OOIR: Observatory of International Research

Papers

(The TQCC of Artificial Intelligence Review is 44. 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 2021-09-01 to 2025-09-01.)

Article	Citations
Neurological abnormality detection from electroencephalography data: a review	838
Machine reading comprehension combined with semantic dependency for Chinese zero pronoun resolution	624
Community detection model for dynamic networks based on hidden Markov model and evolutionary algorithm	487
New staircase sinusoidal voltage synthesizer and optimal interval type-2 fuzzy controller for dynamic voltage restorer to compensate voltage disturbances	463
Cognitive motivations and foundations for building intelligent decision-making systems	445
An optimized system of GMDH-ANFIS predictive model by ICA for estimating pile bearing capacity	375
A novel prospect-theory-based three-way decision methodology in multi-scale information systems	324
General optimization procedure of the Hedge-algebras controller for controlling dynamic systems	318
A comprehensive review of the video-to-text problem	312
Survey on aspect detection for aspect-based sentiment analysis	296
Brain works principle followed by neural information processing: a review of novel brain theory	285
Image denoising in the deep learning era	278
Risk assessment of coronary heart disease based on cloud-random forest	270
Attention, please! A survey of neural attention models in deep learning	266
Self-dependence multi-label learning with double k for missing labels	242
Artificial intelligence for suicide assessment using Audiovisual Cues: a review	232
Making accurate object detection at the edge: review and new approach	225
Advanced value iteration for discrete-time intelligent critic control: A survey	217
A survey on computational metaphor processing techniques: from identification, interpretation, generation to application	210
Novel variants of grasshopper optimization algorithm to solve numerical problems and demand side management in smart grids	208
Geometric deep learning and equivariant neural networks	207
Deep learning models and traditional automated techniques for brain tumor segmentation in MRI: a review	206
Feature selection for set-valued data based on D–S evidence theory	202
Model free position-force control of environmental constrained reconfigurable manipulators based on adaptive dynamic programming	198
Weakly supervised discriminate enhancement network for visual sentiment analysis	179

Multi-order texture features for palmprint recognition	169
Evaluating eXplainable artificial intelligence tools for hard disk drive predictive maintenance	166
Data mining-based firefly algorithm for green vehicle routing problem with heterogeneous fleet and refueling constraint	166
Evaluating new energy vehicles by picture fuzzy sets based on sentiment analysis from online reviews	164
A survey of energy-efficient clustering routing protocols for wireless sensor networks based on metaheuristic approaches	163
Adaptive type2-possibilistic C-means clustering and its application to microarray datasets	157
Uncertainty analysis in document publications using single-valued neutrosophic set and collaborative entropy	155
A survey on syntactic processing techniques	155
A Review of multilayer extreme learning machine neural networks	153
Battling voice spoofing: a review, comparative analysis, and generalizability evaluation of state-of-the-art voice spoofing counter measures	153
Huber loss based distributed robust learning algorithm for random vector functional-link network	149
Intelligent energy management systems: a review	144
A systematic review of deep learning based image segmentation to detect polyp	141
Trustworthy artificial intelligence in Alzheimer’s disease: state of the art, opportunities, and challenges	141
Monte Carlo Tree Search: a review of recent modifications and applications	139
Biometrics recognition using deep learning: a survey	139
University admission process: a prescriptive analytics approach	138
Machine learning for leaf disease classification: data, techniques and applications	137
Emotion quantification techniques for cognitive reappraisal: a systematic review and scientometric analysis	136
Crayfish optimization algorithm	134
Swarm intelligence algorithms for multiple unmanned aerial vehicles collaboration: a comprehensive review	132
A survey of the vision transformers and their CNN-transformer based variants	130
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 (	120
Approximate reasoning with aggregation functions satisfying GMP rules	115
From task to evaluation: an automatic text summarization review	111
On the current state of deep learning for news recommendation	107
Artificial intelligence-enabled prediction model of student academic performance in online engineering education	105
Early health prediction framework using XGBoost ensemble algorithm in intelligent environment	104
Feature subset selection for multi-scale neighborhood decision information system via mutual information	98
A systematic literature review on AutoML for multi-target learning tasks	96
A comprehensive review of image analysis methods for microorganism counting: from classical image processing to deep learning approaches	95
When AI meets store layout design: a review	93
A comprehensive review on Jaya optimization algorithm	93
A hybrid human–AI tool for scientometric analysis	93
Combining deep subspace feature representation based IKPCANet and jointly constraint multi-dictionary learning for facial expression recognition	93
A comprehensive review of Binary Neural Network	92
DeepThink IoT: The Strength of Deep Learning in Internet of Things	90
Dimensionality reduced training by pruning and freezing parts of a deep neural network: a survey	88
A chimp-inspired remora optimization algorithm for multilevel thresholding image segmentation using cross entropy	88
A proportional-integral iterative algorithm for time-variant equality-constrained quadratic programming problem with applications	87
PC-IEN: a click-through rate prediction method based on dynamic collaborative personalized interest extraction	86
On the current state of query formulation for book search	86
Feature subset selection for data and feature streams: a review	86
DptOIE: a Portuguese open information extraction based on dependency analysis	86
A survey on personality-aware recommendation systems	84
Artificial intelligence-assisted water quality index determination for healthcare	80
An advanced similarity measure for Pythagorean fuzzy sets and its applications in transportation problem	78
nmODE: neural memory ordinary differential equation	76
Spherical fuzzy TODIM method for MAGDM integrating cumulative prospect theory and CRITIC method and its application to commercial insurance selection	76
An analysis of graph convolutional networks and recent datasets for visual question answering	75

A survey, taxonomy and progress evaluation of three decades of swarm optimisation	75
Machine learning and deep learning techniques for the analysis of heart disease: a systematic literature review, open challenges and future directions	74
Additive consistency exploration of linguistic preference relations with self-confidence	73
A review of convolutional neural network architectures and their optimizations	73
Unsupervised concept drift detection for multi-label data streams	73
Medical image data augmentation: techniques, comparisons and interpretations	72
Detecting Persian speaker-independent voice commands based on LSTM and ontology in communicating with the smart home appliances	72
Literature review on Intention Mining-oriented Process Mining in information system	71
An active deep learning method for diabetic retinopathy detection in segmented fundus images using artificial bee colony algorithm	70
Recent trends in distributed production network scheduling problem	70
Interpretable decision trees through MaxSAT	70
Construction of multivalued cryptographic boolean function using recurrent neural network and its application in image encryption scheme	69
A new intuitionistic fuzzy best worst method for deriving weight vector of criteria and its application	69
Hybrid group decision-making technique under spherical fuzzy N-soft expert sets	68
An effective and efficient broad-based ensemble learning model for moderate-large scale image recognition	68
A review: development of named entity recognition (NER) technology for aeronautical information intelligence	66
A state of art review on applications of multi-objective evolutionary algorithms in chemicals production reactors	66
An IoT based smart menstrual cup using optimized adaptive CNN model for effective menstrual hygiene management	65
Cancer diagnosis using artificial intelligence: a review	65
Manifold transfer subspace learning based on double relaxed discriminative regression	65
Application of artificial intelligence technology in the field of orthopedics: a narrative review	64
Deep learning for compressive sensing: a ubiquitous systems perspective	61
Machine and deep learning for longitudinal biomedical data: a review of methods and applications	61
A survey on the use of association rules mining techniques in textual social media	61
A systematic review of the use of topic models for short text social media analysis	61
Explainable AI for clinical and remote health applications: a survey on tabular and time series data	61
Application of machine learning methods in fault detection and classification of power transmission lines: a survey	61
Advanced artificial intelligence system by intuitionistic fuzzy $$\Gamma$$-subring for automotive robotic manufacturing	60
Deep multiagent reinforcement learning: challenges and directions	60
Autonomous learning for fuzzy systems: a review	60
Arabic natural language processing for Qur’anic research: a systematic review	60
Multi-source deep transfer learning algorithm based on feature alignment	59
Deep learning on multi-view sequential data: a survey	58
Fotomics: fourier transform-based omics imagification for deep learning-based cell-identity mapping using single-cell omics profiles	57
Classification of spinal curvature types using radiography images: deep learning versus classical methods	56
Heterogeneous graph neural networks analysis: a survey of techniques, evaluations and applications	55
Time series forecasting using fuzzy cognitive maps: a survey	55
Privacy-preserving data (stream) mining techniques and their impact on data mining accuracy: a systematic literature review	55
A hybrid approach combining AHP with TODIM for blockchain technology provider selection under the Pythagorean fuzzy scenario	54
A systematic review for class-imbalance in semi-supervised learning	54
An external archive guided Harris Hawks optimization using strengthened dominance relation for multi-objective optimization problems	53
Incorporating Q-learning and gradient search scheme into JAYA algorithm for global optimization	53
Artificial glial cells in artificial neuronal networks: a systematic review	52
Quantum-inspired metaheuristic algorithms: comprehensive survey and classification	52
Transition of traditional method to deep learning based computer-aided system for breast cancer using Automated Breast Ultrasound System (ABUS) images: a review	52
Time expression recognition and normalization: a survey	51
Some new product operations of T-spherical fuzzy graphs and an application of T-spherical fuzzy graphs in MCGDM	51
Optimal energy management in EVCS and distribution system considering QoS using hybrid technique	51
Deep neural network pruning method based on sensitive layers and reinforcement learning	51
A comparative study of multi-objective optimization algorithms for sparse signal reconstruction	51
Gradient leakage attacks in federated learning	50
Neural attention for image captioning: review of outstanding methods	50
Internet of Low-Altitude UAVs (IoLoUA): a methodical modeling on integration of Internet of “Things” with “UAV” possibilities and tests	50
Time-series dynamic three-way group decision-making model and its application in TCM efficacy evaluation	49
Natural language processing for Nepali text: a review	49
Recent advances in decision trees: an updated survey	48
Smart farming prediction models for precision agriculture: a comprehensive survey	48
Recent advances of deep learning algorithms for aquacultural machine vision systems with emphasis on fish	48
A survey on multi-objective hyperparameter optimization algorithms for machine learning	48
A comprehensive survey on image captioning: from handcrafted to deep learning-based techniques, a taxonomy and open research issues	48
Development and use of a convolutional neural network for hierarchical appearance-based localization	47
A survey on narrative extraction from textual data	47
Logic programming for deliberative robotic task planning	47
Multiple criteria decision analytic methods in management with T-spherical fuzzy information	47
Soft computing techniques for biomedical data analysis: open issues and challenges	47
Image embedding for denoising generative models	46
Deep learning based single sample face recognition: a survey	45
A comprehensive survey on the sine–cosine optimization algorithm	44
An adaptive spatio-temporal neural network for PM2.5 concentration forecasting	44
Hierarchical few-shot learning based on coarse- and fine-grained relation network	44
Diabetes subtypes classification for personalized health care: A review	44