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 2021-06-01 to 2025-06-01.)

Article	Citations
A novel prospect-theory-based three-way decision methodology in multi-scale information systems	710
Machine reading comprehension combined with semantic dependency for Chinese zero pronoun resolution	519
General optimization procedure of the Hedge-algebras controller for controlling dynamic systems	462
Self-dependence multi-label learning with double k for missing labels	397
Cognitive motivations and foundations for building intelligent decision-making systems	375
Neurological abnormality detection from electroencephalography data: a review	365
Community detection model for dynamic networks based on hidden Markov model and evolutionary algorithm	344
An optimized system of GMDH-ANFIS predictive model by ICA for estimating pile bearing capacity	304
A comprehensive review of the video-to-text problem	271
Brain works principle followed by neural information processing: a review of novel brain theory	254
New staircase sinusoidal voltage synthesizer and optimal interval type-2 fuzzy controller for dynamic voltage restorer to compensate voltage disturbances	253
Risk assessment of coronary heart disease based on cloud-random forest	246
Survey on aspect detection for aspect-based sentiment analysis	241
Attention, please! A survey of neural attention models in deep learning	238
Image denoising in the deep learning era	234
Making accurate object detection at the edge: review and new approach	222
Evaluating eXplainable artificial intelligence tools for hard disk drive predictive maintenance	218
Weakly supervised discriminate enhancement network for visual sentiment analysis	198
Feature selection for set-valued data based on D–S evidence theory	191
Model free position-force control of environmental constrained reconfigurable manipulators based on adaptive dynamic programming	183
Multi-order texture features for palmprint recognition	180
Advanced value iteration for discrete-time intelligent critic control: A survey	180
Artificial intelligence for suicide assessment using Audiovisual Cues: a review	178
A survey of energy-efficient clustering routing protocols for wireless sensor networks based on metaheuristic approaches	175
A survey on computational metaphor processing techniques: from identification, interpretation, generation to application	173

A comprehensive survey of sine cosine algorithm: variants and applications	169
Novel variants of grasshopper optimization algorithm to solve numerical problems and demand side management in smart grids	166
Geometric deep learning and equivariant neural networks	160
Data mining-based firefly algorithm for green vehicle routing problem with heterogeneous fleet and refueling constraint	160
Evaluating new energy vehicles by picture fuzzy sets based on sentiment analysis from online reviews	158
Deep learning models and traditional automated techniques for brain tumor segmentation in MRI: a review	155
University admission process: a prescriptive analytics approach	147
Uncertainty analysis in document publications using single-valued neutrosophic set and collaborative entropy	139
A new interval type-2 trapezoid fuzzy multi-attribute group decision-making method and its application to the evaluation of sponge city construction	134
Emotion quantification techniques for cognitive reappraisal: a systematic review and scientometric analysis	134
Adaptive type2-possibilistic C-means clustering and its application to microarray datasets	133
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	133
Huber loss based distributed robust learning algorithm for random vector functional-link network	131
A survey on syntactic processing techniques	131
Trustworthy artificial intelligence in Alzheimer’s disease: state of the art, opportunities, and challenges	128
Battling voice spoofing: a review, comparative analysis, and generalizability evaluation of state-of-the-art voice spoofing counter measures	124
Machine learning for leaf disease classification: data, techniques and applications	123
A Review of multilayer extreme learning machine neural networks	122
Biometrics recognition using deep learning: a survey	120
A systematic review of deep learning based image segmentation to detect polyp	119
Swarm intelligence algorithms for multiple unmanned aerial vehicles collaboration: a comprehensive review	118
Monte Carlo Tree Search: a review of recent modifications and applications	117
Intelligent energy management systems: a review	116
A survey of the vision transformers and their CNN-transformer based variants	116
Crayfish optimization algorithm	115
A hybrid human–AI tool for scientometric analysis	113
When AI meets store layout design: a review	113
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 (	112
Approximate reasoning with aggregation functions satisfying GMP rules	112
A proportional-integral iterative algorithm for time-variant equality-constrained quadratic programming problem with applications	111
Early health prediction framework using XGBoost ensemble algorithm in intelligent environment	107
Combining deep subspace feature representation based IKPCANet and jointly constraint multi-dictionary learning for facial expression recognition	106
On the current state of deep learning for news recommendation	97
From task to evaluation: an automatic text summarization review	95
A systematic literature review on AutoML for multi-target learning tasks	93
Artificial intelligence-enabled prediction model of student academic performance in online engineering education	91
A comprehensive review of image analysis methods for microorganism counting: from classical image processing to deep learning approaches	88
A comprehensive review on Jaya optimization algorithm	87
Feature subset selection for multi-scale neighborhood decision information system via mutual information	85
A chimp-inspired remora optimization algorithm for multilevel thresholding image segmentation using cross entropy	84
Dimensionality reduced training by pruning and freezing parts of a deep neural network: a survey	83
A comprehensive review of Binary Neural Network	82
DeepThink IoT: The Strength of Deep Learning in Internet of Things	79
PC-IEN: a click-through rate prediction method based on dynamic collaborative personalized interest extraction	78
On the current state of query formulation for book search	78
DptOIE: a Portuguese open information extraction based on dependency analysis	77
Feature subset selection for data and feature streams: a review	76
An analysis of graph convolutional networks and recent datasets for visual question answering	74
A survey on personality-aware recommendation systems	74