OOIR: Observatory of International Research

Papers

(The TQCC of Artificial Intelligence Review is 56. 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 2022-04-01 to 2026-04-01.)

Article	Citations
Cognitive motivations and foundations for building intelligent decision-making systems	983
A novel prospect-theory-based three-way decision methodology in multi-scale information systems	808
Machine reading comprehension combined with semantic dependency for Chinese zero pronoun resolution	679
Image denoising in the deep learning era	541
General optimization procedure of the Hedge-algebras controller for controlling dynamic systems	502
Self-dependence multi-label learning with double k for missing labels	502
New staircase sinusoidal voltage synthesizer and optimal interval type-2 fuzzy controller for dynamic voltage restorer to compensate voltage disturbances	502
Survey on aspect detection for aspect-based sentiment analysis	461
Brain works principle followed by neural information processing: a review of novel brain theory	455
Community detection model for dynamic networks based on hidden Markov model and evolutionary algorithm	389
Model free position-force control of environmental constrained reconfigurable manipulators based on adaptive dynamic programming	342
Novel variants of grasshopper optimization algorithm to solve numerical problems and demand side management in smart grids	329
Feature selection for set-valued data based on D–S evidence theory	323
Weakly supervised discriminate enhancement network for visual sentiment analysis	318
Evaluating eXplainable artificial intelligence tools for hard disk drive predictive maintenance	302
Geometric deep learning and equivariant neural networks	290
Evaluating new energy vehicles by picture fuzzy sets based on sentiment analysis from online reviews	287
Data mining-based firefly algorithm for green vehicle routing problem with heterogeneous fleet and refueling constraint	284
Advanced value iteration for discrete-time intelligent critic control: A survey	279
Deep learning models and traditional automated techniques for brain tumor segmentation in MRI: a review	246
Multi-order texture features for palmprint recognition	241
A survey on computational metaphor processing techniques: from identification, interpretation, generation to application	235
Artificial intelligence for suicide assessment using Audiovisual Cues: a review	222
A survey of energy-efficient clustering routing protocols for wireless sensor networks based on metaheuristic approaches	220
Emotion quantification techniques for cognitive reappraisal: a systematic review and scientometric analysis	218

University admission process: a prescriptive analytics approach	214
Adaptive type2-possibilistic C-means clustering and its application to microarray datasets	204
Huber loss based distributed robust learning algorithm for random vector functional-link network	202
A survey on syntactic processing techniques	198
Machine learning for leaf disease classification: data, techniques and applications	193
A systematic review of deep learning based image segmentation to detect polyp	187
Trustworthy artificial intelligence in Alzheimer’s disease: state of the art, opportunities, and challenges	185
Intelligent energy management systems: a review	181
Uncertainty analysis in document publications using single-valued neutrosophic set and collaborative entropy	169
A Review of multilayer extreme learning machine neural networks	169
Biometrics recognition using deep learning: a survey	167
Battling voice spoofing: a review, comparative analysis, and generalizability evaluation of state-of-the-art voice spoofing counter measures	158
Monte Carlo Tree Search: a review of recent modifications and applications	153
A survey of the vision transformers and their CNN-transformer based variants	153
Crayfish optimization algorithm	153
Swarm intelligence algorithms for multiple unmanned aerial vehicles collaboration: a comprehensive review	147
Early health prediction framework using XGBoost ensemble algorithm in intelligent environment	146
A hybrid human–AI tool for scientometric analysis	146
Combining deep subspace feature representation based IKPCANet and jointly constraint multi-dictionary learning for facial expression recognition	136
A chimp-inspired remora optimization algorithm for multilevel thresholding image segmentation using cross entropy	136
A systematic literature review on AutoML for multi-target learning tasks	136
Dimensionality reduced training by pruning and freezing parts of a deep neural network: a survey	135
A proportional-integral iterative algorithm for time-variant equality-constrained quadratic programming problem with applications	134
DeepThink IoT: The Strength of Deep Learning in Internet of Things	133
Feature subset selection for multi-scale neighborhood decision information system via mutual information	128
On the current state of deep learning for news recommendation	124
A comprehensive review of Binary Neural Network	120
A comprehensive review on Jaya optimization algorithm	117
From task to evaluation: an automatic text summarization review	111
Artificial intelligence-enabled prediction model of student academic performance in online engineering education	110
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 (	110
PC-IEN: a click-through rate prediction method based on dynamic collaborative personalized interest extraction	109
On the current state of query formulation for book search	105
Artificial intelligence-assisted water quality index determination for healthcare	103
Feature subset selection for data and feature streams: a review	100
DptOIE: a Portuguese open information extraction based on dependency analysis	97
nmODE: neural memory ordinary differential equation	96
Spherical fuzzy TODIM method for MAGDM integrating cumulative prospect theory and CRITIC method and its application to commercial insurance selection	94
Unsupervised concept drift detection for multi-label data streams	93
Machine learning and deep learning techniques for the analysis of heart disease: a systematic literature review, open challenges and future directions	92
An advanced similarity measure for Pythagorean fuzzy sets and its applications in transportation problem	92
Medical image data augmentation: techniques, comparisons and interpretations	91
An analysis of graph convolutional networks and recent datasets for visual question answering	91
A review of convolutional neural network architectures and their optimizations	90
Literature review on Intention Mining-oriented Process Mining in information system	88
An effective and efficient broad-based ensemble learning model for moderate-large scale image recognition	85
Deep learning for compressive sensing: a ubiquitous systems perspective	85
Manifold transfer subspace learning based on double relaxed discriminative regression	85
An IoT based smart menstrual cup using optimized adaptive CNN model for effective menstrual hygiene management	85
A new intuitionistic fuzzy best worst method for deriving weight vector of criteria and its application	84

A state of art review on applications of multi-objective evolutionary algorithms in chemicals production reactors	83
Construction of multivalued cryptographic boolean function using recurrent neural network and its application in image encryption scheme	83
Autonomous learning for fuzzy systems: a review	80
A review: development of named entity recognition (NER) technology for aeronautical information intelligence	80
An active deep learning method for diabetic retinopathy detection in segmented fundus images using artificial bee colony algorithm	79
Interpretable decision trees through MaxSAT	78
Application of artificial intelligence technology in the field of orthopedics: a narrative review	77
Application of machine learning methods in fault detection and classification of power transmission lines: a survey	76
Detecting Persian speaker-independent voice commands based on LSTM and ontology in communicating with the smart home appliances	76
Machine and deep learning for longitudinal biomedical data: a review of methods and applications	74
A systematic review of the use of topic models for short text social media analysis	74
Deep multiagent reinforcement learning: challenges and directions	73
A survey on the use of association rules mining techniques in textual social media	72
Explainable AI for clinical and remote health applications: a survey on tabular and time series data	72
Arabic natural language processing for Qur’anic research: a systematic review	71
Advanced artificial intelligence system by intuitionistic fuzzy $$\Gamma$$-subring for automotive robotic manufacturing	71
An external archive guided Harris Hawks optimization using strengthened dominance relation for multi-objective optimization problems	70
Classification of spinal curvature types using radiography images: deep learning versus classical methods	69
Incorporating Q-learning and gradient search scheme into JAYA algorithm for global optimization	69
Deep learning on multi-view sequential data: a survey	68
Quantum-inspired metaheuristic algorithms: comprehensive survey and classification	68
Fotomics: fourier transform-based omics imagification for deep learning-based cell-identity mapping using single-cell omics profiles	68
Heterogeneous graph neural networks analysis: a survey of techniques, evaluations and applications	68
Privacy-preserving data (stream) mining techniques and their impact on data mining accuracy: a systematic literature review	67
A systematic review for class-imbalance in semi-supervised learning	67
Time series forecasting using fuzzy cognitive maps: a survey	67
Multi-source deep transfer learning algorithm based on feature alignment	67
Transition of traditional method to deep learning based computer-aided system for breast cancer using Automated Breast Ultrasound System (ABUS) images: a review	66
Deep neural network pruning method based on sensitive layers and reinforcement learning	65
Some new product operations of T-spherical fuzzy graphs and an application of T-spherical fuzzy graphs in MCGDM	64
Optimal energy management in EVCS and distribution system considering QoS using hybrid technique	64
Artificial glial cells in artificial neuronal networks: a systematic review	63
Gradient leakage attacks in federated learning	62
Smart farming prediction models for precision agriculture: a comprehensive survey	62
Time-series dynamic three-way group decision-making model and its application in TCM efficacy evaluation	62
Time expression recognition and normalization: a survey	61
A comprehensive survey on image captioning: from handcrafted to deep learning-based techniques, a taxonomy and open research issues	61
Recent advances in decision trees: an updated survey	60
Internet of Low-Altitude UAVs (IoLoUA): a methodical modeling on integration of Internet of “Things” with “UAV” possibilities and tests	58
A survey on narrative extraction from textual data	57
Knowledge discovery and variable scale evaluation for long series data	56
A survey on multi-objective hyperparameter optimization algorithms for machine learning	56