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 2022-05-01 to 2026-05-01.)

Article	Citations
Self-dependence multi-label learning with double k for missing labels	1033
Cognitive motivations and foundations for building intelligent decision-making systems	856
A novel prospect-theory-based three-way decision methodology in multi-scale information systems	723
Image denoising in the deep learning era	553
Brain works principle followed by neural information processing: a review of novel brain theory	534
General optimization procedure of the Hedge-algebras controller for controlling dynamic systems	530
Machine reading comprehension combined with semantic dependency for Chinese zero pronoun resolution	526
Community detection model for dynamic networks based on hidden Markov model and evolutionary algorithm	495
Survey on aspect detection for aspect-based sentiment analysis	474
New staircase sinusoidal voltage synthesizer and optimal interval type-2 fuzzy controller for dynamic voltage restorer to compensate voltage disturbances	401
Data mining-based firefly algorithm for green vehicle routing problem with heterogeneous fleet and refueling constraint	357
Evaluating new energy vehicles by picture fuzzy sets based on sentiment analysis from online reviews	354
Model free position-force control of environmental constrained reconfigurable manipulators based on adaptive dynamic programming	335
Geometric deep learning and equivariant neural networks	325
Advanced value iteration for discrete-time intelligent critic control: A survey	312
A survey on computational metaphor processing techniques: from identification, interpretation, generation to application	300
Weakly supervised discriminate enhancement network for visual sentiment analysis	300
Novel variants of grasshopper optimization algorithm to solve numerical problems and demand side management in smart grids	299
Multi-order texture features for palmprint recognition	287
A survey of energy-efficient clustering routing protocols for wireless sensor networks based on metaheuristic approaches	256
Deep learning models and traditional automated techniques for brain tumor segmentation in MRI: a review	255
Feature selection for set-valued data based on D–S evidence theory	243
Artificial intelligence for suicide assessment using Audiovisual Cues: a review	234
Trustworthy artificial intelligence in Alzheimer’s disease: state of the art, opportunities, and challenges	230
Evaluating eXplainable artificial intelligence tools for hard disk drive predictive maintenance	230

University admission process: a prescriptive analytics approach	226
Adaptive type2-possibilistic C-means clustering and its application to microarray datasets	214
A Review of multilayer extreme learning machine neural networks	210
Biometrics recognition using deep learning: a survey	205
Emotion quantification techniques for cognitive reappraisal: a systematic review and scientometric analysis	196
Huber loss based distributed robust learning algorithm for random vector functional-link network	190
Machine learning for leaf disease classification: data, techniques and applications	184
Uncertainty analysis in document publications using single-valued neutrosophic set and collaborative entropy	174
A systematic review of deep learning based image segmentation to detect polyp	172
Intelligent energy management systems: a review	164
Battling voice spoofing: a review, comparative analysis, and generalizability evaluation of state-of-the-art voice spoofing counter measures	159
Swarm intelligence algorithms for multiple unmanned aerial vehicles collaboration: a comprehensive review	159
Monte Carlo Tree Search: a review of recent modifications and applications	155
A survey of the vision transformers and their CNN-transformer based variants	151
Crayfish optimization algorithm	148
On the current state of deep learning for news recommendation	142
A survey on syntactic processing techniques	142
Combining deep subspace feature representation based IKPCANet and jointly constraint multi-dictionary learning for facial expression recognition	140
Dimensionality reduced training by pruning and freezing parts of a deep neural network: a survey	138
A chimp-inspired remora optimization algorithm for multilevel thresholding image segmentation using cross entropy	137
A proportional-integral iterative algorithm for time-variant equality-constrained quadratic programming problem with applications	134
A systematic literature review on AutoML for multi-target learning tasks	128
Early health prediction framework using XGBoost ensemble algorithm in intelligent environment	126
DeepThink IoT: The Strength of Deep Learning in Internet of Things	120
Artificial intelligence-enabled prediction model of student academic performance in online engineering education	113
Feature subset selection for multi-scale neighborhood decision information system via mutual information	112
From task to evaluation: an automatic text summarization review	111
A comprehensive review of Binary Neural Network	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 (	108
A hybrid human–AI tool for scientometric analysis	107
A comprehensive review on Jaya optimization algorithm	103
PC-IEN: a click-through rate prediction method based on dynamic collaborative personalized interest extraction	100
On the current state of query formulation for book search	98
An advanced similarity measure for Pythagorean fuzzy sets and its applications in transportation problem	97
Machine learning and deep learning techniques for the analysis of heart disease: a systematic literature review, open challenges and future directions	96
Spherical fuzzy TODIM method for MAGDM integrating cumulative prospect theory and CRITIC method and its application to commercial insurance selection	96
Unsupervised concept drift detection for multi-label data streams	96
DptOIE: a Portuguese open information extraction based on dependency analysis	96
nmODE: neural memory ordinary differential equation	92
Feature subset selection for data and feature streams: a review	92
Medical image data augmentation: techniques, comparisons and interpretations	91
A review of convolutional neural network architectures and their optimizations	90
An effective and efficient broad-based ensemble learning model for moderate-large scale image recognition	89
Artificial intelligence-assisted water quality index determination for healthcare	89
An IoT based smart menstrual cup using optimized adaptive CNN model for effective menstrual hygiene management	89
Literature review on Intention Mining-oriented Process Mining in information system	89
Construction of multivalued cryptographic boolean function using recurrent neural network and its application in image encryption scheme	87
A state of art review on applications of multi-objective evolutionary algorithms in chemicals production reactors	82
Interpretable decision trees through MaxSAT	81
Application of artificial intelligence technology in the field of orthopedics: a narrative review	81

Deep learning for compressive sensing: a ubiquitous systems perspective	80
Detecting Persian speaker-independent voice commands based on LSTM and ontology in communicating with the smart home appliances	80
Arabic natural language processing for Qur’anic research: a systematic review	77
Manifold transfer subspace learning based on double relaxed discriminative regression	77
A systematic review of the use of topic models for short text social media analysis	76
A new intuitionistic fuzzy best worst method for deriving weight vector of criteria and its application	76
Autonomous learning for fuzzy systems: a review	76
A survey on the use of association rules mining techniques in textual social media	76
Deep multiagent reinforcement learning: challenges and directions	75
Application of machine learning methods in fault detection and classification of power transmission lines: a survey	73
Machine and deep learning for longitudinal biomedical data: a review of methods and applications	72
Explainable AI for clinical and remote health applications: a survey on tabular and time series data	71
Advanced artificial intelligence system by intuitionistic fuzzy $$\Gamma$$-subring for automotive robotic manufacturing	71
A review: development of named entity recognition (NER) technology for aeronautical information intelligence	71
Multi-source deep transfer learning algorithm based on feature alignment	71
An active deep learning method for diabetic retinopathy detection in segmented fundus images using artificial bee colony algorithm	71
Classification of spinal curvature types using radiography images: deep learning versus classical methods	70
An external archive guided Harris Hawks optimization using strengthened dominance relation for multi-objective optimization problems	70
Fotomics: fourier transform-based omics imagification for deep learning-based cell-identity mapping using single-cell omics profiles	69
Deep learning on multi-view sequential data: a survey	68
Incorporating Q-learning and gradient search scheme into JAYA algorithm for global optimization	67
Time series forecasting using fuzzy cognitive maps: a survey	67
A systematic review for class-imbalance in semi-supervised learning	67
Quantum-inspired metaheuristic algorithms: comprehensive survey and classification	67
Privacy-preserving data (stream) mining techniques and their impact on data mining accuracy: a systematic literature review	66
Heterogeneous graph neural networks analysis: a survey of techniques, evaluations and applications	66
A survey on multi-objective hyperparameter optimization algorithms for machine learning	65
Deep neural network pruning method based on sensitive layers and reinforcement learning	65
Smart farming prediction models for precision agriculture: a comprehensive survey	65
Gradient leakage attacks in federated learning	62
A comprehensive survey on image captioning: from handcrafted to deep learning-based techniques, a taxonomy and open research issues	62
Time expression recognition and normalization: a survey	61
Some new product operations of T-spherical fuzzy graphs and an application of T-spherical fuzzy graphs in MCGDM	59
Optimal energy management in EVCS and distribution system considering QoS using hybrid technique	59
Artificial glial cells in artificial neuronal networks: a systematic review	58
Transition of traditional method to deep learning based computer-aided system for breast cancer using Automated Breast Ultrasound System (ABUS) images: a review	56
Internet of Low-Altitude UAVs (IoLoUA): a methodical modeling on integration of Internet of “Things” with “UAV” possibilities and tests	56
Time-series dynamic three-way group decision-making model and its application in TCM efficacy evaluation	56