Artificial Intelligence Review

Article	Citations
Cognitive motivations and foundations for building intelligent decision-making systems	1046
Risk assessment of coronary heart disease based on cloud-random forest	818
Community detection model for dynamic networks based on hidden Markov model and evolutionary algorithm	655
New staircase sinusoidal voltage synthesizer and optimal interval type-2 fuzzy controller for dynamic voltage restorer to compensate voltage disturbances	568
A novel prospect-theory-based three-way decision methodology in multi-scale information systems	471
Survey on aspect detection for aspect-based sentiment analysis	424
General optimization procedure of the Hedge-algebras controller for controlling dynamic systems	417
Brain works principle followed by neural information processing: a review of novel brain theory	402
Self-dependence multi-label learning with double k for missing labels	398
Machine reading comprehension combined with semantic dependency for Chinese zero pronoun resolution	369
Image denoising in the deep learning era	350
Attention, please! A survey of neural attention models in deep learning	299
A comprehensive review of the video-to-text problem	298
Evaluating eXplainable artificial intelligence tools for hard disk drive predictive maintenance	281
A survey on computational metaphor processing techniques: from identification, interpretation, generation to application	271
Geometric deep learning and equivariant neural networks	263
Advanced value iteration for discrete-time intelligent critic control: A survey	251
Multi-order texture features for palmprint recognition	249
Weakly supervised discriminate enhancement network for visual sentiment analysis	248
Model free position-force control of environmental constrained reconfigurable manipulators based on adaptive dynamic programming	231
Novel variants of grasshopper optimization algorithm to solve numerical problems and demand side management in smart grids	228
Feature selection for set-valued data based on D–S evidence theory	219
Data mining-based firefly algorithm for green vehicle routing problem with heterogeneous fleet and refueling constraint	212
Artificial intelligence for suicide assessment using Audiovisual Cues: a review	210
A survey of energy-efficient clustering routing protocols for wireless sensor networks based on metaheuristic approaches	209

Evaluating new energy vehicles by picture fuzzy sets based on sentiment analysis from online reviews	200
Deep learning models and traditional automated techniques for brain tumor segmentation in MRI: a review	197
Adaptive type2-possibilistic C-means clustering and its application to microarray datasets	195
Emotion quantification techniques for cognitive reappraisal: a systematic review and scientometric analysis	192
Huber loss based distributed robust learning algorithm for random vector functional-link network	182
Trustworthy artificial intelligence in Alzheimer’s disease: state of the art, opportunities, and challenges	181
A systematic review of deep learning based image segmentation to detect polyp	178
University admission process: a prescriptive analytics approach	172
Intelligent energy management systems: a review	169
A survey on syntactic processing techniques	165
Battling voice spoofing: a review, comparative analysis, and generalizability evaluation of state-of-the-art voice spoofing counter measures	163
Uncertainty analysis in document publications using single-valued neutrosophic set and collaborative entropy	163
Monte Carlo Tree Search: a review of recent modifications and applications	160
A Review of multilayer extreme learning machine neural networks	157
Swarm intelligence algorithms for multiple unmanned aerial vehicles collaboration: a comprehensive review	152
A survey of the vision transformers and their CNN-transformer based variants	150
Biometrics recognition using deep learning: a survey	148
Crayfish optimization algorithm	146
Machine learning for leaf disease classification: data, techniques and applications	143
DeepThink IoT: The Strength of Deep Learning in Internet of Things	132
From task to evaluation: an automatic text summarization review	132
A systematic literature review on AutoML for multi-target learning tasks	130
Combining deep subspace feature representation based IKPCANet and jointly constraint multi-dictionary learning for facial expression recognition	128
Approximate reasoning with aggregation functions satisfying GMP rules	126
Feature subset selection for multi-scale neighborhood decision information system via mutual information	123
Early health prediction framework using XGBoost ensemble algorithm in intelligent environment	116
A hybrid human–AI tool for scientometric analysis	116
Dimensionality reduced training by pruning and freezing parts of a deep neural network: a survey	115
When AI meets store layout design: a review	112
On the current state of deep learning for news recommendation	111
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 (	111
A comprehensive review of Binary Neural Network	111
A chimp-inspired remora optimization algorithm for multilevel thresholding image segmentation using cross entropy	109
A comprehensive review on Jaya optimization algorithm	106
Artificial intelligence-enabled prediction model of student academic performance in online engineering education	104
A proportional-integral iterative algorithm for time-variant equality-constrained quadratic programming problem with applications	103
PC-IEN: a click-through rate prediction method based on dynamic collaborative personalized interest extraction	103
DptOIE: a Portuguese open information extraction based on dependency analysis	100
An advanced similarity measure for Pythagorean fuzzy sets and its applications in transportation problem	99
Artificial intelligence-assisted water quality index determination for healthcare	99
On the current state of query formulation for book search	95
Machine learning and deep learning techniques for the analysis of heart disease: a systematic literature review, open challenges and future directions	95
An analysis of graph convolutional networks and recent datasets for visual question answering	91
Unsupervised concept drift detection for multi-label data streams	90
Feature subset selection for data and feature streams: a review	88
nmODE: neural memory ordinary differential equation	86
Additive consistency exploration of linguistic preference relations with self-confidence	86
A review of convolutional neural network architectures and their optimizations	85
Spherical fuzzy TODIM method for MAGDM integrating cumulative prospect theory and CRITIC method and its application to commercial insurance selection	85
Medical image data augmentation: techniques, comparisons and interpretations	83

Detecting Persian speaker-independent voice commands based on LSTM and ontology in communicating with the smart home appliances	83
An IoT based smart menstrual cup using optimized adaptive CNN model for effective menstrual hygiene management	82
Literature review on Intention Mining-oriented Process Mining in information system	82
A new intuitionistic fuzzy best worst method for deriving weight vector of criteria and its application	81
An effective and efficient broad-based ensemble learning model for moderate-large scale image recognition	80
Interpretable decision trees through MaxSAT	79
Application of artificial intelligence technology in the field of orthopedics: a narrative review	79
Construction of multivalued cryptographic boolean function using recurrent neural network and its application in image encryption scheme	78
Manifold transfer subspace learning based on double relaxed discriminative regression	78
Arabic natural language processing for Qur’anic research: a systematic review	77
Deep multiagent reinforcement learning: challenges and directions	76
Autonomous learning for fuzzy systems: a review	75
Deep learning for compressive sensing: a ubiquitous systems perspective	74
A state of art review on applications of multi-objective evolutionary algorithms in chemicals production reactors	74
Machine and deep learning for longitudinal biomedical data: a review of methods and applications	72
An active deep learning method for diabetic retinopathy detection in segmented fundus images using artificial bee colony algorithm	71
Application of machine learning methods in fault detection and classification of power transmission lines: a survey	71
A survey on the use of association rules mining techniques in textual social media	71
A review: development of named entity recognition (NER) technology for aeronautical information intelligence	70
A systematic review of the use of topic models for short text social media analysis	70
Explainable AI for clinical and remote health applications: a survey on tabular and time series data	69
A systematic review for class-imbalance in semi-supervised learning	69
Advanced artificial intelligence system by intuitionistic fuzzy $$\Gamma$$-subring for automotive robotic manufacturing	68
Multi-source deep transfer learning algorithm based on feature alignment	68
An external archive guided Harris Hawks optimization using strengthened dominance relation for multi-objective optimization problems	68
Incorporating Q-learning and gradient search scheme into JAYA algorithm for global optimization	66
Deep learning on multi-view sequential data: a survey	66
Classification of spinal curvature types using radiography images: deep learning versus classical methods	65
Quantum-inspired metaheuristic algorithms: comprehensive survey and classification	65
A hybrid approach combining AHP with TODIM for blockchain technology provider selection under the Pythagorean fuzzy scenario	65
Heterogeneous graph neural networks analysis: a survey of techniques, evaluations and applications	64
Time series forecasting using fuzzy cognitive maps: a survey	63
Fotomics: fourier transform-based omics imagification for deep learning-based cell-identity mapping using single-cell omics profiles	63
Privacy-preserving data (stream) mining techniques and their impact on data mining accuracy: a systematic literature review	62
Time expression recognition and normalization: a survey	61
Internet of Low-Altitude UAVs (IoLoUA): a methodical modeling on integration of Internet of “Things” with “UAV” possibilities and tests	61
Some new product operations of T-spherical fuzzy graphs and an application of T-spherical fuzzy graphs in MCGDM	61
Deep neural network pruning method based on sensitive layers and reinforcement learning	61
Transition of traditional method to deep learning based computer-aided system for breast cancer using Automated Breast Ultrasound System (ABUS) images: a review	60
Artificial glial cells in artificial neuronal networks: a systematic review	60
Smart farming prediction models for precision agriculture: a comprehensive survey	59
A survey on narrative extraction from textual data	59
Gradient leakage attacks in federated learning	59
Optimal energy management in EVCS and distribution system considering QoS using hybrid technique	59
Time-series dynamic three-way group decision-making model and its application in TCM efficacy evaluation	58
A comprehensive survey on image captioning: from handcrafted to deep learning-based techniques, a taxonomy and open research issues	58
A survey on multi-objective hyperparameter optimization algorithms for machine learning	57
Recent advances in decision trees: an updated survey	57
Image embedding for denoising generative models	56
Multiple criteria decision analytic methods in management with T-spherical fuzzy information	56
Knowledge discovery and variable scale evaluation for long series data	55
A picture fuzzy evaluation framework based on a novel approach incorporating bidirectional projection measures and the VIKOR method	54
Hybrid chimp optimization algorithm for degree reduction of ball Said–Ball curves	54
Hierarchical few-shot learning based on coarse- and fine-grained relation network	54
An adaptive spatio-temporal neural network for PM2.5 concentration forecasting	54
A complete framework for accurate recognition and prognosis of COVID-19 patients based on deep transfer learning and feature classification approach	54
A multi-factor two-stage deep integration model for stock price prediction based on intelligent optimization and feature clustering	53
Diabetes subtypes classification for personalized health care: A review	51
A review of the literature on fuzzy-logic approaches for collision-free path planning of manipulator robots	51
Logic programming for deliberative robotic task planning	50
Deep learning based single sample face recognition: a survey	50
An innovative time-varying particle swarm-based Salp algorithm for intrusion detection system and large-scale global optimization problems	50
Soft computing techniques for biomedical data analysis: open issues and challenges	50
A review of platforms for simulating embodied agents in 3D virtual environments	50
A comprehensive survey on the sine–cosine optimization algorithm	49
Data clustering: application and trends	49
Comprehensive survey on hierarchical clustering algorithms and the recent developments	48
State-of-the-art review of machine learning and optimization algorithms applications in environmental effects of blasting	48
Concept of hidden classes in pattern classification	47
Computational methods for studying relationship between nutritional status and respiratory viral diseases: a systematic review	47
A trilevel analysis of uncertainty measuresin partition-based granular computing	47
Explainable recommendations with nonnegative matrix factorization	46
Bimatrix games under dense fuzzy environment and its application to natural disaster management	45
Advantage matrix: two novel multi-attribute decision-making methods and their applications	45
Mathematical modeling and simulation of multi-focus image fusion techniques using the effect of image enhancement criteria: a systematic review and performance evaluation	44
A multi-population evolutionary algorithm for multi-objective constrained portfolio optimization problem	44
Human activity recognition in artificial intelligence framework: a narrative review	44
ESOA-HGRU: egret swarm optimization algorithm-based hybrid gated recurrent unit for classification of diabetic retinopathy	43
Safety-critical computer vision: an empirical survey of adversarial evasion attacks and defenses on computer vision systems	43
The q-rung fuzzy LOPCOW-VIKOR model to assess the role of unmanned aerial vehicles for precision agriculture realization in the Agri-Food 4.0 era	43

Bartletts principal regressive and arbitrary African buffalo optimizatized three-dimensional protein structure prediction	42
Low-carbon cities comprehensive evaluation method based on Fermatean fuzzy hybrid distance measure and TOPSIS	42
Conflict detection and elimination integrating agent’s influence and conflict coefficient with incomplete trust relationship	42
Chaotic electromagnetic field optimization	41
Uncertainty measurement of partially labeled categorical data with application to semi-supervised attribute reduction	41
Setback in ranking fuzzy numbers: a study in fuzzy risk analysis in diabetes prediction	40
Matrix-based fast granularity reduction algorithm of multi-granulation rough set	40
An introduction to grey causal modelling (GCM): applications to manufacturing, supply chains, resilience, and sustainability	40
H1DBi-R Net: Hybrid 1D Bidirectional RNN for Efficient Diabetic Retinopathy Detection and Classification	40
Survey on video anomaly detection in dynamic scenes with moving cameras	40
Intelligent techniques in e-learning: a literature review	39
Using artificial intelligence technology to fight COVID-19: a review	39
Developments in the detection of diabetic retinopathy: a state-of-the-art review of computer-aided diagnosis and machine learning methods	39
A review of artificial intelligence methods for engineering prognostics and health management with implementation guidelines	39
A survey of Bayesian Network structure learning	38
Survey on sentiment analysis: evolution of research methods and topics	38
Evaluating conversational recommender systems	38
Review on chest pathogies detection systems using deep learning techniques	37
Population reduction with individual similarity for differential evolution	37
Secure trust aware multi-objective routing protocol based on battle competitive swarm optimization in IoT	37
SCL-SKG: software knowledge extraction with span-level contrastive learning	36
LT-SMF: long term stock market price trend prediction using optimal hybrid machine learning technique	36
Knowledge representation and reasoning using fuzzy Petri nets: a literature review and bibliometric analysis	36
Nuclei and glands instance segmentation in histology images: a narrative review	36
Multi-knowledge resources-based semantic similarity models with application for movie recommender system	36
A new hyper-heuristic based on ant lion optimizer and Tabu search algorithm for replica management in cloud environment	35
Multi-strategy adaptive cuckoo search algorithm for numerical optimization	35
From multi-view data features to clusters: a unified approach	35
A review of spam email detection: analysis of spammer strategies and the dataset shift problem	34
When CCN meets MCGDM: optimal cache replacement policy achieved by PRSRV with Pythagorean fuzzy set pair analysis	34
Detection of cross-site scripting (XSS) attacks using machine learning techniques: a review	34
Three-way decision model under a large-scale group decision-making environment with detecting and managing non-cooperative behaviors in consensus reaching process	34
Non-rigid point set registration: recent trends and challenges	34
Gift: granularity over specific-class for feature selection	34
Medical instrument detection in ultrasound: a review	34
Weakly-supervised learning method for the recognition of potato leaf diseases	33
Recent advances in deep learning based dialogue systems: a systematic survey	33
Quantum case-based reasoning (qCBR)	33
Incremental learning with neural networks for computer vision: a survey	33
Implementation of single-valued neutrosophic soft hypergraphs on human nervous system	33
Convolutional network fabric pruning with label noise	33
A state-of-the-art survey of object detection techniques in microorganism image analysis: from classical methods to deep learning approaches	33
Short text topic modelling approaches in the context of big data: taxonomy, survey, and analysis	33
A three-way decision method with tolerance dominance relations in decision information systems	32
MISO hierarchical inference engine satisfying the law of importation with aggregation functions	32
3D point cloud descriptors: state-of-the-art	32
An SOA-RBFNN approach for the system modelling of optimal energy management in grid-connected smart grid system	32
ADABA: improving the balancing between runtime and accuracy in a new distributed version of the alpha–beta algorithm	32
Implementing bargaining game-based fuzzy cognitive map and mixed-motive games for group decisions in the healthcare supplier selection	32
Multiple attributes group decision-making based on trigonometric operators, particle swarm optimization and complex intuitionistic fuzzy values	32
A Survey on ensemble learning under the era of deep learning	31
Automatic recognition of woven fabric structural parameters: a review	31
Recent advances in the application of deep learning for fault diagnosis of rotating machinery using vibration signals	31
Multicriteria group decision making via generalized trapezoidal intuitionistic fuzzy number-based novel similarity measure and its application to diverse COVID-19 scenarios	31
Towards hybrid over- and under-sampling combination methods for class imbalanced datasets: an experimental study	31
A survey of inverse reinforcement learning	31
Cross-domain decision making based on TrAdaBoost for diagnosis of breast lesions	31
A comprehensive survey on NSGA-II for multi-objective optimization and applications	31
Radiomics and artificial intelligence in breast imaging: a survey	31
A survey on artificial intelligence techniques for security event correlation: models, challenges, and opportunities	31
Granular reduction in formal fuzzy contexts: graph representation, graph approach and its algorithm	31
Physical laws meet machine intelligence: current developments and future directions	30
A systematic review of applications of natural language processing and future challenges with special emphasis in text-based emotion detection	30
Improved grey wolf optimizer based on opposition and quasi learning approaches for optimization: case study autonomous vehicle including vision system	30
Image data hiding schemes based on metaheuristic optimization: a review	30
Preparation process and performance of polyurethane modified bitumen investigated using machine learning algorithm	30
A survey of long short term memory and its associated models in sustainable wind energy predictive analytics	29
Aspect-based sentiment analysis: an overview in the use of Arabic language	29
Predicting the compressive strength of eco-friendly and normal concretes using hybridized fuzzy inference system and particle swarm optimization algorithm	29
Unbalanced double hierarchy linguistic group decision-making method based on SWARA and S-ARAS for multiple attribute group decision-making problems	29
An improved TOPSIS method for multi-criteria decision making based on hesitant fuzzy β neighborhood	29
Projection based regret theory on three-way decision model in probabilistic interval-valued q-rung orthopair hesitant fuzzy set and its application to medicine company	29
Disentangling causality: assumptions in causal discovery and inference	28
SAR-BSO meta-heuristic hybridization for feature selection and classification using DBNover stream data	28
Evolved distance measures for circular intuitionistic fuzzy sets and their exploitation in the technique for order preference by similarity to ideal solutions	28
The intelligent critic framework for advanced optimal control	28
Deep learning for video object segmentation: a review	27
Reliability intelligence analysis of concrete arch bridge based on Kriging model and PSOSA hybrid algorithm	27
RG-NBEO: a ReliefF guided novel binary equilibrium optimizer with opposition-based S-shaped and V-shaped transfer functions for feature selection	27
Artificial intelligence for template-free protein structure prediction: a comprehensive review	27
Exploring the knowledge diffusion and research front of OWA operator: a main path analysis	27
A systematic review of federated learning from clients’ perspective: challenges and solutions	26
Hardware implementation of SLAM algorithms: a survey on implementation approaches and platforms	26
EnvGAN: a GAN-based augmentation to improve environmental sound classification	25
Efficient data interpretation and artificial intelligence enabled IoT based smart sensing system	25
Forty years of color quantization: a modern, algorithmic survey	25
A survey on sentiment analysis methods, applications, and challenges	25
The goat search algorithms	25
A systematic review of deep learning-based cervical cytology screening: from cell identification to whole slide image analysis	25
A review of algorithms to computing irreducible testors applied to feature selection	25
Solutions to the routing problem: towards trustworthy autonomous vehicles	25
Automatic targetless LiDAR–camera calibration: a survey	24
Review and analysis of synthetic dataset generation methods and techniques for application in computer vision	24
Failure mode and effect analysis approach considering risk attitude of dynamic reference point cumulative prospect theory in uncertainty contexts	24
An efficient approach to attribute reductions of quantitative dominance-based neighborhood rough sets based on graded information granules	24