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 2021-07-01 to 2025-07-01.)

Article	Citations
Survey on aspect detection for aspect-based sentiment analysis	750
Self-dependence multi-label learning with double k for missing labels	546
Machine reading comprehension combined with semantic dependency for Chinese zero pronoun resolution	474
Neurological abnormality detection from electroencephalography data: a review	419
Cognitive motivations and foundations for building intelligent decision-making systems	407
Community detection model for dynamic networks based on hidden Markov model and evolutionary algorithm	392
A comprehensive review of the video-to-text problem	372
New staircase sinusoidal voltage synthesizer and optimal interval type-2 fuzzy controller for dynamic voltage restorer to compensate voltage disturbances	327
General optimization procedure of the Hedge-algebras controller for controlling dynamic systems	284
Image denoising in the deep learning era	270
Brain works principle followed by neural information processing: a review of novel brain theory	266
An optimized system of GMDH-ANFIS predictive model by ICA for estimating pile bearing capacity	261
Risk assessment of coronary heart disease based on cloud-random forest	260
Attention, please! A survey of neural attention models in deep learning	248
A novel prospect-theory-based three-way decision methodology in multi-scale information systems	245
Evaluating new energy vehicles by picture fuzzy sets based on sentiment analysis from online reviews	236
Weakly supervised discriminate enhancement network for visual sentiment analysis	226
Feature selection for set-valued data based on D–S evidence theory	224
Model free position-force control of environmental constrained reconfigurable manipulators based on adaptive dynamic programming	196
Artificial intelligence for suicide assessment using Audiovisual Cues: a review	195
Novel variants of grasshopper optimization algorithm to solve numerical problems and demand side management in smart grids	187
Geometric deep learning and equivariant neural networks	186
Multi-order texture features for palmprint recognition	184
Data mining-based firefly algorithm for green vehicle routing problem with heterogeneous fleet and refueling constraint	184
Evaluating eXplainable artificial intelligence tools for hard disk drive predictive maintenance	181

A survey on computational metaphor processing techniques: from identification, interpretation, generation to application	180
Advanced value iteration for discrete-time intelligent critic control: A survey	178
A survey of energy-efficient clustering routing protocols for wireless sensor networks based on metaheuristic approaches	173
Deep learning models and traditional automated techniques for brain tumor segmentation in MRI: a review	161
Making accurate object detection at the edge: review and new approach	152
Uncertainty analysis in document publications using single-valued neutrosophic set and collaborative entropy	151
A survey on syntactic processing techniques	144
A Review of multilayer extreme learning machine neural networks	143
Battling voice spoofing: a review, comparative analysis, and generalizability evaluation of state-of-the-art voice spoofing counter measures	142
Emotion quantification techniques for cognitive reappraisal: a systematic review and scientometric analysis	140
University admission process: a prescriptive analytics approach	139
Intelligent energy management systems: a review	138
Machine learning for leaf disease classification: data, techniques and applications	132
Biometrics recognition using deep learning: a survey	132
Monte Carlo Tree Search: a review of recent modifications and applications	130
Adaptive type2-possibilistic C-means clustering and its application to microarray datasets	129
Huber loss based distributed robust learning algorithm for random vector functional-link network	128
A survey of the vision transformers and their CNN-transformer based variants	127
A systematic review of deep learning based image segmentation to detect polyp	127
Crayfish optimization algorithm	126
Swarm intelligence algorithms for multiple unmanned aerial vehicles collaboration: a comprehensive review	126
Trustworthy artificial intelligence in Alzheimer’s disease: state of the art, opportunities, and challenges	125
When AI meets store layout design: a review	123
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 (	119
A proportional-integral iterative algorithm for time-variant equality-constrained quadratic programming problem with applications	118
Approximate reasoning with aggregation functions satisfying GMP rules	118
Early health prediction framework using XGBoost ensemble algorithm in intelligent environment	116
Combining deep subspace feature representation based IKPCANet and jointly constraint multi-dictionary learning for facial expression recognition	115
A systematic literature review on AutoML for multi-target learning tasks	107
On the current state of deep learning for news recommendation	99
Feature subset selection for multi-scale neighborhood decision information system via mutual information	98
A comprehensive review on Jaya optimization algorithm	96
DeepThink IoT: The Strength of Deep Learning in Internet of Things	93
A chimp-inspired remora optimization algorithm for multilevel thresholding image segmentation using cross entropy	89
From task to evaluation: an automatic text summarization review	87
Dimensionality reduced training by pruning and freezing parts of a deep neural network: a survey	86
A hybrid human–AI tool for scientometric analysis	85
A comprehensive review of Binary Neural Network	85
Artificial intelligence-enabled prediction model of student academic performance in online engineering education	84
A comprehensive review of image analysis methods for microorganism counting: from classical image processing to deep learning approaches	83
PC-IEN: a click-through rate prediction method based on dynamic collaborative personalized interest extraction	82
DptOIE: a Portuguese open information extraction based on dependency analysis	82
An advanced similarity measure for Pythagorean fuzzy sets and its applications in transportation problem	81
Feature subset selection for data and feature streams: a review	80
An analysis of graph convolutional networks and recent datasets for visual question answering	77
Machine learning and deep learning techniques for the analysis of heart disease: a systematic literature review, open challenges and future directions	76
Evolutionary design of neural network architectures: a review of three decades of research	75
nmODE: neural memory ordinary differential equation	74
Additive consistency exploration of linguistic preference relations with self-confidence	74