OOIR: Observatory of International Research

Papers

(The TQCC of Artificial Intelligence Review is 53. 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 2022-01-01 to 2026-01-01.)

Article	Citations
Cognitive motivations and foundations for building intelligent decision-making systems	1046
Risk assessment of coronary heart disease based on cloud-random forest	818
Community detection model for dynamic networks based on hidden Markov model and evolutionary algorithm	655
New staircase sinusoidal voltage synthesizer and optimal interval type-2 fuzzy controller for dynamic voltage restorer to compensate voltage disturbances	568
A novel prospect-theory-based three-way decision methodology in multi-scale information systems	471
Survey on aspect detection for aspect-based sentiment analysis	424
General optimization procedure of the Hedge-algebras controller for controlling dynamic systems	417
Brain works principle followed by neural information processing: a review of novel brain theory	402
Self-dependence multi-label learning with double k for missing labels	398
Machine reading comprehension combined with semantic dependency for Chinese zero pronoun resolution	369
Image denoising in the deep learning era	350
Attention, please! A survey of neural attention models in deep learning	299
A comprehensive review of the video-to-text problem	298
Evaluating eXplainable artificial intelligence tools for hard disk drive predictive maintenance	281
A survey on computational metaphor processing techniques: from identification, interpretation, generation to application	271
Geometric deep learning and equivariant neural networks	263
Advanced value iteration for discrete-time intelligent critic control: A survey	251
Multi-order texture features for palmprint recognition	249
Weakly supervised discriminate enhancement network for visual sentiment analysis	248
Model free position-force control of environmental constrained reconfigurable manipulators based on adaptive dynamic programming	231
Novel variants of grasshopper optimization algorithm to solve numerical problems and demand side management in smart grids	228
Feature selection for set-valued data based on D–S evidence theory	219
Data mining-based firefly algorithm for green vehicle routing problem with heterogeneous fleet and refueling constraint	212
Artificial intelligence for suicide assessment using Audiovisual Cues: a review	210
A survey of energy-efficient clustering routing protocols for wireless sensor networks based on metaheuristic approaches	209

Evaluating new energy vehicles by picture fuzzy sets based on sentiment analysis from online reviews	200
Deep learning models and traditional automated techniques for brain tumor segmentation in MRI: a review	197
Adaptive type2-possibilistic C-means clustering and its application to microarray datasets	195
Emotion quantification techniques for cognitive reappraisal: a systematic review and scientometric analysis	192
Huber loss based distributed robust learning algorithm for random vector functional-link network	182
Trustworthy artificial intelligence in Alzheimer’s disease: state of the art, opportunities, and challenges	181
A systematic review of deep learning based image segmentation to detect polyp	178
University admission process: a prescriptive analytics approach	172
Intelligent energy management systems: a review	169
A survey on syntactic processing techniques	165
Battling voice spoofing: a review, comparative analysis, and generalizability evaluation of state-of-the-art voice spoofing counter measures	163
Uncertainty analysis in document publications using single-valued neutrosophic set and collaborative entropy	163
Monte Carlo Tree Search: a review of recent modifications and applications	160
A Review of multilayer extreme learning machine neural networks	157
Swarm intelligence algorithms for multiple unmanned aerial vehicles collaboration: a comprehensive review	152
A survey of the vision transformers and their CNN-transformer based variants	150
Biometrics recognition using deep learning: a survey	148
Crayfish optimization algorithm	146
Machine learning for leaf disease classification: data, techniques and applications	143
DeepThink IoT: The Strength of Deep Learning in Internet of Things	132
From task to evaluation: an automatic text summarization review	132
A systematic literature review on AutoML for multi-target learning tasks	130
Combining deep subspace feature representation based IKPCANet and jointly constraint multi-dictionary learning for facial expression recognition	128
Approximate reasoning with aggregation functions satisfying GMP rules	126
Feature subset selection for multi-scale neighborhood decision information system via mutual information	123
Early health prediction framework using XGBoost ensemble algorithm in intelligent environment	116
A hybrid human–AI tool for scientometric analysis	116
Dimensionality reduced training by pruning and freezing parts of a deep neural network: a survey	115
When AI meets store layout design: a review	112
A comprehensive review of Binary Neural Network	111
On the current state of deep learning for news recommendation	111
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 (	111
A chimp-inspired remora optimization algorithm for multilevel thresholding image segmentation using cross entropy	109
A comprehensive review on Jaya optimization algorithm	106
Artificial intelligence-enabled prediction model of student academic performance in online engineering education	104
PC-IEN: a click-through rate prediction method based on dynamic collaborative personalized interest extraction	103
A proportional-integral iterative algorithm for time-variant equality-constrained quadratic programming problem with applications	103
DptOIE: a Portuguese open information extraction based on dependency analysis	100
An advanced similarity measure for Pythagorean fuzzy sets and its applications in transportation problem	99
Artificial intelligence-assisted water quality index determination for healthcare	99
Machine learning and deep learning techniques for the analysis of heart disease: a systematic literature review, open challenges and future directions	95
On the current state of query formulation for book search	95
An analysis of graph convolutional networks and recent datasets for visual question answering	91
Unsupervised concept drift detection for multi-label data streams	90
Feature subset selection for data and feature streams: a review	88
nmODE: neural memory ordinary differential equation	86
Additive consistency exploration of linguistic preference relations with self-confidence	86
Spherical fuzzy TODIM method for MAGDM integrating cumulative prospect theory and CRITIC method and its application to commercial insurance selection	85
A review of convolutional neural network architectures and their optimizations	85
Detecting Persian speaker-independent voice commands based on LSTM and ontology in communicating with the smart home appliances	83

Medical image data augmentation: techniques, comparisons and interpretations	83
An IoT based smart menstrual cup using optimized adaptive CNN model for effective menstrual hygiene management	82
Literature review on Intention Mining-oriented Process Mining in information system	82
A new intuitionistic fuzzy best worst method for deriving weight vector of criteria and its application	81
An effective and efficient broad-based ensemble learning model for moderate-large scale image recognition	80
Application of artificial intelligence technology in the field of orthopedics: a narrative review	79
Interpretable decision trees through MaxSAT	79
Construction of multivalued cryptographic boolean function using recurrent neural network and its application in image encryption scheme	78
Manifold transfer subspace learning based on double relaxed discriminative regression	78
Arabic natural language processing for Qur’anic research: a systematic review	77
Deep multiagent reinforcement learning: challenges and directions	76
Autonomous learning for fuzzy systems: a review	75
A state of art review on applications of multi-objective evolutionary algorithms in chemicals production reactors	74
Deep learning for compressive sensing: a ubiquitous systems perspective	74
Machine and deep learning for longitudinal biomedical data: a review of methods and applications	72
An active deep learning method for diabetic retinopathy detection in segmented fundus images using artificial bee colony algorithm	71
Application of machine learning methods in fault detection and classification of power transmission lines: a survey	71
A survey on the use of association rules mining techniques in textual social media	71
A systematic review of the use of topic models for short text social media analysis	70
A review: development of named entity recognition (NER) technology for aeronautical information intelligence	70
A systematic review for class-imbalance in semi-supervised learning	69
Explainable AI for clinical and remote health applications: a survey on tabular and time series data	69
An external archive guided Harris Hawks optimization using strengthened dominance relation for multi-objective optimization problems	68
Advanced artificial intelligence system by intuitionistic fuzzy $$\Gamma$$-subring for automotive robotic manufacturing	68
Multi-source deep transfer learning algorithm based on feature alignment	68
Incorporating Q-learning and gradient search scheme into JAYA algorithm for global optimization	66
Deep learning on multi-view sequential data: a survey	66
A hybrid approach combining AHP with TODIM for blockchain technology provider selection under the Pythagorean fuzzy scenario	65
Classification of spinal curvature types using radiography images: deep learning versus classical methods	65
Quantum-inspired metaheuristic algorithms: comprehensive survey and classification	65
Heterogeneous graph neural networks analysis: a survey of techniques, evaluations and applications	64
Time series forecasting using fuzzy cognitive maps: a survey	63
Fotomics: fourier transform-based omics imagification for deep learning-based cell-identity mapping using single-cell omics profiles	63
Privacy-preserving data (stream) mining techniques and their impact on data mining accuracy: a systematic literature review	62
Deep neural network pruning method based on sensitive layers and reinforcement learning	61
Time expression recognition and normalization: a survey	61
Internet of Low-Altitude UAVs (IoLoUA): a methodical modeling on integration of Internet of “Things” with “UAV” possibilities and tests	61
Some new product operations of T-spherical fuzzy graphs and an application of T-spherical fuzzy graphs in MCGDM	61
Artificial glial cells in artificial neuronal networks: a systematic review	60
Transition of traditional method to deep learning based computer-aided system for breast cancer using Automated Breast Ultrasound System (ABUS) images: a review	60
Smart farming prediction models for precision agriculture: a comprehensive survey	59
A survey on narrative extraction from textual data	59
Gradient leakage attacks in federated learning	59
Optimal energy management in EVCS and distribution system considering QoS using hybrid technique	59
Time-series dynamic three-way group decision-making model and its application in TCM efficacy evaluation	58
A comprehensive survey on image captioning: from handcrafted to deep learning-based techniques, a taxonomy and open research issues	58
A survey on multi-objective hyperparameter optimization algorithms for machine learning	57
Recent advances in decision trees: an updated survey	57
Image embedding for denoising generative models	56
Multiple criteria decision analytic methods in management with T-spherical fuzzy information	56
Knowledge discovery and variable scale evaluation for long series data	55
A complete framework for accurate recognition and prognosis of COVID-19 patients based on deep transfer learning and feature classification approach	54
A picture fuzzy evaluation framework based on a novel approach incorporating bidirectional projection measures and the VIKOR method	54
Hybrid chimp optimization algorithm for degree reduction of ball Said–Ball curves	54
Hierarchical few-shot learning based on coarse- and fine-grained relation network	54
An adaptive spatio-temporal neural network for PM2.5 concentration forecasting	54
A multi-factor two-stage deep integration model for stock price prediction based on intelligent optimization and feature clustering	53