Artificial Intelligence Review

Article	Citations
Self-dependence multi-label learning with double k for missing labels	1190
New staircase sinusoidal voltage synthesizer and optimal interval type-2 fuzzy controller for dynamic voltage restorer to compensate voltage disturbances	988
General optimization procedure of the Hedge-algebras controller for controlling dynamic systems	878
Community detection model for dynamic networks based on hidden Markov model and evolutionary algorithm	655
Brain works principle followed by neural information processing: a review of novel brain theory	627
Machine reading comprehension combined with semantic dependency for Chinese zero pronoun resolution	622
Survey on aspect detection for aspect-based sentiment analysis	601
Cognitive motivations and foundations for building intelligent decision-making systems	569
Image denoising in the deep learning era	522
A novel prospect-theory-based three-way decision methodology in multi-scale information systems	444
Model free position-force control of environmental constrained reconfigurable manipulators based on adaptive dynamic programming	411
Data mining-based firefly algorithm for green vehicle routing problem with heterogeneous fleet and refueling constraint	408
A survey of energy-efficient clustering routing protocols for wireless sensor networks based on metaheuristic approaches	352
Novel variants of grasshopper optimization algorithm to solve numerical problems and demand side management in smart grids	340
Evaluating eXplainable artificial intelligence tools for hard disk drive predictive maintenance	336
Feature selection for set-valued data based on D–S evidence theory	329
Deep learning models and traditional automated techniques for brain tumor segmentation in MRI: a review	325
Geometric deep learning and equivariant neural networks	303
Advanced value iteration for discrete-time intelligent critic control: A survey	299
Artificial intelligence for suicide assessment using Audiovisual Cues: a review	283
A survey on computational metaphor processing techniques: from identification, interpretation, generation to application	277
Battling voice spoofing: a review, comparative analysis, and generalizability evaluation of state-of-the-art voice spoofing counter measures	262
Intelligent energy management systems: a review	259
A Review of multilayer extreme learning machine neural networks	242
Huber loss based distributed robust learning algorithm for random vector functional-link network	233

Adaptive type2-possibilistic C-means clustering and its application to microarray datasets	214
Emotion quantification techniques for cognitive reappraisal: a systematic review and scientometric analysis	206
University admission process: a prescriptive analytics approach	201
Machine learning for leaf disease classification: data, techniques and applications	199
Uncertainty analysis in document publications using single-valued neutrosophic set and collaborative entropy	185
A systematic review of deep learning based image segmentation to detect polyp	182
Swarm intelligence algorithms for multiple unmanned aerial vehicles collaboration: a comprehensive review	181
A survey of the vision transformers and their CNN-transformer based variants	179
Trustworthy artificial intelligence in Alzheimer’s disease: state of the art, opportunities, and challenges	177
A survey on syntactic processing techniques	174
Biometrics recognition using deep learning: a survey	172
Crayfish optimization algorithm	170
Combining deep subspace feature representation based IKPCANet and jointly constraint multi-dictionary learning for facial expression recognition	169
A proportional-integral iterative algorithm for time-variant equality-constrained quadratic programming problem with applications	162
A systematic literature review on AutoML for multi-target learning tasks	154
From task to evaluation: an automatic text summarization review	153
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 (	145
Feature subset selection for multi-scale neighborhood decision information system via mutual information	142
Dimensionality reduced training by pruning and freezing parts of a deep neural network: a survey	141
Artificial intelligence-enabled prediction model of student academic performance in online engineering education	140
DeepThink IoT: The Strength of Deep Learning in Internet of Things	124
A hybrid human–AI tool for scientometric analysis	123
A comprehensive review on Jaya optimization algorithm	121
Early health prediction framework using XGBoost ensemble algorithm in intelligent environment	120
A comprehensive review of Binary Neural Network	113
A chimp-inspired remora optimization algorithm for multilevel thresholding image segmentation using cross entropy	112
PC-IEN: a click-through rate prediction method based on dynamic collaborative personalized interest extraction	110
DptOIE: a Portuguese open information extraction based on dependency analysis	109
Artificial intelligence-assisted water quality index determination for healthcare	105
Feature subset selection for data and feature streams: a review	104
Machine learning and deep learning techniques for the analysis of heart disease: a systematic literature review, open challenges and future directions	104
On the current state of query formulation for book search	103
Spherical fuzzy TODIM method for MAGDM integrating cumulative prospect theory and CRITIC method and its application to commercial insurance selection	103
An advanced similarity measure for Pythagorean fuzzy sets and its applications in transportation problem	103
Medical image data augmentation: techniques, comparisons and interpretations	101
nmODE: neural memory ordinary differential equation	96
An effective and efficient broad-based ensemble learning model for moderate-large scale image recognition	95
Application of artificial intelligence technology in the field of orthopedics: a narrative review	94
An IoT based smart menstrual cup using optimized adaptive CNN model for effective menstrual hygiene management	93
Detecting Persian speaker-independent voice commands based on LSTM and ontology in communicating with the smart home appliances	93
Construction of multivalued cryptographic boolean function using recurrent neural network and its application in image encryption scheme	90
Manifold transfer subspace learning based on double relaxed discriminative regression	89
Literature review on Intention Mining-oriented Process Mining in information system	89
Arabic natural language processing for Qur’anic research: a systematic review	86
Deep learning for compressive sensing: a ubiquitous systems perspective	84
A new intuitionistic fuzzy best worst method for deriving weight vector of criteria and its application	83
A systematic review of the use of topic models for short text social media analysis	83
Machine and deep learning for longitudinal biomedical data: a review of methods and applications	83
Application of machine learning methods in fault detection and classification of power transmission lines: a survey	80
Explainable AI for clinical and remote health applications: a survey on tabular and time series data	80

Interpretable decision trees through MaxSAT	79
Autonomous learning for fuzzy systems: a review	79
Deep multiagent reinforcement learning: challenges and directions	78
An active deep learning method for diabetic retinopathy detection in segmented fundus images using artificial bee colony algorithm	78
Advanced artificial intelligence system by intuitionistic fuzzy $$\Gamma$$-subring for automotive robotic manufacturing	78
Classification of spinal curvature types using radiography images: deep learning versus classical methods	77
Time series forecasting using fuzzy cognitive maps: a survey	77
Multi-source deep transfer learning algorithm based on feature alignment	77
A systematic review for class-imbalance in semi-supervised learning	77
Heterogeneous graph neural networks analysis: a survey of techniques, evaluations and applications	71
Privacy-preserving data (stream) mining techniques and their impact on data mining accuracy: a systematic literature review	71
Fotomics: fourier transform-based omics imagification for deep learning-based cell-identity mapping using single-cell omics profiles	71
Deep learning on multi-view sequential data: a survey	71
Incorporating Q-learning and gradient search scheme into JAYA algorithm for global optimization	69
Quantum-inspired metaheuristic algorithms: comprehensive survey and classification	68
Smart farming prediction models for precision agriculture: a comprehensive survey	67
A comprehensive survey on image captioning: from handcrafted to deep learning-based techniques, a taxonomy and open research issues	66
Artificial glial cells in artificial neuronal networks: a systematic review	64
Deep neural network pruning method based on sensitive layers and reinforcement learning	64
Transition of traditional method to deep learning based computer-aided system for breast cancer using Automated Breast Ultrasound System (ABUS) images: a review	62
Gradient leakage attacks in federated learning	61
Time-series dynamic three-way group decision-making model and its application in TCM efficacy evaluation	61
Time expression recognition and normalization: a survey	60
Optimal energy management in EVCS and distribution system considering QoS using hybrid technique	60
A survey on multi-objective hyperparameter optimization algorithms for machine learning	59
A survey on narrative extraction from textual data	58
Recent advances in decision trees: an updated survey	58
Some new product operations of T-spherical fuzzy graphs and an application of T-spherical fuzzy graphs in MCGDM	56
Knowledge discovery and variable scale evaluation for long series data	56
An adaptive spatio-temporal neural network for PM2.5 concentration forecasting	55
Hybrid chimp optimization algorithm for degree reduction of ball Said–Ball curves	55
Image embedding for denoising generative models	53
Logic programming for deliberative robotic task planning	53
Diabetes subtypes classification for personalized health care: A review	53
Deep learning based single sample face recognition: a survey	52
Multiple criteria decision analytic methods in management with T-spherical fuzzy information	52
A comprehensive survey on the sine–cosine optimization algorithm	52
Soft computing techniques for biomedical data analysis: open issues and challenges	51
A review of platforms for simulating embodied agents in 3D virtual environments	51
Data clustering: application and trends	50
State-of-the-art review of machine learning and optimization algorithms applications in environmental effects of blasting	50
Comprehensive survey on hierarchical clustering algorithms and the recent developments	50
A picture fuzzy evaluation framework based on a novel approach incorporating bidirectional projection measures and the VIKOR method	50
A multi-factor two-stage deep integration model for stock price prediction based on intelligent optimization and feature clustering	50
A review of the literature on fuzzy-logic approaches for collision-free path planning of manipulator robots	49
An innovative time-varying particle swarm-based Salp algorithm for intrusion detection system and large-scale global optimization problems	49
Safety-critical computer vision: an empirical survey of adversarial evasion attacks and defenses on computer vision systems	48
Concept of hidden classes in pattern classification	48
Computational methods for studying relationship between nutritional status and respiratory viral diseases: a systematic review	48
Explainable recommendations with nonnegative matrix factorization	47
ESOA-HGRU: egret swarm optimization algorithm-based hybrid gated recurrent unit for classification of diabetic retinopathy	47
Low-carbon cities comprehensive evaluation method based on Fermatean fuzzy hybrid distance measure and TOPSIS	47
A multi-population evolutionary algorithm for multi-objective constrained portfolio optimization problem	46
Mathematical modeling and simulation of multi-focus image fusion techniques using the effect of image enhancement criteria: a systematic review and performance evaluation	46
Bartletts principal regressive and arbitrary African buffalo optimizatized three-dimensional protein structure prediction	46
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	46
Intelligent techniques in e-learning: a literature review	45
Setback in ranking fuzzy numbers: a study in fuzzy risk analysis in diabetes prediction	45
An introduction to grey causal modelling (GCM): applications to manufacturing, supply chains, resilience, and sustainability	45
Survey on video anomaly detection in dynamic scenes with moving cameras	45
A review of artificial intelligence methods for engineering prognostics and health management with implementation guidelines	44
Matrix-based fast granularity reduction algorithm of multi-granulation rough set	43
Uncertainty measurement of partially labeled categorical data with application to semi-supervised attribute reduction	43
Chaotic electromagnetic field optimization	42
H1DBi-R Net: Hybrid 1D Bidirectional RNN for Efficient Diabetic Retinopathy Detection and Classification	42
A survey of Bayesian Network structure learning	42
Survey on sentiment analysis: evolution of research methods and topics	42
Conflict detection and elimination integrating agent’s influence and conflict coefficient with incomplete trust relationship	42
Secure trust aware multi-objective routing protocol based on battle competitive swarm optimization in IoT	42
LT-SMF: long term stock market price trend prediction using optimal hybrid machine learning technique	41
SCL-SKG: software knowledge extraction with span-level contrastive learning	41
A new hyper-heuristic based on ant lion optimizer and Tabu search algorithm for replica management in cloud environment	40
Population reduction with individual similarity for differential evolution	40
Knowledge representation and reasoning using fuzzy Petri nets: a literature review and bibliometric analysis	39
Multi-knowledge resources-based semantic similarity models with application for movie recommender system	39
Gift: granularity over specific-class for feature selection	38
Nuclei and glands instance segmentation in histology images: a narrative review	38
Review on chest pathogies detection systems using deep learning techniques	38
From multi-view data features to clusters: a unified approach	38
Medical instrument detection in ultrasound: a review	37

Incremental learning with neural networks for computer vision: a survey	36
Non-rigid point set registration: recent trends and challenges	36
Convolutional network fabric pruning with label noise	35
Short text topic modelling approaches in the context of big data: taxonomy, survey, and analysis	35
Weakly-supervised learning method for the recognition of potato leaf diseases	35
Quantum case-based reasoning (qCBR)	35
Detection of cross-site scripting (XSS) attacks using machine learning techniques: a review	35
ADABA: improving the balancing between runtime and accuracy in a new distributed version of the alpha–beta algorithm	35
Recent advances in deep learning based dialogue systems: a systematic survey	35
Implementing bargaining game-based fuzzy cognitive map and mixed-motive games for group decisions in the healthcare supplier selection	34
A three-way decision method with tolerance dominance relations in decision information systems	34
MISO hierarchical inference engine satisfying the law of importation with aggregation functions	34
A survey on artificial intelligence techniques for security event correlation: models, challenges, and opportunities	34
An SOA-RBFNN approach for the system modelling of optimal energy management in grid-connected smart grid system	33
3D point cloud descriptors: state-of-the-art	32
Recent advances in the application of deep learning for fault diagnosis of rotating machinery using vibration signals	32
A Survey on ensemble learning under the era of deep learning	32
Granular reduction in formal fuzzy contexts: graph representation, graph approach and its algorithm	31
Multicriteria group decision making via generalized trapezoidal intuitionistic fuzzy number-based novel similarity measure and its application to diverse COVID-19 scenarios	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	31
Radiomics and artificial intelligence in breast imaging: a survey	31
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	31
Preparation process and performance of polyurethane modified bitumen investigated using machine learning algorithm	30
Artificial intelligence for template-free protein structure prediction: a comprehensive review	30
Physical laws meet machine intelligence: current developments and future directions	30
Exploring the knowledge diffusion and research front of OWA operator: a main path analysis	30
Image data hiding schemes based on metaheuristic optimization: a review	30
A systematic review of applications of natural language processing and future challenges with special emphasis in text-based emotion detection	30
Predicting the compressive strength of eco-friendly and normal concretes using hybridized fuzzy inference system and particle swarm optimization algorithm	29
Disentangling causality: assumptions in causal discovery and inference	29
Hardware implementation of SLAM algorithms: a survey on implementation approaches and platforms	29
Reliability intelligence analysis of concrete arch bridge based on Kriging model and PSOSA hybrid algorithm	28
A survey of long short term memory and its associated models in sustainable wind energy predictive analytics	28
SAR-BSO meta-heuristic hybridization for feature selection and classification using DBNover stream data	28
Evolved distance measures for circular intuitionistic fuzzy sets and their exploitation in the technique for order preference by similarity to ideal solutions	28
An efficient approach to attribute reductions of quantitative dominance-based neighborhood rough sets based on graded information granules	27
A systematic review of deep learning-based cervical cytology screening: from cell identification to whole slide image analysis	27
An improved TOPSIS method for multi-criteria decision making based on hesitant fuzzy β neighborhood	27
RG-NBEO: a ReliefF guided novel binary equilibrium optimizer with opposition-based S-shaped and V-shaped transfer functions for feature selection	27
A systematic review of federated learning from clients’ perspective: challenges and solutions	27
Forty years of color quantization: a modern, algorithmic survey	26
Efficient data interpretation and artificial intelligence enabled IoT based smart sensing system	26
Distance measures on intuitionistic fuzzy sets based on cross-information dissimilarity and their diverse applications	26
Failure mode and effect analysis approach considering risk attitude of dynamic reference point cumulative prospect theory in uncertainty contexts	26
Review and analysis of synthetic dataset generation methods and techniques for application in computer vision	25
A global taxonomy of interpretable AI: unifying the terminology for the technical and social sciences	25