Applied Intelligence

Article	Citations
Archimedes optimization algorithm: a new metaheuristic algorithm for solving optimization problems	571
Classification of COVID-19 in chest X-ray images using DeTraC deep convolutional neural network	535
Deep learning based detection and analysis of COVID-19 on chest X-ray images	329
Deep transfer learning-based automated detection of COVID-19 from lung CT scan slices	240
A review of mathematical modeling, artificial intelligence and datasets used in the study, prediction and management of COVID-19	212
Attention-based VGG-16 model for COVID-19 chest X-ray image classification	178
Image super-resolution reconstruction based on feature map attention mechanism	158
Deep neural network to detect COVID-19: one architecture for both CT Scans and Chest X-rays	139
COVID-19 open source data sets: a comprehensive survey	132
Deep learning in multi-object detection and tracking: state of the art	128
Cropping and attention based approach for masked face recognition	127
Generalization of Dempster–Shafer theory: A complex mass function	123
COVIDetectioNet: COVID-19 diagnosis system based on X-ray images using features selected from pre-learned deep features ensemble	122
The geometry of three-way decision	122
Automated diagnosis of COVID-19 with limited posteroanterior chest X-ray images using fine-tuned deep neural networks	121
Pruning filters with L1-norm and capped L1-norm for CNN compression	114
COVID-19 detection and disease progression visualization: Deep learning on chest X-rays for classification and coarse localization	112
Transient search optimization: a new meta-heuristic optimization algorithm	109
Design and analysis of a large-scale COVID-19 tweets dataset	105
OptCoNet: an optimized convolutional neural network for an automatic diagnosis of COVID-19	105
A novel cause analysis approach of grey reasoning Petri net based on matrix operations	100
A comprehensive survey on feature selection in the various fields of machine learning	94
A hybrid stock price index forecasting model based on variational mode decomposition and LSTM network	93
End-to-end CNN + LSTM deep learning approach for bearing fault diagnosis	89
Deepfakes generation and detection: state-of-the-art, open challenges, countermeasures, and way forward	89

I-SiamIDS: an improved Siam-IDS for handling class imbalance in network-based intrusion detection systems	87
Detection of COVID-19 using CXR and CT images using Transfer Learning and Haralick features	80
SA-FPN: An effective feature pyramid network for crowded human detection	80
Densely connected convolutional networks-based COVID-19 screening model	80
An intrusion detection approach based on improved deep belief network	79
A panoramic view and swot analysis of artificial intelligence for achieving the sustainable development goals by 2030: progress and prospects	78
Citrus disease detection and classification using end-to-end anchor-based deep learning model	76
Confidence interval for micro-averaged F1 and macro-averaged F1 scores	75
GC-LSTM: graph convolution embedded LSTM for dynamic network link prediction	74
Feature selection based on mutual information with correlation coefficient	73
RSOD: Real-time small object detection algorithm in UAV-based traffic monitoring	72
Spatial-temporal graph neural network for traffic forecasting: An overview and open research issues	71
Economic data analytic AI technique on IoT edge devices for health monitoring of agriculture machines	70
Temperate fish detection and classification: a deep learning based approach	70
A review of cooperative multi-agent deep reinforcement learning	68
Unsupervised deep learning approach for network intrusion detection combining convolutional autoencoder and one-class SVM	67
Hybrid CNN-LSTM deep learning model and ensemble technique for automatic detection of myocardial infarction using big ECG data	67
A multi-layer and multi-ensemble stock trader using deep learning and deep reinforcement learning	66
TIRNet: Object detection in thermal infrared images for autonomous driving	65
Personalized recommendation system based on knowledge embedding and historical behavior	65
“Fast deep learning computer-aided diagnosis of COVID-19 based on digital chest x-ray images”	64
A combined multiple action recognition and summarization for surveillance video sequences	63
An intelligent and blind dual color image watermarking for authentication and copyright protection	62
Using artificial intelligence techniques for COVID-19 genome analysis	62
A patient network-based machine learning model for disease prediction: The case of type 2 diabetes mellitus	61
An automatic approach based on CNN architecture to detect Covid-19 disease from chest X-ray images	61
Sea-horse optimizer: a novel nature-inspired meta-heuristic for global optimization problems	61
M-FFN: multi-scale feature fusion network for image captioning	59
Multi-modal medical image fusion based on equilibrium optimizer algorithm and local energy functions	59
A bi-stage feature selection approach for COVID-19 prediction using chest CT images	58
Masked face recognition with convolutional neural networks and local binary patterns	57
Machine learning techniques applied to mechanical fault diagnosis and fault prognosis in the context of real industrial manufacturing use-cases: a systematic literature review	56
A new base basic probability assignment approach for conflict data fusion in the evidence theory	55
A deep learning approach for person identification using ear biometrics	55
SMOTE-WENN: Solving class imbalance and small sample problems by oversampling and distance scaling	54
Deep learning models for predictive maintenance: a survey, comparison, challenges and prospects	54
Reinforcement learning algorithm for non-stationary environments	54
A tree-based stacking ensemble technique with feature selection for network intrusion detection	53
An improved aspect-category sentiment analysis model for text sentiment analysis based on RoBERTa	53
Transfer learning based hybrid 2D-3D CNN for traffic sign recognition and semantic road detection applied in advanced driver assistance systems	53
Sensor data-driven structural damage detection based on deep convolutional neural networks and continuous wavelet transform	52
EfficientPose: Scalable single-person pose estimation	52
Light-YOLOv3: fast method for detecting green mangoes in complex scenes using picking robots	52
Convolutional neural network based on attention mechanism and Bi-LSTM for bearing remaining life prediction	50
Dynamic updating approximations of local generalized multigranulation neighborhood rough set	50
Research on image Inpainting algorithm of improved GAN based on two-discriminations networks	49
An optimal deep learning-based LSTM for stock price prediction using twitter sentiment analysis	49
Deep facial spatiotemporal network for engagement prediction in online learning	48
A novel hybrid particle swarm optimization for multi-UAV cooperate path planning	48
Combining time-series evidence: A complex network model based on a visibility graph and belief entropy	48

Automatic detection of COVID-19 from chest CT scan and chest X-Rays images using deep learning, transfer learning and stacking	47
A q-rung orthopair fuzzy MARCOS method using novel score function and its application to solid waste management	47
S-shaped and V-shaped gaining-sharing knowledge-based algorithm for feature selection	47
An efficient intuitionistic fuzzy MULTIMOORA approach based on novel aggregation operators for the assessment of solid waste management techniques	46
Mask-guided SSD for small-object detection	46
An efficient chaos based image encryption algorithm using enhanced thorp shuffle and chaotic convolution function	45
Lightning search algorithm: a comprehensive survey	45
Attention-based residual autoencoder for video anomaly detection	45
Multi-split optimized bagging ensemble model selection for multi-class educational data mining	44
Moth-flame optimization algorithm based on diversity and mutation strategy	43
A hybrid two-stage financial stock forecasting algorithm based on clustering and ensemble learning	43
Kalman filter based short term prediction model for COVID-19 spread	43
General Performance Score for classification problems	42
Multi-scale spatiotemporal graph convolution network for air quality prediction	42
W-net and inception residual network for skin lesion segmentation and classification	42
A closed-loop supply chain configuration considering environmental impacts: a self-adaptive NSGA-II algorithm	41
Robust visual tracking for UAVs with dynamic feature weight selection	41
Developing a BERT based triple classification model using knowledge graph embedding for question answering system	41
Sentiment analysis of Chinese stock reviews based on BERT model	41
A novel bat algorithm with dynamic membrane structure for optimization problems	40
Enhanced Gaussian process regression-based forecasting model for COVID-19 outbreak and significance of IoT for its detection	40
A deep learning system that generates quantitative CT reports for diagnosing pulmonary Tuberculosis	40
Bearing fault diagnosis based on combined multi-scale weighted entropy morphological filtering and bi-LSTM	40
A novel ant colony optimization based on game for traveling salesman problem	40
Automatic fabric defect detection using a wide-and-light network	40
A recurrent neural network for urban long-term traffic flow forecasting	40
30th Anniversary of Applied Intelligence: A combination of bibliometrics and thematic analysis using SciMAT	39
A privacy-conserving framework based intrusion detection method for detecting and recognizing malicious behaviours in cyber-physical power networks	39
A classification method to detect faults in a rotating machinery based on kernelled support tensor machine and multilinear principal component analysis	38
Convalescent-plasma-transfusion intelligent framework for rescuing COVID-19 patients across centralised/decentralised telemedicine hospitals based on AHP-group TOPSIS and matching component	38
A hybrid algorithm for the university course timetabling problem using the improved parallel genetic algorithm and local search	38
Intelligent system for COVID-19 prognosis: a state-of-the-art survey	38
Joint pyramid attention network for real-time semantic segmentation of urban scenes	38
Underwater image enhancement method via multi-feature prior fusion	37
Community detection in social recommender systems: a survey	37
Effective Constructive Heuristic and Metaheuristic for the Distributed Assembly Blocking Flow-shop Scheduling Problem	37
An intelligent fault diagnosis method for rotating machinery based on data fusion and deep residual neural network	37
FOX: a FOX-inspired optimization algorithm	37
Decision making under measure-based granular uncertainty with intuitionistic fuzzy sets	36
FPANet: Feature pyramid aggregation network for real-time semantic segmentation	36
Generalized quantum evidence theory	36
Selection of key features for PM2.5 prediction using a wavelet model and RBF-LSTM	36
Bonobo optimizer (BO): an intelligent heuristic with self-adjusting parameters over continuous spaces and its applications to engineering problems	35
A group consensus-based travel destination evaluation method with online reviews	35
IM-ELPR: Influence maximization in social networks using label propagation based community structure	35
Interval-valued intuitionistic fuzzy jenson-shannon divergence and its application in multi-attribute decision making	34
Corona-Nidaan: lightweight deep convolutional neural network for chest X-Ray based COVID-19 infection detection	34
Aspect-gated graph convolutional networks for aspect-based sentiment analysis	34
Deep learning based multimodal complex human activity recognition using wearable devices	33
Pearson correlation coefficient-based pheromone refactoring mechanism for multi-colony ant colony optimization	33
Novel best path selection approach based on hybrid improved A* algorithm and reinforcement learning	33
Adaptive spatial-temporal graph attention networks for traffic flow forecasting	33
Stacked-autoencoder-based model for COVID-19 diagnosis on CT images	33
Enhancing recommendation accuracy of item-based collaborative filtering using Bhattacharyya coefficient and most similar item	32
Feature selection and hyper parameters optimization for short-term wind power forecast	32
Portfolio management system in equity market neutral using reinforcement learning	32
Automated detection of cyclic alternating pattern and classification of sleep stages using deep neural network	32
New approaches for mining regular high utility sequential patterns	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
Teaching-learning-based pathfinder algorithm for function and engineering optimization problems	32
ELECTRE-II method for group decision-making in Pythagorean fuzzy environment	31
Underwater vision enhancement technologies: a comprehensive review, challenges, and recent trends	31
Multi-robot exploration in task allocation problem	31
Dynamic knowledge graph based fake-review detection	31
Online multi-object tracking using multi-function integration and tracking simulation training	31
Automated major depressive disorder detection using melamine pattern with EEG signals	31
Link traffic speed forecasting using convolutional attention-based gated recurrent unit	31
An image encryption algorithm using a dynamic S-box and chaotic maps	31
Short term electric load forecasting using hybrid algorithm for smart cities	31
Convolutional residual network to short-term load forecasting	30
A novel multi-module integrated intrusion detection system for high-dimensional imbalanced data	30
Finding every car: a traffic surveillance multi-scale vehicle object detection method	30
Multilingual topic modeling for tracking COVID-19 trends based on Facebook data analysis	30
Semantic segmentation in medical images through transfused convolution and transformer networks	30
E-FCNN for tiny facial expression recognition	30
Local community detection algorithm based on local modularity density	30
Deep learning and control algorithms of direct perception for autonomous driving	30
Robust twin bounded support vector machines for outliers and imbalanced data	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
Ranking influential nodes in complex networks based on local and global structures	29
An improved moth-flame optimization algorithm with orthogonal opposition-based learning and modified position updating mechanism of moths for global optimization problems	29
Supervised learning model for identifying illegal activities in Bitcoin	29
A robust zero-watermarking algorithm for lossless copyright protection of medical images	29
Image super-resolution via channel attention and spatial attention	29
A stable community detection approach for complex network based on density peak clustering and label propagation	29
Prediction of software vulnerability based deep symbiotic genetic algorithms: Phenotyping of dominant-features	29
YOLOv3-MT: A YOLOv3 using multi-target tracking for vehicle visual detection	28
Analysis and implementation of no-equilibrium chaotic system with application in image encryption	28
Distractor-aware visual tracking using hierarchical correlation filters adaptive selection	28
EmNet: a deep integrated convolutional neural network for facial emotion recognition in the wild	28
Neural attention model for recommendation based on factorization machines	28
An evacuation simulation method based on an improved artificial bee colony algorithm and a social force model	28
Development and application of equilibrium optimizer for optimal power flow calculation of power system	28
S3D-CNN: skeleton-based 3D consecutive-low-pooling neural network for fall detection	28
Dynamic FDB selection method and its application: modeling and optimizing of directional overcurrent relays coordination	28
A deep ensemble learning method for colorectal polyp classification with optimized network parameters	28
Three-dimensional DenseNet self-attention neural network for automatic detection of student’s engagement	28
RMAN: Relational multi-head attention neural network for joint extraction of entities and relations	27
Forecasting COVID-19 outbreak progression using hybrid polynomial-Bayesian ridge regression model	27
Sentiment analysis for customer relationship management: an incremental learning approach	27
Multiple attentional path aggregation network for marine object detection	27
Deep reinforcement learning for the dynamic and uncertain vehicle routing problem	27
A new distance-based total uncertainty measure in Dempster-Shafer evidence theory	27
SAT-Net: a side attention network for retinal image segmentation	27
A gradient boosting machine learning approach in modeling the impact of temperature and humidity on the transmission rate of COVID-19 in India	27
Convolutional neural networks and temporal CNNs for COVID-19 forecasting in France	27
Research on highway vehicle detection based on faster R-CNN and domain adaptation	27
Crowd counting method based on the self-attention residual network	27
Feature selection techniques in the context of big data: taxonomy and analysis	27
Identifying influential nodes in weighted complex networks using an improved WVoteRank approach	26
Decision-making method based on new entropy and refined single-valued neutrosophic sets and its application in typhoon disaster assessment	26
Modular design patterns for hybrid learning and reasoning systems	26
Fast and accurate cable detection using CNN	26
Parameter identification of robot manipulators with unknown payloads using an improved chaotic sparrow search algorithm	26
A new multi-feature fusion based convolutional neural network for facial expression recognition	26
Truss optimization with natural frequency constraints using generalized normal distribution optimization	26
Masked-face recognition using deep metric learning and FaceMaskNet-21	26
MMNet: Multi-modal multi-stage network for RGB-T image semantic segmentation	26
Lightweight and efficient asymmetric network design for real-time semantic segmentation	26
DeepFake detection algorithm based on improved vision transformer	26
A survey for user behavior analysis based on machine learning techniques: current models and applications	25
An optimal deep learning framework for multi-type hemorrhagic lesions detection and quantification in head CT images for traumatic brain injury	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	25
Deep learning-based improved snapshot ensemble technique for COVID-19 chest X-ray classification	25
Joint label-specific features and label correlation for multi-label learning with missing label	25
A graph-based QoS prediction approach for web service recommendation	25
Multi-city traffic flow forecasting via multi-task learning	25
An empirical study of ensemble techniques for software fault prediction	25
Cluster-based information retrieval using pattern mining	25
STA-Net: spatial-temporal attention network for video salient object detection	24
Hinge attention network: A joint model for diabetic retinopathy severity grading	24
Time-aware sequence model for next-item recommendation	24
A new correlation coefficient of mass function in evidence theory and its application in fault diagnosis	24
Multi-objective traveling salesman problem: an ABC approach	24
LipschitzLR: Using theoretically computed adaptive learning rates for fast convergence	24
A novel active multi-source transfer learning algorithm for time series forecasting	24
A new non-adaptive optimization method: Stochastic gradient descent with momentum and difference	24
Cost-effective workflow scheduling approach on cloud under deadline constraint using firefly algorithm	24
An elite-guided hierarchical differential evolution algorithm	24
Small object detection via dual inspection mechanism for UAV visual images	24
MS-SSD: multi-scale single shot detector for ship detection in remote sensing images	23
Incrementally updating the high average-utility patterns with pre-large concept	23
KG-DTI: a knowledge graph based deep learning method for drug-target interaction predictions and Alzheimer’s disease drug repositions	23
A many-objective optimized task allocation scheduling model in cloud computing	23
Predictively encoded graph convolutional network for noise-robust skeleton-based action recognition	23
Rank-driven salp swarm algorithm with orthogonal opposition-based learning for global optimization	23
K-centroid link: a novel hierarchical clustering linkage method	23
RLPath: a knowledge graph link prediction method using reinforcement learning based attentive relation path searching and representation learning	23
One-class ensemble classifier for data imbalance problems	23
A novel filter feature selection algorithm based on relief	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
Multi-stream fish detection in unconstrained underwater videos by the fusion of two convolutional neural network detectors	23
Is position important? deep multi-task learning for aspect-based sentiment analysis	23
Research on improved wavelet convolutional wavelet neural networks	23
Deep traffic congestion prediction model based on road segment grouping	23
Deep learning based 3D target detection for indoor scenes	23
An improved U-Net method for the semantic segmentation of remote sensing images	22
An improved evidence fusion algorithm in multi-sensor systems	22
New method for emergency decision making with an integrated regret theory-EDAS method in 2-tuple spherical linguistic environment	22
SEIAQRDT model for the spread of novel coronavirus (COVID-19): A case study in India	22
Cross-domain person re-identification by hybrid supervised and unsupervised learning	22
Zero-day Ransomware Attack Detection using Deep Contractive Autoencoder and Voting based Ensemble Classifier	22
Lung cancer detection using enhanced segmentation accuracy	22
A lightweight intelligent network intrusion detection system using OCSVM and Pigeon inspired optimizer	22
Intelligent fault diagnosis of rolling bearing based on novel CNN model considering data imbalance	22
MC-Net: multi-scale context-attention network for medical CT image segmentation	22
Solving feature selection problems by combining mutation and crossover operations with the monarch butterfly optimization algorithm	22
Research progress of zero-shot learning	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
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