Artificial Intelligence Review

Article	Citations
A comparative analysis of gradient boosting algorithms	618
A review on the long short-term memory model	612
Deep semantic segmentation of natural and medical images: a review	408
A review on machine learning in 3D printing: applications, potential, and challenges	303
A survey on sentiment analysis methods, applications, and challenges	253
Application of deep learning algorithms in geotechnical engineering: a short critical review	237
Vision-based robotic grasping from object localization, object pose estimation to grasp estimation for parallel grippers: a review	228
Advances in Sine Cosine Algorithm: A comprehensive survey	222
Machine Learning in Drug Discovery: A Review	198
A survey on video-based Human Action Recognition: recent updates, datasets, challenges, and applications	192
Multi-agent deep reinforcement learning: a survey	192
Transformer models for text-based emotion detection: a review of BERT-based approaches	187
A survey of deep meta-learning	169
Chaos Game Optimization: a novel metaheuristic algorithm	161
Explainable artificial intelligence: a comprehensive review	151
Deep learning techniques for skin lesion analysis and melanoma cancer detection: a survey of state-of-the-art	150
A survey on evolutionary computation for complex continuous optimization	150
A systematic review on overfitting control in shallow and deep neural networks	140
A review on fault detection and diagnosis techniques: basics and beyond	134
A survey of uncertainty in deep neural networks	129
The intelligent critic framework for advanced optimal control	128
Systematic reviews in sentiment analysis: a tertiary study	120
Metaheuristics: a comprehensive overview and classification along with bibliometric analysis	116
Human activity recognition in artificial intelligence framework: a narrative review	114
Performance assessment of the metaheuristic optimization algorithms: an exhaustive review	114

A review of deep learning used in the hyperspectral image analysis for agriculture	114
A hybrid Harris Hawks optimization algorithm with simulated annealing for feature selection	108
Pattern identification of different human joints for different human walking styles using inertial measurement unit (IMU) sensor	104
A comprehensive survey of recent trends in deep learning for digital images augmentation	101
Fire Hawk Optimizer: a novel metaheuristic algorithm	96
Artificial intelligence, cyber-threats and Industry 4.0: challenges and opportunities	96
Human-in-the-loop machine learning: a state of the art	95
Artificial intelligence in the creative industries: a review	94
A survey on multi-agent deep reinforcement learning: from the perspective of challenges and applications	92
An automated essay scoring systems: a systematic literature review	90
Consensus in multi-agent systems: a review	89
Survey on evaluation methods for dialogue systems	89
A review on weight initialization strategies for neural networks	84
A comprehensive review of computer-aided whole-slide image analysis: from datasets to feature extraction, segmentation, classification and detection approaches	84
Various dimension reduction techniques for high dimensional data analysis: a review	81
A survey on intrusion detection system: feature selection, model, performance measures, application perspective, challenges, and future research directions	79
Role of artificial intelligence in rotor fault diagnosis: a comprehensive review	78
AI-big data analytics for building automation and management systems: a survey, actual challenges and future perspectives	78
Picture fuzzy interactional partitioned Heronian mean aggregation operators: an application to MADM process	76
Deep reinforcement learning in computer vision: a comprehensive survey	76
Artificial intelligence in cyber security: research advances, challenges, and opportunities	74
Modality specific U-Net variants for biomedical image segmentation: a survey	73
Nature inspired optimization algorithms or simply variations of metaheuristics?	73
A novel fault diagnosis method based on CNN and LSTM and its application in fault diagnosis for complex systems	72
Artificial neural networks for water quality soft-sensing in wastewater treatment: a review	70
Handling Class-Imbalance with KNN (Neighbourhood) Under-Sampling for Software Defect Prediction	70
A comprehensive survey of sine cosine algorithm: variants and applications	70
Recent advances in decision trees: an updated survey	70
Data stream clustering: a review	68
Underwater image enhancement: a comprehensive review, recent trends, challenges and applications	67
Video super-resolution based on deep learning: a comprehensive survey	67
CovidSens: a vision on reliable social sensing for COVID-19	65
Reliability assessment of water quality index based on guidelines of national sanitation foundation in natural streams: integration of remote sensing and data-driven models	65
Quantum-inspired metaheuristic algorithms: comprehensive survey and classification	65
Reinforcement learning in robotic applications: a comprehensive survey	63
News recommender system: a review of recent progress, challenges, and opportunities	63
Attention, please! A survey of neural attention models in deep learning	62
State of the art: a review of sentiment analysis based on sequential transfer learning	62
Applications of artificial neural networks in microorganism image analysis: a comprehensive review from conventional multilayer perceptron to popular convolutional neural network and potential visual	61
Recent advances in deep learning based dialogue systems: a systematic survey	58
A comprehensive survey of Crow Search Algorithm and its applications	56
A comprehensive review of image analysis methods for microorganism counting: from classical image processing to deep learning approaches	55
Monte Carlo Tree Search: a review of recent modifications and applications	55
Employing a genetic algorithm and grey wolf optimizer for optimizing RF models to evaluate soil liquefaction potential	54
Machine learning towards intelligent systems: applications, challenges, and opportunities	54
A systematic literature review on state-of-the-art deep learning methods for process prediction	53
Deep learning for biomedical image reconstruction: a survey	53
Improved grey wolf optimizer based on opposition and quasi learning approaches for optimization: case study autonomous vehicle including vision system	53
An optimized system of GMDH-ANFIS predictive model by ICA for estimating pile bearing capacity	52
Multi-criteria decision making approach based on SVTrN Dombi aggregation functions	52

Updating approximations with dynamic objects based on local multigranulation rough sets in ordered information systems	50
An improved Henry gas solubility optimization algorithm for task scheduling in cloud computing	50
A survey on personality-aware recommendation systems	50
Feature selection methods for text classification: a systematic literature review	49
Artificial intelligence (AI) for medical imaging to combat coronavirus disease (COVID-19): a detailed review with direction for future research	48
Sentiment analysis with deep neural networks: comparative study and performance assessment	48
Deep learning in drug discovery: an integrative review and future challenges	46
Applications, databases and open computer vision research from drone videos and images: a survey	46
Adversarial example detection for DNN models: a review and experimental comparison	46
On the evaluation and combination of state-of-the-art features in Twitter sentiment analysis	45
Genetic programming in civil engineering: advent, applications and future trends	45
Text categorization: past and present	45
Spatiotemporal data mining: a survey on challenges and open problems	44
Deep Neuro-Fuzzy System application trends, challenges, and future perspectives: a systematic survey	44
Swarm intelligence algorithms for multiple unmanned aerial vehicles collaboration: a comprehensive review	44
Machine learning algorithms to forecast air quality: a survey	43
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	42
A review of convolutional neural network architectures and their optimizations	42
The role of artificial intelligence and machine learning in wireless networks security: principle, practice and challenges	42
CHIRPS: Explaining random forest classification	42
A survey on parallel clustering algorithms for Big Data	42
A new chaotic complex map for robust video watermarking	41
Over a decade of social opinion mining: a systematic review	40
Deep learning modelling techniques: current progress, applications, advantages, and challenges	40
Sine trigonometric operational laws and its based Pythagorean fuzzy aggregation operators for group decision-making process	40
Crayfish optimization algorithm	40
An integrated rough ELECTRE II approach for risk evaluation and effects analysis in automatic manufacturing process	40
Recent advances in the application of deep learning for fault diagnosis of rotating machinery using vibration signals	40
Deep learning techniques for rating prediction: a survey of the state-of-the-art	39
A novel improved whale optimization algorithm to solve numerical optimization and real-world applications	39
An effective control design approach based on novel enhanced aquila optimizer for automatic voltage regulator	39
Probabilistic linguistic multiple attribute group decision making for location planning of electric vehicle charging stations based on the generalized Dice similarity measures	39
A robust extension of VIKOR method for bipolar fuzzy sets using connection numbers of SPA theory based metric spaces	38
Applications of AI in oil and gas projects towards sustainable development: a systematic literature review	38
A Survey on ensemble learning under the era of deep learning	38
Secure video communication using firefly optimization and visual cryptography	38
Risk assessment of coronary heart disease based on cloud-random forest	38
Model-free reinforcement learning from expert demonstrations: a survey	37
Artificial intelligence techniques and their application in oil and gas industry	37
The role of AI technology in prediction, diagnosis and treatment of colorectal cancer	37
Machine learning in medicinal plants recognition: a review	37
Securing federated learning with blockchain: a systematic literature review	37
Concept learning using one-class classifiers for implicit drift detection in evolving data streams	37
A survey of intelligent transmission line inspection based on unmanned aerial vehicle	37
Risk assessment in discrete production processes considering uncertainty and reliability: Z-number multi-stage fuzzy cognitive map with fuzzy learning algorithm	37
When artificial intelligence meets building energy efficiency, a review focusing on zero energy building	36
An exhaustive review of the metaheuristic algorithms for search and optimization: taxonomy, applications, and open challenges	36
Evolutionary computation for solving search-based data analytics problems	36
Multi-criteria decision-making for coronavirus disease 2019 applications: a theoretical analysis review	35
Medical image data augmentation: techniques, comparisons and interpretations	35
A survey of transfer learning for machinery diagnostics and prognostics	35
A state-of-the-art survey of object detection techniques in microorganism image analysis: from classical methods to deep learning approaches	35
Intuitionistic fuzzy soft decision making method based on CoCoSo and CRITIC for CCN cache placement strategy selection	35
A comprehensive survey on optimizing deep learning models by metaheuristics	35
Biometrics recognition using deep learning: a survey	35
Bio-inspired VANET routing optimization: an overview	34
Survey on sentiment analysis: evolution of research methods and topics	34
Recent advances of deep learning algorithms for aquacultural machine vision systems with emphasis on fish	34
Multi-focus image fusion techniques: a survey	34
Group decision-making with Fermatean fuzzy soft expert knowledge	34
Consensus-based robust decision making methods under a novel study of probabilistic uncertain linguistic information and their application in Forex investment	33
Deep learning approaches to scene text detection: a comprehensive review	33
Survey on reinforcement learning for language processing	33
Scientometric analysis of literature on distributed vehicular networks : VOSViewer visualization techniques	33
Review and empirical analysis of sparrow search algorithm	31
A review of artificial fish swarm algorithms: recent advances and applications	31
A quantum-based sine cosine algorithm for solving general systems of nonlinear equations	31
Bioacoustic signal denoising: a review	30
Decision-making model for China’s stock market bubble warning: the CoCoSo with picture fuzzy information	30
An active deep learning method for diabetic retinopathy detection in segmented fundus images using artificial bee colony algorithm	29
A systematic literature review of multicriteria recommender systems	29
A comparison of vector symbolic architectures	29
Deep multiagent reinforcement learning: challenges and directions	29
Virtual machine placement in cloud data centers using a hybrid multi-verse optimization algorithm	29
A survey on multi-objective hyperparameter optimization algorithms for machine learning	29
Knowledge Graphs: Opportunities and Challenges	29
A survey of attack detection approaches in collaborative filtering recommender systems	29
On the joint-effect of class imbalance and overlap: a critical review	29
Making accurate object detection at the edge: review and new approach	28
A survey of sentiment analysis in the Portuguese language	28

Developments in the detection of diabetic retinopathy: a state-of-the-art review of computer-aided diagnosis and machine learning methods	28
Diagnosis and prognosis of mental disorders by means of EEG and deep learning: a systematic mapping study	28
Algorithm for T-spherical fuzzy MADM based on associated immediate probability interactive geometric aggregation operators	28
A new approach for the detection of abnormal heart sound signals using TQWT, VMD and neural networks	28
Neurosymbolic AI: the 3rd wave	28
Population-based optimization in structural engineering: a review	28
A survey on feature selection methods for mixed data	28
A survey of Bayesian Network structure learning	28
Comprehensive survey on hierarchical clustering algorithms and the recent developments	28
KnowMIS-ABSA: an overview and a reference model for applications of sentiment analysis and aspect-based sentiment analysis	27
A novel distance measure on q-rung picture fuzzy sets and its application to decision making and classification problems	27
Artificial intelligence methods for analysis of electrocardiogram signals for cardiac abnormalities: state-of-the-art and future challenges	27
How to tune the RBF SVM hyperparameters? An empirical evaluation of 18 search algorithms	27
Generalized Maclaurin symmetric mean aggregation operators based on Archimedean t-norm of the intuitionistic fuzzy soft set information	27
Spider wasp optimizer: a novel meta-heuristic optimization algorithm	27
A survey of inverse reinforcement learning	27
A review of q-rung orthopair fuzzy information: bibliometrics and future directions	26
Analytical review of clustering techniques and proximity measures	26
An extended EDAS approach based on cumulative prospect theory for multiple attributes group decision making with probabilistic hesitant fuzzy information	26
Hybridization of hybrid structures for time series forecasting: a review	26
Chaotic slime mould optimization algorithm for global optimization	25
Deep learning for Alzheimer prediction using brain biomarkers	25
High granular and short term time series forecasting of $$\hbox {PM}_{2.5}$$ air pollutant - a comparative review	25
A survey on information hiding using video steganography	24
Consensus function based on cluster-wise two level clustering	24
Study of automatic text summarization approaches in different languages	24
Overview of behavior recognition based on deep learning	24
Deep learning approach for facial age classification: a survey of the state-of-the-art	24
Arabic question answering system: a survey	24
An improved moth flame optimization algorithm based on modified dynamic opposite learning strategy	24
Benchmarking lightweight face architectures on specific face recognition scenarios	24
Using artificial intelligence technology to fight COVID-19: a review	24
Persistent-homology-based machine learning: a survey and a comparative study	24
Data clustering: application and trends	24
A review of spam email detection: analysis of spammer strategies and the dataset shift problem	24
Explainable AI for clinical and remote health applications: a survey on tabular and time series data	23
PROMETHEE II method based on variable precision fuzzy rough sets with fuzzy neighborhoods	23
Parameter reduction analysis under interval-valued m-polar fuzzy soft information	23
Deep learning for video object segmentation: a review	23
Deep learning in the stock market—a systematic survey of practice, backtesting, and applications	23
Tutorial on PCA and approximate PCA and approximate kernel PCA	23
A comprehensive survey on NSGA-II for multi-objective optimization and applications	23