Applied Intelligence

Papers
(The TQCC of Applied Intelligence is 8. 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 2020-09-01 to 2024-09-01.)
ArticleCitations
Archimedes optimization algorithm: a new metaheuristic algorithm for solving optimization problems650
Classification of COVID-19 in chest X-ray images using DeTraC deep convolutional neural network556
Deep learning based detection and analysis of COVID-19 on chest X-ray images351
Attention-based VGG-16 model for COVID-19 chest X-ray image classification201
Image super-resolution reconstruction based on feature map attention mechanism167
Deep learning in multi-object detection and tracking: state of the art153
Deep neural network to detect COVID-19: one architecture for both CT Scans and Chest X-rays142
The geometry of three-way decision140
A comprehensive survey on feature selection in the various fields of machine learning139
Cropping and attention based approach for masked face recognition134
COVID-19 open source data sets: a comprehensive survey132
Automated diagnosis of COVID-19 with limited posteroanterior chest X-ray images using fine-tuned deep neural networks130
COVIDetectioNet: COVID-19 diagnosis system based on X-ray images using features selected from pre-learned deep features ensemble127
Deepfakes generation and detection: state-of-the-art, open challenges, countermeasures, and way forward126
Pruning filters with L1-norm and capped L1-norm for CNN compression120
Design and analysis of a large-scale COVID-19 tweets dataset117
COVID-19 detection and disease progression visualization: Deep learning on chest X-rays for classification and coarse localization114
OptCoNet: an optimized convolutional neural network for an automatic diagnosis of COVID-19113
A novel cause analysis approach of grey reasoning Petri net based on matrix operations103
Citrus disease detection and classification using end-to-end anchor-based deep learning model96
A panoramic view and swot analysis of artificial intelligence for achieving the sustainable development goals by 2030: progress and prospects95
Sea-horse optimizer: a novel nature-inspired meta-heuristic for global optimization problems94
I-SiamIDS: an improved Siam-IDS for handling class imbalance in network-based intrusion detection systems93
Confidence interval for micro-averaged F1 and macro-averaged F1 scores92
A review of cooperative multi-agent deep reinforcement learning91
RSOD: Real-time small object detection algorithm in UAV-based traffic monitoring91
Feature selection based on mutual information with correlation coefficient89
GC-LSTM: graph convolution embedded LSTM for dynamic network link prediction88
Densely connected convolutional networks-based COVID-19 screening model85
SA-FPN: An effective feature pyramid network for crowded human detection84
Hybrid CNN-LSTM deep learning model and ensemble technique for automatic detection of myocardial infarction using big ECG data84
Spatial-temporal graph neural network for traffic forecasting: An overview and open research issues82
Unsupervised deep learning approach for network intrusion detection combining convolutional autoencoder and one-class SVM82
Temperate fish detection and classification: a deep learning based approach82
A multi-layer and multi-ensemble stock trader using deep learning and deep reinforcement learning78
TIRNet: Object detection in thermal infrared images for autonomous driving76
Personalized recommendation system based on knowledge embedding and historical behavior75
An intelligent and blind dual color image watermarking for authentication and copyright protection73
Machine learning techniques applied to mechanical fault diagnosis and fault prognosis in the context of real industrial manufacturing use-cases: a systematic literature review72
Deep learning models for predictive maintenance: a survey, comparison, challenges and prospects70
Using artificial intelligence techniques for COVID-19 genome analysis69
An improved aspect-category sentiment analysis model for text sentiment analysis based on RoBERTa69
A patient network-based machine learning model for disease prediction: The case of type 2 diabetes mellitus68
A tree-based stacking ensemble technique with feature selection for network intrusion detection67
An automatic approach based on CNN architecture to detect Covid-19 disease from chest X-ray images66
Attention-based residual autoencoder for video anomaly detection66
“Fast deep learning computer-aided diagnosis of COVID-19 based on digital chest x-ray images”66
Masked face recognition with convolutional neural networks and local binary patterns66
An optimal deep learning-based LSTM for stock price prediction using twitter sentiment analysis65
FOX: a FOX-inspired optimization algorithm64
Multi-modal medical image fusion based on equilibrium optimizer algorithm and local energy functions63
A bi-stage feature selection approach for COVID-19 prediction using chest CT images63
SMOTE-WENN: Solving class imbalance and small sample problems by oversampling and distance scaling62
A novel hybrid particle swarm optimization for multi-UAV cooperate path planning60
Deep facial spatiotemporal network for engagement prediction in online learning60
A deep learning approach for person identification using ear biometrics59
M-FFN: multi-scale feature fusion network for image captioning59
A new base basic probability assignment approach for conflict data fusion in the evidence theory58
General Performance Score for classification problems58
EfficientPose: Scalable single-person pose estimation58
A q-rung orthopair fuzzy MARCOS method using novel score function and its application to solid waste management57
Convolutional neural network based on attention mechanism and Bi-LSTM for bearing remaining life prediction57
Sensor data-driven structural damage detection based on deep convolutional neural networks and continuous wavelet transform57
Mask-guided SSD for small-object detection55
Automatic detection of COVID-19 from chest CT scan and chest X-Rays images using deep learning, transfer learning and stacking54
An efficient intuitionistic fuzzy MULTIMOORA approach based on novel aggregation operators for the assessment of solid waste management techniques52
Research on image Inpainting algorithm of improved GAN based on two-discriminations networks51
Dynamic updating approximations of local generalized multigranulation neighborhood rough set51
An efficient chaos based image encryption algorithm using enhanced thorp shuffle and chaotic convolution function50
Combining time-series evidence: A complex network model based on a visibility graph and belief entropy50
Lightning search algorithm: a comprehensive survey49
S-shaped and V-shaped gaining-sharing knowledge-based algorithm for feature selection49
Sentiment analysis of Chinese stock reviews based on BERT model48
Developing a BERT based triple classification model using knowledge graph embedding for question answering system48
Multi-scale spatiotemporal graph convolution network for air quality prediction48
Automatic fabric defect detection using a wide-and-light network47
Moth-flame optimization algorithm based on diversity and mutation strategy47
W-net and inception residual network for skin lesion segmentation and classification46
Real-time stereo matching with high accuracy via Spatial Attention-Guided Upsampling46
A deep learning system that generates quantitative CT reports for diagnosing pulmonary Tuberculosis46
A privacy-conserving framework based intrusion detection method for detecting and recognizing malicious behaviours in cyber-physical power networks45
Kalman filter based short term prediction model for COVID-19 spread45
Bonobo optimizer (BO): an intelligent heuristic with self-adjusting parameters over continuous spaces and its applications to engineering problems45
A novel multi-module integrated intrusion detection system for high-dimensional imbalanced data44
A closed-loop supply chain configuration considering environmental impacts: a self-adaptive NSGA-II algorithm44
Underwater image enhancement method via multi-feature prior fusion44
Enhanced Gaussian process regression-based forecasting model for COVID-19 outbreak and significance of IoT for its detection43
An intelligent fault diagnosis method for rotating machinery based on data fusion and deep residual neural network43
A novel bat algorithm with dynamic membrane structure for optimization problems43
Community detection in social recommender systems: a survey43
An image encryption algorithm using a dynamic S-box and chaotic maps42
FPANet: Feature pyramid aggregation network for real-time semantic segmentation42
Convalescent-plasma-transfusion intelligent framework for rescuing COVID-19 patients across centralised/decentralised telemedicine hospitals based on AHP-group TOPSIS and matching component41
30th Anniversary of Applied Intelligence: A combination of bibliometrics and thematic analysis using SciMAT41
Bearing fault diagnosis based on combined multi-scale weighted entropy morphological filtering and bi-LSTM41
Joint pyramid attention network for real-time semantic segmentation of urban scenes41
Decision making under measure-based granular uncertainty with intuitionistic fuzzy sets41
IM-ELPR: Influence maximization in social networks using label propagation based community structure40
Robust visual tracking for UAVs with dynamic feature weight selection40
A classification method to detect faults in a rotating machinery based on kernelled support tensor machine and multilinear principal component analysis40
Generalized quantum evidence theory40
Underwater vision enhancement technologies: a comprehensive review, challenges, and recent trends40
Image super-resolution via channel attention and spatial attention40
Selection of key features for PM2.5 prediction using a wavelet model and RBF-LSTM39
A stable community detection approach for complex network based on density peak clustering and label propagation39
Ranking influential nodes in complex networks based on local and global structures38
A deep ensemble learning method for colorectal polyp classification with optimized network parameters38
Intelligent system for COVID-19 prognosis: a state-of-the-art survey38
A group consensus-based travel destination evaluation method with online reviews38
Deep learning based multimodal complex human activity recognition using wearable devices38
Portfolio management system in equity market neutral using reinforcement learning38
Aspect-gated graph convolutional networks for aspect-based sentiment analysis37
Adaptive spatial-temporal graph attention networks for traffic flow forecasting37
Deep reinforcement learning for the dynamic and uncertain vehicle routing problem37
Interval-valued intuitionistic fuzzy jenson-shannon divergence and its application in multi-attribute decision making37
Corona-Nidaan: lightweight deep convolutional neural network for chest X-Ray based COVID-19 infection detection37
Feature selection and hyper parameters optimization for short-term wind power forecast37
Three-dimensional DenseNet self-attention neural network for automatic detection of student’s engagement37
Dynamic FDB selection method and its application: modeling and optimizing of directional overcurrent relays coordination36
Multilingual topic modeling for tracking COVID-19 trends based on Facebook data analysis36
Semantic segmentation in medical images through transfused convolution and transformer networks36
Research on highway vehicle detection based on faster R-CNN and domain adaptation36
Novel best path selection approach based on hybrid improved A* algorithm and reinforcement learning35
DeepFake detection algorithm based on improved vision transformer35
Automated major depressive disorder detection using melamine pattern with EEG signals35
TextConvoNet: a convolutional neural network based architecture for text classification35
Modular design patterns for hybrid learning and reasoning systems35
Supervised learning model for identifying illegal activities in Bitcoin35
Online multi-object tracking using multi-function integration and tracking simulation training35
Stacked-autoencoder-based model for COVID-19 diagnosis on CT images35
Development and application of equilibrium optimizer for optimal power flow calculation of power system34
Hyper-parameter optimization of deep learning architectures using artificial bee colony (ABC) algorithm for high performance real-time automatic colorectal cancer (CRC) polyp detection34
Multi-robot exploration in task allocation problem34
Local community detection algorithm based on local modularity density34
A unified approach for detection of Clickbait videos on YouTube using cognitive evidences34
An improved U-Net method for the semantic segmentation of remote sensing images34
ELECTRE-II method for group decision-making in Pythagorean fuzzy environment33
A novel filter feature selection algorithm based on relief33
Convolutional residual network to short-term load forecasting33
Feature selection techniques in the context of big data: taxonomy and analysis33
New approaches for mining regular high utility sequential patterns33
A new clustering method for the diagnosis of CoVID19 using medical images33
Improved binary pigeon-inspired optimization and its application for feature selection33
A Cluster-based Stratified Hybrid Decision Support Model under Uncertainty: Sustainable Healthcare Landfill Location Selection32
An empirical study of ensemble techniques for software fault prediction32
Multiple attentional path aggregation network for marine object detection32
Teaching-learning-based pathfinder algorithm for function and engineering optimization problems32
Lightweight and efficient asymmetric network design for real-time semantic segmentation32
Automated detection of cyclic alternating pattern and classification of sleep stages using deep neural network32
YOLOv3-MT: A YOLOv3 using multi-target tracking for vehicle visual detection32
Truss optimization with natural frequency constraints using generalized normal distribution optimization32
Analysis and implementation of no-equilibrium chaotic system with application in image encryption31
Parameter identification of robot manipulators with unknown payloads using an improved chaotic sparrow search algorithm31
RMAN: Relational multi-head attention neural network for joint extraction of entities and relations31
Prediction of software vulnerability based deep symbiotic genetic algorithms: Phenotyping of dominant-features31
K-centroid link: a novel hierarchical clustering linkage method31
Robust twin bounded support vector machines for outliers and imbalanced data31
A new distance-based total uncertainty measure in Dempster-Shafer evidence theory31
EmNet: a deep integrated convolutional neural network for facial emotion recognition in the wild31
Link traffic speed forecasting using convolutional attention-based gated recurrent unit31
Forecasting COVID-19 outbreak progression using hybrid polynomial-Bayesian ridge regression model31
An optimal deep learning framework for multi-type hemorrhagic lesions detection and quantification in head CT images for traumatic brain injury31
Robot navigation in a crowd by integrating deep reinforcement learning and online planning30
Distractor-aware visual tracking using hierarchical correlation filters adaptive selection30
A robust zero-watermarking algorithm for lossless copyright protection of medical images30
Predictively encoded graph convolutional network for noise-robust skeleton-based action recognition30
Cluster-based information retrieval using pattern mining30
Small object detection via dual inspection mechanism for UAV visual images30
Explainable deep neural networks for novel viral genome prediction29
A new humanitarian relief logistic network for multi-objective optimization under stochastic programming29
MMNet: Multi-modal multi-stage network for RGB-T image semantic segmentation29
A gradient boosting machine learning approach in modeling the impact of temperature and humidity on the transmission rate of COVID-19 in India29
Zero-day Ransomware Attack Detection using Deep Contractive Autoencoder and Voting based Ensemble Classifier29
Neural attention model for recommendation based on factorization machines29
SAT-Net: a side attention network for retinal image segmentation29
Teacher-student collaborative knowledge distillation for image classification29
Transformer models used for text-based question answering systems29
A survey for user behavior analysis based on machine learning techniques: current models and applications29
MS-SSD: multi-scale single shot detector for ship detection in remote sensing images28
A new multi-feature fusion based convolutional neural network for facial expression recognition28
Cost-effective workflow scheduling approach on cloud under deadline constraint using firefly algorithm28
Research progress of zero-shot learning28
Deep learning-based improved snapshot ensemble technique for COVID-19 chest X-ray classification28
Sentiment analysis for customer relationship management: an incremental learning approach28
Multilevel thresholding image segmentation using meta-heuristic optimization algorithms: comparative analysis, open challenges and new trends28
Masked-face recognition using deep metric learning and FaceMaskNet-2128
KG-DTI: a knowledge graph based deep learning method for drug-target interaction predictions and Alzheimer’s disease drug repositions28
Hinge attention network: A joint model for diabetic retinopathy severity grading28
Convolutional neural networks and temporal CNNs for COVID-19 forecasting in France28
A new non-adaptive optimization method: Stochastic gradient descent with momentum and difference27
A new correlation coefficient of mass function in evidence theory and its application in fault diagnosis27
Classification framework for faulty-software using enhanced exploratory whale optimizer-based feature selection scheme and random forest ensemble learning27
Multi-stream fish detection in unconstrained underwater videos by the fusion of two convolutional neural network detectors27
Identifying influential nodes in weighted complex networks using an improved WVoteRank approach27
Automatic coronary artery segmentation algorithm based on deep learning and digital image processing27
RLPath: a knowledge graph link prediction method using reinforcement learning based attentive relation path searching and representation learning26
A new SEAIRD pandemic prediction model with clinical and epidemiological data analysis on COVID-19 outbreak26
An enhanced seagull optimization algorithm for solving engineering optimization problems26
TransGait: Multimodal-based gait recognition with set transformer26
A fuzzy rough set approach to hierarchical feature selection based on Hausdorff distance26
Deep learning based 3D target detection for indoor scenes26
Multi-city traffic flow forecasting via multi-task learning26
Deep traffic congestion prediction model based on road segment grouping26
A graph-based QoS prediction approach for web service recommendation26
Lung cancer detection using enhanced segmentation accuracy25
STA-Net: spatial-temporal attention network for video salient object detection25
Arithmetic optimization algorithm based on elementary function disturbance for solving economic load dispatch problem in power system25
LipschitzLR: Using theoretically computed adaptive learning rates for fast convergence25
MC-Net: multi-scale context-attention network for medical CT image segmentation25
Kernelized fuzzy rough sets based online streaming feature selection for large-scale hierarchical classification25
Novel translation knowledge graph completion model based on 2D convolution25
Subtler mixed attention network on fine-grained image classification25
Local-CycleGAN: a general end-to-end network for visual enhancement in complex deep-water environment25
One-class ensemble classifier for data imbalance problems25
Cross-domain person re-identification by hybrid supervised and unsupervised learning25
Evidential fully convolutional network for semantic segmentation25
Memory network with hierarchical multi-head attention for aspect-based sentiment analysis25
Iteratively local fisher score for feature selection25
Learning to trade in financial time series using high-frequency through wavelet transformation and deep reinforcement learning25
Intelligent fault diagnosis of rolling bearing based on novel CNN model considering data imbalance25
Black hole algorithm: A comprehensive survey25
An elite-guided hierarchical differential evolution algorithm25
A novel active multi-source transfer learning algorithm for time series forecasting25
Cost-efficient multi-service task offloading scheduling for mobile edge computing25
Improved Salp swarm algorithm for solving single-objective continuous optimization problems24
A many-objective optimized task allocation scheduling model in cloud computing24
Automatic prognosis of lung cancer using heterogeneous deep learning models for nodule detection and eliciting its morphological features24
Linguistic Pythagorean hesitant fuzzy matrix game and its application in multi-criteria decision making24
New method for emergency decision making with an integrated regret theory-EDAS method in 2-tuple spherical linguistic environment24
Research on improved wavelet convolutional wavelet neural networks24
Time-aware sequence model for next-item recommendation24
A novel general-purpose hybrid model for time series forecasting24
HT-Net: hierarchical context-attention transformer network for medical ct image segmentation24
Chaotic arithmetic optimization algorithm24
Pyramid-dilated deep convolutional neural network for crowd counting24
A lightweight intelligent network intrusion detection system using OCSVM and Pigeon inspired optimizer23
STGMN: A gated multi-graph convolutional network framework for traffic flow prediction23
Deep learning-based important weights-only transfer learning approach for COVID-19 CT-scan classification23
Solving feature selection problems by combining mutation and crossover operations with the monarch butterfly optimization algorithm23
Rank-driven salp swarm algorithm with orthogonal opposition-based learning for global optimization23
Incomplete multi-view clustering with multiple imputation and ensemble clustering23
Effect of random walk methods on searching efficiency in swarm robots for area exploration23
Optimal deep learning control for modernized microgrids23
Personalized recommendation with knowledge graph via dual-autoencoder23
Multi-scale fractal residual network for image super-resolution23
ConvNet frameworks for multi-modal fake news detection23
Forecasting of e-commerce transaction volume using a hybrid of extreme learning machine and improved moth-flame optimization algorithm23
Multi-label text classification with latent word-wise label information23
A modified hybrid rice optimization algorithm for solving 0-1 knapsack problem23
An effective dynamic spatiotemporal framework with external features information for traffic prediction23
0.072588920593262