Intelligent Data Analysis

Article	Citations
Filter pruning via feature map clustering	26
Trajectory personalization privacy preservation method based on multi-sensitivity attribute generalization and local suppression	21
Robust partial face recognition using multi-label attributes	16
Conversational recommender based on graph sparsification and multi-hop attention	15
SARW: Similarity-Aware Random Walk for GCN	14
Secured finance handling for supply chain integrated business intelligence using blockchain application scenarios	12
Editorial	12
Knowledge graph embedding in a uniform space	12
cd-MBRec: Enhancing multi-behavior recommendation by explicitly modeling commonality and diversity	11
Deep learning-based badminton action recognition and quality assessment	11
Exploring high-level patterns for portfolio selection through pre-training	9
Exploiting the implicit independence assumption for learning directed graphical models	9
Effectiveness of ELMo embeddings, and semantic models in predicting review helpfulness	9
Forecast combination with multivariate grey prediction for tourism demand forecasting	9
I2R: Intra and inter-modal representation learning for code search	9
A new user similarity model using item genre information for collaborative filtering	9
HDAF: A novel activation function for image classification	9
Ordination-based verification of feature selection in pattern evolution research	9
Predicting the short life cycle of semiconductor products for demand forecasting using ridge regularization	9
Resformer: Combine quadratic linear transformation with efficient sparse Transformer for long-term series forecasting	8
An interpretable model for stock trading volume prediction based on interval belief rule base with adaptive rule	8
Unsupervised multi-source domain adaptation for person re-identification via sample weighting	8
Learning traffic as videos: A spatio-temporal VAE approach to periodic traffic raster data imputation	8
Construction of motion phase classification algorithm using ankle joint physical signals	8
Adaptive multilingual app recommendation using user behavior and contextual learning models	8

Cross-modality semantic guidance for multi-label image classification	8
Inferring student social link from spatiotemporal behavior data via entropy-based analyzing model	7
An adaptive oversampling method WRM-SMOTE for credit card fraud imbalanced datasets	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	7
Using an effective self-deconvolution scheme in combination with multivariate Gaidai reliability approach to forecast areal wave heights	7
Prediction and analysis of chronic epilepsy using electroencephalographic signals on medical internet of things platform	7
Expression of concern: “Attribute graph clustering via transformer and graph attention autoencoder”	7
SPAT: An intelligent educational system for student performance prediction using learning analytics and visualization	6
Data-driven predictive maintenance framework for railway systems	6
LaplaceConfidence: A graph-based approach for learning with noisy labels	6
Mining skyline frequent-utility patterns from big data environment based on MapReduce framework	6
Smart-building forecasting energy using spatio-temporal CNN-LSTM approach: Case of smart hospital	6
CMCEE: A joint learning framework for cascade decoding with multi-feature fusion and conditional enhancement for overlapping event extraction	6
Trajectory outlier detection method based on group division	6
A domain density peak clustering algorithm based on natural neighbor	6
Sample-Dependent Subspace Clustering with Elastic Structure Consistency Constraints	6
Editorial	6
End-to-end knowledge graph-based question answering system for complex queries	6
MFF-SC: A multi-feature fusion method for smart contract classification	5
Multi-granularity user interest modeling and interest drift detection	5
Reformulation of the SVM+ optimization problem into quadratic programming form	5
Style augmentation domain-universality transferable targeted attack	5
Modeling multi-attribute and implicit relationship factors with self-supervised learning for recommender systems	4
Exploiting scatter matrix on one-class support vector machine based on low variance direction	4
A hybrid classification method via keywords screening and attention mechanisms in extreme short text	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
A review on learning based image reflection removal algorithms	4
ICL: In-loop continual learning framework for language model pre-training for E-commerce	4
Adaptive weight scaling feature selection for minority-class recognition in imbalanced text corpora	4
Synthetic dataset generator for anomaly detection in a university environment	4
Uncovering periodic group behaviors in temporal bipartite social graphs	4
A lightweight vision transformer with symmetric modules for vision tasks	4
Robust AI generated text detection through multi-grained latent feature denoising and contrastive representation learning	4
HLPL: H epatic Evaluation for L ife P rediction based on Ma	4
Feature evolvable learning with image streams	4
Evaluation of RAG-based LLMs: A case study in the insurgency knowledge domain	4
Multiple Distilling-based spatial-temporal attention networks for unsupervised human action recognition	4
Editorial	4
Multiple-local feature and attention fused person re-identification method	4
An adaptive active learning algorithm with informativeness and representativeness	4
Explaining rifle shooting factors through multi-sensor body tracking1	4
Categorization of motor imagery EEG signal using optimal feature selection based multi-scale attention model	4
Self-training algorithm based on density peaks combining globally adaptive multi-local noise filter	4
Network-based data complexity measures for multiclass classification of hybrid data and its correlation with supervised classifiers	4
A novel dual-granularity lightweight transformer for vision tasks	4
Prediction Level Fusion of Vision Transformers (PF-ViTs) based Network for the Detection of Autism Spectrum Disorder using sMRI	4
Text classification method based on dependency parsing and hybrid neural network	4
Pure large kernel convolutional neural network transformer for medical image registration	4

Symmetry-driven neural networks for secure and optimized data processing in E-government applications	4
Positive public opinion guidance model based on dual learning in social network	4
A grouping feature selection method based on feature interaction	4
Heuristic strategy-assisted transfer learning for cervical cancer detection with GAN-based data augmentation	4
Dynamic mutual information-based feature selection for multi-label learning	4
WAGRank: A word ranking model based on word attention graph for keyphrase extraction	3
Livernet based segmentation of lesions from computed tomography scan for liver tumor detection	3
MTS: A deep reinforcement learning portfolio management framework with time-awareness and short-selling	3
Time highlighted multi-interest network for session-based news recommendation	3
A deep learning-based neural style transfer optimization approach	3
Quantum inspired genetic algorithm with clustering-based bagging approach for improved deceit classification	3
Neighborhood evidence-driven artificial bee colony algorithm with application for optimal operation of wet flue gas desulfurization system	3
Clustering-based improved adaptive synthetic minority oversampling technique for imbalanced data classification	3
Weighted Bonferroni mean-based classifiers with factorization machines for binary classification	3
Emotional privacy-preserving of speech based on generative adversarial networks	3
Meditation-induced cognitive state classification using sparse brain connectivity features and electroencephalography	3
Temporal spatial semantic fusion network for audio-visual zero-shot learning	3
A multi-layer multi-view stacking model for credit risk assessment	3
Detection of multi-size peach in orchard using RGB-D camera combined with an improved DEtection Transformer model	3
Intrusion detection in SDN-IoT using robust GRU with attention mechanism and fuzzy weighting	3
A three-way decision method with changing decision attributes	3
Editorial	3
Trust enhanced POI recommendation with collaborative learning	3
Using eigenvalues of distance matrices for outlier detection	3
An approach for unsupervised contextual anomaly detection and characterization	3
An enhanced network for brain MR image denoising	3
Erratum	3
OFMT-net: Advancing micro-expression recognition through optical flow and multi-task network with self-attention	3
Sentiment analysis: A machine learning utilisation for analyzing the sentiments of facebook and twitter posts	3
Two stages data mining analytics for food intentional and behavioral recommendations	3
Stacked collaborative transformer network with contrastive learning for video moment localization	3
HFD: Hierarchical feature decoupling for SQL generation from text	3
Heterogeneous information fusion based graph collaborative filtering recommendation	3
Three-stage multi-modal multi-objective differential evolution algorithm for vehicle routing problem with time windows	3
Deep learning models for predicting the position of the head on an X-ray image for Cephalometric analysis	3
Ep-Satty-MCDM based business decision-making model using behaviour and review data	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
A lightweight method of pose estimation for indoor object	2
SOFTS++: Fast and accurate linear model for multivariate long-term time series forecasting	2
Learning bayesian multinets from labeled and unlabeled data for knowledge representation	2
E-Health technological barriers faced by Iraqi healthcare institutions	2
Cross-community shortcut detection based on network representation learning and structural features	2
Early prediction of hospital admission in the emergency department by generating expanded chief complaints	2
Sub-trajectory anomaly detection based on trajectory segmentation merging and grouping clustering	2
IoT data visualizations for hospital insight in corporate finance utilizing machine learning algorithm	2
Blockchain espoused recalling-enhanced recurrent neural network with fractional discrete meixner moments encryption for cyber security in cloud computing	2
Hypernetwork parameter optimization of QMIX based on differential evolution	2
Spectrum heterogeneity-based efficient spectrum sensing in 6G wireless communication using ATRC-LSNN and F-ExpoTIS	2
Cluster validity for noise aware clusterings	2
Lightweight unmanned aerial vehicle object detection algorithm based on improved YOLOv8	2
Editorial	2
Integrating deep neural network with logic rules for credit scoring	2
Adaptive marine intelligence and sensing architecture for autonomous underwater ecosystem monitoring using AI and IoT integration	2
A medical assistant decision-making method based on interval belief rule base with explainability	2
P VALL-E: An efficient multilingual speech synthesis system based on the performer architecture	2
A hybrid variational framework for AIS data quality enhancement and anomaly detection	2
Social and economic development impact of elderly health care products based on design ethics	2
Semi-supervised contrastive learning with decomposition-based data augmentation for time series classification	2
Active ordinal classification by querying relative information	2
An improved hybrid structure learning strategy for Bayesian networks based on ensemble learning	2
Editorial 30(5)	2
Guided node graph convolutional networks for repository recommendation	2
A multi-domain adaptive neural machine translation method based on domain data balancer	2
VMD-LSTM-BMA: A hybrid model for enhancing fresh food sales forecasting and uncertainty estimation	2
MeFiNet: Modeling multi-semantic convolution-based feature interactions for CTR prediction	2
Comparative observation of changes in natriuretic peptides before and after interventional therapy for congenital heart disease	2
Parallel power load abnormalities detection using fast density peak clustering with a hybrid canopy-K-means algorithm	2
Performance analysis of deep transfer learning approaches in detecting and classifying brain tumor from magnetic resonance images	2
Hybrid quantum binary light spectrum classical convolutional neural network based Cost reduction and work load scheduling of geo-distributed data centres	2
Comparative analysis of epidemic public opinion and policies in two regions of China based on big data	2
FairAW – Additive weighting without discrimination	2
Decentralized anomaly detection and data privacy preservation for IoT networks using blockchain and homomorphic encryption	2
An efficient semi-supervised multivariate time series classification model based on multiple prime convolution kernels with adaptive attentions	2
A feature-level mask self-supervised assisted learning approach based on transformer for remaining useful life prediction	2
Collaborative optimization with PSO for named entity recognition-based applications	2
Decision variables to be discovered in modelling high-dimensional omics data for cancer studies	2
A novel HVAC fuzzy controller based on improved snake optimizer algorithm	2
Digital image processing for evaluating the impact of designated nanoparticles in biomedical applications	2
Penalized additive neural network regression	2

A novel deep learning framework for the identification of tortuous vessels in plus diseased infant retinal images	2
Ultrasound breast images denoising using generative adversarial networks (GANs)	2
Missing data imputation using correlation coefficient and min-max normalization weighting	2
Urban epidemiological death rate prognostics by the Gaidai multivariate approach	2
Editorial	2
A cognitive domain specific framework integrating large language model for COVID-19 vaccine sentiment analysis	2
A systematic review of hyperparameter tuning techniques for software quality prediction models	2
Improving process discovery by filtering noises based on event dependency	2
SUWAN: A supervised clustering algorithm with attributed networks	2