Artificial Intelligence Review

Article	Citations
Improved three phase H-7 transformerless inverter with DPWM to reduce leakage current using CNN based deep learning technique	622
A novel prospect-theory-based three-way decision methodology in multi-scale information systems	450
Self-dependence multi-label learning with double k for missing labels	413
New staircase sinusoidal voltage synthesizer and optimal interval type-2 fuzzy controller for dynamic voltage restorer to compensate voltage disturbances	372
Development of artificial neural network based mathematical models for predicting small scale quarry powder factor for efficient fragmentation coupled with uniformity index model	339
A state-of-the-art survey of object detection techniques in microorganism image analysis: from classical methods to deep learning approaches	315
Artificial intelligence-based approaches for improving the diagnosis, triage, and prioritization of autism spectrum disorder: a systematic review of current trends and open issues	288
A comprehensive review of computer-aided whole-slide image analysis: from datasets to feature extraction, segmentation, classification and detection approaches	285
Advanced artificial intelligence system by intuitionistic fuzzy $$\Gamma$$-subring for automotive robotic manufacturing	258
Detection of cross-site scripting (XSS) attacks using machine learning techniques: a review	255
An effective conflict management method based on belief similarity measure and entropy for multi-sensor data fusion	226
Risk assessment of coronary heart disease based on cloud-random forest	223
Heterogeneous graph neural networks analysis: a survey of techniques, evaluations and applications	221
An external archive guided Harris Hawks optimization using strengthened dominance relation for multi-objective optimization problems	213
Indic script family and its offline handwriting recognition for characters/digits and words: a comprehensive survey	206
Tackling class imbalance in computer vision: a contemporary review	204
A comprehensive survey on deep learning-based approaches for multimodal sentiment analysis	202
From multi-view data features to clusters: a unified approach	201
Dimensional decision covariance colony predation algorithm: global optimization and high−dimensional feature selection	198
The role of AI technology in prediction, diagnosis and treatment of colorectal cancer	196
Understanding rate of return dynamics of cryptocurrencies: an experimental campaign	183
Neurological abnormality detection from electroencephalography data: a review	165
Recent advances in deep learning based dialogue systems: a systematic survey	162
Artificial intelligence methods for analysis of electrocardiogram signals for cardiac abnormalities: state-of-the-art and future challenges	161
A systematic review for class-imbalance in semi-supervised learning	157

Computational deep air quality prediction techniques: a systematic review	157
Optimisation of electrical Impedance tomography image reconstruction error using heuristic algorithms	155
A fuzzy Bayesian regression model with Gaussian process prior based on exact predictors and fuzzy responses	151
Community detection model for dynamic networks based on hidden Markov model and evolutionary algorithm	150
The role of artificial intelligence and machine learning in wireless networks security: principle, practice and challenges	147
ME-CCNN: Multi-encoded images and a cascade convolutional neural network for breast tumor segmentation and recognition	144
A survey on feature selection methods for mixed data	142
A hybrid approach combining AHP with TODIM for blockchain technology provider selection under the Pythagorean fuzzy scenario	139
Application of deep learning in laser-induced breakdown spectroscopy: a review	139
Fotomics: fourier transform-based omics imagification for deep learning-based cell-identity mapping using single-cell omics profiles	135
A review of spam email detection: analysis of spammer strategies and the dataset shift problem	127
A fraction ranking-based multi-criteria decision-making method for water resource management under bipolar neutrosophic fuzzy environment	126
Non-rigid point set registration: recent trends and challenges	123
Cognitive motivations and foundations for building intelligent decision-making systems	120
Medical instrument detection in ultrasound: a review	120
A new fusion of whale optimizer algorithm with Kapur’s entropy for multi-threshold image segmentation: analysis and validations	116
Novel consensus-reaching model in the social network environment for large-group emergency decision-making: an approach to managing non-cooperative behaviors	115
A variate brain tumor segmentation, optimization, and recognition framework	115
Fuzzy covering-based rough set on two different universes and its application	114
Privacy-preserving data (stream) mining techniques and their impact on data mining accuracy: a systematic literature review	114
A brief survey on recent advances in coreference resolution	112
When CCN meets MCGDM: optimal cache replacement policy achieved by PRSRV with Pythagorean fuzzy set pair analysis	112
Survey on aspect detection for aspect-based sentiment analysis	109
A comprehensive review of the video-to-text problem	109
Generative Adversarial Networks based on optimal transport: a survey	109
Multi-source deep transfer learning algorithm based on feature alignment	105
Gift: granularity over specific-class for feature selection	104
Gaussian bare-bone slime mould algorithm: performance optimization and case studies on truss structures	101
Generalized q-rung orthopair fuzzy interactive Hamacher power average and Heronian means for MADM	100
Classification of spinal curvature types using radiography images: deep learning versus classical methods	99
A critical empirical evaluation of deep learning models for solving aspect based sentiment analysis	99
An enhanced salp swarm optimizer boosted by local search algorithm for modelling prediction problems in software engineering	96
Overview of behavior recognition based on deep learning	96
Matrix games with linguistic intuitionistic fuzzy Payoffs : Basic results and solution methods	95
Incorporating Q-learning and gradient search scheme into JAYA algorithm for global optimization	90
Arabic sentiment analysis using recurrent neural networks: a review	90
Capitalization and punctuation restoration: a survey	86
Application of an improved discrete crow search algorithm with local search and elitism on a humanitarian relief case	85
Improved q-rung orthopair fuzzy line integral aggregation operators and their applications for multiple attribute decision making	84
Three-way decision model under a large-scale group decision-making environment with detecting and managing non-cooperative behaviors in consensus reaching process	84
Attention-based neural joint source-channel coding of text for point to point and broadcast channel	81
An improved generalized normal distribution optimization and its applications in numerical problems and engineering design problems	80
Weakly-supervised learning method for the recognition of potato leaf diseases	80
Crime linkage and psychological profiling of offenders under intuitionistic fuzzy environment using a novel resemblance measure	79
Adaptive constraint propagation in constraint satisfaction: review and evaluation	79
Machine reading comprehension combined with semantic dependency for Chinese zero pronoun resolution	79
Time series forecasting using fuzzy cognitive maps: a survey	78
Implementation of single-valued neutrosophic soft hypergraphs on human nervous system	74
Deep learning on multi-view sequential data: a survey	72
An approach to MCGDM based on multi-granulation Pythagorean fuzzy rough set over two universes and its application to medical decision problem	72

Machine learning and deep learning for blood pressure prediction: a methodological review from multiple perspectives	71
A comparison of vector symbolic architectures	68
People versus machines: introducing the HIRE framework	68
Fire Hawk Optimizer: a novel metaheuristic algorithm	67
Image denoising in the deep learning era	67
Single sample face recognition using deep learning: a survey	67
General optimization procedure of the Hedge-algebras controller for controlling dynamic systems	67
Reliability assessment of water quality index based on guidelines of national sanitation foundation in natural streams: integration of remote sensing and data-driven models	66
Deep learning in economics: a systematic and critical review	65
An optimized system of GMDH-ANFIS predictive model by ICA for estimating pile bearing capacity	65
Multi-strategy adaptive cuckoo search algorithm for numerical optimization	63
Incremental learning with neural networks for computer vision: a survey	62
Anomaly detection in surveillance videos: a thematic taxonomy of deep models, review and performance analysis	62
Short text topic modelling approaches in the context of big data: taxonomy, survey, and analysis	62
Optimal hybrid participation of customers in a smart micro-grid based on day-ahead electrical market	62
A comprehensive review of artificial intelligence-based methods for predicting pan evaporation rate	62
Brain works principle followed by neural information processing: a review of novel brain theory	61
Machine Learning in Drug Discovery: A Review	60
A novel fault diagnosis method based on CNN and LSTM and its application in fault diagnosis for complex systems	60
On the joint-effect of class imbalance and overlap: a critical review	59
A novel improved whale optimization algorithm to solve numerical optimization and real-world applications	58
Deep learning models for digital image processing: a review	58
Quantum-inspired metaheuristic algorithms: comprehensive survey and classification	58
Attention, please! A survey of neural attention models in deep learning	57
A survey of uncertainty in deep neural networks	57
An exhaustive review of the metaheuristic algorithms for search and optimization: taxonomy, applications, and open challenges	57
A survey of deep learning techniques for machine reading comprehension	57
Detection and classification of sugarcane billet damage using Aquila Sailfish Optimizer based deep learning	56
A survey on the use of machine learning methods in context-aware middlewares for human activity recognition	56
Non-player character decision-making in computer games	56
An SOA-RBFNN approach for the system modelling of optimal energy management in grid-connected smart grid system	54
Current studies and applications of Krill Herd and Gravitational Search Algorithms in healthcare	54
An EnGRFA control scheme based power system stabilizers (PSS) for the stability analysis with wind energy integration	53
A survey on computational metaphor processing techniques: from identification, interpretation, generation to application	53
A survey on physarum polycephalum intelligent foraging behaviour and bio-inspired applications	52
Systematic literature review on identifying influencers in social networks	52
The key artificial intelligence technologies in early childhood education: a review	52
Cauchy balanced nonnegative matrix factorization	52
Hybridization of hybrid structures for time series forecasting: a review	52
Automatic selection of heavy-tailed distributions-based synergy Henry gas solubility and Harris hawk optimizer for feature selection: case study drug design and discovery	52
Text detection and localization in scene images: a broad review	51
Parameter reduction analysis under interval-valued m-polar fuzzy soft information	51
Some new product operations of T-spherical fuzzy graphs and an application of T-spherical fuzzy graphs in MCGDM	51
A comprehensive survey of sine cosine algorithm: variants and applications	50
Internet of Low-Altitude UAVs (IoLoUA): a methodical modeling on integration of Internet of “Things” with “UAV” possibilities and tests	49
Artificial intelligence for suicide assessment using Audiovisual Cues: a review	49
Automatic recognition of woven fabric structural parameters: a review	49
Density-based IFCM along with its interval valued and probabilistic extensions, and a review of intuitionistic fuzzy clustering methods	48
Superiority of three-way decisions from the perspective of probability	48
Prediction of global spread of COVID-19 pandemic: a review and research challenges	47
A systematic literature review of clustering techniques for patients with traumatic brain injury	47
Combining filtered dictionary representation based deep subspace filter learning with a discriminative classification criterion for facial expression recognition	47
Convolutional network fabric pruning with label noise	47
Segmentation of prostate ultrasound images: the state of the art and the future directions of segmentation algorithms	47
Weakly supervised discriminate enhancement network for visual sentiment analysis	46
Natural language processing for Nepali text: a review	46
Feature selection for set-valued data based on D–S evidence theory	46
Implementing bargaining game-based fuzzy cognitive map and mixed-motive games for group decisions in the healthcare supplier selection	45
Quantum case-based reasoning (qCBR)	44
Human-centric and semantics-based explainable event detection: a survey	44
A comparative study of multi-objective optimization algorithms for sparse signal reconstruction	44
Geometric deep learning and equivariant neural networks	44
A consistency and consensus-driven approach for granulating linguistic information in GDM with distributed linguistic preference relations	44
Author Correction: Arabic natural language processing for Qur’anic research: a systematic review	44
A three-way decision method with tolerance dominance relations in decision information systems	43
Emotion and personality analysis and detection using natural language processing, advances, challenges and future scope	43
Multi-criteria decision-making for coronavirus disease 2019 applications: a theoretical analysis review	42
ADABA: improving the balancing between runtime and accuracy in a new distributed version of the alpha–beta algorithm	42
MISO hierarchical inference engine satisfying the law of importation with aggregation functions	42
Boundary of a fuzzy set and its application in GIS: a review	42
A survey on artificial intelligence techniques for security event correlation: models, challenges, and opportunities	42
Deep learning: survey of environmental and camera impacts on internet of things images	41
Time expression recognition and normalization: a survey	41
Multiple attributes group decision-making based on trigonometric operators, particle swarm optimization and complex intuitionistic fuzzy values	41
Transition of traditional method to deep learning based computer-aided system for breast cancer using Automated Breast Ultrasound System (ABUS) images: a review	41
Artificial glial cells in artificial neuronal networks: a systematic review	40
Multi-task learning for few-shot biomedical relation extraction	40
Deep neural network pruning method based on sensitive layers and reinforcement learning	40
Approximate reasoning with fuzzy rule interpolation: background and recent advances	39
Model free position-force control of environmental constrained reconfigurable manipulators based on adaptive dynamic programming	39

New measures of uncertainty based on the granularity distribution of approximation sets	39
Time-series dynamic three-way group decision-making model and its application in TCM efficacy evaluation	39
Correction to: An approach to MCGDM based on multi-granulation Pythagorean fuzzy rough set over two universes and its application to medical decision problem	38
Correction to: QoS-driven metaheuristic service composition schemes: a comprehensive overview	38
GDTRSET: a generalized decision-theoretic rough sets based on evidence theory	38
Gradient leakage attacks in federated learning	37
A survey of designing convolutional neural network using evolutionary algorithms	37
Neural attention for image captioning: review of outstanding methods	37
Evaluating new energy vehicles by picture fuzzy sets based on sentiment analysis from online reviews	37