmanned aerial vehicles collaboration: a comprehensive review	136
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 (	125
A proportional-integral iterative algorithm for time-variant equality-constrained quadratic programming problem with applications	119
When AI meets store layout design: a review	115
Approximate reasoning with aggregation functions satisfying GMP rules	113
From task to evaluation: an automatic text summarization review	112
On the current state of deep learning for news recommendation	110
A hybrid human–AI tool for scientometric analysis	102
Combining deep subspace feature representation based IKPCANet and jointly constraint multi-dictionary learning for facial expression recognition	101
A chimp-inspired remora optimization algorithm for multilevel thresholding image segmentation using cross entropy	100
A comprehensive review on Jaya optimization algorithm	99
Feature subset selection for multi-scale neighborhood decision information system via mutual information	95
A systematic literature review on AutoML for multi-target learning tasks	95
Artificial intelligence-enabled prediction model of student academic performance in online engineering education	94
Dimensionality reduced training by pruning and freezing parts of a deep neural network: a survey	94
DeepThink IoT: The Strength of Deep Learning in Internet of Things	93
A comprehensive review of Binary Neural Network	93
Early health prediction framework using XGBoost ensemble algorithm in intelligent environment	92
PC-IEN: a click-through rate prediction method based on dynamic collaborative personalized interest extraction	91
DptOIE: a Portuguese open information extraction based on dependency analysis	91
Feature subset selection for data and feature streams: a review	89
nmODE: neural memory ordinary differential equation	89
Additive consistency exploration of linguistic preference relations with self-confidence	88
An advanced similarity measure for Pythagorean fuzzy sets and its applications in transportation problem	86
An analysis of graph convolutional networks and recent datasets for visual question answering	82
A survey, taxonomy and progress evaluation of three decades of swarm optimisation	80
Unsupervised concept drift detection for multi-label data streams	80
On the current state of query formulation for book search	79
Machine learning and deep learning techniques for the analysis of heart disease: a systematic literature review, open challenges and future directions	79
Artificial intelligence-assisted water quality index determination for healthcare	77
Medical image data augmentation: techniques, comparisons and interpretations	77
A review of convolutional neural network architectures and their optimizations	77

Spherical fuzzy TODIM method for MAGDM integrating cumulative prospect theory and CRITIC method and its application to commercial insurance selection