Intelligent Data Analysis

Article	Citations
Deep learning-based badminton action recognition and quality assessment	19
cd-MBRec: Enhancing multi-behavior recommendation by explicitly modeling commonality and diversity	17
Forecast combination with multivariate grey prediction for tourism demand forecasting	16
Effectiveness of ELMo embeddings, and semantic models in predicting review helpfulness	14
Ordination-based verification of feature selection in pattern evolution research	14
Learning traffic as videos: A spatio-temporal VAE approach to periodic traffic raster data imputation	13
Predicting the short life cycle of semiconductor products for demand forecasting using ridge regularization	12
Exploring high-level patterns for portfolio selection through pre-training	12
HDAF: A novel activation function for image classification	12
Robust partial face recognition using multi-label attributes	9
Filter pruning via feature map clustering	9
Trajectory personalization privacy preservation method based on multi-sensitivity attribute generalization and local suppression	9
Exploiting the implicit independence assumption for learning directed graphical models	9
SARW: Similarity-Aware Random Walk for GCN	8
Secured finance handling for supply chain integrated business intelligence using blockchain application scenarios	8
Resformer: Combine quadratic linear transformation with efficient sparse Transformer for long-term series forecasting	8
Knowledge graph embedding in a uniform space	8
Conversational recommender based on graph sparsification and multi-hop attention	8
Construction of motion phase classification algorithm using ankle joint physical signals	8
Editorial	8
SPAT: An intelligent educational system for student performance prediction using learning analytics and visualization	8
I2R: Intra and inter-modal representation learning for code search	8
Using an effective self-deconvolution scheme in combination with multivariate Gaidai reliability approach to forecast areal wave heights	7
Unsupervised multi-source domain adaptation for person re-identification via sample weighting	7
Cross-modality semantic guidance for multi-label image classification	7

An adaptive oversampling method WRM-SMOTE for credit card fraud imbalanced datasets	7
Prediction and analysis of chronic epilepsy using electroencephalographic signals on medical internet of things platform	7
Inferring student social link from spatiotemporal behavior data via entropy-based analyzing model	7
A domain density peak clustering algorithm based on natural neighbor	7
CMCEE: A joint learning framework for cascade decoding with multi-feature fusion and conditional enhancement for overlapping event extraction	7
An integrative framework for brain tumor segmentation and classification using neuraclassnet	7
TriSeqNet: Tri-dimensional sequential fusion network for triple relationships in CTR prediction	6
End-to-end knowledge graph-based question answering system for complex queries	6
Trajectory outlier detection method based on group division	6
Sample-Dependent Subspace Clustering with Elastic Structure Consistency Constraints	6
Parallel double-layer prediction model construction and empirical analysis for enterprise credit assessment	6
Data-driven predictive maintenance framework for railway systems	6
Mining skyline frequent-utility patterns from big data environment based on MapReduce framework	6
Reformulation of the SVM+ optimization problem into quadratic programming form	6
Expression of concern: “Attribute graph clustering via transformer and graph attention autoencoder”	6
An interpretable model for stock trading volume prediction based on interval belief rule base with adaptive rule	6
Multi-granularity user interest modeling and interest drift detection	6
LaplaceConfidence: A graph-based approach for learning with noisy labels	6
Editorial	5
Explaining rifle shooting factors through multi-sensor body tracking1	5
Style augmentation domain-universality transferable targeted attack	5
Positive public opinion guidance model based on dual learning in social network	5
Diagnosis of liver disease by computer- assisted imaging techniques: A literature review	5
Mining spatial high-average utility co-location patterns from spatial data sets	5
Dynamic mutual information-based feature selection for multi-label learning	4
A novel dual-granularity lightweight transformer for vision tasks	4
Network-based data complexity measures for multiclass classification of hybrid data and its correlation with supervised classifiers	4
Multiple Distilling-based spatial-temporal attention networks for unsupervised human action recognition	4
Pure large kernel convolutional neural network transformer for medical image registration	4
An adaptive active learning algorithm with informativeness and representativeness	4
Symmetry-driven neural networks for secure and optimized data processing in E-government applications	4
Prediction Level Fusion of Vision Transformers (PF-ViTs) based Network for the Detection of Autism Spectrum Disorder using sMRI	4
A lightweight vision transformer with symmetric modules for vision tasks	4
Feature evolvable learning with image streams	4
A hybrid classification method via keywords screening and attention mechanisms in extreme short text	4
A review on learning based image reflection removal algorithms	4
Multiple-local feature and attention fused person re-identification method	4
Uncovering periodic group behaviors in temporal bipartite social graphs	4
A grouping feature selection method based on feature interaction	4
Adaptive weight scaling feature selection for minority-class recognition in imbalanced text corpora	4
Heuristic strategy-assisted transfer learning for cervical cancer detection with GAN-based data augmentation	4
Spatio-temporal patterns assisted deep learning model for PM 2.5 prediction (STEEP)	4
Machine learning based software effort estimation using development-centric features for crowdsourcing platform	4
Exploiting scatter matrix on one-class support vector machine based on low variance direction	4
ICL: In-loop continual learning framework for language model pre-training for E-commerce	4
Text classification method based on dependency parsing and hybrid neural network	4
Categorization of motor imagery EEG signal using optimal feature selection based multi-scale attention model	4
Synthetic dataset generator for anomaly detection in a university environment	4
Editorial	4
MFF-SC: A multi-feature fusion method for smart contract classification	4

Self-training algorithm based on density peaks combining globally adaptive multi-local noise filter	3
Robust AI generated text detection through multi-grained latent feature denoising and contrastive representation learning	3
A deep learning-based neural style transfer optimization approach	3
Erratum	3
Heterogeneous information fusion based graph collaborative filtering recommendation	3
Temporal spatial semantic fusion network for audio-visual zero-shot learning	3
WAGRank: A word ranking model based on word attention graph for keyphrase extraction	3
Using eigenvalues of distance matrices for outlier detection	3
An approach for unsupervised contextual anomaly detection and characterization	3
A Responsible AI approach for designing resilient classifier to handle incomplete data	3
OpTunedSMOTE: A novel model for automated hyperparameter tuning of SMOTE in software defect prediction	3
Time highlighted multi-interest network for session-based news recommendation	3
Unifying attentive sparse autoencoder with neural collaborative filtering for recommendation	3
A three-way decision method with changing decision attributes	3
An enhanced network for brain MR image denoising	3
Ep-Satty-MCDM based business decision-making model using behaviour and review data	3
Editorial	3
Neighborhood evidence-driven artificial bee colony algorithm with application for optimal operation of wet flue gas desulfurization system	3
OFMT-net: Advancing micro-expression recognition through optical flow and multi-task network with self-attention	3
Weighted Bonferroni mean-based classifiers with factorization machines for binary classification	3
Deep learning models for predicting the position of the head on an X-ray image for Cephalometric analysis	3
Emotional privacy-preserving of speech based on generative adversarial networks	3
Trust enhanced POI recommendation with collaborative learning	3
HFD: Hierarchical feature decoupling for SQL generation from text	3
Modeling multi-attribute and implicit relationship factors with self-supervised learning for recommender systems	3
Detection of multi-size peach in orchard using RGB-D camera combined with an improved DEtection Transformer model	3
Three-stage multi-modal multi-objective differential evolution algorithm for vehicle routing problem with time windows	3
Livernet based segmentation of lesions from computed tomography scan for liver tumor detection	3
Clustering-based improved adaptive synthetic minority oversampling technique for imbalanced data classification	3
Meditation-induced cognitive state classification using sparse brain connectivity features and electroencephalography	3
A multi-label feature selection method based on an approximation of interaction information	3
Learning hierarchical embedding space for image-text matching	2
Digital image processing for evaluating the impact of designated nanoparticles in biomedical applications	2
Performance analysis of deep transfer learning approaches in detecting and classifying brain tumor from magnetic resonance images	2
Improving process discovery by filtering noises based on event dependency	2
Decentralized anomaly detection and data privacy preservation for IoT networks using blockchain and homomorphic encryption	2
A lightweight method of pose estimation for indoor object	2
E-Health technological barriers faced by Iraqi healthcare institutions	2
Decision variables to be discovered in modelling high-dimensional omics data for cancer studies	2
Missing data imputation using correlation coefficient and min-max normalization weighting	2
An improved hybrid structure learning strategy for Bayesian networks based on ensemble learning	2
A multi-layer multi-view stacking model for credit risk assessment	2
VMD-LSTM-BMA: A hybrid model for enhancing fresh food sales forecasting and uncertainty estimation	2
Stacked collaborative transformer network with contrastive learning for video moment localization	2
Spectrum heterogeneity-based efficient spectrum sensing in 6G wireless communication using ATRC-LSNN and F-ExpoTIS	2
MTS: A deep reinforcement learning portfolio management framework with time-awareness and short-selling	2
A cognitive domain specific framework integrating large language model for COVID-19 vaccine sentiment analysis	2
Early prediction of hospital admission in the emergency department by generating expanded chief complaints	2
Guided node graph convolutional networks for repository recommendation	2
Ultrasound breast images denoising using generative adversarial networks (GANs)	2
Machine learning techniques for received signal strength indicator prediction	2
A multi-domain adaptive neural machine translation method based on domain data balancer	2
A systematic review of hyperparameter tuning techniques for software quality prediction models	2
Shape classification based on solid angles by a support vector machine	2
SUWAN: A supervised clustering algorithm with attributed networks	2
A medical assistant decision-making method based on interval belief rule base with explainability	2
A feature-level mask self-supervised assisted learning approach based on transformer for remaining useful life prediction	2
Hypernetwork parameter optimization of QMIX based on differential evolution	2
Social and economic development impact of elderly health care products based on design ethics	2
An efficient semi-supervised multivariate time series classification model based on multiple prime convolution kernels with adaptive attentions	2
Lightweight unmanned aerial vehicle object detection algorithm based on improved YOLOv8	2
Active ordinal classification by querying relative information	2
IoT data visualizations for hospital insight in corporate finance utilizing machine learning algorithm	2
A novel HVAC fuzzy controller based on improved snake optimizer algorithm	2
Two stages data mining analytics for food intentional and behavioral recommendations	2
Blockchain espoused recalling-enhanced recurrent neural network with fractional discrete meixner moments encryption for cyber security in cloud computing	2
Quantum inspired genetic algorithm with clustering-based bagging approach for improved deceit classification	2
Cross-community shortcut detection based on network representation learning and structural features	2
Parallel power load abnormalities detection using fast density peak clustering with a hybrid canopy-K-means algorithm	2
A novel deep learning framework for the identification of tortuous vessels in plus diseased infant retinal images	2
Comparative analysis of epidemic public opinion and policies in two regions of China based on big data	2
Attribute-guided and attribute-manipulated similarity learning network for fashion image retrieval	2
Editorial	2
YONET: A Unified Model for Simultaneous Identification and Segmentation of Structures in Medical Images	2
Semi-supervised contrastive learning with decomposition-based data augmentation for time series classification	2
Adaptive marine intelligence and sensing architecture for autonomous underwater ecosystem monitoring using AI and IoT integration	2
FairAW – Additive weighting without discrimination	2
Collaborative optimization with PSO for named entity recognition-based applications	2
MeFiNet: Modeling multi-semantic convolution-based feature interactions for CTR prediction	2
Cluster validity for noise aware clusterings	2

P VALL-E: An efficient multilingual speech synthesis system based on the performer architecture	2
Comparative observation of changes in natriuretic peptides before and after interventional therapy for congenital heart disease	2
Integrating deep neural network with logic rules for credit scoring	2
Urban epidemiological death rate prognostics by the Gaidai multivariate approach	2
Sub-trajectory anomaly detection based on trajectory segmentation merging and grouping clustering	2
Sentiment analysis: A machine learning utilisation for analyzing the sentiments of facebook and twitter posts	2
Penalized additive neural network regression	2
Intrusion detection in SDN-IoT using robust GRU with attention mechanism and fuzzy weighting	2
SOFTS++: Fast and accurate linear model for multivariate long-term time series forecasting	2
Editorial	2
HSNF: Hybrid sampling with two-step noise filtering for imbalanced data classification	2
Learning bayesian multinets from labeled and unlabeled data for knowledge representation	2