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
Literature review on Intention Mining-oriented Process Mining in information system	62
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
Interpretable decision trees through MaxSAT	62
Deep learning for Alzheimer prediction using brain biomarkers	62
Evaluating logic gate constraints in local search for structured satisfiability problems	61
An effective and efficient broad-based ensemble learning model for moderate-large scale image recognition	60
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
Construction of multivalued cryptographic boolean function using recurrent neural network and its application in image encryption scheme	59
Recent trends in distributed production network scheduling problem	58
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
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
A survey on the use of association rules mining techniques in textual social media	52
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
Fotomics: fourier transform-based omics imagification for deep learning-based cell-identity mapping using single-cell omics profiles	51
Incorporating Q-learning and gradient search scheme into JAYA algorithm for global optimization	51
Deep learning on multi-view sequential data: a survey	50
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
Time series forecasting using fuzzy cognitive maps: a survey	49
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
Quantum-inspired metaheuristic algorithms: comprehensive survey and classification	48
Heterogeneous graph neural networks analysis: a survey of techniques, evaluations and applications	47
A systematic review for class-imbalance in semi-supervised learning	47
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
Classification of spinal curvature types using radiography images: deep learning versus classical methods	46
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
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
A comprehensive survey on image captioning: from handcrafted to deep learning-based techniques, a taxonomy and open research issues	42
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 survey on multi-objective hyperparameter optimization algorithms for machine learning	41
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
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
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
Knowledge discovery and variable scale evaluation for long series data	39

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
Development and use of a convolutional neural network for hierarchical appearance-based localization	38
A review of platforms for simulating embodied agents in 3D virtual environments	38
A complete framework for accurate recognition and prognosis of COVID-19 patients based on deep transfer learning and feature classification approach	38
Multiple criteria decision analytic methods in management with T-spherical fuzzy information	38
A multi-factor two-stage deep integration model for stock price prediction based on intelligent optimization and feature clustering	37
A review of the literature on fuzzy-logic approaches for collision-free path planning of manipulator robots	37
Deep learning based single sample face recognition: a survey	37
Hybrid chimp optimization algorithm for degree reduction of ball Said–Ball curves	36
Image embedding for denoising generative models	35
State-of-the-art review of machine learning and optimization algorithms applications in environmental effects of blasting	35
An innovative time-varying particle swarm-based Salp algorithm for intrusion detection system and large-scale global optimization problems	35
Population-based optimization in structural engineering: a review	35
A comprehensive survey on the sine–cosine optimization algorithm	34
Comprehensive survey on hierarchical clustering algorithms and the recent developments	34
Data clustering: application and trends	33
A trilevel analysis of uncertainty measuresin partition-based granular computing	32
Artificial intelligence in the creative industries: a review	32
ESOA-HGRU: egret swarm optimization algorithm-based hybrid gated recurrent unit for classification of diabetic retinopathy	32
Bimatrix games under dense fuzzy environment and its application to natural disaster management	32
Secure video communication using firefly optimization and visual cryptography	32
Computational methods for studying relationship between nutritional status and respiratory viral diseases: a systematic review	32
Safety-critical computer vision: an empirical survey of adversarial evasion attacks and defenses on computer vision systems	31
An empirical evaluation of kernels for time series	31
Concept of hidden classes in pattern classification	31
A review and experimental analysis of active learning over crowdsourced data	31
Using proposed optimization algorithm for solving inverse kinematics of human upper limb applying in rehabilitation robotic	31
A multi-population evolutionary algorithm for multi-objective constrained portfolio optimization problem	31
Advantage matrix: two novel multi-attribute decision-making methods and their applications	31
Mathematical modeling and simulation of multi-focus image fusion techniques using the effect of image enhancement criteria: a systematic review and performance evaluation	31
Explainable recommendations with nonnegative matrix factorization	30
Human activity recognition in artificial intelligence framework: a narrative review	30
Underwater image enhancement: a comprehensive review, recent trends, challenges and applications	30
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	30
Deep reinforcement learning in computer vision: a comprehensive survey	30
Matrix-based fast granularity reduction algorithm of multi-granulation rough set	29
Low-carbon cities comprehensive evaluation method based on Fermatean fuzzy hybrid distance measure and TOPSIS	29
An introduction to grey causal modelling (GCM): applications to manufacturing, supply chains, resilience, and sustainability	29
Evaluating conversational recommender systems	28
Chaotic electromagnetic field optimization	28
Using artificial intelligence technology to fight COVID-19: a review	28
H1DBi-R Net: Hybrid 1D Bidirectional RNN for Efficient Diabetic Retinopathy Detection and Classification	28
Conflict detection and elimination integrating agent’s influence and conflict coefficient with incomplete trust relationship	28
Survey on video anomaly detection in dynamic scenes with moving cameras	28
Bartletts principal regressive and arbitrary African buffalo optimizatized three-dimensional protein structure prediction	28
Survey on sentiment analysis: evolution of research methods and topics	27
Setback in ranking fuzzy numbers: a study in fuzzy risk analysis in diabetes prediction	27
Intelligent techniques in e-learning: a literature review	27
Hierarchical classification of data streams: a systematic literature review	27
A survey of Bayesian Network structure learning	27
Uncertainty measurement of partially labeled categorical data with application to semi-supervised attribute reduction	27
A review on weight initialization strategies for neural networks	27
A review of artificial intelligence methods for engineering prognostics and health management with implementation guidelines	26
SCL-SKG: software knowledge extraction with span-level contrastive learning	26
Over a decade of social opinion mining: a systematic review	26
LT-SMF: long term stock market price trend prediction using optimal hybrid machine learning technique	26
Developments in the detection of diabetic retinopathy: a state-of-the-art review of computer-aided diagnosis and machine learning methods	26
Nuclei and glands instance segmentation in histology images: a narrative review	25
Multi-knowledge resources-based semantic similarity models with application for movie recommender system	25
Optimized decomposition and two-step nonlinear integration model with error correction strategy coupled interval prediction for digital currency price forecast	25
Unsupervised learning in images and audio to produce neural receptive fields: a primer and accessible notebook	25
Review on chest pathogies detection systems using deep learning techniques	25
A new hyper-heuristic based on ant lion optimizer and Tabu search algorithm for replica management in cloud environment	24
Medical instrument detection in ultrasound: a review	24
From multi-view data features to clusters: a unified approach	24
Balanced picture fuzzy graph with application	24
Population reduction with individual similarity for differential evolution	24
Non-rigid point set registration: recent trends and challenges	24
Gift: granularity over specific-class for feature selection	24
Secure trust aware multi-objective routing protocol based on battle competitive swarm optimization in IoT	24
When CCN meets MCGDM: optimal cache replacement policy achieved by PRSRV with Pythagorean fuzzy set pair analysis	24
Attention-based neural joint source-channel coding of text for point to point and broadcast channel	24
Knowledge representation and reasoning using fuzzy Petri nets: a literature review and bibliometric analysis	24
Weakly-supervised learning method for the recognition of potato leaf diseases	23
Incremental learning with neural networks for computer vision: a survey	23
An SOA-RBFNN approach for the system modelling of optimal energy management in grid-connected smart grid system	23
A comparison of vector symbolic architectures	23
Quantum case-based reasoning (qCBR)	23
Detection of cross-site scripting (XSS) attacks using machine learning techniques: a review	23
Improved q-rung orthopair fuzzy line integral aggregation operators and their applications for multiple attribute decision making	23
Implementation of single-valued neutrosophic soft hypergraphs on human nervous system	23
Recent advances in deep learning based dialogue systems: a systematic survey	23
Short text topic modelling approaches in the context of big data: taxonomy, survey, and analysis	23
A state-of-the-art survey of object detection techniques in microorganism image analysis: from classical methods to deep learning approaches	23
Capitalization and punctuation restoration: a survey	23
Three-way decision model under a large-scale group decision-making environment with detecting and managing non-cooperative behaviors in consensus reaching process	23
A review of spam email detection: analysis of spammer strategies and the dataset shift problem	23
Multi-strategy adaptive cuckoo search algorithm for numerical optimization	23
3D point cloud descriptors: state-of-the-art	23
Multiple attributes group decision-making based on trigonometric operators, particle swarm optimization and complex intuitionistic fuzzy values	22
A three-way decision method with tolerance dominance relations in decision information systems	22
Automatic recognition of woven fabric structural parameters: a review	22
A survey of inverse reinforcement learning	22