OOIR: Observatory of International Research

Papers

(The TQCC of Artificial Intelligence Review is 58. 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 2022-08-01 to 2026-08-01.)

Article	Citations
Self-dependence multi-label learning with double k for missing labels	1190
New staircase sinusoidal voltage synthesizer and optimal interval type-2 fuzzy controller for dynamic voltage restorer to compensate voltage disturbances	988
General optimization procedure of the Hedge-algebras controller for controlling dynamic systems	878
Community detection model for dynamic networks based on hidden Markov model and evolutionary algorithm	655
Brain works principle followed by neural information processing: a review of novel brain theory	627
Machine reading comprehension combined with semantic dependency for Chinese zero pronoun resolution	622
Survey on aspect detection for aspect-based sentiment analysis	601
Cognitive motivations and foundations for building intelligent decision-making systems	569
Image denoising in the deep learning era	522
A novel prospect-theory-based three-way decision methodology in multi-scale information systems	444
Model free position-force control of environmental constrained reconfigurable manipulators based on adaptive dynamic programming	411
Data mining-based firefly algorithm for green vehicle routing problem with heterogeneous fleet and refueling constraint	408
A survey of energy-efficient clustering routing protocols for wireless sensor networks based on metaheuristic approaches	352
Novel variants of grasshopper optimization algorithm to solve numerical problems and demand side management in smart grids	340
Evaluating eXplainable artificial intelligence tools for hard disk drive predictive maintenance	336
Feature selection for set-valued data based on D–S evidence theory	329
Deep learning models and traditional automated techniques for brain tumor segmentation in MRI: a review	325
Geometric deep learning and equivariant neural networks	303
Advanced value iteration for discrete-time intelligent critic control: A survey	299
Artificial intelligence for suicide assessment using Audiovisual Cues: a review	283
A survey on computational metaphor processing techniques: from identification, interpretation, generation to application	277
Battling voice spoofing: a review, comparative analysis, and generalizability evaluation of state-of-the-art voice spoofing counter measures	262
Intelligent energy management systems: a review	259
A Review of multilayer extreme learning machine neural networks	242
Huber loss based distributed robust learning algorithm for random vector functional-link network	233

Adaptive type2-possibilistic C-means clustering and its application to microarray datasets	214
Emotion quantification techniques for cognitive reappraisal: a systematic review and scientometric analysis	206
University admission process: a prescriptive analytics approach	201
Machine learning for leaf disease classification: data, techniques and applications	199
Uncertainty analysis in document publications using single-valued neutrosophic set and collaborative entropy	185
A systematic review of deep learning based image segmentation to detect polyp	182
Swarm intelligence algorithms for multiple unmanned aerial vehicles collaboration: a comprehensive review	181
A survey of the vision transformers and their CNN-transformer based variants	179
Trustworthy artificial intelligence in Alzheimer’s disease: state of the art, opportunities, and challenges	177
A survey on syntactic processing techniques	174
Biometrics recognition using deep learning: a survey	172
Crayfish optimization algorithm	170
Combining deep subspace feature representation based IKPCANet and jointly constraint multi-dictionary learning for facial expression recognition	169
A proportional-integral iterative algorithm for time-variant equality-constrained quadratic programming problem with applications	162
A systematic literature review on AutoML for multi-target learning tasks	154
From task to evaluation: an automatic text summarization review	153
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 (	145
Feature subset selection for multi-scale neighborhood decision information system via mutual information	142
Dimensionality reduced training by pruning and freezing parts of a deep neural network: a survey	141
Artificial intelligence-enabled prediction model of student academic performance in online engineering education	140
DeepThink IoT: The Strength of Deep Learning in Internet of Things	124
A hybrid human–AI tool for scientometric analysis	123
A comprehensive review on Jaya optimization algorithm	121
Early health prediction framework using XGBoost ensemble algorithm in intelligent environment	120
A comprehensive review of Binary Neural Network	113
A chimp-inspired remora optimization algorithm for multilevel thresholding image segmentation using cross entropy	112
PC-IEN: a click-through rate prediction method based on dynamic collaborative personalized interest extraction	110
DptOIE: a Portuguese open information extraction based on dependency analysis	109
Artificial intelligence-assisted water quality index determination for healthcare	105
Feature subset selection for data and feature streams: a review	104
Machine learning and deep learning techniques for the analysis of heart disease: a systematic literature review, open challenges and future directions	104
On the current state of query formulation for book search	103
Spherical fuzzy TODIM method for MAGDM integrating cumulative prospect theory and CRITIC method and its application to commercial insurance selection	103
An advanced similarity measure for Pythagorean fuzzy sets and its applications in transportation problem	103
Medical image data augmentation: techniques, comparisons and interpretations	101
nmODE: neural memory ordinary differential equation	96
An effective and efficient broad-based ensemble learning model for moderate-large scale image recognition	95
Application of artificial intelligence technology in the field of orthopedics: a narrative review	94
Detecting Persian speaker-independent voice commands based on LSTM and ontology in communicating with the smart home appliances	93
An IoT based smart menstrual cup using optimized adaptive CNN model for effective menstrual hygiene management	93
Construction of multivalued cryptographic boolean function using recurrent neural network and its application in image encryption scheme	90
Manifold transfer subspace learning based on double relaxed discriminative regression	89
Literature review on Intention Mining-oriented Process Mining in information system	89
Arabic natural language processing for Qur’anic research: a systematic review	86
Deep learning for compressive sensing: a ubiquitous systems perspective	84
A new intuitionistic fuzzy best worst method for deriving weight vector of criteria and its application	83
A systematic review of the use of topic models for short text social media analysis	83
Machine and deep learning for longitudinal biomedical data: a review of methods and applications	83
Application of machine learning methods in fault detection and classification of power transmission lines: a survey	80
Explainable AI for clinical and remote health applications: a survey on tabular and time series data	80

Interpretable decision trees through MaxSAT	79
Autonomous learning for fuzzy systems: a review	79
Deep multiagent reinforcement learning: challenges and directions	78
An active deep learning method for diabetic retinopathy detection in segmented fundus images using artificial bee colony algorithm	78
Advanced artificial intelligence system by intuitionistic fuzzy $$\Gamma$$-subring for automotive robotic manufacturing	78
Classification of spinal curvature types using radiography images: deep learning versus classical methods	77
Time series forecasting using fuzzy cognitive maps: a survey	77
Multi-source deep transfer learning algorithm based on feature alignment	77
A systematic review for class-imbalance in semi-supervised learning	77
Heterogeneous graph neural networks analysis: a survey of techniques, evaluations and applications	71
Privacy-preserving data (stream) mining techniques and their impact on data mining accuracy: a systematic literature review	71
Fotomics: fourier transform-based omics imagification for deep learning-based cell-identity mapping using single-cell omics profiles	71
Deep learning on multi-view sequential data: a survey	71
Incorporating Q-learning and gradient search scheme into JAYA algorithm for global optimization	69
Quantum-inspired metaheuristic algorithms: comprehensive survey and classification	68
Smart farming prediction models for precision agriculture: a comprehensive survey	67
A comprehensive survey on image captioning: from handcrafted to deep learning-based techniques, a taxonomy and open research issues	66
Artificial glial cells in artificial neuronal networks: a systematic review	64
Deep neural network pruning method based on sensitive layers and reinforcement learning	64
Transition of traditional method to deep learning based computer-aided system for breast cancer using Automated Breast Ultrasound System (ABUS) images: a review	62
Gradient leakage attacks in federated learning	61
Time-series dynamic three-way group decision-making model and its application in TCM efficacy evaluation	61
Time expression recognition and normalization: a survey	60
Optimal energy management in EVCS and distribution system considering QoS using hybrid technique	60
A survey on multi-objective hyperparameter optimization algorithms for machine learning	59
A survey on narrative extraction from textual data	58
Recent advances in decision trees: an updated survey	58