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	661
Cognitive motivations and foundations for building intelligent decision-making systems	490
Adaptive constraint propagation in constraint satisfaction: review and evaluation	432
Neurological abnormality detection from electroencephalography data: a review	369
Brain works principle followed by neural information processing: a review of novel brain theory	339
An optimized system of GMDH-ANFIS predictive model by ICA for estimating pile bearing capacity	332
A novel prospect-theory-based three-way decision methodology in multi-scale information systems	310
A comprehensive review of the video-to-text problem	287
Survey on aspect detection for aspect-based sentiment analysis	249
Community detection model for dynamic networks based on hidden Markov model and evolutionary algorithm	240
Machine reading comprehension combined with semantic dependency for Chinese zero pronoun resolution	235
Risk assessment of coronary heart disease based on cloud-random forest	227
General optimization procedure of the Hedge-algebras controller for controlling dynamic systems	225
Self-dependence multi-label learning with double k for missing labels	223
Attention, please! A survey of neural attention models in deep learning	217
Image denoising in the deep learning era	212
A survey on computational metaphor processing techniques: from identification, interpretation, generation to application	207
Multi-order texture features for palmprint recognition	205
A comprehensive survey of sine cosine algorithm: variants and applications	187
Novel variants of grasshopper optimization algorithm to solve numerical problems and demand side management in smart grids	171
Weakly supervised discriminate enhancement network for visual sentiment analysis	171
Model free position-force control of environmental constrained reconfigurable manipulators based on adaptive dynamic programming	168
Feature selection for set-valued data based on D–S evidence theory	168
Making accurate object detection at the edge: review and new approach	167
Advanced value iteration for discrete-time intelligent critic control: A survey	164

Artificial intelligence for suicide assessment using Audiovisual Cues: a review	160
A survey of energy-efficient clustering routing protocols for wireless sensor networks based on metaheuristic approaches	158
Evaluating new energy vehicles by picture fuzzy sets based on sentiment analysis from online reviews	157
Data mining-based firefly algorithm for green vehicle routing problem with heterogeneous fleet and refueling constraint	157
Deep learning models and traditional automated techniques for brain tumor segmentation in MRI: a review	153
Geometric deep learning and equivariant neural networks	151
Evaluating eXplainable artificial intelligence tools for hard disk drive predictive maintenance	138
University admission process: a prescriptive analytics approach	134
Adaptive type2-possibilistic C-means clustering and its application to microarray datasets	128
Machine learning for leaf disease classification: data, techniques and applications	128
Intelligent energy management systems: a review	126
Swarm intelligence algorithms for multiple unmanned aerial vehicles collaboration: a comprehensive review	125
Trustworthy artificial intelligence in Alzheimer’s disease: state of the art, opportunities, and challenges	125
An extended hesitant fuzzy set using SWARA-MULTIMOORA approach to adapt online education for the control of the pandemic spread of COVID-19 in higher education institutions	124
A Review of multilayer extreme learning machine neural networks	122
Huber loss based distributed robust learning algorithm for random vector functional-link network	119
A new interval type-2 trapezoid fuzzy multi-attribute group decision-making method and its application to the evaluation of sponge city construction	119
Uncertainty analysis in document publications using single-valued neutrosophic set and collaborative entropy	118
A systematic review of deep learning based image segmentation to detect polyp	116
Monte Carlo Tree Search: a review of recent modifications and applications	114
Emotion quantification techniques for cognitive reappraisal: a systematic review and scientometric analysis	114
Battling voice spoofing: a review, comparative analysis, and generalizability evaluation of state-of-the-art voice spoofing counter measures	112
Biometrics recognition using deep learning: a survey	112
Crayfish optimization algorithm	111
A survey of the vision transformers and their CNN-transformer based variants	109
A survey on syntactic processing techniques	108
A hybrid human–AI tool for scientometric analysis	107
When AI meets store layout design: a review	104
A systematic literature review on AutoML for multi-target learning tasks	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 (	103
DeepThink IoT: The Strength of Deep Learning in Internet of Things	102
Approximate reasoning with aggregation functions satisfying GMP rules	97
Combining deep subspace feature representation based IKPCANet and jointly constraint multi-dictionary learning for facial expression recognition	94
A chimp-inspired remora optimization algorithm for multilevel thresholding image segmentation using cross entropy	92
A comprehensive review on Jaya optimization algorithm	91
From task to evaluation: an automatic text summarization review	86
Dimensionality reduced training by pruning and freezing parts of a deep neural network: a survey	85
Feature subset selection for multi-scale neighborhood decision information system via mutual information	84
Early health prediction framework using XGBoost ensemble algorithm in intelligent environment	83
Artificial intelligence-enabled prediction model of student academic performance in online engineering education	83
A comprehensive review of image analysis methods for microorganism counting: from classical image processing to deep learning approaches	81
A comprehensive review of Binary Neural Network	81
On the current state of deep learning for news recommendation	77
A proportional-integral iterative algorithm for time-variant equality-constrained quadratic programming problem with applications	75
nmODE: neural memory ordinary differential equation	75
On the current state of query formulation for book search	74
Artificial intelligence-assisted water quality index determination for healthcare	72
PC-IEN: a click-through rate prediction method based on dynamic collaborative personalized interest extraction	72
DptOIE: a Portuguese open information extraction based on dependency analysis	70
A survey, taxonomy and progress evaluation of three decades of swarm optimisation	70

Machine learning and deep learning techniques for the analysis of heart disease: a systematic literature review, open challenges and future directions	68
An analysis of graph convolutional networks and recent datasets for visual question answering	68
Spherical fuzzy TODIM method for MAGDM integrating cumulative prospect theory and CRITIC method and its application to commercial insurance selection	68
Additive consistency exploration of linguistic preference relations with self-confidence	67
An advanced similarity measure for Pythagorean fuzzy sets and its applications in transportation problem	66
Unsupervised concept drift detection for multi-label data streams	66
Feature subset selection for data and feature streams: a review	65
Medical image data augmentation: techniques, comparisons and interpretations	64
A survey on personality-aware recommendation systems	64
A review of convolutional neural network architectures and their optimizations	64
Evolutionary design of neural network architectures: a review of three decades of research	63
An IoT based smart menstrual cup using optimized adaptive CNN model for effective menstrual hygiene management	63
Six application scenarios of artificial intelligence in the precise diagnosis and treatment of liver cancer	62
Detecting Persian speaker-independent voice commands based on LSTM and ontology in communicating with the smart home appliances	62
Deep learning for Alzheimer prediction using brain biomarkers	62
Interpretable decision trees through MaxSAT	62
Literature review on Intention Mining-oriented Process Mining in information system	62
Evaluating logic gate constraints in local search for structured satisfiability problems	61
Differential evolution and particle swarm optimization against COVID-19	60
A new intuitionistic fuzzy best worst method for deriving weight vector of criteria and its application	60
An effective and efficient broad-based ensemble learning model for moderate-large scale image recognition	60
Construction of multivalued cryptographic boolean function using recurrent neural network and its application in image encryption scheme	59
Hybrid group decision-making technique under spherical fuzzy N-soft expert sets	58
Arabic natural language processing for Qur’anic research: a systematic review	58
Recent trends in distributed production network scheduling problem	58
Deep multiagent reinforcement learning: challenges and directions	57
Cancer diagnosis using artificial intelligence: a review	56
A state of art review on applications of multi-objective evolutionary algorithms in chemicals production reactors	56
A review: development of named entity recognition (NER) technology for aeronautical information intelligence	56
Deep learning for compressive sensing: a ubiquitous systems perspective	54
Application of machine learning methods in fault detection and classification of power transmission lines: a survey	54
Autonomous learning for fuzzy systems: a review	54
Explainable AI for clinical and remote health applications: a survey on tabular and time series data	54
A systematic review of the use of topic models for short text social media analysis	54
An active deep learning method for diabetic retinopathy detection in segmented fundus images using artificial bee colony algorithm	53
Application of artificial intelligence technology in the field of orthopedics: a narrative review	52
Machine and deep learning for longitudinal biomedical data: a review of methods and applications	52
Manifold transfer subspace learning based on double relaxed discriminative regression	52
A survey on the use of association rules mining techniques in textual social media	52
Incorporating Q-learning and gradient search scheme into JAYA algorithm for global optimization	51
Fotomics: fourier transform-based omics imagification for deep learning-based cell-identity mapping using single-cell omics profiles	51
Advanced artificial intelligence system by intuitionistic fuzzy $$\Gamma$$-subring for automotive robotic manufacturing	50
An external archive guided Harris Hawks optimization using strengthened dominance relation for multi-objective optimization problems	50
Deep learning on multi-view sequential data: a survey	50
A hybrid approach combining AHP with TODIM for blockchain technology provider selection under the Pythagorean fuzzy scenario	49
The role of AI technology in prediction, diagnosis and treatment of colorectal cancer	49
Privacy-preserving data (stream) mining techniques and their impact on data mining accuracy: a systematic literature review	49
Time series forecasting using fuzzy cognitive maps: a survey	49
Quantum-inspired metaheuristic algorithms: comprehensive survey and classification	48
An approach to MCGDM based on multi-granulation Pythagorean fuzzy rough set over two universes and its application to medical decision problem	47
Multi-source deep transfer learning algorithm based on feature alignment	47
Matrix games with linguistic intuitionistic fuzzy Payoffs : Basic results and solution methods	47
Heterogeneous graph neural networks analysis: a survey of techniques, evaluations and applications	47
A systematic review for class-imbalance in semi-supervised learning	47
Time expression recognition and normalization: a survey	46
Deep neural network pruning method based on sensitive layers and reinforcement learning	46
Parameter reduction analysis under interval-valued m-polar fuzzy soft information	46
Classification of spinal curvature types using radiography images: deep learning versus classical methods	46
Transition of traditional method to deep learning based computer-aided system for breast cancer using Automated Breast Ultrasound System (ABUS) images: a review	45
Artificial glial cells in artificial neuronal networks: a systematic review	45
Some new product operations of T-spherical fuzzy graphs and an application of T-spherical fuzzy graphs in MCGDM	44
A survey on narrative extraction from textual data	44
A comparative study of multi-objective optimization algorithms for sparse signal reconstruction	43
Time-series dynamic three-way group decision-making model and its application in TCM efficacy evaluation	43
Gradient leakage attacks in federated learning	42
Smart farming prediction models for precision agriculture: a comprehensive survey	42
Optimal energy management in EVCS and distribution system considering QoS using hybrid technique	42
A comprehensive survey on image captioning: from handcrafted to deep learning-based techniques, a taxonomy and open research issues	42
Internet of Low-Altitude UAVs (IoLoUA): a methodical modeling on integration of Internet of “Things” with “UAV” possibilities and tests	41
Natural language processing for Nepali text: a review	41
A survey on multi-objective hyperparameter optimization algorithms for machine learning	41
Recent advances in decision trees: an updated survey	40
Study on modeling implicit learning based on MAM framework	40
A picture fuzzy evaluation framework based on a novel approach incorporating bidirectional projection measures and the VIKOR method	40
Neural attention for image captioning: review of outstanding methods	40
Soft computing techniques for biomedical data analysis: open issues and challenges	40
Recent advances of deep learning algorithms for aquacultural machine vision systems with emphasis on fish	40
An adaptive spatio-temporal neural network for PM2.5 concentration forecasting	40
An In-ad contents-based viewability prediction framework using Artificial Intelligence for Web Ads	40
Diabetes subtypes classification for personalized health care: A review	39

Logic programming for deliberative robotic task planning	39
Hierarchical few-shot learning based on coarse- and fine-grained relation network	39
Knowledge discovery and variable scale evaluation for long series data	39