OOIR: Observatory of International Research

Papers

(The TQCC of Artificial Intelligence Review is 43. 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 2021-08-01 to 2025-08-01.)

Article	Citations
Self-dependence multi-label learning with double k for missing labels	800
An optimized system of GMDH-ANFIS predictive model by ICA for estimating pile bearing capacity	594
Machine reading comprehension combined with semantic dependency for Chinese zero pronoun resolution	485
Neurological abnormality detection from electroencephalography data: a review	446
Community detection model for dynamic networks based on hidden Markov model and evolutionary algorithm	442
A comprehensive review of the video-to-text problem	424
New staircase sinusoidal voltage synthesizer and optimal interval type-2 fuzzy controller for dynamic voltage restorer to compensate voltage disturbances	347
Brain works principle followed by neural information processing: a review of novel brain theory	305
General optimization procedure of the Hedge-algebras controller for controlling dynamic systems	298
Survey on aspect detection for aspect-based sentiment analysis	283
Risk assessment of coronary heart disease based on cloud-random forest	282
Attention, please! A survey of neural attention models in deep learning	259
Cognitive motivations and foundations for building intelligent decision-making systems	256
Image denoising in the deep learning era	251
A novel prospect-theory-based three-way decision methodology in multi-scale information systems	249
Artificial intelligence for suicide assessment using Audiovisual Cues: a review	235
Feature selection for set-valued data based on D–S evidence theory	214
Model free position-force control of environmental constrained reconfigurable manipulators based on adaptive dynamic programming	204
Novel variants of grasshopper optimization algorithm to solve numerical problems and demand side management in smart grids	201
Data mining-based firefly algorithm for green vehicle routing problem with heterogeneous fleet and refueling constraint	200
Making accurate object detection at the edge: review and new approach	198
Advanced value iteration for discrete-time intelligent critic control: A survey	194
Deep learning models and traditional automated techniques for brain tumor segmentation in MRI: a review	191
A survey on computational metaphor processing techniques: from identification, interpretation, generation to application	190
Geometric deep learning and equivariant neural networks	188

Weakly supervised discriminate enhancement network for visual sentiment analysis	161
Multi-order texture features for palmprint recognition	160
Evaluating new energy vehicles by picture fuzzy sets based on sentiment analysis from online reviews	158
Evaluating eXplainable artificial intelligence tools for hard disk drive predictive maintenance	156
A survey of energy-efficient clustering routing protocols for wireless sensor networks based on metaheuristic approaches	155
Emotion quantification techniques for cognitive reappraisal: a systematic review and scientometric analysis	149
A systematic review of deep learning based image segmentation to detect polyp	148
Huber loss based distributed robust learning algorithm for random vector functional-link network	146
University admission process: a prescriptive analytics approach	146
A survey on syntactic processing techniques	145
Battling voice spoofing: a review, comparative analysis, and generalizability evaluation of state-of-the-art voice spoofing counter measures	142
Machine learning for leaf disease classification: data, techniques and applications	138
A Review of multilayer extreme learning machine neural networks	136
Adaptive type2-possibilistic C-means clustering and its application to microarray datasets	135
Biometrics recognition using deep learning: a survey	135
Uncertainty analysis in document publications using single-valued neutrosophic set and collaborative entropy	135
Crayfish optimization algorithm	135
Monte Carlo Tree Search: a review of recent modifications and applications	132
Swarm intelligence algorithms for multiple unmanned aerial vehicles collaboration: a comprehensive review	130
Trustworthy artificial intelligence in Alzheimer’s disease: state of the art, opportunities, and challenges	129
Intelligent energy management systems: a review	127
A survey of the vision transformers and their CNN-transformer based variants	124
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 (	123
Approximate reasoning with aggregation functions satisfying GMP rules	118
When AI meets store layout design: a review	114
From task to evaluation: an automatic text summarization review	111
On the current state of deep learning for news recommendation	105
A hybrid human–AI tool for scientometric analysis	103
A proportional-integral iterative algorithm for time-variant equality-constrained quadratic programming problem with applications	99
Combining deep subspace feature representation based IKPCANet and jointly constraint multi-dictionary learning for facial expression recognition	92
Early health prediction framework using XGBoost ensemble algorithm in intelligent environment	92
DeepThink IoT: The Strength of Deep Learning in Internet of Things	90
A systematic literature review on AutoML for multi-target learning tasks	90
A comprehensive review on Jaya optimization algorithm	88
A comprehensive review of Binary Neural Network	87
A comprehensive review of image analysis methods for microorganism counting: from classical image processing to deep learning approaches	86
Dimensionality reduced training by pruning and freezing parts of a deep neural network: a survey	86
A chimp-inspired remora optimization algorithm for multilevel thresholding image segmentation using cross entropy	86
Feature subset selection for multi-scale neighborhood decision information system via mutual information	86
Artificial intelligence-enabled prediction model of student academic performance in online engineering education	86
Spherical fuzzy TODIM method for MAGDM integrating cumulative prospect theory and CRITIC method and its application to commercial insurance selection	84
A review of convolutional neural network architectures and their optimizations	83
Artificial intelligence-assisted water quality index determination for healthcare	83
Unsupervised concept drift detection for multi-label data streams	82
Feature subset selection for data and feature streams: a review	81
An advanced similarity measure for Pythagorean fuzzy sets and its applications in transportation problem	79
PC-IEN: a click-through rate prediction method based on dynamic collaborative personalized interest extraction	78
DptOIE: a Portuguese open information extraction based on dependency analysis	76
On the current state of query formulation for book search	74
A survey, taxonomy and progress evaluation of three decades of swarm optimisation	73

Machine learning and deep learning techniques for the analysis of heart disease: a systematic literature review, open challenges and future directions	73
An analysis of graph convolutional networks and recent datasets for visual question answering	72
nmODE: neural memory ordinary differential equation	71
Additive consistency exploration of linguistic preference relations with self-confidence	71
A survey on personality-aware recommendation systems	71
Medical image data augmentation: techniques, comparisons and interpretations	70
Detecting Persian speaker-independent voice commands based on LSTM and ontology in communicating with the smart home appliances	70
Interpretable decision trees through MaxSAT	70
Literature review on Intention Mining-oriented Process Mining in information system	69
Hybrid group decision-making technique under spherical fuzzy N-soft expert sets	68
Construction of multivalued cryptographic boolean function using recurrent neural network and its application in image encryption scheme	68
An IoT based smart menstrual cup using optimized adaptive CNN model for effective menstrual hygiene management	68
Recent trends in distributed production network scheduling problem	67
A new intuitionistic fuzzy best worst method for deriving weight vector of criteria and its application	67
An effective and efficient broad-based ensemble learning model for moderate-large scale image recognition	67
Machine and deep learning for longitudinal biomedical data: a review of methods and applications	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	65
Arabic natural language processing for Qur’anic research: a systematic review	64
Differential evolution and particle swarm optimization against COVID-19	64
A state of art review on applications of multi-objective evolutionary algorithms in chemicals production reactors	64
A survey on the use of association rules mining techniques in textual social media	64
Deep multiagent reinforcement learning: challenges and directions	60
Deep learning for compressive sensing: a ubiquitous systems perspective	59
A review: development of named entity recognition (NER) technology for aeronautical information intelligence	58
Cancer diagnosis using artificial intelligence: a review	58
An active deep learning method for diabetic retinopathy detection in segmented fundus images using artificial bee colony algorithm	58
Explainable AI for clinical and remote health applications: a survey on tabular and time series data	57
A systematic review of the use of topic models for short text social media analysis	57
Advanced artificial intelligence system by intuitionistic fuzzy $$\Gamma$$-subring for automotive robotic manufacturing	56
Deep learning on multi-view sequential data: a survey	56
Multi-source deep transfer learning algorithm based on feature alignment	56
Privacy-preserving data (stream) mining techniques and their impact on data mining accuracy: a systematic literature review	56
Application of machine learning methods in fault detection and classification of power transmission lines: a survey	56
Autonomous learning for fuzzy systems: a review	56
Fotomics: fourier transform-based omics imagification for deep learning-based cell-identity mapping using single-cell omics profiles	56
A systematic review for class-imbalance in semi-supervised learning	54
An approach to MCGDM based on multi-granulation Pythagorean fuzzy rough set over two universes and its application to medical decision problem	53
A hybrid approach combining AHP with TODIM for blockchain technology provider selection under the Pythagorean fuzzy scenario	53
Time series forecasting using fuzzy cognitive maps: a survey	52
Classification of spinal curvature types using radiography images: deep learning versus classical methods	52
Incorporating Q-learning and gradient search scheme into JAYA algorithm for global optimization	52
Heterogeneous graph neural networks analysis: a survey of techniques, evaluations and applications	52
An external archive guided Harris Hawks optimization using strengthened dominance relation for multi-objective optimization problems	51
Artificial glial cells in artificial neuronal networks: a systematic review	51
Quantum-inspired metaheuristic algorithms: comprehensive survey and classification	51
Deep neural network pruning method based on sensitive layers and reinforcement learning	50
Neural attention for image captioning: review of outstanding methods	50
Time expression recognition and normalization: a survey	50
A comparative study of multi-objective optimization algorithms for sparse signal reconstruction	50
A comprehensive survey on image captioning: from handcrafted to deep learning-based techniques, a taxonomy and open research issues	50
Gradient leakage attacks in federated learning	48
Smart farming prediction models for precision agriculture: a comprehensive survey	48
Optimal energy management in EVCS and distribution system considering QoS using hybrid technique	47
Some new product operations of T-spherical fuzzy graphs and an application of T-spherical fuzzy graphs in MCGDM	47
Recent advances of deep learning algorithms for aquacultural machine vision systems with emphasis on fish	47
Internet of Low-Altitude UAVs (IoLoUA): a methodical modeling on integration of Internet of “Things” with “UAV” possibilities and tests	47
A survey on narrative extraction from textual data	47
Transition of traditional method to deep learning based computer-aided system for breast cancer using Automated Breast Ultrasound System (ABUS) images: a review	47
Natural language processing for Nepali text: a review	46
Time-series dynamic three-way group decision-making model and its application in TCM efficacy evaluation	46
A survey on multi-objective hyperparameter optimization algorithms for machine learning	46
Knowledge discovery and variable scale evaluation for long series data	45
Recent advances in decision trees: an updated survey	45
Development and use of a convolutional neural network for hierarchical appearance-based localization	44
Soft computing techniques for biomedical data analysis: open issues and challenges	44
Image embedding for denoising generative models	44
A picture fuzzy evaluation framework based on a novel approach incorporating bidirectional projection measures and the VIKOR method	44
Multiple criteria decision analytic methods in management with T-spherical fuzzy information	44
Logic programming for deliberative robotic task planning	43
A multi-factor two-stage deep integration model for stock price prediction based on intelligent optimization and feature clustering	43
Hybrid chimp optimization algorithm for degree reduction of ball Said–Ball curves	43