Artificial Intelligence Review

Article	Citations
A novel prospect-theory-based three-way decision methodology in multi-scale information systems	710
Machine reading comprehension combined with semantic dependency for Chinese zero pronoun resolution	519
General optimization procedure of the Hedge-algebras controller for controlling dynamic systems	462
Self-dependence multi-label learning with double k for missing labels	397
Cognitive motivations and foundations for building intelligent decision-making systems	375
Neurological abnormality detection from electroencephalography data: a review	365
Community detection model for dynamic networks based on hidden Markov model and evolutionary algorithm	344
An optimized system of GMDH-ANFIS predictive model by ICA for estimating pile bearing capacity	304
A comprehensive review of the video-to-text problem	271
Brain works principle followed by neural information processing: a review of novel brain theory	254
New staircase sinusoidal voltage synthesizer and optimal interval type-2 fuzzy controller for dynamic voltage restorer to compensate voltage disturbances	253
Risk assessment of coronary heart disease based on cloud-random forest	246
Survey on aspect detection for aspect-based sentiment analysis	241
Attention, please! A survey of neural attention models in deep learning	238
Image denoising in the deep learning era	234
Making accurate object detection at the edge: review and new approach	222
Evaluating eXplainable artificial intelligence tools for hard disk drive predictive maintenance	218
Weakly supervised discriminate enhancement network for visual sentiment analysis	198
Feature selection for set-valued data based on D–S evidence theory	191
Model free position-force control of environmental constrained reconfigurable manipulators based on adaptive dynamic programming	183
Advanced value iteration for discrete-time intelligent critic control: A survey	180
Multi-order texture features for palmprint recognition	180
Artificial intelligence for suicide assessment using Audiovisual Cues: a review	178
A survey of energy-efficient clustering routing protocols for wireless sensor networks based on metaheuristic approaches	175
A survey on computational metaphor processing techniques: from identification, interpretation, generation to application	173

A comprehensive survey of sine cosine algorithm: variants and applications	169
Novel variants of grasshopper optimization algorithm to solve numerical problems and demand side management in smart grids	166
Data mining-based firefly algorithm for green vehicle routing problem with heterogeneous fleet and refueling constraint	160
Geometric deep learning and equivariant neural networks	160
Evaluating new energy vehicles by picture fuzzy sets based on sentiment analysis from online reviews	158
Deep learning models and traditional automated techniques for brain tumor segmentation in MRI: a review	155
University admission process: a prescriptive analytics approach	147
Uncertainty analysis in document publications using single-valued neutrosophic set and collaborative entropy	139
Emotion quantification techniques for cognitive reappraisal: a systematic review and scientometric analysis	134
A new interval type-2 trapezoid fuzzy multi-attribute group decision-making method and its application to the evaluation of sponge city construction	134
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	133
Adaptive type2-possibilistic C-means clustering and its application to microarray datasets	133
Huber loss based distributed robust learning algorithm for random vector functional-link network	131
A survey on syntactic processing techniques	131
Trustworthy artificial intelligence in Alzheimer’s disease: state of the art, opportunities, and challenges	128
Battling voice spoofing: a review, comparative analysis, and generalizability evaluation of state-of-the-art voice spoofing counter measures	124
Machine learning for leaf disease classification: data, techniques and applications	123
A Review of multilayer extreme learning machine neural networks	122
Biometrics recognition using deep learning: a survey	120
A systematic review of deep learning based image segmentation to detect polyp	119
Swarm intelligence algorithms for multiple unmanned aerial vehicles collaboration: a comprehensive review	118
Monte Carlo Tree Search: a review of recent modifications and applications	117
A survey of the vision transformers and their CNN-transformer based variants	116
Intelligent energy management systems: a review	116
Crayfish optimization algorithm	115
When AI meets store layout design: a review	113
A hybrid human–AI tool for scientometric analysis	113
Approximate reasoning with aggregation functions satisfying GMP rules	112
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 (	112
A proportional-integral iterative algorithm for time-variant equality-constrained quadratic programming problem with applications	111
Early health prediction framework using XGBoost ensemble algorithm in intelligent environment	107
Combining deep subspace feature representation based IKPCANet and jointly constraint multi-dictionary learning for facial expression recognition	106
On the current state of deep learning for news recommendation	97
From task to evaluation: an automatic text summarization review	95
A systematic literature review on AutoML for multi-target learning tasks	93
Artificial intelligence-enabled prediction model of student academic performance in online engineering education	91
A comprehensive review of image analysis methods for microorganism counting: from classical image processing to deep learning approaches	88
A comprehensive review on Jaya optimization algorithm	87
Feature subset selection for multi-scale neighborhood decision information system via mutual information	85
A chimp-inspired remora optimization algorithm for multilevel thresholding image segmentation using cross entropy	84
Dimensionality reduced training by pruning and freezing parts of a deep neural network: a survey	83
A comprehensive review of Binary Neural Network	82
DeepThink IoT: The Strength of Deep Learning in Internet of Things	79
On the current state of query formulation for book search	78
PC-IEN: a click-through rate prediction method based on dynamic collaborative personalized interest extraction	78
DptOIE: a Portuguese open information extraction based on dependency analysis	77
Feature subset selection for data and feature streams: a review	76
An analysis of graph convolutional networks and recent datasets for visual question answering	74
A survey on personality-aware recommendation systems	74
An advanced similarity measure for Pythagorean fuzzy sets and its applications in transportation problem	73

nmODE: neural memory ordinary differential equation	71
Machine learning and deep learning techniques for the analysis of heart disease: a systematic literature review, open challenges and future directions	70
Medical image data augmentation: techniques, comparisons and interpretations	69
A review of convolutional neural network architectures and their optimizations	69
Unsupervised concept drift detection for multi-label data streams	68
Spherical fuzzy TODIM method for MAGDM integrating cumulative prospect theory and CRITIC method and its application to commercial insurance selection	68
A survey, taxonomy and progress evaluation of three decades of swarm optimisation	68
Evolutionary design of neural network architectures: a review of three decades of research	68
An IoT based smart menstrual cup using optimized adaptive CNN model for effective menstrual hygiene management	66
Artificial intelligence-assisted water quality index determination for healthcare	66
Additive consistency exploration of linguistic preference relations with self-confidence	66
Interpretable decision trees through MaxSAT	65
Evaluating logic gate constraints in local search for structured satisfiability problems	65
Literature review on Intention Mining-oriented Process Mining in information system	65
Detecting Persian speaker-independent voice commands based on LSTM and ontology in communicating with the smart home appliances	65
A review: development of named entity recognition (NER) technology for aeronautical information intelligence	64
An effective and efficient broad-based ensemble learning model for moderate-large scale image recognition	64
Differential evolution and particle swarm optimization against COVID-19	64
Construction of multivalued cryptographic boolean function using recurrent neural network and its application in image encryption scheme	62
A new intuitionistic fuzzy best worst method for deriving weight vector of criteria and its application	62
Hybrid group decision-making technique under spherical fuzzy N-soft expert sets	62
A state of art review on applications of multi-objective evolutionary algorithms in chemicals production reactors	61
Cancer diagnosis using artificial intelligence: a review	61
Arabic natural language processing for Qur’anic research: a systematic review	60
Autonomous learning for fuzzy systems: a review	60
Recent trends in distributed production network scheduling problem	60
Deep learning for compressive sensing: a ubiquitous systems perspective	59
Application of artificial intelligence technology in the field of orthopedics: a narrative review	59
An active deep learning method for diabetic retinopathy detection in segmented fundus images using artificial bee colony algorithm	58
A survey on the use of association rules mining techniques in textual social media	58
Explainable AI for clinical and remote health applications: a survey on tabular and time series data	58
Application of machine learning methods in fault detection and classification of power transmission lines: a survey	57
Machine and deep learning for longitudinal biomedical data: a review of methods and applications	56
Deep multiagent reinforcement learning: challenges and directions	55
A systematic review of the use of topic models for short text social media analysis	54
A hybrid approach combining AHP with TODIM for blockchain technology provider selection under the Pythagorean fuzzy scenario	53
An external archive guided Harris Hawks optimization using strengthened dominance relation for multi-objective optimization problems	53
Advanced artificial intelligence system by intuitionistic fuzzy $$\Gamma$$-subring for automotive robotic manufacturing	53
Manifold transfer subspace learning based on double relaxed discriminative regression	53
Deep learning on multi-view sequential data: a survey	52
Fotomics: fourier transform-based omics imagification for deep learning-based cell-identity mapping using single-cell omics profiles	52
An approach to MCGDM based on multi-granulation Pythagorean fuzzy rough set over two universes and its application to medical decision problem	52
Time series forecasting using fuzzy cognitive maps: a survey	52
Privacy-preserving data (stream) mining techniques and their impact on data mining accuracy: a systematic literature review	51
Multi-source deep transfer learning algorithm based on feature alignment	50
Classification of spinal curvature types using radiography images: deep learning versus classical methods	50
Incorporating Q-learning and gradient search scheme into JAYA algorithm for global optimization	50
Heterogeneous graph neural networks analysis: a survey of techniques, evaluations and applications	50
A systematic review for class-imbalance in semi-supervised learning	50
The role of AI technology in prediction, diagnosis and treatment of colorectal cancer	50
Time expression recognition and normalization: a survey	49
Quantum-inspired metaheuristic algorithms: comprehensive survey and classification	49
Parameter reduction analysis under interval-valued m-polar fuzzy soft information	48
Some new product operations of T-spherical fuzzy graphs and an application of T-spherical fuzzy graphs in MCGDM	48
Deep neural network pruning method based on sensitive layers and reinforcement learning	48
A comparative study of multi-objective optimization algorithms for sparse signal reconstruction	47
Optimal energy management in EVCS and distribution system considering QoS using hybrid technique	47
Artificial glial cells in artificial neuronal networks: a systematic review	47
Natural language processing for Nepali text: a review	47
A comprehensive survey on image captioning: from handcrafted to deep learning-based techniques, a taxonomy and open research issues	47
Neural attention for image captioning: review of outstanding methods	46
Time-series dynamic three-way group decision-making model and its application in TCM efficacy evaluation	44
Transition of traditional method to deep learning based computer-aided system for breast cancer using Automated Breast Ultrasound System (ABUS) images: a review	44
Recent advances in decision trees: an updated survey	44
Internet of Low-Altitude UAVs (IoLoUA): a methodical modeling on integration of Internet of “Things” with “UAV” possibilities and tests	44
A survey on narrative extraction from textual data	44
Gradient leakage attacks in federated learning	44
Smart farming prediction models for precision agriculture: a comprehensive survey	43
Recent advances of deep learning algorithms for aquacultural machine vision systems with emphasis on fish	43
Hierarchical few-shot learning based on coarse- and fine-grained relation network	43
A survey on multi-objective hyperparameter optimization algorithms for machine learning	43
A picture fuzzy evaluation framework based on a novel approach incorporating bidirectional projection measures and the VIKOR method	43
Logic programming for deliberative robotic task planning	42
Development and use of a convolutional neural network for hierarchical appearance-based localization	42
Diabetes subtypes classification for personalized health care: A review	42
Soft computing techniques for biomedical data analysis: open issues and challenges	42
Knowledge discovery and variable scale evaluation for long series data	42
Multiple criteria decision analytic methods in management with T-spherical fuzzy information	42
A comprehensive survey on the sine–cosine optimization algorithm	41
Image embedding for denoising generative models	41

An innovative time-varying particle swarm-based Salp algorithm for intrusion detection system and large-scale global optimization problems	41
Hybrid chimp optimization algorithm for degree reduction of ball Said–Ball curves	41
Data clustering: application and trends	40
A review of the literature on fuzzy-logic approaches for collision-free path planning of manipulator robots	40
Deep learning based single sample face recognition: a survey	39
State-of-the-art review of machine learning and optimization algorithms applications in environmental effects of blasting	38
A complete framework for accurate recognition and prognosis of COVID-19 patients based on deep transfer learning and feature classification approach	38
A multi-factor two-stage deep integration model for stock price prediction based on intelligent optimization and feature clustering	38
A review of platforms for simulating embodied agents in 3D virtual environments	37
Population-based optimization in structural engineering: a review	37
Comprehensive survey on hierarchical clustering algorithms and the recent developments	36
An adaptive spatio-temporal neural network for PM2.5 concentration forecasting	36
Artificial intelligence in the creative industries: a review	36
Computational methods for studying relationship between nutritional status and respiratory viral diseases: a systematic review	34
Secure video communication using firefly optimization and visual cryptography	34
ESOA-HGRU: egret swarm optimization algorithm-based hybrid gated recurrent unit for classification of diabetic retinopathy	34
Bimatrix games under dense fuzzy environment and its application to natural disaster management	34
Concept of hidden classes in pattern classification	34
A trilevel analysis of uncertainty measuresin partition-based granular computing	34
A multi-population evolutionary algorithm for multi-objective constrained portfolio optimization problem	34
Advantage matrix: two novel multi-attribute decision-making methods and their applications	33
Mathematical modeling and simulation of multi-focus image fusion techniques using the effect of image enhancement criteria: a systematic review and performance evaluation	33
Underwater image enhancement: a comprehensive review, recent trends, challenges and applications	33
Safety-critical computer vision: an empirical survey of adversarial evasion attacks and defenses on computer vision systems	33
Using proposed optimization algorithm for solving inverse kinematics of human upper limb applying in rehabilitation robotic	33
Low-carbon cities comprehensive evaluation method based on Fermatean fuzzy hybrid distance measure and TOPSIS	33
An empirical evaluation of kernels for time series	33
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	32
Human activity recognition in artificial intelligence framework: a narrative review	32
Deep reinforcement learning in computer vision: a comprehensive survey	32
Explainable recommendations with nonnegative matrix factorization	32
Matrix-based fast granularity reduction algorithm of multi-granulation rough set	32
An introduction to grey causal modelling (GCM): applications to manufacturing, supply chains, resilience, and sustainability	31
Chaotic electromagnetic field optimization	31
Conflict detection and elimination integrating agent’s influence and conflict coefficient with incomplete trust relationship	31
Using artificial intelligence technology to fight COVID-19: a review	30
H1DBi-R Net: Hybrid 1D Bidirectional RNN for Efficient Diabetic Retinopathy Detection and Classification	30
Setback in ranking fuzzy numbers: a study in fuzzy risk analysis in diabetes prediction	30
Bartletts principal regressive and arbitrary African buffalo optimizatized three-dimensional protein structure prediction	30
Survey on video anomaly detection in dynamic scenes with moving cameras	30
Hierarchical classification of data streams: a systematic literature review	30
Intelligent techniques in e-learning: a literature review	29
A survey of Bayesian Network structure learning	29
A review of artificial intelligence methods for engineering prognostics and health management with implementation guidelines	29
Over a decade of social opinion mining: a systematic review	29
Uncertainty measurement of partially labeled categorical data with application to semi-supervised attribute reduction	29
Evaluating conversational recommender systems	29
A review on weight initialization strategies for neural networks	28
SCL-SKG: software knowledge extraction with span-level contrastive learning	28
Secure trust aware multi-objective routing protocol based on battle competitive swarm optimization in IoT	28
Developments in the detection of diabetic retinopathy: a state-of-the-art review of computer-aided diagnosis and machine learning methods	28
Multi-knowledge resources-based semantic similarity models with application for movie recommender system	28
Survey on sentiment analysis: evolution of research methods and topics	28
Optimized decomposition and two-step nonlinear integration model with error correction strategy coupled interval prediction for digital currency price forecast	28
Unsupervised learning in images and audio to produce neural receptive fields: a primer and accessible notebook	28
Non-rigid point set registration: recent trends and challenges	27
Nuclei and glands instance segmentation in histology images: a narrative review	27
Population reduction with individual similarity for differential evolution	27
From multi-view data features to clusters: a unified approach	27
LT-SMF: long term stock market price trend prediction using optimal hybrid machine learning technique	27
A new hyper-heuristic based on ant lion optimizer and Tabu search algorithm for replica management in cloud environment	27
Balanced picture fuzzy graph with application	27
Knowledge representation and reasoning using fuzzy Petri nets: a literature review and bibliometric analysis	27
Review on chest pathogies detection systems using deep learning techniques	27
Improved q-rung orthopair fuzzy line integral aggregation operators and their applications for multiple attribute decision making	26
Gift: granularity over specific-class for feature selection	26
Capitalization and punctuation restoration: a survey	26
Attention-based neural joint source-channel coding of text for point to point and broadcast channel	25
Multi-strategy adaptive cuckoo search algorithm for numerical optimization	25
Short text topic modelling approaches in the context of big data: taxonomy, survey, and analysis	25
Three-way decision model under a large-scale group decision-making environment with detecting and managing non-cooperative behaviors in consensus reaching process	25
A state-of-the-art survey of object detection techniques in microorganism image analysis: from classical methods to deep learning approaches	25
Incremental learning with neural networks for computer vision: a survey	25
When CCN meets MCGDM: optimal cache replacement policy achieved by PRSRV with Pythagorean fuzzy set pair analysis	25
Detection of cross-site scripting (XSS) attacks using machine learning techniques: a review	25
Weakly-supervised learning method for the recognition of potato leaf diseases	25
Implementation of single-valued neutrosophic soft hypergraphs on human nervous system	25
A review of spam email detection: analysis of spammer strategies and the dataset shift problem	25
Recent advances in deep learning based dialogue systems: a systematic survey	25
Medical instrument detection in ultrasound: a review	24
Quantum case-based reasoning (qCBR)	24
Convolutional network fabric pruning with label noise	24
ADABA: improving the balancing between runtime and accuracy in a new distributed version of the alpha–beta algorithm	24
3D point cloud descriptors: state-of-the-art	24
Implementing bargaining game-based fuzzy cognitive map and mixed-motive games for group decisions in the healthcare supplier selection	24
Automatic recognition of woven fabric structural parameters: a review	24
A comparison of vector symbolic architectures	24
An SOA-RBFNN approach for the system modelling of optimal energy management in grid-connected smart grid system	24
A three-way decision method with tolerance dominance relations in decision information systems	24
Multiple attributes group decision-making based on trigonometric operators, particle swarm optimization and complex intuitionistic fuzzy values	24
A survey of inverse reinforcement learning	23
Artificial neural networks for water quality soft-sensing in wastewater treatment: a review	23
A comprehensive survey on NSGA-II for multi-objective optimization and applications	23
A Survey on ensemble learning under the era of deep learning	23
Recent advances in the application of deep learning for fault diagnosis of rotating machinery using vibration signals	23