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 2021-12-01 to 2025-12-01.)

Article	Citations
Brain works principle followed by neural information processing: a review of novel brain theory	1002
A comprehensive review of the video-to-text problem	770
New staircase sinusoidal voltage synthesizer and optimal interval type-2 fuzzy controller for dynamic voltage restorer to compensate voltage disturbances	609
Cognitive motivations and foundations for building intelligent decision-making systems	536
Community detection model for dynamic networks based on hidden Markov model and evolutionary algorithm	449
Self-dependence multi-label learning with double k for missing labels	399
Machine reading comprehension combined with semantic dependency for Chinese zero pronoun resolution	396
General optimization procedure of the Hedge-algebras controller for controlling dynamic systems	384
A novel prospect-theory-based three-way decision methodology in multi-scale information systems	365
Risk assessment of coronary heart disease based on cloud-random forest	335
Survey on aspect detection for aspect-based sentiment analysis	333
Image denoising in the deep learning era	294
Attention, please! A survey of neural attention models in deep learning	280
Data mining-based firefly algorithm for green vehicle routing problem with heterogeneous fleet and refueling constraint	262
Multi-order texture features for palmprint recognition	253
Weakly supervised discriminate enhancement network for visual sentiment analysis	244
Feature selection for set-valued data based on D–S evidence theory	242
Evaluating new energy vehicles by picture fuzzy sets based on sentiment analysis from online reviews	238
A survey of energy-efficient clustering routing protocols for wireless sensor networks based on metaheuristic approaches	228
Deep learning models and traditional automated techniques for brain tumor segmentation in MRI: a review	222
Evaluating eXplainable artificial intelligence tools for hard disk drive predictive maintenance	217
A survey on computational metaphor processing techniques: from identification, interpretation, generation to application	214
Model free position-force control of environmental constrained reconfigurable manipulators based on adaptive dynamic programming	203
Advanced value iteration for discrete-time intelligent critic control: A survey	196
Artificial intelligence for suicide assessment using Audiovisual Cues: a review	193

Geometric deep learning and equivariant neural networks	191
Novel variants of grasshopper optimization algorithm to solve numerical problems and demand side management in smart grids	186
Adaptive type2-possibilistic C-means clustering and its application to microarray datasets	185
University admission process: a prescriptive analytics approach	179
Battling voice spoofing: a review, comparative analysis, and generalizability evaluation of state-of-the-art voice spoofing counter measures	175
Monte Carlo Tree Search: a review of recent modifications and applications	174
Huber loss based distributed robust learning algorithm for random vector functional-link network	174
Swarm intelligence algorithms for multiple unmanned aerial vehicles collaboration: a comprehensive review	168
Biometrics recognition using deep learning: a survey	163
Emotion quantification techniques for cognitive reappraisal: a systematic review and scientometric analysis	160
Intelligent energy management systems: a review	159
A survey on syntactic processing techniques	155
Uncertainty analysis in document publications using single-valued neutrosophic set and collaborative entropy	154
A Review of multilayer extreme learning machine neural networks	152
Trustworthy artificial intelligence in Alzheimer’s disease: state of the art, opportunities, and challenges	151
A systematic review of deep learning based image segmentation to detect polyp	144
Crayfish optimization algorithm	142
Machine learning for leaf disease classification: data, techniques and applications	140
A survey of the vision transformers and their CNN-transformer based variants	135
A proportional-integral iterative algorithm for time-variant equality-constrained quadratic programming problem with applications	127
Early health prediction framework using XGBoost ensemble algorithm in intelligent environment	126
From task to evaluation: an automatic text summarization review	126
Combining deep subspace feature representation based IKPCANet and jointly constraint multi-dictionary learning for facial expression recognition	125
Approximate reasoning with aggregation functions satisfying GMP rules	122
When AI meets store layout design: a review	120
A chimp-inspired remora optimization algorithm for multilevel thresholding image segmentation using cross entropy	109
Dimensionality reduced training by pruning and freezing parts of a deep neural network: a survey	107
A hybrid human–AI tool for scientometric analysis	106
Feature subset selection for multi-scale neighborhood decision information system via mutual information	105
Artificial intelligence-enabled prediction model of student academic performance in online engineering education	104
DeepThink IoT: The Strength of Deep Learning in Internet of Things	104
A comprehensive review of Binary Neural Network	102
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 (	102
A systematic literature review on AutoML for multi-target learning tasks	99
On the current state of deep learning for news recommendation	99
A comprehensive review on Jaya optimization algorithm	98
PC-IEN: a click-through rate prediction method based on dynamic collaborative personalized interest extraction	97
DptOIE: a Portuguese open information extraction based on dependency analysis	96
An advanced similarity measure for Pythagorean fuzzy sets and its applications in transportation problem	96
Feature subset selection for data and feature streams: a review	95
Additive consistency exploration of linguistic preference relations with self-confidence	92
nmODE: neural memory ordinary differential equation	91
On the current state of query formulation for book search	86
Artificial intelligence-assisted water quality index determination for healthcare	85
An analysis of graph convolutional networks and recent datasets for visual question answering	84
Spherical fuzzy TODIM method for MAGDM integrating cumulative prospect theory and CRITIC method and its application to commercial insurance selection	82
A review of convolutional neural network architectures and their optimizations	81
Medical image data augmentation: techniques, comparisons and interpretations	81
Machine learning and deep learning techniques for the analysis of heart disease: a systematic literature review, open challenges and future directions	81
Unsupervised concept drift detection for multi-label data streams	81

Detecting Persian speaker-independent voice commands based on LSTM and ontology in communicating with the smart home appliances	80
Literature review on Intention Mining-oriented Process Mining in information system	80
An IoT based smart menstrual cup using optimized adaptive CNN model for effective menstrual hygiene management	79
A new intuitionistic fuzzy best worst method for deriving weight vector of criteria and its application	78