Artificial Intelligence Review

Article	Citations
Self-dependence multi-label learning with double k for missing labels	1033
Cognitive motivations and foundations for building intelligent decision-making systems	856
A novel prospect-theory-based three-way decision methodology in multi-scale information systems	723
Image denoising in the deep learning era	553
Brain works principle followed by neural information processing: a review of novel brain theory	534
General optimization procedure of the Hedge-algebras controller for controlling dynamic systems	530
Machine reading comprehension combined with semantic dependency for Chinese zero pronoun resolution	526
Community detection model for dynamic networks based on hidden Markov model and evolutionary algorithm	495
Survey on aspect detection for aspect-based sentiment analysis	474
New staircase sinusoidal voltage synthesizer and optimal interval type-2 fuzzy controller for dynamic voltage restorer to compensate voltage disturbances	401
Data mining-based firefly algorithm for green vehicle routing problem with heterogeneous fleet and refueling constraint	357
Evaluating new energy vehicles by picture fuzzy sets based on sentiment analysis from online reviews	354
Model free position-force control of environmental constrained reconfigurable manipulators based on adaptive dynamic programming	335
Geometric deep learning and equivariant neural networks	325
Advanced value iteration for discrete-time intelligent critic control: A survey	312
A survey on computational metaphor processing techniques: from identification, interpretation, generation to application	300
Weakly supervised discriminate enhancement network for visual sentiment analysis	300
Novel variants of grasshopper optimization algorithm to solve numerical problems and demand side management in smart grids	299
Multi-order texture features for palmprint recognition	287
A survey of energy-efficient clustering routing protocols for wireless sensor networks based on metaheuristic approaches	256
Deep learning models and traditional automated techniques for brain tumor segmentation in MRI: a review	255
Feature selection for set-valued data based on D–S evidence theory	243
Artificial intelligence for suicide assessment using Audiovisual Cues: a review	234
Trustworthy artificial intelligence in Alzheimer’s disease: state of the art, opportunities, and challenges	230
Evaluating eXplainable artificial intelligence tools for hard disk drive predictive maintenance	230

University admission process: a prescriptive analytics approach	226
Adaptive type2-possibilistic C-means clustering and its application to microarray datasets	214
A Review of multilayer extreme learning machine neural networks	210
Biometrics recognition using deep learning: a survey	205
Emotion quantification techniques for cognitive reappraisal: a systematic review and scientometric analysis	196
Huber loss based distributed robust learning algorithm for random vector functional-link network	190
Machine learning for leaf disease classification: data, techniques and applications	184
Uncertainty analysis in document publications using single-valued neutrosophic set and collaborative entropy	174
A systematic review of deep learning based image segmentation to detect polyp	172
Intelligent energy management systems: a review	164
Battling voice spoofing: a review, comparative analysis, and generalizability evaluation of state-of-the-art voice spoofing counter measures	159
Swarm intelligence algorithms for multiple unmanned aerial vehicles collaboration: a comprehensive review	159
Monte Carlo Tree Search: a review of recent modifications and applications	155
A survey of the vision transformers and their CNN-transformer based variants	151
Crayfish optimization algorithm	148
On the current state of deep learning for news recommendation	142
A survey on syntactic processing techniques	142
Combining deep subspace feature representation based IKPCANet and jointly constraint multi-dictionary learning for facial expression recognition	140
Dimensionality reduced training by pruning and freezing parts of a deep neural network: a survey	138
A chimp-inspired remora optimization algorithm for multilevel thresholding image segmentation using cross entropy	137
A proportional-integral iterative algorithm for time-variant equality-constrained quadratic programming problem with applications	134
A systematic literature review on AutoML for multi-target learning tasks	128
Early health prediction framework using XGBoost ensemble algorithm in intelligent environment	126
DeepThink IoT: The Strength of Deep Learning in Internet of Things	120
Artificial intelligence-enabled prediction model of student academic performance in online engineering education	113
Feature subset selection for multi-scale neighborhood decision information system via mutual information	112
From task to evaluation: an automatic text summarization review	111
A comprehensive review of Binary Neural Network	110
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 (	108
A hybrid human–AI tool for scientometric analysis	107
A comprehensive review on Jaya optimization algorithm	103
PC-IEN: a click-through rate prediction method based on dynamic collaborative personalized interest extraction	100
On the current state of query formulation for book search	98
An advanced similarity measure for Pythagorean fuzzy sets and its applications in transportation problem	97
Machine learning and deep learning techniques for the analysis of heart disease: a systematic literature review, open challenges and future directions	96
Spherical fuzzy TODIM method for MAGDM integrating cumulative prospect theory and CRITIC method and its application to commercial insurance selection	96
Unsupervised concept drift detection for multi-label data streams	96
DptOIE: a Portuguese open information extraction based on dependency analysis	96
nmODE: neural memory ordinary differential equation	92
Feature subset selection for data and feature streams: a review	92
Medical image data augmentation: techniques, comparisons and interpretations	91
A review of convolutional neural network architectures and their optimizations	90
An effective and efficient broad-based ensemble learning model for moderate-large scale image recognition	89
Artificial intelligence-assisted water quality index determination for healthcare	89
An IoT based smart menstrual cup using optimized adaptive CNN model for effective menstrual hygiene management	89
Literature review on Intention Mining-oriented Process Mining in information system	89
Construction of multivalued cryptographic boolean function using recurrent neural network and its application in image encryption scheme	87
A state of art review on applications of multi-objective evolutionary algorithms in chemicals production reactors	82
Interpretable decision trees through MaxSAT	81
Application of artificial intelligence technology in the field of orthopedics: a narrative review	81

Deep learning for compressive sensing: a ubiquitous systems perspective	80
Detecting Persian speaker-independent voice commands based on LSTM and ontology in communicating with the smart home appliances	80
Arabic natural language processing for Qur’anic research: a systematic review	77
Manifold transfer subspace learning based on double relaxed discriminative regression	77
A systematic review of the use of topic models for short text social media analysis	76
A new intuitionistic fuzzy best worst method for deriving weight vector of criteria and its application	76
Autonomous learning for fuzzy systems: a review	76
A survey on the use of association rules mining techniques in textual social media	76
Deep multiagent reinforcement learning: challenges and directions	75
Application of machine learning methods in fault detection and classification of power transmission lines: a survey	73
Machine and deep learning for longitudinal biomedical data: a review of methods and applications	72
Multi-source deep transfer learning algorithm based on feature alignment	71
Explainable AI for clinical and remote health applications: a survey on tabular and time series data	71
A review: development of named entity recognition (NER) technology for aeronautical information intelligence	71
Advanced artificial intelligence system by intuitionistic fuzzy $$\Gamma$$-subring for automotive robotic manufacturing	71
An active deep learning method for diabetic retinopathy detection in segmented fundus images using artificial bee colony algorithm	71
Classification of spinal curvature types using radiography images: deep learning versus classical methods	70
An external archive guided Harris Hawks optimization using strengthened dominance relation for multi-objective optimization problems	70
Fotomics: fourier transform-based omics imagification for deep learning-based cell-identity mapping using single-cell omics profiles	69
Deep learning on multi-view sequential data: a survey	68
Quantum-inspired metaheuristic algorithms: comprehensive survey and classification	67
Incorporating Q-learning and gradient search scheme into JAYA algorithm for global optimization	67
Time series forecasting using fuzzy cognitive maps: a survey	67
A systematic review for class-imbalance in semi-supervised learning	67
Heterogeneous graph neural networks analysis: a survey of techniques, evaluations and applications	66
Privacy-preserving data (stream) mining techniques and their impact on data mining accuracy: a systematic literature review	66
Smart farming prediction models for precision agriculture: a comprehensive survey	65
A survey on multi-objective hyperparameter optimization algorithms for machine learning	65
Deep neural network pruning method based on sensitive layers and reinforcement learning	65
Gradient leakage attacks in federated learning	62
A comprehensive survey on image captioning: from handcrafted to deep learning-based techniques, a taxonomy and open research issues	62
Time expression recognition and normalization: a survey	61
Some new product operations of T-spherical fuzzy graphs and an application of T-spherical fuzzy graphs in MCGDM	59
Optimal energy management in EVCS and distribution system considering QoS using hybrid technique	59
Artificial glial cells in artificial neuronal networks: a systematic review	58
Time-series dynamic three-way group decision-making model and its application in TCM efficacy evaluation	56
Transition of traditional method to deep learning based computer-aided system for breast cancer using Automated Breast Ultrasound System (ABUS) images: a review	56
Internet of Low-Altitude UAVs (IoLoUA): a methodical modeling on integration of Internet of “Things” with “UAV” possibilities and tests	56
Recent advances in decision trees: an updated survey	55
A survey on narrative extraction from textual data	55
Knowledge discovery and variable scale evaluation for long series data	54
Multiple criteria decision analytic methods in management with T-spherical fuzzy information	54
Hybrid chimp optimization algorithm for degree reduction of ball Said–Ball curves	54
Hierarchical few-shot learning based on coarse- and fine-grained relation network	52
Diabetes subtypes classification for personalized health care: A review	52
Soft computing techniques for biomedical data analysis: open issues and challenges	51
A multi-factor two-stage deep integration model for stock price prediction based on intelligent optimization and feature clustering	51
State-of-the-art review of machine learning and optimization algorithms applications in environmental effects of blasting	50
An innovative time-varying particle swarm-based Salp algorithm for intrusion detection system and large-scale global optimization problems	50
Logic programming for deliberative robotic task planning	49
Deep learning based single sample face recognition: a survey	49
A picture fuzzy evaluation framework based on a novel approach incorporating bidirectional projection measures and the VIKOR method	48
A review of platforms for simulating embodied agents in 3D virtual environments	48
Image embedding for denoising generative models	48
A review of the literature on fuzzy-logic approaches for collision-free path planning of manipulator robots	47
A comprehensive survey on the sine–cosine optimization algorithm	47
Comprehensive survey on hierarchical clustering algorithms and the recent developments	46
An adaptive spatio-temporal neural network for PM2.5 concentration forecasting	46
Data clustering: application and trends	46
Concept of hidden classes in pattern classification	45
Bimatrix games under dense fuzzy environment and its application to natural disaster management	45
Computational methods for studying relationship between nutritional status and respiratory viral diseases: a systematic review	45
A multi-population evolutionary algorithm for multi-objective constrained portfolio optimization problem	45
Safety-critical computer vision: an empirical survey of adversarial evasion attacks and defenses on computer vision systems	44
Mathematical modeling and simulation of multi-focus image fusion techniques using the effect of image enhancement criteria: a systematic review and performance evaluation	43
Bartletts principal regressive and arbitrary African buffalo optimizatized three-dimensional protein structure prediction	43
Low-carbon cities comprehensive evaluation method based on Fermatean fuzzy hybrid distance measure and TOPSIS	43
H1DBi-R Net: Hybrid 1D Bidirectional RNN for Efficient Diabetic Retinopathy Detection and Classification	43
Explainable recommendations with nonnegative matrix factorization	43
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	43
ESOA-HGRU: egret swarm optimization algorithm-based hybrid gated recurrent unit for classification of diabetic retinopathy	43
An introduction to grey causal modelling (GCM): applications to manufacturing, supply chains, resilience, and sustainability	42
Matrix-based fast granularity reduction algorithm of multi-granulation rough set	42
Setback in ranking fuzzy numbers: a study in fuzzy risk analysis in diabetes prediction	42
Survey on video anomaly detection in dynamic scenes with moving cameras	42
Conflict detection and elimination integrating agent’s influence and conflict coefficient with incomplete trust relationship	41
Uncertainty measurement of partially labeled categorical data with application to semi-supervised attribute reduction	41
Chaotic electromagnetic field optimization	41
Intelligent techniques in e-learning: a literature review	41
A review of artificial intelligence methods for engineering prognostics and health management with implementation guidelines	41

Evaluating conversational recommender systems	40
A survey of Bayesian Network structure learning	40
LT-SMF: long term stock market price trend prediction using optimal hybrid machine learning technique	39
A new hyper-heuristic based on ant lion optimizer and Tabu search algorithm for replica management in cloud environment	39
Multi-knowledge resources-based semantic similarity models with application for movie recommender system	39
Survey on sentiment analysis: evolution of research methods and topics	39
SCL-SKG: software knowledge extraction with span-level contrastive learning	39
Secure trust aware multi-objective routing protocol based on battle competitive swarm optimization in IoT	39
Population reduction with individual similarity for differential evolution	38
Nuclei and glands instance segmentation in histology images: a narrative review	38
Knowledge representation and reasoning using fuzzy Petri nets: a literature review and bibliometric analysis	38
Review on chest pathogies detection systems using deep learning techniques	37
Detection of cross-site scripting (XSS) attacks using machine learning techniques: a review	37
Gift: granularity over specific-class for feature selection	37
Weakly-supervised learning method for the recognition of potato leaf diseases	36
Medical instrument detection in ultrasound: a review	36
Short text topic modelling approaches in the context of big data: taxonomy, survey, and analysis	36
From multi-view data features to clusters: a unified approach	36
Non-rigid point set registration: recent trends and challenges	36
Multi-strategy adaptive cuckoo search algorithm for numerical optimization	35
A review of spam email detection: analysis of spammer strategies and the dataset shift problem	34
A state-of-the-art survey of object detection techniques in microorganism image analysis: from classical methods to deep learning approaches	34
Recent advances in deep learning based dialogue systems: a systematic survey	34
Implementation of single-valued neutrosophic soft hypergraphs on human nervous system	34
Quantum case-based reasoning (qCBR)	34
Incremental learning with neural networks for computer vision: a survey	34
Implementing bargaining game-based fuzzy cognitive map and mixed-motive games for group decisions in the healthcare supplier selection	33
Convolutional network fabric pruning with label noise	33
A three-way decision method with tolerance dominance relations in decision information systems	33
Radiomics and artificial intelligence in breast imaging: a survey	33
ADABA: improving the balancing between runtime and accuracy in a new distributed version of the alpha–beta algorithm	33
A survey on artificial intelligence techniques for security event correlation: models, challenges, and opportunities	32
MISO hierarchical inference engine satisfying the law of importation with aggregation functions	32
Multiple attributes group decision-making based on trigonometric operators, particle swarm optimization and complex intuitionistic fuzzy values	32
An SOA-RBFNN approach for the system modelling of optimal energy management in grid-connected smart grid system	32
Recent advances in the application of deep learning for fault diagnosis of rotating machinery using vibration signals	31
A Survey on ensemble learning under the era of deep learning	31
Multicriteria group decision making via generalized trapezoidal intuitionistic fuzzy number-based novel similarity measure and its application to diverse COVID-19 scenarios	31
3D point cloud descriptors: state-of-the-art	31
A comprehensive survey on NSGA-II for multi-objective optimization and applications	31
Cross-domain decision making based on TrAdaBoost for diagnosis of breast lesions	30
Preparation process and performance of polyurethane modified bitumen investigated using machine learning algorithm	30
Unbalanced double hierarchy linguistic group decision-making method based on SWARA and S-ARAS for multiple attribute group decision-making problems	30
Granular reduction in formal fuzzy contexts: graph representation, graph approach and its algorithm	30
A systematic review of applications of natural language processing and future challenges with special emphasis in text-based emotion detection	29
Aspect-based sentiment analysis: an overview in the use of Arabic language	29
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	29
Image data hiding schemes based on metaheuristic optimization: a review	29
Physical laws meet machine intelligence: current developments and future directions	28
Artificial intelligence for template-free protein structure prediction: a comprehensive review	28
Exploring the knowledge diffusion and research front of OWA operator: a main path analysis	28
Evolved distance measures for circular intuitionistic fuzzy sets and their exploitation in the technique for order preference by similarity to ideal solutions	28
A systematic review of deep learning-based cervical cytology screening: from cell identification to whole slide image analysis	27
Disentangling causality: assumptions in causal discovery and inference	27
An improved TOPSIS method for multi-criteria decision making based on hesitant fuzzy β neighborhood	27
Hardware implementation of SLAM algorithms: a survey on implementation approaches and platforms	27
RG-NBEO: a ReliefF guided novel binary equilibrium optimizer with opposition-based S-shaped and V-shaped transfer functions for feature selection	27
Predicting the compressive strength of eco-friendly and normal concretes using hybridized fuzzy inference system and particle swarm optimization algorithm	27
SAR-BSO meta-heuristic hybridization for feature selection and classification using DBNover stream data	26
A survey of long short term memory and its associated models in sustainable wind energy predictive analytics	26
Reliability intelligence analysis of concrete arch bridge based on Kriging model and PSOSA hybrid algorithm	25
Failure mode and effect analysis approach considering risk attitude of dynamic reference point cumulative prospect theory in uncertainty contexts	25
Global bibliometric mapping of the frontier of knowledge in the field of artificial intelligence for the period 1990–2019	25
Review and analysis of synthetic dataset generation methods and techniques for application in computer vision	25
The goat search algorithms	25
An efficient approach to attribute reductions of quantitative dominance-based neighborhood rough sets based on graded information granules	25
Exponential distribution optimizer (EDO): a novel math-inspired algorithm for global optimization and engineering problems	25
Data quality issues in software fault prediction: a systematic literature review	25
A systematic review of federated learning from clients’ perspective: challenges and solutions	25
Automatic targetless LiDAR–camera calibration: a survey	25
Efficient data interpretation and artificial intelligence enabled IoT based smart sensing system	25
Forty years of color quantization: a modern, algorithmic survey	25