Artificial Intelligence Review

Article	Citations
Neurological abnormality detection from electroencephalography data: a review	838
Machine reading comprehension combined with semantic dependency for Chinese zero pronoun resolution	624
Community detection model for dynamic networks based on hidden Markov model and evolutionary algorithm	487
New staircase sinusoidal voltage synthesizer and optimal interval type-2 fuzzy controller for dynamic voltage restorer to compensate voltage disturbances	463
Cognitive motivations and foundations for building intelligent decision-making systems	445
An optimized system of GMDH-ANFIS predictive model by ICA for estimating pile bearing capacity	375
A novel prospect-theory-based three-way decision methodology in multi-scale information systems	324
General optimization procedure of the Hedge-algebras controller for controlling dynamic systems	318
A comprehensive review of the video-to-text problem	312
Survey on aspect detection for aspect-based sentiment analysis	296
Brain works principle followed by neural information processing: a review of novel brain theory	285
Image denoising in the deep learning era	278
Risk assessment of coronary heart disease based on cloud-random forest	270
Attention, please! A survey of neural attention models in deep learning	266
Self-dependence multi-label learning with double k for missing labels	242
Artificial intelligence for suicide assessment using Audiovisual Cues: a review	232
Making accurate object detection at the edge: review and new approach	225
Advanced value iteration for discrete-time intelligent critic control: A survey	217
A survey on computational metaphor processing techniques: from identification, interpretation, generation to application	210
Novel variants of grasshopper optimization algorithm to solve numerical problems and demand side management in smart grids	208
Geometric deep learning and equivariant neural networks	207
Deep learning models and traditional automated techniques for brain tumor segmentation in MRI: a review	206
Feature selection for set-valued data based on D–S evidence theory	202
Model free position-force control of environmental constrained reconfigurable manipulators based on adaptive dynamic programming	198
Weakly supervised discriminate enhancement network for visual sentiment analysis	179

Multi-order texture features for palmprint recognition	169
Data mining-based firefly algorithm for green vehicle routing problem with heterogeneous fleet and refueling constraint	166
Evaluating eXplainable artificial intelligence tools for hard disk drive predictive maintenance	166
Evaluating new energy vehicles by picture fuzzy sets based on sentiment analysis from online reviews	164
A survey of energy-efficient clustering routing protocols for wireless sensor networks based on metaheuristic approaches	163
Adaptive type2-possibilistic C-means clustering and its application to microarray datasets	157
A survey on syntactic processing techniques	155
Uncertainty analysis in document publications using single-valued neutrosophic set and collaborative entropy	155
A Review of multilayer extreme learning machine neural networks	153
Battling voice spoofing: a review, comparative analysis, and generalizability evaluation of state-of-the-art voice spoofing counter measures	153
Huber loss based distributed robust learning algorithm for random vector functional-link network	149
Intelligent energy management systems: a review	144
Trustworthy artificial intelligence in Alzheimer’s disease: state of the art, opportunities, and challenges	141
A systematic review of deep learning based image segmentation to detect polyp	141
Biometrics recognition using deep learning: a survey	139
Monte Carlo Tree Search: a review of recent modifications and applications	139
University admission process: a prescriptive analytics approach	138
Machine learning for leaf disease classification: data, techniques and applications	137
Emotion quantification techniques for cognitive reappraisal: a systematic review and scientometric analysis	136
Crayfish optimization algorithm	134
Swarm intelligence algorithms for multiple unmanned aerial vehicles collaboration: a comprehensive review	132
A survey of the vision transformers and their CNN-transformer based variants	130
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 (	120
Approximate reasoning with aggregation functions satisfying GMP rules	115
From task to evaluation: an automatic text summarization review	111
On the current state of deep learning for news recommendation	107
Artificial intelligence-enabled prediction model of student academic performance in online engineering education	105
Early health prediction framework using XGBoost ensemble algorithm in intelligent environment	104
Feature subset selection for multi-scale neighborhood decision information system via mutual information	98
A systematic literature review on AutoML for multi-target learning tasks	96
A comprehensive review of image analysis methods for microorganism counting: from classical image processing to deep learning approaches	95
Combining deep subspace feature representation based IKPCANet and jointly constraint multi-dictionary learning for facial expression recognition	93
When AI meets store layout design: a review	93
A comprehensive review on Jaya optimization algorithm	93
A hybrid human–AI tool for scientometric analysis	93
A comprehensive review of Binary Neural Network	92
DeepThink IoT: The Strength of Deep Learning in Internet of Things	90
Dimensionality reduced training by pruning and freezing parts of a deep neural network: a survey	88
A chimp-inspired remora optimization algorithm for multilevel thresholding image segmentation using cross entropy	88
A proportional-integral iterative algorithm for time-variant equality-constrained quadratic programming problem with applications	87
PC-IEN: a click-through rate prediction method based on dynamic collaborative personalized interest extraction	86
On the current state of query formulation for book search	86
Feature subset selection for data and feature streams: a review	86
DptOIE: a Portuguese open information extraction based on dependency analysis	86
A survey on personality-aware recommendation systems	84
Artificial intelligence-assisted water quality index determination for healthcare	80
An advanced similarity measure for Pythagorean fuzzy sets and its applications in transportation problem	78
Spherical fuzzy TODIM method for MAGDM integrating cumulative prospect theory and CRITIC method and its application to commercial insurance selection	76
nmODE: neural memory ordinary differential equation	76
A survey, taxonomy and progress evaluation of three decades of swarm optimisation	75

An analysis of graph convolutional networks and recent datasets for visual question answering	75
Machine learning and deep learning techniques for the analysis of heart disease: a systematic literature review, open challenges and future directions	74
Unsupervised concept drift detection for multi-label data streams	73
Additive consistency exploration of linguistic preference relations with self-confidence	73
A review of convolutional neural network architectures and their optimizations	73
Detecting Persian speaker-independent voice commands based on LSTM and ontology in communicating with the smart home appliances	72
Medical image data augmentation: techniques, comparisons and interpretations	72
Literature review on Intention Mining-oriented Process Mining in information system	71
Interpretable decision trees through MaxSAT	70
An active deep learning method for diabetic retinopathy detection in segmented fundus images using artificial bee colony algorithm	70
Recent trends in distributed production network scheduling problem	70
A new intuitionistic fuzzy best worst method for deriving weight vector of criteria and its application	69
Construction of multivalued cryptographic boolean function using recurrent neural network and its application in image encryption scheme	69
An effective and efficient broad-based ensemble learning model for moderate-large scale image recognition	68
Hybrid group decision-making technique under spherical fuzzy N-soft expert sets	68
A review: development of named entity recognition (NER) technology for aeronautical information intelligence	66
A state of art review on applications of multi-objective evolutionary algorithms in chemicals production reactors	66
Cancer diagnosis using artificial intelligence: a review	65
Manifold transfer subspace learning based on double relaxed discriminative regression	65
An IoT based smart menstrual cup using optimized adaptive CNN model for effective menstrual hygiene management	65
Application of artificial intelligence technology in the field of orthopedics: a narrative review	64
Machine and deep learning for longitudinal biomedical data: a review of methods and applications	61
A survey on the use of association rules mining techniques in textual social media	61
A systematic review of the use of topic models for short text social media analysis	61
Explainable AI for clinical and remote health applications: a survey on tabular and time series data	61
Application of machine learning methods in fault detection and classification of power transmission lines: a survey	61
Deep learning for compressive sensing: a ubiquitous systems perspective	61
Advanced artificial intelligence system by intuitionistic fuzzy $$\Gamma$$-subring for automotive robotic manufacturing	60
Deep multiagent reinforcement learning: challenges and directions	60
Autonomous learning for fuzzy systems: a review	60
Arabic natural language processing for Qur’anic research: a systematic review	60
Multi-source deep transfer learning algorithm based on feature alignment	59
Deep learning on multi-view sequential data: a survey	58
Fotomics: fourier transform-based omics imagification for deep learning-based cell-identity mapping using single-cell omics profiles	57
Classification of spinal curvature types using radiography images: deep learning versus classical methods	56
Time series forecasting using fuzzy cognitive maps: a survey	55
Privacy-preserving data (stream) mining techniques and their impact on data mining accuracy: a systematic literature review	55
Heterogeneous graph neural networks analysis: a survey of techniques, evaluations and applications	55
A hybrid approach combining AHP with TODIM for blockchain technology provider selection under the Pythagorean fuzzy scenario	54
A systematic review for class-imbalance in semi-supervised learning	54
Incorporating Q-learning and gradient search scheme into JAYA algorithm for global optimization	53
An external archive guided Harris Hawks optimization using strengthened dominance relation for multi-objective optimization problems	53
Quantum-inspired metaheuristic algorithms: comprehensive survey and classification	52
Transition of traditional method to deep learning based computer-aided system for breast cancer using Automated Breast Ultrasound System (ABUS) images: a review	52
Artificial glial cells in artificial neuronal networks: a systematic review	52
Optimal energy management in EVCS and distribution system considering QoS using hybrid technique	51
Deep neural network pruning method based on sensitive layers and reinforcement learning	51
A comparative study of multi-objective optimization algorithms for sparse signal reconstruction	51
Time expression recognition and normalization: a survey	51
Some new product operations of T-spherical fuzzy graphs and an application of T-spherical fuzzy graphs in MCGDM	51
Neural attention for image captioning: review of outstanding methods	50
Internet of Low-Altitude UAVs (IoLoUA): a methodical modeling on integration of Internet of “Things” with “UAV” possibilities and tests	50
Gradient leakage attacks in federated learning	50
Time-series dynamic three-way group decision-making model and its application in TCM efficacy evaluation	49
Natural language processing for Nepali text: a review	49
Smart farming prediction models for precision agriculture: a comprehensive survey	48
Recent advances of deep learning algorithms for aquacultural machine vision systems with emphasis on fish	48
A survey on multi-objective hyperparameter optimization algorithms for machine learning	48
A comprehensive survey on image captioning: from handcrafted to deep learning-based techniques, a taxonomy and open research issues	48
Recent advances in decision trees: an updated survey	48
Development and use of a convolutional neural network for hierarchical appearance-based localization	47
A survey on narrative extraction from textual data	47
Logic programming for deliberative robotic task planning	47
Multiple criteria decision analytic methods in management with T-spherical fuzzy information	47
Soft computing techniques for biomedical data analysis: open issues and challenges	47
Image embedding for denoising generative models	46
Deep learning based single sample face recognition: a survey	45
An adaptive spatio-temporal neural network for PM2.5 concentration forecasting	44
Hierarchical few-shot learning based on coarse- and fine-grained relation network	44
Diabetes subtypes classification for personalized health care: A review	44
A comprehensive survey on the sine–cosine optimization algorithm	44
An innovative time-varying particle swarm-based Salp algorithm for intrusion detection system and large-scale global optimization problems	43
A multi-factor two-stage deep integration model for stock price prediction based on intelligent optimization and feature clustering	43
Knowledge discovery and variable scale evaluation for long series data	42
Hybrid chimp optimization algorithm for degree reduction of ball Said–Ball curves	42
A review of platforms for simulating embodied agents in 3D virtual environments	42
A complete framework for accurate recognition and prognosis of COVID-19 patients based on deep transfer learning and feature classification approach	41
A review of the literature on fuzzy-logic approaches for collision-free path planning of manipulator robots	41
State-of-the-art review of machine learning and optimization algorithms applications in environmental effects of blasting	41
A picture fuzzy evaluation framework based on a novel approach incorporating bidirectional projection measures and the VIKOR method	40

Computational methods for studying relationship between nutritional status and respiratory viral diseases: a systematic review	39
Comprehensive survey on hierarchical clustering algorithms and the recent developments	39
Data clustering: application and trends	39
Concept of hidden classes in pattern classification	38
ESOA-HGRU: egret swarm optimization algorithm-based hybrid gated recurrent unit for classification of diabetic retinopathy	38
Bimatrix games under dense fuzzy environment and its application to natural disaster management	38
Advantage matrix: two novel multi-attribute decision-making methods and their applications	37
Mathematical modeling and simulation of multi-focus image fusion techniques using the effect of image enhancement criteria: a systematic review and performance evaluation	37
A multi-population evolutionary algorithm for multi-objective constrained portfolio optimization problem	37
Explainable recommendations with nonnegative matrix factorization	37
Low-carbon cities comprehensive evaluation method based on Fermatean fuzzy hybrid distance measure and TOPSIS	36
Secure video communication using firefly optimization and visual cryptography	36
Deep reinforcement learning in computer vision: a comprehensive survey	36
A trilevel analysis of uncertainty measuresin partition-based granular computing	36
Human activity recognition in artificial intelligence framework: a narrative review	36
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	36
Safety-critical computer vision: an empirical survey of adversarial evasion attacks and defenses on computer vision systems	36
An introduction to grey causal modelling (GCM): applications to manufacturing, supply chains, resilience, and sustainability	35
Survey on video anomaly detection in dynamic scenes with moving cameras	35
Bartletts principal regressive and arbitrary African buffalo optimizatized three-dimensional protein structure prediction	35
Hierarchical classification of data streams: a systematic literature review	35
Conflict detection and elimination integrating agent’s influence and conflict coefficient with incomplete trust relationship	34
Matrix-based fast granularity reduction algorithm of multi-granulation rough set	34
Uncertainty measurement of partially labeled categorical data with application to semi-supervised attribute reduction	34
Setback in ranking fuzzy numbers: a study in fuzzy risk analysis in diabetes prediction	34
Using artificial intelligence technology to fight COVID-19: a review	34
H1DBi-R Net: Hybrid 1D Bidirectional RNN for Efficient Diabetic Retinopathy Detection and Classification	34
Chaotic electromagnetic field optimization	34
Developments in the detection of diabetic retinopathy: a state-of-the-art review of computer-aided diagnosis and machine learning methods	33
Evaluating conversational recommender systems	33
A survey of Bayesian Network structure learning	32
Survey on sentiment analysis: evolution of research methods and topics	32
A review of artificial intelligence methods for engineering prognostics and health management with implementation guidelines	32
Intelligent techniques in e-learning: a literature review	31
Population reduction with individual similarity for differential evolution	31
Optimized decomposition and two-step nonlinear integration model with error correction strategy coupled interval prediction for digital currency price forecast	31
Multi-knowledge resources-based semantic similarity models with application for movie recommender system	31
SCL-SKG: software knowledge extraction with span-level contrastive learning	31
Unsupervised learning in images and audio to produce neural receptive fields: a primer and accessible notebook	31
LT-SMF: long term stock market price trend prediction using optimal hybrid machine learning technique	31
Nuclei and glands instance segmentation in histology images: a narrative review	30
A new hyper-heuristic based on ant lion optimizer and Tabu search algorithm for replica management in cloud environment	30
Review on chest pathogies detection systems using deep learning techniques	30
Secure trust aware multi-objective routing protocol based on battle competitive swarm optimization in IoT	30
Knowledge representation and reasoning using fuzzy Petri nets: a literature review and bibliometric analysis	30
From multi-view data features to clusters: a unified approach	29
When CCN meets MCGDM: optimal cache replacement policy achieved by PRSRV with Pythagorean fuzzy set pair analysis	29
Multi-strategy adaptive cuckoo search algorithm for numerical optimization	29
A comparison of vector symbolic architectures	29
Gift: granularity over specific-class for feature selection	29
Attention-based neural joint source-channel coding of text for point to point and broadcast channel	29
Medical instrument detection in ultrasound: a review	29
Short text topic modelling approaches in the context of big data: taxonomy, survey, and analysis	28
Non-rigid point set registration: recent trends and challenges	28
Incremental learning with neural networks for computer vision: a survey	28
A state-of-the-art survey of object detection techniques in microorganism image analysis: from classical methods to deep learning approaches	28
Weakly-supervised learning method for the recognition of potato leaf diseases	28
Detection of cross-site scripting (XSS) attacks using machine learning techniques: a review	28
Three-way decision model under a large-scale group decision-making environment with detecting and managing non-cooperative behaviors in consensus reaching process	28
Implementing bargaining game-based fuzzy cognitive map and mixed-motive games for group decisions in the healthcare supplier selection	27
Recent advances in deep learning based dialogue systems: a systematic survey	27
A survey on artificial intelligence techniques for security event correlation: models, challenges, and opportunities	27
An SOA-RBFNN approach for the system modelling of optimal energy management in grid-connected smart grid system	27
Implementation of single-valued neutrosophic soft hypergraphs on human nervous system	27
Quantum case-based reasoning (qCBR)	27
A three-way decision method with tolerance dominance relations in decision information systems	27
Multiple attributes group decision-making based on trigonometric operators, particle swarm optimization and complex intuitionistic fuzzy values	27
A review of spam email detection: analysis of spammer strategies and the dataset shift problem	27
ADABA: improving the balancing between runtime and accuracy in a new distributed version of the alpha–beta algorithm	27
MISO hierarchical inference engine satisfying the law of importation with aggregation functions	27
Convolutional network fabric pruning with label noise	27
Towards hybrid over- and under-sampling combination methods for class imbalanced datasets: an experimental study	26
Automatic recognition of woven fabric structural parameters: a review	26
Recent advances in the application of deep learning for fault diagnosis of rotating machinery using vibration signals	26
3D point cloud descriptors: state-of-the-art	26
A survey of inverse reinforcement learning	26
A Survey on ensemble learning under the era of deep learning	26
Radiomics and artificial intelligence in breast imaging: a survey	26
Explainable artificial intelligence: a comprehensive review	26
A comprehensive survey on NSGA-II for multi-objective optimization and applications	26
Aspect-based sentiment analysis: an overview in the use of Arabic language	25
Unbalanced double hierarchy linguistic group decision-making method based on SWARA and S-ARAS for multiple attribute group decision-making problems	25
Improved grey wolf optimizer based on opposition and quasi learning approaches for optimization: case study autonomous vehicle including vision system	25
Multicriteria group decision making via generalized trapezoidal intuitionistic fuzzy number-based novel similarity measure and its application to diverse COVID-19 scenarios	25
Physical laws meet machine intelligence: current developments and future directions	25
A systematic review of applications of natural language processing and future challenges with special emphasis in text-based emotion detection	25
Granular reduction in formal fuzzy contexts: graph representation, graph approach and its algorithm	25
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	25
Cross-domain decision making based on TrAdaBoost for diagnosis of breast lesions	25
Preparation process and performance of polyurethane modified bitumen investigated using machine learning algorithm	25
Image data hiding schemes based on metaheuristic optimization: a review	25
Exploring the knowledge diffusion and research front of OWA operator: a main path analysis	24
Reliability intelligence analysis of concrete arch bridge based on Kriging model and PSOSA hybrid algorithm	24
Disentangling causality: assumptions in causal discovery and inference	24
The intelligent critic framework for advanced optimal control	24