OOIR: Observatory of International Research

Papers

(The H4-Index of Artificial Intelligence Review is 72. 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 2021-05-01 to 2025-05-01.)

Article	Citations
New staircase sinusoidal voltage synthesizer and optimal interval type-2 fuzzy controller for dynamic voltage restorer to compensate voltage disturbances	661
Cognitive motivations and foundations for building intelligent decision-making systems	490
Adaptive constraint propagation in constraint satisfaction: review and evaluation	432
Neurological abnormality detection from electroencephalography data: a review	369
Brain works principle followed by neural information processing: a review of novel brain theory	339
An optimized system of GMDH-ANFIS predictive model by ICA for estimating pile bearing capacity	332
A novel prospect-theory-based three-way decision methodology in multi-scale information systems	310
A comprehensive review of the video-to-text problem	287
Survey on aspect detection for aspect-based sentiment analysis	249
Community detection model for dynamic networks based on hidden Markov model and evolutionary algorithm	240
Machine reading comprehension combined with semantic dependency for Chinese zero pronoun resolution	235
Risk assessment of coronary heart disease based on cloud-random forest	227
General optimization procedure of the Hedge-algebras controller for controlling dynamic systems	225
Self-dependence multi-label learning with double k for missing labels	223
Attention, please! A survey of neural attention models in deep learning	217
Image denoising in the deep learning era	212
A survey on computational metaphor processing techniques: from identification, interpretation, generation to application	207
Multi-order texture features for palmprint recognition	205
A comprehensive survey of sine cosine algorithm: variants and applications	187
Novel variants of grasshopper optimization algorithm to solve numerical problems and demand side management in smart grids	171
Weakly supervised discriminate enhancement network for visual sentiment analysis	171
Model free position-force control of environmental constrained reconfigurable manipulators based on adaptive dynamic programming	168
Feature selection for set-valued data based on D–S evidence theory	168
Making accurate object detection at the edge: review and new approach	167
Advanced value iteration for discrete-time intelligent critic control: A survey	164

Artificial intelligence for suicide assessment using Audiovisual Cues: a review	160
A survey of energy-efficient clustering routing protocols for wireless sensor networks based on metaheuristic approaches	158
Evaluating new energy vehicles by picture fuzzy sets based on sentiment analysis from online reviews	157
Data mining-based firefly algorithm for green vehicle routing problem with heterogeneous fleet and refueling constraint	157
Deep learning models and traditional automated techniques for brain tumor segmentation in MRI: a review	153
Geometric deep learning and equivariant neural networks	151
Evaluating eXplainable artificial intelligence tools for hard disk drive predictive maintenance	138
University admission process: a prescriptive analytics approach	134
Machine learning for leaf disease classification: data, techniques and applications	128
Adaptive type2-possibilistic C-means clustering and its application to microarray datasets	128
Intelligent energy management systems: a review	126
Swarm intelligence algorithms for multiple unmanned aerial vehicles collaboration: a comprehensive review	125
Trustworthy artificial intelligence in Alzheimer’s disease: state of the art, opportunities, and challenges	125
An extended hesitant fuzzy set using SWARA-MULTIMOORA approach to adapt online education for the control of the pandemic spread of COVID-19 in higher education institutions	124
A Review of multilayer extreme learning machine neural networks	122
Huber loss based distributed robust learning algorithm for random vector functional-link network	119
A new interval type-2 trapezoid fuzzy multi-attribute group decision-making method and its application to the evaluation of sponge city construction	119
Uncertainty analysis in document publications using single-valued neutrosophic set and collaborative entropy	118
A systematic review of deep learning based image segmentation to detect polyp	116
Monte Carlo Tree Search: a review of recent modifications and applications	114
Emotion quantification techniques for cognitive reappraisal: a systematic review and scientometric analysis	114
Battling voice spoofing: a review, comparative analysis, and generalizability evaluation of state-of-the-art voice spoofing counter measures	112
Biometrics recognition using deep learning: a survey	112
Crayfish optimization algorithm	111
A survey of the vision transformers and their CNN-transformer based variants	109
A survey on syntactic processing techniques	108
A hybrid human–AI tool for scientometric analysis	107
When AI meets store layout design: a review	104
A systematic literature review on AutoML for multi-target learning tasks	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 (	103
DeepThink IoT: The Strength of Deep Learning in Internet of Things	102
Approximate reasoning with aggregation functions satisfying GMP rules	97
Combining deep subspace feature representation based IKPCANet and jointly constraint multi-dictionary learning for facial expression recognition	94
A chimp-inspired remora optimization algorithm for multilevel thresholding image segmentation using cross entropy	92
A comprehensive review on Jaya optimization algorithm	91
From task to evaluation: an automatic text summarization review	86
Dimensionality reduced training by pruning and freezing parts of a deep neural network: a survey	85
Feature subset selection for multi-scale neighborhood decision information system via mutual information	84
Artificial intelligence-enabled prediction model of student academic performance in online engineering education	83
Early health prediction framework using XGBoost ensemble algorithm in intelligent environment	83
A comprehensive review of Binary Neural Network	81
A comprehensive review of image analysis methods for microorganism counting: from classical image processing to deep learning approaches	81
On the current state of deep learning for news recommendation	77
A proportional-integral iterative algorithm for time-variant equality-constrained quadratic programming problem with applications	75
nmODE: neural memory ordinary differential equation	75
On the current state of query formulation for book search	74
Artificial intelligence-assisted water quality index determination for healthcare	72
PC-IEN: a click-through rate prediction method based on dynamic collaborative personalized interest extraction	72