Applied Intelligence

Article	Citations
Archimedes optimization algorithm: a new metaheuristic algorithm for solving optimization problems	556
Classification of COVID-19 in chest X-ray images using DeTraC deep convolutional neural network	522
Deep learning based detection and analysis of COVID-19 on chest X-ray images	325
Deep transfer learning-based automated detection of COVID-19 from lung CT scan slices	235
A review of mathematical modeling, artificial intelligence and datasets used in the study, prediction and management of COVID-19	206
RETRACTED ARTICLE: Deep learning system to screen coronavirus disease 2019 pneumonia	191
Attention-based VGG-16 model for COVID-19 chest X-ray image classification	174
Image super-resolution reconstruction based on feature map attention mechanism	152
Deep neural network to detect COVID-19: one architecture for both CT Scans and Chest X-rays	138
COVID-19 open source data sets: a comprehensive survey	127
Deep learning in multi-object detection and tracking: state of the art	122
Cropping and attention based approach for masked face recognition	122
COVIDetectioNet: COVID-19 diagnosis system based on X-ray images using features selected from pre-learned deep features ensemble	121
Generalization of Dempster–Shafer theory: A complex mass function	120
Automated diagnosis of COVID-19 with limited posteroanterior chest X-ray images using fine-tuned deep neural networks	117
The geometry of three-way decision	117
Pruning filters with L1-norm and capped L1-norm for CNN compression	111
COVID-19 detection and disease progression visualization: Deep learning on chest X-rays for classification and coarse localization	107
Transient search optimization: a new meta-heuristic optimization algorithm	106
OptCoNet: an optimized convolutional neural network for an automatic diagnosis of COVID-19	103
Design and analysis of a large-scale COVID-19 tweets dataset	100
A novel cause analysis approach of grey reasoning Petri net based on matrix operations	93
A hybrid stock price index forecasting model based on variational mode decomposition and LSTM network	92
A comprehensive survey on feature selection in the various fields of machine learning	88
I-SiamIDS: an improved Siam-IDS for handling class imbalance in network-based intrusion detection systems	84

End-to-end CNN + LSTM deep learning approach for bearing fault diagnosis	84
Deepfakes generation and detection: state-of-the-art, open challenges, countermeasures, and way forward	83
Densely connected convolutional networks-based COVID-19 screening model	79
SA-FPN: An effective feature pyramid network for crowded human detection	79
An intrusion detection approach based on improved deep belief network	78
Detection of COVID-19 using CXR and CT images using Transfer Learning and Haralick features	77
A panoramic view and swot analysis of artificial intelligence for achieving the sustainable development goals by 2030: progress and prospects	74
Citrus disease detection and classification using end-to-end anchor-based deep learning model	72
Confidence interval for micro-averaged F1 and macro-averaged F1 scores	69
RSOD: Real-time small object detection algorithm in UAV-based traffic monitoring	68
GC-LSTM: graph convolution embedded LSTM for dynamic network link prediction	68
Economic data analytic AI technique on IoT edge devices for health monitoring of agriculture machines	68
Feature selection based on mutual information with correlation coefficient	68
Spatial-temporal graph neural network for traffic forecasting: An overview and open research issues	67
Temperate fish detection and classification: a deep learning based approach	66
A multi-layer and multi-ensemble stock trader using deep learning and deep reinforcement learning	65
Unsupervised deep learning approach for network intrusion detection combining convolutional autoencoder and one-class SVM	65
Personalized recommendation system based on knowledge embedding and historical behavior	64
A combined multiple action recognition and summarization for surveillance video sequences	63
“Fast deep learning computer-aided diagnosis of COVID-19 based on digital chest x-ray images”	62
An intelligent and blind dual color image watermarking for authentication and copyright protection	62
TIRNet: Object detection in thermal infrared images for autonomous driving	62
Hybrid CNN-LSTM deep learning model and ensemble technique for automatic detection of myocardial infarction using big ECG data	62
Using artificial intelligence techniques for COVID-19 genome analysis	61
A review of cooperative multi-agent deep reinforcement learning	60
Multi-modal medical image fusion based on equilibrium optimizer algorithm and local energy functions	59
An automatic approach based on CNN architecture to detect Covid-19 disease from chest X-ray images	59
M-FFN: multi-scale feature fusion network for image captioning	59
A bi-stage feature selection approach for COVID-19 prediction using chest CT images	57
A patient network-based machine learning model for disease prediction: The case of type 2 diabetes mellitus	55
Masked face recognition with convolutional neural networks and local binary patterns	54
A deep learning approach for person identification using ear biometrics	54
A new base basic probability assignment approach for conflict data fusion in the evidence theory	54
Machine learning techniques applied to mechanical fault diagnosis and fault prognosis in the context of real industrial manufacturing use-cases: a systematic literature review	54
SMOTE-WENN: Solving class imbalance and small sample problems by oversampling and distance scaling	53
Light-YOLOv3: fast method for detecting green mangoes in complex scenes using picking robots	52
Deep learning models for predictive maintenance: a survey, comparison, challenges and prospects	52
EfficientPose: Scalable single-person pose estimation	51
Transfer learning based hybrid 2D-3D CNN for traffic sign recognition and semantic road detection applied in advanced driver assistance systems	51
An improved aspect-category sentiment analysis model for text sentiment analysis based on RoBERTa	51
Sensor data-driven structural damage detection based on deep convolutional neural networks and continuous wavelet transform	50
Reinforcement learning algorithm for non-stationary environments	50
Dynamic updating approximations of local generalized multigranulation neighborhood rough set	49
Sea-horse optimizer: a novel nature-inspired meta-heuristic for global optimization problems	49
Deep facial spatiotemporal network for engagement prediction in online learning	48
A tree-based stacking ensemble technique with feature selection for network intrusion detection	48
Convolutional neural network based on attention mechanism and Bi-LSTM for bearing remaining life prediction	47
Combining time-series evidence: A complex network model based on a visibility graph and belief entropy	47
An efficient intuitionistic fuzzy MULTIMOORA approach based on novel aggregation operators for the assessment of solid waste management techniques	46
Research on image Inpainting algorithm of improved GAN based on two-discriminations networks	46

A novel hybrid particle swarm optimization for multi-UAV cooperate path planning	46
Mask-guided SSD for small-object detection	45
Lightning search algorithm: a comprehensive survey	45
Multi-split optimized bagging ensemble model selection for multi-class educational data mining	44
Automatic detection of COVID-19 from chest CT scan and chest X-Rays images using deep learning, transfer learning and stacking	44
Moth-flame optimization algorithm based on diversity and mutation strategy	43
S-shaped and V-shaped gaining-sharing knowledge-based algorithm for feature selection	43
An efficient chaos based image encryption algorithm using enhanced thorp shuffle and chaotic convolution function	42
An optimal deep learning-based LSTM for stock price prediction using twitter sentiment analysis	42
A hybrid two-stage financial stock forecasting algorithm based on clustering and ensemble learning	42
Sentiment analysis of Chinese stock reviews based on BERT model	41
Kalman filter based short term prediction model for COVID-19 spread	41
A novel bat algorithm with dynamic membrane structure for optimization problems	40
A closed-loop supply chain configuration considering environmental impacts: a self-adaptive NSGA-II algorithm	40
Robust visual tracking for UAVs with dynamic feature weight selection	40
A deep learning system that generates quantitative CT reports for diagnosing pulmonary Tuberculosis	40
A recurrent neural network for urban long-term traffic flow forecasting	40
A q-rung orthopair fuzzy MARCOS method using novel score function and its application to solid waste management	40
Automatic fabric defect detection using a wide-and-light network	40
Multi-scale spatiotemporal graph convolution network for air quality prediction	40
W-net and inception residual network for skin lesion segmentation and classification	40
Attention-based residual autoencoder for video anomaly detection	39
A novel ant colony optimization based on game for traveling salesman problem	39
Developing a BERT based triple classification model using knowledge graph embedding for question answering system	39
Enhanced Gaussian process regression-based forecasting model for COVID-19 outbreak and significance of IoT for its detection	39
30th Anniversary of Applied Intelligence: A combination of bibliometrics and thematic analysis using SciMAT	38
Bearing fault diagnosis based on combined multi-scale weighted entropy morphological filtering and bi-LSTM	38
A classification method to detect faults in a rotating machinery based on kernelled support tensor machine and multilinear principal component analysis	38
General Performance Score for classification problems	38
Effective Constructive Heuristic and Metaheuristic for the Distributed Assembly Blocking Flow-shop Scheduling Problem	37
Intelligent system for COVID-19 prognosis: a state-of-the-art survey	37
An intelligent fault diagnosis method for rotating machinery based on data fusion and deep residual neural network	37
Convalescent-plasma-transfusion intelligent framework for rescuing COVID-19 patients across centralised/decentralised telemedicine hospitals based on AHP-group TOPSIS and matching component	37
A privacy-conserving framework based intrusion detection method for detecting and recognizing malicious behaviours in cyber-physical power networks	36
A hybrid algorithm for the university course timetabling problem using the improved parallel genetic algorithm and local search	36
Decision making under measure-based granular uncertainty with intuitionistic fuzzy sets	36
A group consensus-based travel destination evaluation method with online reviews	35
Selection of key features for PM2.5 prediction using a wavelet model and RBF-LSTM	35
Community detection in social recommender systems: a survey	35
FPANet: Feature pyramid aggregation network for real-time semantic segmentation	34
Underwater image enhancement method via multi-feature prior fusion	34
Aspect-gated graph convolutional networks for aspect-based sentiment analysis	34
Joint pyramid attention network for real-time semantic segmentation of urban scenes	34
Interval-valued intuitionistic fuzzy jenson-shannon divergence and its application in multi-attribute decision making	34
IM-ELPR: Influence maximization in social networks using label propagation based community structure	34
Novel best path selection approach based on hybrid improved A* algorithm and reinforcement learning	33
Generalized quantum evidence theory	33
Pearson correlation coefficient-based pheromone refactoring mechanism for multi-colony ant colony optimization	33
Automated detection of cyclic alternating pattern and classification of sleep stages using deep neural network	32
Enhancing recommendation accuracy of item-based collaborative filtering using Bhattacharyya coefficient and most similar item	32
Deep learning based multimodal complex human activity recognition using wearable devices	32
Stacked-autoencoder-based model for COVID-19 diagnosis on CT images	32
Corona-Nidaan: lightweight deep convolutional neural network for chest X-Ray based COVID-19 infection detection	32
A novel discrete whale optimization algorithm for solving knapsack problems	32
A unified approach for detection of Clickbait videos on YouTube using cognitive evidences	32
Adaptive spatial-temporal graph attention networks for traffic flow forecasting	32
Link traffic speed forecasting using convolutional attention-based gated recurrent unit	31
ELECTRE-II method for group decision-making in Pythagorean fuzzy environment	31
New approaches for mining regular high utility sequential patterns	31
Deep learning and control algorithms of direct perception for autonomous driving	30
A new clustering method for the diagnosis of CoVID19 using medical images	30
Improved binary pigeon-inspired optimization and its application for feature selection	30
Multilingual topic modeling for tracking COVID-19 trends based on Facebook data analysis	30
Online multi-object tracking using multi-function integration and tracking simulation training	30
Bonobo optimizer (BO): an intelligent heuristic with self-adjusting parameters over continuous spaces and its applications to engineering problems	30
Feature selection and hyper parameters optimization for short-term wind power forecast	30
Multi-robot exploration in task allocation problem	30
FOX: a FOX-inspired optimization algorithm	30
Prediction of software vulnerability based deep symbiotic genetic algorithms: Phenotyping of dominant-features	29
Finding every car: a traffic surveillance multi-scale vehicle object detection method	29
Dynamic knowledge graph based fake-review detection	29
Portfolio management system in equity market neutral using reinforcement learning	29
An improved moth-flame optimization algorithm with orthogonal opposition-based learning and modified position updating mechanism of moths for global optimization problems	29
Automated major depressive disorder detection using melamine pattern with EEG signals	29
Convolutional residual network to short-term load forecasting	29
Semantic segmentation in medical images through transfused convolution and transformer networks	29
Underwater vision enhancement technologies: a comprehensive review, challenges, and recent trends	29
Image super-resolution via channel attention and spatial attention	29
Short term electric load forecasting using hybrid algorithm for smart cities	29
Teaching-learning-based pathfinder algorithm for function and engineering optimization problems	29

A robust zero-watermarking algorithm for lossless copyright protection of medical images	29
An image encryption algorithm using a dynamic S-box and chaotic maps	29
E-FCNN for tiny facial expression recognition	28
Robust twin bounded support vector machines for outliers and imbalanced data	28
YOLOv3-MT: A YOLOv3 using multi-target tracking for vehicle visual detection	27
Crowd counting method based on the self-attention residual network	27
Distractor-aware visual tracking using hierarchical correlation filters adaptive selection	27
Supervised learning model for identifying illegal activities in Bitcoin	27
Ranking influential nodes in complex networks based on local and global structures	27
Neural attention model for recommendation based on factorization machines	27
Development and application of equilibrium optimizer for optimal power flow calculation of power system	27
Three-dimensional DenseNet self-attention neural network for automatic detection of student’s engagement	27
Local community detection algorithm based on local modularity density	27
Analysis and implementation of no-equilibrium chaotic system with application in image encryption	27
A new distance-based total uncertainty measure in Dempster-Shafer evidence theory	27
Sentiment analysis for customer relationship management: an incremental learning approach	27
S3D-CNN: skeleton-based 3D consecutive-low-pooling neural network for fall detection	27
A stable community detection approach for complex network based on density peak clustering and label propagation	26
Modular design patterns for hybrid learning and reasoning systems	26
Decision-making method based on new entropy and refined single-valued neutrosophic sets and its application in typhoon disaster assessment	26
Fast and accurate cable detection using CNN	26
Dynamic FDB selection method and its application: modeling and optimizing of directional overcurrent relays coordination	26
An evacuation simulation method based on an improved artificial bee colony algorithm and a social force model	26
A gradient boosting machine learning approach in modeling the impact of temperature and humidity on the transmission rate of COVID-19 in India	26
DeepFake detection algorithm based on improved vision transformer	26
Research on highway vehicle detection based on faster R-CNN and domain adaptation	26
A novel multi-module integrated intrusion detection system for high-dimensional imbalanced data	26
Convolutional neural networks and temporal CNNs for COVID-19 forecasting in France	26
Masked-face recognition using deep metric learning and FaceMaskNet-21	25
Local keypoint-based Faster R-CNN	25
Truss optimization with natural frequency constraints using generalized normal distribution optimization	25
Cluster-based information retrieval using pattern mining	25
Multi-city traffic flow forecasting via multi-task learning	25
Forecasting COVID-19 outbreak progression using hybrid polynomial-Bayesian ridge regression model	25
Joint label-specific features and label correlation for multi-label learning with missing label	25
EmNet: a deep integrated convolutional neural network for facial emotion recognition in the wild	25
Identifying influential nodes in weighted complex networks using an improved WVoteRank approach	25
RMAN: Relational multi-head attention neural network for joint extraction of entities and relations	25
Feature selection techniques in the context of big data: taxonomy and analysis	25
A new SEAIRD pandemic prediction model with clinical and epidemiological data analysis on COVID-19 outbreak	25
A Cluster-based Stratified Hybrid Decision Support Model under Uncertainty: Sustainable Healthcare Landfill Location Selection	24
An optimal deep learning framework for multi-type hemorrhagic lesions detection and quantification in head CT images for traumatic brain injury	24
SAT-Net: a side attention network for retinal image segmentation	24
An elite-guided hierarchical differential evolution algorithm	24
Parameter identification of robot manipulators with unknown payloads using an improved chaotic sparrow search algorithm	24
An empirical study of ensemble techniques for software fault prediction	24
Lightweight and efficient asymmetric network design for real-time semantic segmentation	24
Time-aware sequence model for next-item recommendation	24
Deep learning-based improved snapshot ensemble technique for COVID-19 chest X-ray classification	24
MMNet: Multi-modal multi-stage network for RGB-T image semantic segmentation	24
LipschitzLR: Using theoretically computed adaptive learning rates for fast convergence	24
Multiple attentional path aggregation network for marine object detection	24
Research on improved wavelet convolutional wavelet neural networks	23
Predictively encoded graph convolutional network for noise-robust skeleton-based action recognition	23
Deep reinforcement learning for the dynamic and uncertain vehicle routing problem	23
A deep ensemble learning method for colorectal polyp classification with optimized network parameters	23
Cost-effective workflow scheduling approach on cloud under deadline constraint using firefly algorithm	23
Small object detection via dual inspection mechanism for UAV visual images	23
A survey for user behavior analysis based on machine learning techniques: current models and applications	23
A new multi-feature fusion based convolutional neural network for facial expression recognition	23
Hyper-parameter optimization of deep learning architectures using artificial bee colony (ABC) algorithm for high performance real-time automatic colorectal cancer (CRC) polyp detection	23
A novel active multi-source transfer learning algorithm for time series forecasting	23
A new correlation coefficient of mass function in evidence theory and its application in fault diagnosis	23
RLPath: a knowledge graph link prediction method using reinforcement learning based attentive relation path searching and representation learning	23
K-centroid link: a novel hierarchical clustering linkage method	22
STA-Net: spatial-temporal attention network for video salient object detection	22
One-class ensemble classifier for data imbalance problems	22
Arithmetic optimization algorithm based on elementary function disturbance for solving economic load dispatch problem in power system	22
Modeling learner’s dynamic knowledge construction procedure and cognitive item difficulty for knowledge tracing	22
Deep traffic congestion prediction model based on road segment grouping	22
A graph-based QoS prediction approach for web service recommendation	22
Incrementally updating the high average-utility patterns with pre-large concept	22
TSPIN: mining top-k stable periodic patterns	22
A new non-adaptive optimization method: Stochastic gradient descent with momentum and difference	22
Multi-objective traveling salesman problem: an ABC approach	22
A many-objective optimized task allocation scheduling model in cloud computing	22
SEIAQRDT model for the spread of novel coronavirus (COVID-19): A case study in India	22
Zero-day Ransomware Attack Detection using Deep Contractive Autoencoder and Voting based Ensemble Classifier	22
Rank-driven salp swarm algorithm with orthogonal opposition-based learning for global optimization	22
Iteratively local fisher score for feature selection	22
A novel general-purpose hybrid model for time series forecasting	22
Local-CycleGAN: a general end-to-end network for visual enhancement in complex deep-water environment	22
KG-DTI: a knowledge graph based deep learning method for drug-target interaction predictions and Alzheimer’s disease drug repositions	22
A novel filter feature selection algorithm based on relief	22
MC-Net: multi-scale context-attention network for medical CT image segmentation	22
An improved U-Net method for the semantic segmentation of remote sensing images	22
A new humanitarian relief logistic network for multi-objective optimization under stochastic programming	21
Research progress of zero-shot learning	21
Intelligent fault diagnosis of rolling bearing based on novel CNN model considering data imbalance	21
Solving feature selection problems by combining mutation and crossover operations with the monarch butterfly optimization algorithm	21
Multi-scale fractal residual network for image super-resolution	21
Is position important? deep multi-task learning for aspect-based sentiment analysis	21
Cross-domain person re-identification by hybrid supervised and unsupervised learning	21
An effective dynamic spatiotemporal framework with external features information for traffic prediction	21
Hinge attention network: A joint model for diabetic retinopathy severity grading	21