OOIR: Observatory of International Research

Papers

(The TQCC of Artificial Intelligence Review is 57. 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 2022-06-01 to 2026-06-01.)

Article	Citations
Cognitive motivations and foundations for building intelligent decision-making systems	1063
Self-dependence multi-label learning with double k for missing labels	897
New staircase sinusoidal voltage synthesizer and optimal interval type-2 fuzzy controller for dynamic voltage restorer to compensate voltage disturbances	766
General optimization procedure of the Hedge-algebras controller for controlling dynamic systems	574
Community detection model for dynamic networks based on hidden Markov model and evolutionary algorithm	569
Survey on aspect detection for aspect-based sentiment analysis	558
Brain works principle followed by neural information processing: a review of novel brain theory	554
Image denoising in the deep learning era	513
A novel prospect-theory-based three-way decision methodology in multi-scale information systems	492
Machine reading comprehension combined with semantic dependency for Chinese zero pronoun resolution	421
Model free position-force control of environmental constrained reconfigurable manipulators based on adaptive dynamic programming	379
Advanced value iteration for discrete-time intelligent critic control: A survey	370
Evaluating eXplainable artificial intelligence tools for hard disk drive predictive maintenance	342
Novel variants of grasshopper optimization algorithm to solve numerical problems and demand side management in smart grids	327
A survey of energy-efficient clustering routing protocols for wireless sensor networks based on metaheuristic approaches	325
Artificial intelligence for suicide assessment using Audiovisual Cues: a review	314
Evaluating new energy vehicles by picture fuzzy sets based on sentiment analysis from online reviews	309
Data mining-based firefly algorithm for green vehicle routing problem with heterogeneous fleet and refueling constraint	306
Feature selection for set-valued data based on D–S evidence theory	298
Weakly supervised discriminate enhancement network for visual sentiment analysis	268
A survey on computational metaphor processing techniques: from identification, interpretation, generation to application	264
Geometric deep learning and equivariant neural networks	255
Deep learning models and traditional automated techniques for brain tumor segmentation in MRI: a review	255
Adaptive type2-possibilistic C-means clustering and its application to microarray datasets	240
A survey on syntactic processing techniques	239

Emotion quantification techniques for cognitive reappraisal: a systematic review and scientometric analysis	234
Battling voice spoofing: a review, comparative analysis, and generalizability evaluation of state-of-the-art voice spoofing counter measures	232
Uncertainty analysis in document publications using single-valued neutrosophic set and collaborative entropy	216
Huber loss based distributed robust learning algorithm for random vector functional-link network	200
Trustworthy artificial intelligence in Alzheimer’s disease: state of the art, opportunities, and challenges	194
University admission process: a prescriptive analytics approach	188
A systematic review of deep learning based image segmentation to detect polyp	182
A Review of multilayer extreme learning machine neural networks	173
Biometrics recognition using deep learning: a survey	170
Monte Carlo Tree Search: a review of recent modifications and applications	165
Swarm intelligence algorithms for multiple unmanned aerial vehicles collaboration: a comprehensive review	164
Machine learning for leaf disease classification: data, techniques and applications	164
Intelligent energy management systems: a review	162
A survey of the vision transformers and their CNN-transformer based variants	156
Crayfish optimization algorithm	150
Combining deep subspace feature representation based IKPCANet and jointly constraint multi-dictionary learning for facial expression recognition	149
A chimp-inspired remora optimization algorithm for multilevel thresholding image segmentation using cross entropy	146
A proportional-integral iterative algorithm for time-variant equality-constrained quadratic programming problem with applications	144
A systematic literature review on AutoML for multi-target learning tasks	140
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 (	137
Dimensionality reduced training by pruning and freezing parts of a deep neural network: a survey	137
A comprehensive review of Binary Neural Network	126
Feature subset selection for multi-scale neighborhood decision information system via mutual information	124
Early health prediction framework using XGBoost ensemble algorithm in intelligent environment	114
DeepThink IoT: The Strength of Deep Learning in Internet of Things	114
From task to evaluation: an automatic text summarization review	112
A hybrid human–AI tool for scientometric analysis	112
A comprehensive review on Jaya optimization algorithm	112
Artificial intelligence-enabled prediction model of student academic performance in online engineering education	109
PC-IEN: a click-through rate prediction method based on dynamic collaborative personalized interest extraction	108
DptOIE: a Portuguese open information extraction based on dependency analysis	105
On the current state of query formulation for book search	104
nmODE: neural memory ordinary differential equation	101
Feature subset selection for data and feature streams: a review	99
Spherical fuzzy TODIM method for MAGDM integrating cumulative prospect theory and CRITIC method and its application to commercial insurance selection	97
Machine learning and deep learning techniques for the analysis of heart disease: a systematic literature review, open challenges and future directions	97
An advanced similarity measure for Pythagorean fuzzy sets and its applications in transportation problem	96
Artificial intelligence-assisted water quality index determination for healthcare	95
Medical image data augmentation: techniques, comparisons and interpretations	94
Unsupervised concept drift detection for multi-label data streams	94
A review of convolutional neural network architectures and their optimizations	93
Literature review on Intention Mining-oriented Process Mining in information system	93
An effective and efficient broad-based ensemble learning model for moderate-large scale image recognition	92
Application of artificial intelligence technology in the field of orthopedics: a narrative review	89
Detecting Persian speaker-independent voice commands based on LSTM and ontology in communicating with the smart home appliances	86
An IoT based smart menstrual cup using optimized adaptive CNN model for effective menstrual hygiene management	84
A state of art review on applications of multi-objective evolutionary algorithms in chemicals production reactors	84
Autonomous learning for fuzzy systems: a review	82
A new intuitionistic fuzzy best worst method for deriving weight vector of criteria and its application	82
Deep learning for compressive sensing: a ubiquitous systems perspective	80

Construction of multivalued cryptographic boolean function using recurrent neural network and its application in image encryption scheme	80
An active deep learning method for diabetic retinopathy detection in segmented fundus images using artificial bee colony algorithm	80
A systematic review of the use of topic models for short text social media analysis	78
Interpretable decision trees through MaxSAT	77
Application of machine learning methods in fault detection and classification of power transmission lines: a survey	77
Deep multiagent reinforcement learning: challenges and directions	76
Arabic natural language processing for Qur’anic research: a systematic review	76
Machine and deep learning for longitudinal biomedical data: a review of methods and applications	75
Explainable AI for clinical and remote health applications: a survey on tabular and time series data	75
Manifold transfer subspace learning based on double relaxed discriminative regression	75
Advanced artificial intelligence system by intuitionistic fuzzy $$\Gamma$$-subring for automotive robotic manufacturing	74
An external archive guided Harris Hawks optimization using strengthened dominance relation for multi-objective optimization problems	74
Classification of spinal curvature types using radiography images: deep learning versus classical methods	72
Privacy-preserving data (stream) mining techniques and their impact on data mining accuracy: a systematic literature review	71
A systematic review for class-imbalance in semi-supervised learning	71
Deep learning on multi-view sequential data: a survey	71
Incorporating Q-learning and gradient search scheme into JAYA algorithm for global optimization	71
Fotomics: fourier transform-based omics imagification for deep learning-based cell-identity mapping using single-cell omics profiles	70
Multi-source deep transfer learning algorithm based on feature alignment	69
Quantum-inspired metaheuristic algorithms: comprehensive survey and classification	68
Heterogeneous graph neural networks analysis: a survey of techniques, evaluations and applications	68
Time series forecasting using fuzzy cognitive maps: a survey	68
Time expression recognition and normalization: a survey	67
Deep neural network pruning method based on sensitive layers and reinforcement learning	67
Some new product operations of T-spherical fuzzy graphs and an application of T-spherical fuzzy graphs in MCGDM	65
Artificial glial cells in artificial neuronal networks: a systematic review	63
Transition of traditional method to deep learning based computer-aided system for breast cancer using Automated Breast Ultrasound System (ABUS) images: a review	62
Smart farming prediction models for precision agriculture: a comprehensive survey	61
Time-series dynamic three-way group decision-making model and its application in TCM efficacy evaluation	60
A comprehensive survey on image captioning: from handcrafted to deep learning-based techniques, a taxonomy and open research issues	60
Gradient leakage attacks in federated learning	59
Optimal energy management in EVCS and distribution system considering QoS using hybrid technique	58
Internet of Low-Altitude UAVs (IoLoUA): a methodical modeling on integration of Internet of “Things” with “UAV” possibilities and tests	57
A survey on narrative extraction from textual data	57