Applied Intelligence

Article	Citations
Attention-based VGG-16 model for COVID-19 chest X-ray image classification	201
Image super-resolution reconstruction based on feature map attention mechanism	168
Deep learning in multi-object detection and tracking: state of the art	155
A comprehensive survey on feature selection in the various fields of machine learning	148
Deep neural network to detect COVID-19: one architecture for both CT Scans and Chest X-rays	142
The geometry of three-way decision	141
Cropping and attention based approach for masked face recognition	135
Deepfakes generation and detection: state-of-the-art, open challenges, countermeasures, and way forward	129
Design and analysis of a large-scale COVID-19 tweets dataset	118
A novel cause analysis approach of grey reasoning Petri net based on matrix operations	105
Citrus disease detection and classification using end-to-end anchor-based deep learning model	105
Sea-horse optimizer: a novel nature-inspired meta-heuristic for global optimization problems	103
Confidence interval for micro-averaged F1 and macro-averaged F1 scores	100
A panoramic view and swot analysis of artificial intelligence for achieving the sustainable development goals by 2030: progress and prospects	99
A review of cooperative multi-agent deep reinforcement learning	96
RSOD: Real-time small object detection algorithm in UAV-based traffic monitoring	93
Feature selection based on mutual information with correlation coefficient	93
GC-LSTM: graph convolution embedded LSTM for dynamic network link prediction	90
Hybrid CNN-LSTM deep learning model and ensemble technique for automatic detection of myocardial infarction using big ECG data	89
Spatial-temporal graph neural network for traffic forecasting: An overview and open research issues	87
SA-FPN: An effective feature pyramid network for crowded human detection	85
Densely connected convolutional networks-based COVID-19 screening model	85
Temperate fish detection and classification: a deep learning based approach	83
Unsupervised deep learning approach for network intrusion detection combining convolutional autoencoder and one-class SVM	83
Personalized recommendation system based on knowledge embedding and historical behavior	76

Machine learning techniques applied to mechanical fault diagnosis and fault prognosis in the context of real industrial manufacturing use-cases: a systematic literature review	75
Deep learning models for predictive maintenance: a survey, comparison, challenges and prospects	73
Using artificial intelligence techniques for COVID-19 genome analysis	72
A patient network-based machine learning model for disease prediction: The case of type 2 diabetes mellitus	71
An optimal deep learning-based LSTM for stock price prediction using twitter sentiment analysis	70
An improved aspect-category sentiment analysis model for text sentiment analysis based on RoBERTa	70
A tree-based stacking ensemble technique with feature selection for network intrusion detection	70
Masked face recognition with convolutional neural networks and local binary patterns	69
“Fast deep learning computer-aided diagnosis of COVID-19 based on digital chest x-ray images”	68
Attention-based residual autoencoder for video anomaly detection	67
An automatic approach based on CNN architecture to detect Covid-19 disease from chest X-ray images	67
FOX: a FOX-inspired optimization algorithm	66
Multi-modal medical image fusion based on equilibrium optimizer algorithm and local energy functions	64
A bi-stage feature selection approach for COVID-19 prediction using chest CT images	63
A novel hybrid particle swarm optimization for multi-UAV cooperate path planning	62
Deep facial spatiotemporal network for engagement prediction in online learning	61
Convolutional neural network based on attention mechanism and Bi-LSTM for bearing remaining life prediction	60
General Performance Score for classification problems	60
M-FFN: multi-scale feature fusion network for image captioning	59
EfficientPose: Scalable single-person pose estimation	59
A q-rung orthopair fuzzy MARCOS method using novel score function and its application to solid waste management	58
Sensor data-driven structural damage detection based on deep convolutional neural networks and continuous wavelet transform	57
Automatic detection of COVID-19 from chest CT scan and chest X-Rays images using deep learning, transfer learning and stacking	56
Mask-guided SSD for small-object detection	55
Real-time stereo matching with high accuracy via Spatial Attention-Guided Upsampling	53
Research on image Inpainting algorithm of improved GAN based on two-discriminations networks	52
An efficient intuitionistic fuzzy MULTIMOORA approach based on novel aggregation operators for the assessment of solid waste management techniques	52
Dynamic updating approximations of local generalized multigranulation neighborhood rough set	52
An efficient chaos based image encryption algorithm using enhanced thorp shuffle and chaotic convolution function	51
Combining time-series evidence: A complex network model based on a visibility graph and belief entropy	50
Developing a BERT based triple classification model using knowledge graph embedding for question answering system	49
Sentiment analysis of Chinese stock reviews based on BERT model	49
Lightning search algorithm: a comprehensive survey	49
S-shaped and V-shaped gaining-sharing knowledge-based algorithm for feature selection	49
Bonobo optimizer (BO): an intelligent heuristic with self-adjusting parameters over continuous spaces and its applications to engineering problems	48
Moth-flame optimization algorithm based on diversity and mutation strategy	48
Multi-scale spatiotemporal graph convolution network for air quality prediction	48
Automatic fabric defect detection using a wide-and-light network	48
A novel multi-module integrated intrusion detection system for high-dimensional imbalanced data	47
A deep learning system that generates quantitative CT reports for diagnosing pulmonary Tuberculosis	47
A privacy-conserving framework based intrusion detection method for detecting and recognizing malicious behaviours in cyber-physical power networks	46
W-net and inception residual network for skin lesion segmentation and classification	46
Underwater image enhancement method via multi-feature prior fusion	45
Kalman filter based short term prediction model for COVID-19 spread	45
Bearing fault diagnosis based on combined multi-scale weighted entropy morphological filtering and bi-LSTM	44
An intelligent fault diagnosis method for rotating machinery based on data fusion and deep residual neural network	44
FPANet: Feature pyramid aggregation network for real-time semantic segmentation	44
A closed-loop supply chain configuration considering environmental impacts: a self-adaptive NSGA-II algorithm	44
An image encryption algorithm using a dynamic S-box and chaotic maps	43
Community detection in social recommender systems: a survey	43

Joint pyramid attention network for real-time semantic segmentation of urban scenes	42
Decision making under measure-based granular uncertainty with intuitionistic fuzzy sets	42
30th Anniversary of Applied Intelligence: A combination of bibliometrics and thematic analysis using SciMAT	41
Robust visual tracking for UAVs with dynamic feature weight selection	41
IM-ELPR: Influence maximization in social networks using label propagation based community structure	41
Convalescent-plasma-transfusion intelligent framework for rescuing COVID-19 patients across centralised/decentralised telemedicine hospitals based on AHP-group TOPSIS and matching component	41
Underwater vision enhancement technologies: a comprehensive review, challenges, and recent trends	40
DeepFake detection algorithm based on improved vision transformer	40
A stable community detection approach for complex network based on density peak clustering and label propagation	40
Selection of key features for PM2.5 prediction using a wavelet model and RBF-LSTM	40
A classification method to detect faults in a rotating machinery based on kernelled support tensor machine and multilinear principal component analysis	40
Generalized quantum evidence theory	40
Image super-resolution via channel attention and spatial attention	40
Deep reinforcement learning for the dynamic and uncertain vehicle routing problem	39
TextConvoNet: a convolutional neural network based architecture for text classification	39
Three-dimensional DenseNet self-attention neural network for automatic detection of student’s engagement	39
Deep learning based multimodal complex human activity recognition using wearable devices	38
A deep ensemble learning method for colorectal polyp classification with optimized network parameters	38
Intelligent system for COVID-19 prognosis: a state-of-the-art survey	38
Aspect-gated graph convolutional networks for aspect-based sentiment analysis	38
Ranking influential nodes in complex networks based on local and global structures	38
Portfolio management system in equity market neutral using reinforcement learning	38
A group consensus-based travel destination evaluation method with online reviews	38
Feature selection and hyper parameters optimization for short-term wind power forecast	37
Corona-Nidaan: lightweight deep convolutional neural network for chest X-Ray based COVID-19 infection detection	37
Dynamic FDB selection method and its application: modeling and optimizing of directional overcurrent relays coordination	37
Modular design patterns for hybrid learning and reasoning systems	37
Adaptive spatial-temporal graph attention networks for traffic flow forecasting	37
Research on highway vehicle detection based on faster R-CNN and domain adaptation	37
Interval-valued intuitionistic fuzzy jenson-shannon divergence and its application in multi-attribute decision making	37
Online multi-object tracking using multi-function integration and tracking simulation training	36
Multilingual topic modeling for tracking COVID-19 trends based on Facebook data analysis	36
Automated major depressive disorder detection using melamine pattern with EEG signals	36
Semantic segmentation in medical images through transfused convolution and transformer networks	36
Supervised learning model for identifying illegal activities in Bitcoin	36
Novel best path selection approach based on hybrid improved A* algorithm and reinforcement learning	35
Transformer models used for text-based question answering systems	35
Development and application of equilibrium optimizer for optimal power flow calculation of power system	35
Stacked-autoencoder-based model for COVID-19 diagnosis on CT images	35
A novel filter feature selection algorithm based on relief	34
A unified approach for detection of Clickbait videos on YouTube using cognitive evidences	34
Feature selection techniques in the context of big data: taxonomy and analysis	34
Local community detection algorithm based on local modularity density	34
Multi-robot exploration in task allocation problem	34
Hyper-parameter optimization of deep learning architectures using artificial bee colony (ABC) algorithm for high performance real-time automatic colorectal cancer (CRC) polyp detection	34
An improved U-Net method for the semantic segmentation of remote sensing images	34
New approaches for mining regular high utility sequential patterns	33
Parameter identification of robot manipulators with unknown payloads using an improved chaotic sparrow search algorithm	33
Multiple attentional path aggregation network for marine object detection	33
ELECTRE-II method for group decision-making in Pythagorean fuzzy environment	33
Lightweight and efficient asymmetric network design for real-time semantic segmentation	33
Improved binary pigeon-inspired optimization and its application for feature selection	33
Convolutional residual network to short-term load forecasting	33
A new clustering method for the diagnosis of CoVID19 using medical images	33
A robust zero-watermarking algorithm for lossless copyright protection of medical images	32
A new distance-based total uncertainty measure in Dempster-Shafer evidence theory	32
Masked-face recognition using deep metric learning and FaceMaskNet-21	32
Teaching-learning-based pathfinder algorithm for function and engineering optimization problems	32
Robust twin bounded support vector machines for outliers and imbalanced data	32
Truss optimization with natural frequency constraints using generalized normal distribution optimization	32
A Cluster-based Stratified Hybrid Decision Support Model under Uncertainty: Sustainable Healthcare Landfill Location Selection	32
YOLOv3-MT: A YOLOv3 using multi-target tracking for vehicle visual detection	32
An empirical study of ensemble techniques for software fault prediction	32
Automated detection of cyclic alternating pattern and classification of sleep stages using deep neural network	32
Link traffic speed forecasting using convolutional attention-based gated recurrent unit	32
K-centroid link: a novel hierarchical clustering linkage method	31
Prediction of software vulnerability based deep symbiotic genetic algorithms: Phenotyping of dominant-features	31
Analysis and implementation of no-equilibrium chaotic system with application in image encryption	31
RMAN: Relational multi-head attention neural network for joint extraction of entities and relations	31
Predictively encoded graph convolutional network for noise-robust skeleton-based action recognition	31
Robot navigation in a crowd by integrating deep reinforcement learning and online planning	31
An optimal deep learning framework for multi-type hemorrhagic lesions detection and quantification in head CT images for traumatic brain injury	31
EmNet: a deep integrated convolutional neural network for facial emotion recognition in the wild	31
A survey for user behavior analysis based on machine learning techniques: current models and applications	30
Hinge attention network: A joint model for diabetic retinopathy severity grading	30
Small object detection via dual inspection mechanism for UAV visual images	30
Sentiment analysis for customer relationship management: an incremental learning approach	30
A gradient boosting machine learning approach in modeling the impact of temperature and humidity on the transmission rate of COVID-19 in India	30
Distractor-aware visual tracking using hierarchical correlation filters adaptive selection	30
A new humanitarian relief logistic network for multi-objective optimization under stochastic programming	30

SAT-Net: a side attention network for retinal image segmentation	29
Teacher-student collaborative knowledge distillation for image classification	29
MS-SSD: multi-scale single shot detector for ship detection in remote sensing images	29
MMNet: Multi-modal multi-stage network for RGB-T image semantic segmentation	29
Zero-day Ransomware Attack Detection using Deep Contractive Autoencoder and Voting based Ensemble Classifier	29
Explainable deep neural networks for novel viral genome prediction	29
Multilevel thresholding image segmentation using meta-heuristic optimization algorithms: comparative analysis, open challenges and new trends	29
Research progress of zero-shot learning	29
Deep learning-based improved snapshot ensemble technique for COVID-19 chest X-ray classification	28
Convolutional neural networks and temporal CNNs for COVID-19 forecasting in France	28
Identifying influential nodes in weighted complex networks using an improved WVoteRank approach	28
KG-DTI: a knowledge graph based deep learning method for drug-target interaction predictions and Alzheimer’s disease drug repositions	28
A new non-adaptive optimization method: Stochastic gradient descent with momentum and difference	28
A new multi-feature fusion based convolutional neural network for facial expression recognition	28
TransGait: Multimodal-based gait recognition with set transformer	28
Automatic coronary artery segmentation algorithm based on deep learning and digital image processing	27
Classification framework for faulty-software using enhanced exploratory whale optimizer-based feature selection scheme and random forest ensemble learning	27
A new correlation coefficient of mass function in evidence theory and its application in fault diagnosis	27
An enhanced seagull optimization algorithm for solving engineering optimization problems	27
Multi-stream fish detection in unconstrained underwater videos by the fusion of two convolutional neural network detectors	27
RLPath: a knowledge graph link prediction method using reinforcement learning based attentive relation path searching and representation learning	26
An elite-guided hierarchical differential evolution algorithm	26
A new SEAIRD pandemic prediction model with clinical and epidemiological data analysis on COVID-19 outbreak	26
Deep learning based 3D target detection for indoor scenes	26
Multi-city traffic flow forecasting via multi-task learning	26
A fuzzy rough set approach to hierarchical feature selection based on Hausdorff distance	26
MC-Net: multi-scale context-attention network for medical CT image segmentation	26
Cost-efficient multi-service task offloading scheduling for mobile edge computing	26
STA-Net: spatial-temporal attention network for video salient object detection	26
A modified hybrid rice optimization algorithm for solving 0-1 knapsack problem	26
Deep traffic congestion prediction model based on road segment grouping	26
Novel translation knowledge graph completion model based on 2D convolution	26
A graph-based QoS prediction approach for web service recommendation	26
Black hole algorithm: A comprehensive survey	25
An effective dynamic spatiotemporal framework with external features information for traffic prediction	25
Evidential fully convolutional network for semantic segmentation	25
Subtler mixed attention network on fine-grained image classification	25
Arithmetic optimization algorithm based on elementary function disturbance for solving economic load dispatch problem in power system	25
Sparse co-attention visual question answering networks based on thresholds	25
Linguistic Pythagorean hesitant fuzzy matrix game and its application in multi-criteria decision making	25
Iteratively local fisher score for feature selection	25
Learning to trade in financial time series using high-frequency through wavelet transformation and deep reinforcement learning	25
One-class ensemble classifier for data imbalance problems	25
Cross-domain person re-identification by hybrid supervised and unsupervised learning	25
Memory network with hierarchical multi-head attention for aspect-based sentiment analysis	25
Lung cancer detection using enhanced segmentation accuracy	25
Intelligent fault diagnosis of rolling bearing based on novel CNN model considering data imbalance	25
A novel general-purpose hybrid model for time series forecasting	24
New method for emergency decision making with an integrated regret theory-EDAS method in 2-tuple spherical linguistic environment	24
Improved Salp swarm algorithm for solving single-objective continuous optimization problems	24
Optimal deep learning control for modernized microgrids	24
A many-objective optimized task allocation scheduling model in cloud computing	24
Pyramid-dilated deep convolutional neural network for crowd counting	24
Label flipping attacks against Naive Bayes on spam filtering systems	24
A lightweight intelligent network intrusion detection system using OCSVM and Pigeon inspired optimizer	24
STGMN: A gated multi-graph convolutional network framework for traffic flow prediction	24
HT-Net: hierarchical context-attention transformer network for medical ct image segmentation	24
Multi-attribute group decision-making model for selecting the most suitable construction company using the linguistic interval-valued T-spherical fuzzy TOPSIS method	24
Chaotic arithmetic optimization algorithm	24
TSPIN: mining top-k stable periodic patterns	24
Effect of random walk methods on searching efficiency in swarm robots for area exploration	24
ConvNet frameworks for multi-modal fake news detection	24
DSDCLA: driving style detection via hybrid CNN-LSTM with multi-level attention fusion	24
Automatic prognosis of lung cancer using heterogeneous deep learning models for nodule detection and eliciting its morphological features	24
Research on improved wavelet convolutional wavelet neural networks	24
Solving feature selection problems by combining mutation and crossover operations with the monarch butterfly optimization algorithm	23
Personalized recommendation with knowledge graph via dual-autoencoder	23
Rank-driven salp swarm algorithm with orthogonal opposition-based learning for global optimization	23
Low-light image enhancement based on multi-illumination estimation	23
An improved evidence fusion algorithm in multi-sensor systems	23
ASFS: A novel streaming feature selection for multi-label data based on neighborhood rough set	23
Parameter identification of permanent magnet synchronous motors using quasi-opposition-based particle swarm optimization and hybrid chaotic particle swarm optimization algorithms	23
Explainable mutual fund recommendation system developed based on knowledge graph embeddings	23
Accurate workload prediction for edge data centers: Savitzky-Golay filter, CNN and BiLSTM with attention mechanism	23
An analysis of optimal pricing strategy and inventory scheduling policy for a non-instantaneous deteriorating item in a two-layer supply chain	23
Depression and anorexia detection in social media as a one-class classification problem	23
Incomplete multi-view clustering with multiple imputation and ensemble clustering	23
Deep learning-based important weights-only transfer learning approach for COVID-19 CT-scan classification	23
Opposition-based sine cosine optimizer utilizing refraction learning and variable neighborhood search for feature selection	23
SEIAQRDT model for the spread of novel coronavirus (COVID-19): A case study in India	23
Attribute reduction approaches under interval-valued q-rung orthopair fuzzy soft framework	23
A distributed task reassignment method in dynamic environment for multi-UAV system	23
Multi-scale patch-GAN with edge detection for image inpainting	23
FHUQI-Miner: Fast high utility quantitative itemset mining	23
HybridNet: Integrating GCN and CNN for skeleton-based action recognition	23
Semantic segmentation of 3D LiDAR data using deep learning: a review of projection-based methods	22
Attention-based fusion factor in FPN for object detection	22
Two robust long short-term memory frameworks for trading stocks	22
A novel whale optimization algorithm of path planning strategy for mobile robots	22
Detection of rumor conversations in Twitter using graph convolutional networks	22
Multi-scale depth information fusion network for image dehazing	22
C-CADZ: computational intelligence system for coronary artery disease detection using Z-Alizadeh Sani dataset	22
MMNet: A multi-scale deep learning network for the left ventricular segmentation of cardiac MRI images	22
Memory-based approaches for eliminating premature convergence in particle swarm optimization	22
Least squares large margin distribution machine for regression	22