Artificial Intelligence Review

Article	Citations
New staircase sinusoidal voltage synthesizer and optimal interval type-2 fuzzy controller for dynamic voltage restorer to compensate voltage disturbances	953
Community detection model for dynamic networks based on hidden Markov model and evolutionary algorithm	725
Risk assessment of coronary heart disease based on cloud-random forest	572
Image denoising in the deep learning era	513
Cognitive motivations and foundations for building intelligent decision-making systems	504
Machine reading comprehension combined with semantic dependency for Chinese zero pronoun resolution	431
General optimization procedure of the Hedge-algebras controller for controlling dynamic systems	373
Brain works principle followed by neural information processing: a review of novel brain theory	372
Self-dependence multi-label learning with double k for missing labels	367
Survey on aspect detection for aspect-based sentiment analysis	331
A novel prospect-theory-based three-way decision methodology in multi-scale information systems	318
A comprehensive review of the video-to-text problem	307
Attention, please! A survey of neural attention models in deep learning	295
Data mining-based firefly algorithm for green vehicle routing problem with heterogeneous fleet and refueling constraint	286
Evaluating eXplainable artificial intelligence tools for hard disk drive predictive maintenance	264
Model free position-force control of environmental constrained reconfigurable manipulators based on adaptive dynamic programming	248
Advanced value iteration for discrete-time intelligent critic control: A survey	237
Novel variants of grasshopper optimization algorithm to solve numerical problems and demand side management in smart grids	235
Weakly supervised discriminate enhancement network for visual sentiment analysis	231
Multi-order texture features for palmprint recognition	226
Evaluating new energy vehicles by picture fuzzy sets based on sentiment analysis from online reviews	218
Feature selection for set-valued data based on D–S evidence theory	210
A survey on computational metaphor processing techniques: from identification, interpretation, generation to application	210
A survey of energy-efficient clustering routing protocols for wireless sensor networks based on metaheuristic approaches	201
Artificial intelligence for suicide assessment using Audiovisual Cues: a review	187

Geometric deep learning and equivariant neural networks	187
Deep learning models and traditional automated techniques for brain tumor segmentation in MRI: a review	187
Adaptive type2-possibilistic C-means clustering and its application to microarray datasets	179
A Review of multilayer extreme learning machine neural networks	175
Battling voice spoofing: a review, comparative analysis, and generalizability evaluation of state-of-the-art voice spoofing counter measures	173
Trustworthy artificial intelligence in Alzheimer’s disease: state of the art, opportunities, and challenges	172
Uncertainty analysis in document publications using single-valued neutrosophic set and collaborative entropy	169
University admission process: a prescriptive analytics approach	167
Emotion quantification techniques for cognitive reappraisal: a systematic review and scientometric analysis	165
Huber loss based distributed robust learning algorithm for random vector functional-link network	164
Machine learning for leaf disease classification: data, techniques and applications	155
Intelligent energy management systems: a review	152
A systematic review of deep learning based image segmentation to detect polyp	151
Monte Carlo Tree Search: a review of recent modifications and applications	150
A survey on syntactic processing techniques	150
Swarm intelligence algorithms for multiple unmanned aerial vehicles collaboration: a comprehensive review	148
A survey of the vision transformers and their CNN-transformer based variants	146
Crayfish optimization algorithm	142
Biometrics recognition using deep learning: a survey	141
A proportional-integral iterative algorithm for time-variant equality-constrained quadratic programming problem with applications	133
From task to evaluation: an automatic text summarization review	124
On the current state of deep learning for news recommendation	123
A hybrid human–AI tool for scientometric analysis	122
A comprehensive review of Binary Neural Network	120
Combining deep subspace feature representation based IKPCANet and jointly constraint multi-dictionary learning for facial expression recognition	117
Approximate reasoning with aggregation functions satisfying GMP rules	111
A chimp-inspired remora optimization algorithm for multilevel thresholding image segmentation using cross entropy	108
When AI meets store layout design: a review	106
Early health prediction framework using XGBoost ensemble algorithm in intelligent environment	104
Artificial intelligence-enabled prediction model of student academic performance in online engineering education	103
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 (	101
A comprehensive review on Jaya optimization algorithm	99
A systematic literature review on AutoML for multi-target learning tasks	99
Dimensionality reduced training by pruning and freezing parts of a deep neural network: a survey	98
Feature subset selection for multi-scale neighborhood decision information system via mutual information	98
DeepThink IoT: The Strength of Deep Learning in Internet of Things	97
PC-IEN: a click-through rate prediction method based on dynamic collaborative personalized interest extraction	96
Artificial intelligence-assisted water quality index determination for healthcare	94
On the current state of query formulation for book search	94
A survey, taxonomy and progress evaluation of three decades of swarm optimisation	93
Spherical fuzzy TODIM method for MAGDM integrating cumulative prospect theory and CRITIC method and its application to commercial insurance selection	92
Unsupervised concept drift detection for multi-label data streams	91
Additive consistency exploration of linguistic preference relations with self-confidence	89
An advanced similarity measure for Pythagorean fuzzy sets and its applications in transportation problem	84
Feature subset selection for data and feature streams: a review	83
Machine learning and deep learning techniques for the analysis of heart disease: a systematic literature review, open challenges and future directions	83
nmODE: neural memory ordinary differential equation	82
DptOIE: a Portuguese open information extraction based on dependency analysis	80
Medical image data augmentation: techniques, comparisons and interpretations	79
A review of convolutional neural network architectures and their optimizations	79

An analysis of graph convolutional networks and recent datasets for visual question answering	79
Detecting Persian speaker-independent voice commands based on LSTM and ontology in communicating with the smart home appliances	78
Literature review on Intention Mining-oriented Process Mining in information system	78
An IoT based smart menstrual cup using optimized adaptive CNN model for effective menstrual hygiene management	77
Arabic natural language processing for Qur’anic research: a systematic review	76
A new intuitionistic fuzzy best worst method for deriving weight vector of criteria and its application	76
An effective and efficient broad-based ensemble learning model for moderate-large scale image recognition	75
Manifold transfer subspace learning based on double relaxed discriminative regression	74
A survey on the use of association rules mining techniques in textual social media	74
Interpretable decision trees through MaxSAT	73
A state of art review on applications of multi-objective evolutionary algorithms in chemicals production reactors	71
Application of machine learning methods in fault detection and classification of power transmission lines: a survey	70
A review: development of named entity recognition (NER) technology for aeronautical information intelligence	70
Construction of multivalued cryptographic boolean function using recurrent neural network and its application in image encryption scheme	68
Explainable AI for clinical and remote health applications: a survey on tabular and time series data	68
An active deep learning method for diabetic retinopathy detection in segmented fundus images using artificial bee colony algorithm	67
Machine and deep learning for longitudinal biomedical data: a review of methods and applications	67
Hybrid group decision-making technique under spherical fuzzy N-soft expert sets	66
Deep multiagent reinforcement learning: challenges and directions	66
Autonomous learning for fuzzy systems: a review	66
Application of artificial intelligence technology in the field of orthopedics: a narrative review	66
A systematic review for class-imbalance in semi-supervised learning	65
A systematic review of the use of topic models for short text social media analysis	65
Incorporating Q-learning and gradient search scheme into JAYA algorithm for global optimization	65
Classification of spinal curvature types using radiography images: deep learning versus classical methods	65
Deep learning for compressive sensing: a ubiquitous systems perspective	65
Quantum-inspired metaheuristic algorithms: comprehensive survey and classification	63
Privacy-preserving data (stream) mining techniques and their impact on data mining accuracy: a systematic literature review	63
Time series forecasting using fuzzy cognitive maps: a survey	62
Heterogeneous graph neural networks analysis: a survey of techniques, evaluations and applications	62
Advanced artificial intelligence system by intuitionistic fuzzy $$\Gamma$$-subring for automotive robotic manufacturing	61
An external archive guided Harris Hawks optimization using strengthened dominance relation for multi-objective optimization problems	61
Fotomics: fourier transform-based omics imagification for deep learning-based cell-identity mapping using single-cell omics profiles	61
Multi-source deep transfer learning algorithm based on feature alignment	61
Deep learning on multi-view sequential data: a survey	60
A hybrid approach combining AHP with TODIM for blockchain technology provider selection under the Pythagorean fuzzy scenario	59
Time expression recognition and normalization: a survey	59
Deep neural network pruning method based on sensitive layers and reinforcement learning	58
A survey on narrative extraction from textual data	57
Some new product operations of T-spherical fuzzy graphs and an application of T-spherical fuzzy graphs in MCGDM	56
Transition of traditional method to deep learning based computer-aided system for breast cancer using Automated Breast Ultrasound System (ABUS) images: a review	56
Internet of Low-Altitude UAVs (IoLoUA): a methodical modeling on integration of Internet of “Things” with “UAV” possibilities and tests	55
Optimal energy management in EVCS and distribution system considering QoS using hybrid technique	55
Neural attention for image captioning: review of outstanding methods	55
Gradient leakage attacks in federated learning	55
Time-series dynamic three-way group decision-making model and its application in TCM efficacy evaluation	54
Smart farming prediction models for precision agriculture: a comprehensive survey	54
A survey on multi-objective hyperparameter optimization algorithms for machine learning	54
Recent advances of deep learning algorithms for aquacultural machine vision systems with emphasis on fish	54
A comprehensive survey on image captioning: from handcrafted to deep learning-based techniques, a taxonomy and open research issues	54
Artificial glial cells in artificial neuronal networks: a systematic review	54
Multiple criteria decision analytic methods in management with T-spherical fuzzy information	53
Recent advances in decision trees: an updated survey	53
Image embedding for denoising generative models	52
A complete framework for accurate recognition and prognosis of COVID-19 patients based on deep transfer learning and feature classification approach	52
Knowledge discovery and variable scale evaluation for long series data	51
A review of the literature on fuzzy-logic approaches for collision-free path planning of manipulator robots	49
Hierarchical few-shot learning based on coarse- and fine-grained relation network	49
An adaptive spatio-temporal neural network for PM2.5 concentration forecasting	49
An innovative time-varying particle swarm-based Salp algorithm for intrusion detection system and large-scale global optimization problems	49
Soft computing techniques for biomedical data analysis: open issues and challenges	48
A comprehensive survey on the sine–cosine optimization algorithm	47
A picture fuzzy evaluation framework based on a novel approach incorporating bidirectional projection measures and the VIKOR method	47
Hybrid chimp optimization algorithm for degree reduction of ball Said–Ball curves	47
Diabetes subtypes classification for personalized health care: A review	47
Deep learning based single sample face recognition: a survey	46
A multi-factor two-stage deep integration model for stock price prediction based on intelligent optimization and feature clustering	45
State-of-the-art review of machine learning and optimization algorithms applications in environmental effects of blasting	45
A review of platforms for simulating embodied agents in 3D virtual environments	45
Data clustering: application and trends	44
Logic programming for deliberative robotic task planning	44
Comprehensive survey on hierarchical clustering algorithms and the recent developments	44
Concept of hidden classes in pattern classification	43
Computational methods for studying relationship between nutritional status and respiratory viral diseases: a systematic review	43
A multi-population evolutionary algorithm for multi-objective constrained portfolio optimization problem	43
Explainable recommendations with nonnegative matrix factorization	42
ESOA-HGRU: egret swarm optimization algorithm-based hybrid gated recurrent unit for classification of diabetic retinopathy	42
Safety-critical computer vision: an empirical survey of adversarial evasion attacks and defenses on computer vision systems	42
A trilevel analysis of uncertainty measuresin partition-based granular computing	41
Mathematical modeling and simulation of multi-focus image fusion techniques using the effect of image enhancement criteria: a systematic review and performance evaluation	41

Human activity recognition in artificial intelligence framework: a narrative review	41
Bimatrix games under dense fuzzy environment and its application to natural disaster management	41
Bartletts principal regressive and arbitrary African buffalo optimizatized three-dimensional protein structure prediction	40
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	40
Advantage matrix: two novel multi-attribute decision-making methods and their applications	40
Low-carbon cities comprehensive evaluation method based on Fermatean fuzzy hybrid distance measure and TOPSIS	40
Using artificial intelligence technology to fight COVID-19: a review	39
H1DBi-R Net: Hybrid 1D Bidirectional RNN for Efficient Diabetic Retinopathy Detection and Classification	39
Chaotic electromagnetic field optimization	39
Conflict detection and elimination integrating agent’s influence and conflict coefficient with incomplete trust relationship	39
A review of artificial intelligence methods for engineering prognostics and health management with implementation guidelines	38
Intelligent techniques in e-learning: a literature review	38
A survey of Bayesian Network structure learning	37
Survey on sentiment analysis: evolution of research methods and topics	37
Matrix-based fast granularity reduction algorithm of multi-granulation rough set	37
An introduction to grey causal modelling (GCM): applications to manufacturing, supply chains, resilience, and sustainability	37
Setback in ranking fuzzy numbers: a study in fuzzy risk analysis in diabetes prediction	36
Evaluating conversational recommender systems	36
Uncertainty measurement of partially labeled categorical data with application to semi-supervised attribute reduction	35
Survey on video anomaly detection in dynamic scenes with moving cameras	35
Developments in the detection of diabetic retinopathy: a state-of-the-art review of computer-aided diagnosis and machine learning methods	35
LT-SMF: long term stock market price trend prediction using optimal hybrid machine learning technique	35
Review on chest pathogies detection systems using deep learning techniques	34
Nuclei and glands instance segmentation in histology images: a narrative review	34
Multi-knowledge resources-based semantic similarity models with application for movie recommender system	34
Knowledge representation and reasoning using fuzzy Petri nets: a literature review and bibliometric analysis	34
Secure trust aware multi-objective routing protocol based on battle competitive swarm optimization in IoT	34
SCL-SKG: software knowledge extraction with span-level contrastive learning	33
Population reduction with individual similarity for differential evolution	33
Multi-strategy adaptive cuckoo search algorithm for numerical optimization	33
A new hyper-heuristic based on ant lion optimizer and Tabu search algorithm for replica management in cloud environment	33
From multi-view data features to clusters: a unified approach	33
Implementation of single-valued neutrosophic soft hypergraphs on human nervous system	32
Gift: granularity over specific-class for feature selection	32
Weakly-supervised learning method for the recognition of potato leaf diseases	32
Non-rigid point set registration: recent trends and challenges	32
A review of spam email detection: analysis of spammer strategies and the dataset shift problem	32
When CCN meets MCGDM: optimal cache replacement policy achieved by PRSRV with Pythagorean fuzzy set pair analysis	32
Medical instrument detection in ultrasound: a review	32
A comparison of vector symbolic architectures	32
Convolutional network fabric pruning with label noise	31
Detection of cross-site scripting (XSS) attacks using machine learning techniques: a review	31
Three-way decision model under a large-scale group decision-making environment with detecting and managing non-cooperative behaviors in consensus reaching process	31
Quantum case-based reasoning (qCBR)	31
A state-of-the-art survey of object detection techniques in microorganism image analysis: from classical methods to deep learning approaches	31
Incremental learning with neural networks for computer vision: a survey	31
Recent advances in deep learning based dialogue systems: a systematic survey	31
Short text topic modelling approaches in the context of big data: taxonomy, survey, and analysis	31
Implementing bargaining game-based fuzzy cognitive map and mixed-motive games for group decisions in the healthcare supplier selection	30
ADABA: improving the balancing between runtime and accuracy in a new distributed version of the alpha–beta algorithm	30
Multiple attributes group decision-making based on trigonometric operators, particle swarm optimization and complex intuitionistic fuzzy values	30
Automatic recognition of woven fabric structural parameters: a review	30
Radiomics and artificial intelligence in breast imaging: a survey	30
A three-way decision method with tolerance dominance relations in decision information systems	29
Recent advances in the application of deep learning for fault diagnosis of rotating machinery using vibration signals	29
A survey on artificial intelligence techniques for security event correlation: models, challenges, and opportunities	29
3D point cloud descriptors: state-of-the-art	29
MISO hierarchical inference engine satisfying the law of importation with aggregation functions	29
A Survey on ensemble learning under the era of deep learning	29
An SOA-RBFNN approach for the system modelling of optimal energy management in grid-connected smart grid system	29
Towards hybrid over- and under-sampling combination methods for class imbalanced datasets: an experimental study	29
Explainable artificial intelligence: a comprehensive review	29
A survey of inverse reinforcement learning	29
Cross-domain decision making based on TrAdaBoost for diagnosis of breast lesions	28
Preparation process and performance of polyurethane modified bitumen investigated using machine learning algorithm	28
Physical laws meet machine intelligence: current developments and future directions	28
Granular reduction in formal fuzzy contexts: graph representation, graph approach and its algorithm	28
Multicriteria group decision making via generalized trapezoidal intuitionistic fuzzy number-based novel similarity measure and its application to diverse COVID-19 scenarios	28
Aspect-based sentiment analysis: an overview in the use of Arabic language	28
Improved grey wolf optimizer based on opposition and quasi learning approaches for optimization: case study autonomous vehicle including vision system	28
A comprehensive survey on NSGA-II for multi-objective optimization and applications	28
Image data hiding schemes based on metaheuristic optimization: a review	28
SAR-BSO meta-heuristic hybridization for feature selection and classification using DBNover stream data	27
Unbalanced double hierarchy linguistic group decision-making method based on SWARA and S-ARAS for multiple attribute group decision-making problems	27
A systematic review of applications of natural language processing and future challenges with special emphasis in text-based emotion detection	27
Predicting the compressive strength of eco-friendly and normal concretes using hybridized fuzzy inference system and particle swarm optimization algorithm	27
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	27
RG-NBEO: a ReliefF guided novel binary equilibrium optimizer with opposition-based S-shaped and V-shaped transfer functions for feature selection	26
Reliability intelligence analysis of concrete arch bridge based on Kriging model and PSOSA hybrid algorithm	26
Disentangling causality: assumptions in causal discovery and inference	26
Artificial intelligence for template-free protein structure prediction: a comprehensive review	26
A survey of long short term memory and its associated models in sustainable wind energy predictive analytics	26
An improved TOPSIS method for multi-criteria decision making based on hesitant fuzzy β neighborhood	25
A systematic review of federated learning from clients’ perspective: challenges and solutions	25
EnvGAN: a GAN-based augmentation to improve environmental sound classification	25
A systematic review of deep learning-based cervical cytology screening: from cell identification to whole slide image analysis	25
Consensus in multi-agent systems: a review	25
Exploring the knowledge diffusion and research front of OWA operator: a main path analysis	25
Evolved distance measures for circular intuitionistic fuzzy sets and their exploitation in the technique for order preference by similarity to ideal solutions	25
A survey on sentiment analysis methods, applications, and challenges	24
Automatic targetless LiDAR–camera calibration: a survey	24
The intelligent critic framework for advanced optimal control	24
Hardware implementation of SLAM algorithms: a survey on implementation approaches and platforms	24
Deep learning for video object segmentation: a review	24
An efficient approach to attribute reductions of quantitative dominance-based neighborhood rough sets based on graded information granules	23