OOIR: Observatory of International Research

Papers

(The TQCC of Artificial Intelligence Review is 48. 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 2021-11-01 to 2025-11-01.)

Article	Citations
New staircase sinusoidal voltage synthesizer and optimal interval type-2 fuzzy controller for dynamic voltage restorer to compensate voltage disturbances	953
Community detection model for dynamic networks based on hidden Markov model and evolutionary algorithm	725
Risk assessment of coronary heart disease based on cloud-random forest	572
Image denoising in the deep learning era	513
Cognitive motivations and foundations for building intelligent decision-making systems	504
Machine reading comprehension combined with semantic dependency for Chinese zero pronoun resolution	431
General optimization procedure of the Hedge-algebras controller for controlling dynamic systems	373
Brain works principle followed by neural information processing: a review of novel brain theory	372
Self-dependence multi-label learning with double k for missing labels	367
Survey on aspect detection for aspect-based sentiment analysis	331
A novel prospect-theory-based three-way decision methodology in multi-scale information systems	318
A comprehensive review of the video-to-text problem	307
Attention, please! A survey of neural attention models in deep learning	295
Data mining-based firefly algorithm for green vehicle routing problem with heterogeneous fleet and refueling constraint	286
Evaluating eXplainable artificial intelligence tools for hard disk drive predictive maintenance	264
Model free position-force control of environmental constrained reconfigurable manipulators based on adaptive dynamic programming	248
Advanced value iteration for discrete-time intelligent critic control: A survey	237
Novel variants of grasshopper optimization algorithm to solve numerical problems and demand side management in smart grids	235
Weakly supervised discriminate enhancement network for visual sentiment analysis	231
Multi-order texture features for palmprint recognition	226
Evaluating new energy vehicles by picture fuzzy sets based on sentiment analysis from online reviews	218
Feature selection for set-valued data based on D–S evidence theory	210
A survey on computational metaphor processing techniques: from identification, interpretation, generation to application	210
A survey of energy-efficient clustering routing protocols for wireless sensor networks based on metaheuristic approaches	201
Geometric deep learning and equivariant neural networks	187

Deep learning models and traditional automated techniques for brain tumor segmentation in MRI: a review	187
Artificial intelligence for suicide assessment using Audiovisual Cues: a review	187
Adaptive type2-possibilistic C-means clustering and its application to microarray datasets	179
A Review of multilayer extreme learning machine neural networks	175
Battling voice spoofing: a review, comparative analysis, and generalizability evaluation of state-of-the-art voice spoofing counter measures	173
Trustworthy artificial intelligence in Alzheimer’s disease: state of the art, opportunities, and challenges	172
Uncertainty analysis in document publications using single-valued neutrosophic set and collaborative entropy	169
University admission process: a prescriptive analytics approach	167
Emotion quantification techniques for cognitive reappraisal: a systematic review and scientometric analysis	165
Huber loss based distributed robust learning algorithm for random vector functional-link network	164
Machine learning for leaf disease classification: data, techniques and applications	155
Intelligent energy management systems: a review	152
A systematic review of deep learning based image segmentation to detect polyp	151
Monte Carlo Tree Search: a review of recent modifications and applications	150
A survey on syntactic processing techniques	150
Swarm intelligence algorithms for multiple unmanned aerial vehicles collaboration: a comprehensive review	148
A survey of the vision transformers and their CNN-transformer based variants	146
Crayfish optimization algorithm	142
Biometrics recognition using deep learning: a survey	141
A proportional-integral iterative algorithm for time-variant equality-constrained quadratic programming problem with applications	133
From task to evaluation: an automatic text summarization review	124
On the current state of deep learning for news recommendation	123
A hybrid human–AI tool for scientometric analysis	122
A comprehensive review of Binary Neural Network	120
Combining deep subspace feature representation based IKPCANet and jointly constraint multi-dictionary learning for facial expression recognition	117
Approximate reasoning with aggregation functions satisfying GMP rules	111
A chimp-inspired remora optimization algorithm for multilevel thresholding image segmentation using cross entropy	108
When AI meets store layout design: a review	106
Early health prediction framework using XGBoost ensemble algorithm in intelligent environment	104
Artificial intelligence-enabled prediction model of student academic performance in online engineering education	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 (	101
A comprehensive review on Jaya optimization algorithm	99
A systematic literature review on AutoML for multi-target learning tasks	99
Feature subset selection for multi-scale neighborhood decision information system via mutual information	98
Dimensionality reduced training by pruning and freezing parts of a deep neural network: a survey	98
DeepThink IoT: The Strength of Deep Learning in Internet of Things	97
PC-IEN: a click-through rate prediction method based on dynamic collaborative personalized interest extraction	96
Artificial intelligence-assisted water quality index determination for healthcare	94
On the current state of query formulation for book search	94
A survey, taxonomy and progress evaluation of three decades of swarm optimisation	93
Spherical fuzzy TODIM method for MAGDM integrating cumulative prospect theory and CRITIC method and its application to commercial insurance selection	92
Unsupervised concept drift detection for multi-label data streams	91
Additive consistency exploration of linguistic preference relations with self-confidence	89
An advanced similarity measure for Pythagorean fuzzy sets and its applications in transportation problem	84
Feature subset selection for data and feature streams: a review	83
Machine learning and deep learning techniques for the analysis of heart disease: a systematic literature review, open challenges and future directions	83
nmODE: neural memory ordinary differential equation	82
DptOIE: a Portuguese open information extraction based on dependency analysis	80
Medical image data augmentation: techniques, comparisons and interpretations	79
A review of convolutional neural network architectures and their optimizations	79

An analysis of graph convolutional networks and recent datasets for visual question answering	79
Detecting Persian speaker-independent voice commands based on LSTM and ontology in communicating with the smart home appliances	78
Literature review on Intention Mining-oriented Process Mining in information system	78
An IoT based smart menstrual cup using optimized adaptive CNN model for effective menstrual hygiene management	77
Arabic natural language processing for Qur’anic research: a systematic review	76
A new intuitionistic fuzzy best worst method for deriving weight vector of criteria and its application	76
An effective and efficient broad-based ensemble learning model for moderate-large scale image recognition	75
Manifold transfer subspace learning based on double relaxed discriminative regression	74
A survey on the use of association rules mining techniques in textual social media	74
Interpretable decision trees through MaxSAT	73
A state of art review on applications of multi-objective evolutionary algorithms in chemicals production reactors	71
A review: development of named entity recognition (NER) technology for aeronautical information intelligence	70
Application of machine learning methods in fault detection and classification of power transmission lines: a survey	70
Explainable AI for clinical and remote health applications: a survey on tabular and time series data	68
Construction of multivalued cryptographic boolean function using recurrent neural network and its application in image encryption scheme	68
Machine and deep learning for longitudinal biomedical data: a review of methods and applications	67
An active deep learning method for diabetic retinopathy detection in segmented fundus images using artificial bee colony algorithm	67
Application of artificial intelligence technology in the field of orthopedics: a narrative review	66
Hybrid group decision-making technique under spherical fuzzy N-soft expert sets	66
Deep multiagent reinforcement learning: challenges and directions	66
Autonomous learning for fuzzy systems: a review	66
Classification of spinal curvature types using radiography images: deep learning versus classical methods	65
Deep learning for compressive sensing: a ubiquitous systems perspective	65
A systematic review for class-imbalance in semi-supervised learning	65
A systematic review of the use of topic models for short text social media analysis	65
Incorporating Q-learning and gradient search scheme into JAYA algorithm for global optimization	65
Quantum-inspired metaheuristic algorithms: comprehensive survey and classification	63
Privacy-preserving data (stream) mining techniques and their impact on data mining accuracy: a systematic literature review	63
Time series forecasting using fuzzy cognitive maps: a survey	62
Heterogeneous graph neural networks analysis: a survey of techniques, evaluations and applications	62
Advanced artificial intelligence system by intuitionistic fuzzy $$\Gamma$$-subring for automotive robotic manufacturing	61
An external archive guided Harris Hawks optimization using strengthened dominance relation for multi-objective optimization problems	61
Fotomics: fourier transform-based omics imagification for deep learning-based cell-identity mapping using single-cell omics profiles	61
Multi-source deep transfer learning algorithm based on feature alignment	61
Deep learning on multi-view sequential data: a survey	60
Time expression recognition and normalization: a survey	59
A hybrid approach combining AHP with TODIM for blockchain technology provider selection under the Pythagorean fuzzy scenario	59
Deep neural network pruning method based on sensitive layers and reinforcement learning	58
A survey on narrative extraction from textual data	57
Transition of traditional method to deep learning based computer-aided system for breast cancer using Automated Breast Ultrasound System (ABUS) images: a review	56
Some new product operations of T-spherical fuzzy graphs and an application of T-spherical fuzzy graphs in MCGDM	56
Gradient leakage attacks in federated learning	55
Internet of Low-Altitude UAVs (IoLoUA): a methodical modeling on integration of Internet of “Things” with “UAV” possibilities and tests	55
Optimal energy management in EVCS and distribution system considering QoS using hybrid technique	55
Neural attention for image captioning: review of outstanding methods	55
A comprehensive survey on image captioning: from handcrafted to deep learning-based techniques, a taxonomy and open research issues	54
Artificial glial cells in artificial neuronal networks: a systematic review	54
Time-series dynamic three-way group decision-making model and its application in TCM efficacy evaluation	54
Smart farming prediction models for precision agriculture: a comprehensive survey	54
A survey on multi-objective hyperparameter optimization algorithms for machine learning	54
Recent advances of deep learning algorithms for aquacultural machine vision systems with emphasis on fish	54
Recent advances in decision trees: an updated survey	53
Multiple criteria decision analytic methods in management with T-spherical fuzzy information	53
A complete framework for accurate recognition and prognosis of COVID-19 patients based on deep transfer learning and feature classification approach	52
Image embedding for denoising generative models	52
Knowledge discovery and variable scale evaluation for long series data	51
An innovative time-varying particle swarm-based Salp algorithm for intrusion detection system and large-scale global optimization problems	49
A review of the literature on fuzzy-logic approaches for collision-free path planning of manipulator robots	49
Hierarchical few-shot learning based on coarse- and fine-grained relation network	49
An adaptive spatio-temporal neural network for PM2.5 concentration forecasting	49
Soft computing techniques for biomedical data analysis: open issues and challenges	48