Artificial Intelligence Review

Papers
(The TQCC of Artificial Intelligence Review is 28. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-02-01 to 2025-02-01.)
ArticleCitations
People versus machines: introducing the HIRE framework477
Improved three phase H-7 transformerless inverter with DPWM to reduce leakage current using CNN based deep learning technique330
Self-dependence multi-label learning with double k for missing labels310
Medical instrument detection in ultrasound: a review283
A review of spam email detection: analysis of spammer strategies and the dataset shift problem275
A comprehensive review of computer-aided whole-slide image analysis: from datasets to feature extraction, segmentation, classification and detection approaches257
An optimized system of GMDH-ANFIS predictive model by ICA for estimating pile bearing capacity252
Capitalization and punctuation restoration: a survey237
Understanding rate of return dynamics of cryptocurrencies: an experimental campaign223
New staircase sinusoidal voltage synthesizer and optimal interval type-2 fuzzy controller for dynamic voltage restorer to compensate voltage disturbances206
Attention-based neural joint source-channel coding of text for point to point and broadcast channel201
Generative Adversarial Networks based on optimal transport: a survey197
Machine reading comprehension combined with semantic dependency for Chinese zero pronoun resolution182
Crime linkage and psychological profiling of offenders under intuitionistic fuzzy environment using a novel resemblance measure176
Advanced artificial intelligence system by intuitionistic fuzzy $$\Gamma$$-subring for automotive robotic manufacturing169
Classification of spinal curvature types using radiography images: deep learning versus classical methods169
An improved generalized normal distribution optimization and its applications in numerical problems and engineering design problems166
Optimal hybrid participation of customers in a smart micro-grid based on day-ahead electrical market160
An external archive guided Harris Hawks optimization using strengthened dominance relation for multi-objective optimization problems156
Indic script family and its offline handwriting recognition for characters/digits and words: a comprehensive survey153
Tackling class imbalance in computer vision: a contemporary review152
A comprehensive survey on deep learning-based approaches for multimodal sentiment analysis148
From multi-view data features to clusters: a unified approach147
Grammar-based automatic programming for medical data classification: an experimental study145
Dimensional decision covariance colony predation algorithm: global optimization and high−dimensional feature selection143
A new fusion of whale optimizer algorithm with Kapur’s entropy for multi-threshold image segmentation: analysis and validations135
A comparison of vector symbolic architectures132
Computational deep air quality prediction techniques: a systematic review122
A systematic review for class-imbalance in semi-supervised learning121
Brain works principle followed by neural information processing: a review of novel brain theory121
Cognitive motivations and foundations for building intelligent decision-making systems121
An enhanced salp swarm optimizer boosted by local search algorithm for modelling prediction problems in software engineering115
Application of an improved discrete crow search algorithm with local search and elitism on a humanitarian relief case114
General optimization procedure of the Hedge-algebras controller for controlling dynamic systems110
Mean-variance-skewness portfolio optimization under uncertain environment using improved genetic algorithm110
Scientometric analysis of literature on distributed vehicular networks : VOSViewer visualization techniques107
Optimisation of electrical Impedance tomography image reconstruction error using heuristic algorithms104
Matrix games with linguistic intuitionistic fuzzy Payoffs : Basic results and solution methods103
Community detection model for dynamic networks based on hidden Markov model and evolutionary algorithm103
A fuzzy Bayesian regression model with Gaussian process prior based on exact predictors and fuzzy responses103
A critical empirical evaluation of deep learning models for solving aspect based sentiment analysis100
Generalized q-rung orthopair fuzzy interactive Hamacher power average and Heronian means for MADM99
A comprehensive review of artificial intelligence-based methods for predicting pan evaporation rate99
Detection of heart valve disorders from PCG signals using TQWT, FA-MVEMD, Shannon energy envelope and deterministic learning98
When CCN meets MCGDM: optimal cache replacement policy achieved by PRSRV with Pythagorean fuzzy set pair analysis97
Time series forecasting using fuzzy cognitive maps: a survey96
Pseudo-relevance feedback based query expansion using boosting algorithm94
Multi-strategy adaptive cuckoo search algorithm for numerical optimization93
Fotomics: fourier transform-based omics imagification for deep learning-based cell-identity mapping using single-cell omics profiles93
Metaheuristics: a comprehensive overview and classification along with bibliometric analysis92
A novel fault diagnosis method based on CNN and LSTM and its application in fault diagnosis for complex systems88
Multi-source deep transfer learning algorithm based on feature alignment87
Single sample face recognition using deep learning: a survey86
A comprehensive review of the video-to-text problem85
Improved q-rung orthopair fuzzy line integral aggregation operators and their applications for multiple attribute decision making85
Weakly-supervised learning method for the recognition of potato leaf diseases83
Adaptive constraint propagation in constraint satisfaction: review and evaluation82
A survey on feature selection methods for mixed data81
Artificial intelligence-based approaches for improving the diagnosis, triage, and prioritization of autism spectrum disorder: a systematic review of current trends and open issues81
Gift: granularity over specific-class for feature selection76
Anomaly detection in surveillance videos: a thematic taxonomy of deep models, review and performance analysis76
Three-way decision model under a large-scale group decision-making environment with detecting and managing non-cooperative behaviors in consensus reaching process75
A brief survey on recent advances in coreference resolution75
A variate brain tumor segmentation, optimization, and recognition framework73
Survey on aspect detection for aspect-based sentiment analysis69
Neurological abnormality detection from electroencephalography data: a review69
ME-CCNN: Multi-encoded images and a cascade convolutional neural network for breast tumor segmentation and recognition68
An exhaustive review of the metaheuristic algorithms for search and optimization: taxonomy, applications, and open challenges68
Detection of cross-site scripting (XSS) attacks using machine learning techniques: a review66
A survey of uncertainty in deep neural networks65
Image denoising in the deep learning era64
A novel prospect-theory-based three-way decision methodology in multi-scale information systems63
Attention, please! A survey of neural attention models in deep learning62
Deep learning models for digital image processing: a review62
Fire Hawk Optimizer: a novel metaheuristic algorithm61
Quantum-inspired metaheuristic algorithms: comprehensive survey and classification60
The role of artificial intelligence and machine learning in wireless networks security: principle, practice and challenges59
Reliability assessment of water quality index based on guidelines of national sanitation foundation in natural streams: integration of remote sensing and data-driven models58
Novel consensus-reaching model in the social network environment for large-group emergency decision-making: an approach to managing non-cooperative behaviors57
Gaussian bare-bone slime mould algorithm: performance optimization and case studies on truss structures57
Implementation of single-valued neutrosophic soft hypergraphs on human nervous system57
On the joint-effect of class imbalance and overlap: a critical review56
An effective conflict management method based on belief similarity measure and entropy for multi-sensor data fusion56
Arabic sentiment analysis using recurrent neural networks: a review55
The role of AI technology in prediction, diagnosis and treatment of colorectal cancer54
Short text topic modelling approaches in the context of big data: taxonomy, survey, and analysis53
A fraction ranking-based multi-criteria decision-making method for water resource management under bipolar neutrosophic fuzzy environment53
Incorporating Q-learning and gradient search scheme into JAYA algorithm for global optimization52
A hybrid approach combining AHP with TODIM for blockchain technology provider selection under the Pythagorean fuzzy scenario52
Heterogeneous graph neural networks analysis: a survey of techniques, evaluations and applications51
Incremental learning with neural networks for computer vision: a survey51
Recent advances in deep learning based dialogue systems: a systematic survey51
Non-rigid point set registration: recent trends and challenges50
Development of artificial neural network based mathematical models for predicting small scale quarry powder factor for efficient fragmentation coupled with uniformity index model50
Artificial intelligence methods for analysis of electrocardiogram signals for cardiac abnormalities: state-of-the-art and future challenges49
Machine Learning in Drug Discovery: A Review49
Deep learning in economics: a systematic and critical review49
Privacy-preserving data (stream) mining techniques and their impact on data mining accuracy: a systematic literature review48
Machine learning and deep learning for blood pressure prediction: a methodological review from multiple perspectives48
Application of deep learning in laser-induced breakdown spectroscopy: a review48
Risk assessment of coronary heart disease based on cloud-random forest47
Artificial intelligence in cyber security: research advances, challenges, and opportunities47
A state-of-the-art survey of object detection techniques in microorganism image analysis: from classical methods to deep learning approaches47
Overview of behavior recognition based on deep learning47
Fuzzy covering-based rough set on two different universes and its application47
An approach to MCGDM based on multi-granulation Pythagorean fuzzy rough set over two universes and its application to medical decision problem46
A novel improved whale optimization algorithm to solve numerical optimization and real-world applications46
Deep learning on multi-view sequential data: a survey45
An extensive survey on the use of supervised machine learning techniques in the past two decades for prediction of drug side effects45
Design possibilities and challenges of DNN models: a review on the perspective of end devices45
A survey of deep learning techniques for machine reading comprehension44
A survey on computational metaphor processing techniques: from identification, interpretation, generation to application44
A comprehensive survey on image captioning: from handcrafted to deep learning-based techniques, a taxonomy and open research issues44
A survey paper on design and implementation of multipliers for digital system applications44
Gradient leakage attacks in federated learning43
Quantum case-based reasoning (qCBR)43
Benchmarking lightweight face architectures on specific face recognition scenarios42
A survey on the use of machine learning methods in context-aware middlewares for human activity recognition40
Prediction of global spread of COVID-19 pandemic: a review and research challenges40
Non-player character decision-making in computer games39
Detection and classification of sugarcane billet damage using Aquila Sailfish Optimizer based deep learning39
Smart farming prediction models for precision agriculture: a comprehensive survey38
Time expression recognition and normalization: a survey38
An SOA-RBFNN approach for the system modelling of optimal energy management in grid-connected smart grid system38
Current studies and applications of Krill Herd and Gravitational Search Algorithms in healthcare38
Radiomics and artificial intelligence in breast imaging: a survey38
Parameter reduction analysis under interval-valued m-polar fuzzy soft information38
Superiority of three-way decisions from the perspective of probability38
Deep neural network pruning method based on sensitive layers and reinforcement learning38
An EnGRFA control scheme based power system stabilizers (PSS) for the stability analysis with wind energy integration37
Deep learning: survey of environmental and camera impacts on internet of things images37
Density-based IFCM along with its interval valued and probabilistic extensions, and a review of intuitionistic fuzzy clustering methods37
Artificial neural networks for water quality soft-sensing in wastewater treatment: a review37
Data mining-based firefly algorithm for green vehicle routing problem with heterogeneous fleet and refueling constraint36
Transition of traditional method to deep learning based computer-aided system for breast cancer using Automated Breast Ultrasound System (ABUS) images: a review36
GDTRSET: a generalized decision-theoretic rough sets based on evidence theory36
An automated essay scoring systems: a systematic literature review36
Model free position-force control of environmental constrained reconfigurable manipulators based on adaptive dynamic programming36
A survey on physarum polycephalum intelligent foraging behaviour and bio-inspired applications35
A three-way decision method with tolerance dominance relations in decision information systems35
Convolutional network fabric pruning with label noise35
ADABA: improving the balancing between runtime and accuracy in a new distributed version of the alpha–beta algorithm35
MISO hierarchical inference engine satisfying the law of importation with aggregation functions34
Optimal energy management in EVCS and distribution system considering QoS using hybrid technique34
Cauchy balanced nonnegative matrix factorization34
Recent advances of deep learning algorithms for aquacultural machine vision systems with emphasis on fish33
A comprehensive survey on NSGA-II for multi-objective optimization and applications33
Multi-criteria decision-making for coronavirus disease 2019 applications: a theoretical analysis review33
Multi-agent deep reinforcement learning: a survey33
A comprehensive survey on optimizing deep learning models by metaheuristics33
Explainable artificial intelligence: a comprehensive review32
Advanced value iteration for discrete-time intelligent critic control: A survey32
A survey on multi-objective hyperparameter optimization algorithms for machine learning32
Machine learning algorithms to forecast air quality: a survey31
A survey of designing convolutional neural network using evolutionary algorithms31
Neural attention for image captioning: review of outstanding methods31
Ship detection with deep learning: a survey31
Artificial glial cells in artificial neuronal networks: a systematic review31
Novel variants of grasshopper optimization algorithm to solve numerical problems and demand side management in smart grids31
A systematic literature review of clustering techniques for patients with traumatic brain injury31
A comparative study of multi-objective optimization algorithms for sparse signal reconstruction31
Internet of Low-Altitude UAVs (IoLoUA): a methodical modeling on integration of Internet of “Things” with “UAV” possibilities and tests30
An overview of violence detection techniques: current challenges and future directions30
A consistency and consensus-driven approach for granulating linguistic information in GDM with distributed linguistic preference relations30
A comprehensive survey of sine cosine algorithm: variants and applications29
Human-centric and semantics-based explainable event detection: a survey29
Boundary of a fuzzy set and its application in GIS: a review28
Evaluating eXplainable artificial intelligence tools for hard disk drive predictive maintenance28
Artificial intelligence for suicide assessment using Audiovisual Cues: a review28
Systematic literature review on identifying influencers in social networks28
Automatic selection of heavy-tailed distributions-based synergy Henry gas solubility and Harris hawk optimizer for feature selection: case study drug design and discovery28
Multi-label feature selection via maximum dynamic correlation change and minimum label redundancy28
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