Intelligent Data Analysis

Article	Citations
Forecast combination with multivariate grey prediction for tourism demand forecasting	18
Trajectory personalization privacy preservation method based on multi-sensitivity attribute generalization and local suppression	14
Editorial	13
Effectiveness of ELMo embeddings, and semantic models in predicting review helpfulness	13
Tree based Ensemble for Enhanced Prediction (TEEP) of epileptic seizures	12
Exploiting the implicit independence assumption for learning directed graphical models	11
Robust partial face recognition using multi-label attributes	11
Ordination-based verification of feature selection in pattern evolution research	11
Learning traffic as videos: A spatio-temporal VAE approach to periodic traffic raster data imputation	11
SARW: Similarity-Aware Random Walk for GCN	10
Intelligent data integration from heterogeneous relational databases containing incomplete and uncertain information	10
HDAF: A novel activation function for image classification	10
Filter pruning via feature map clustering	9
Deep learning-based badminton action recognition and quality assessment	9
Knowledge graph embedding in a uniform space	8
Conversational recommender based on graph sparsification and multi-hop attention	8
Secured finance handling for supply chain integrated business intelligence using blockchain application scenarios	8
Predicting the short life cycle of semiconductor products for demand forecasting using ridge regularization	8
I2R: Intra and inter-modal representation learning for code search	8
cd-MBRec: Enhancing multi-behavior recommendation by explicitly modeling commonality and diversity	8
Inferring student social link from spatiotemporal behavior data via entropy-based analyzing model	7
Unsupervised multi-source domain adaptation for person re-identification via sample weighting	7
Parallel double-layer prediction model construction and empirical analysis for enterprise credit assessment	7
An integrative framework for brain tumor segmentation and classification using neuraclassnet	7
A domain density peak clustering algorithm based on natural neighbor	7

Prediction and analysis of chronic epilepsy using electroencephalographic signals on medical internet of things platform	7
Resformer: Combine quadratic linear transformation with efficient sparse Transformer for long-term series forecasting	6
SPAT: An intelligent educational system for student performance prediction using learning analytics and visualization	6
TriSeqNet: Tri-dimensional sequential fusion network for triple relationships in CTR prediction	6
Multi-granularity user interest modeling and interest drift detection	6
Cross-modality semantic guidance for multi-label image classification	6
Sample-Dependent Subspace Clustering with Elastic Structure Consistency Constraints	6
Mining spatial high-average utility co-location patterns from spatial data sets	6
Construction of motion phase classification algorithm using ankle joint physical signals	6
CMCEE: A joint learning framework for cascade decoding with multi-feature fusion and conditional enhancement for overlapping event extraction	6
Style augmentation domain-universality transferable targeted attack	6
Editorial	5
Data-driven predictive maintenance framework for railway systems	5
Explaining rifle shooting factors through multi-sensor body tracking1	5
Multiple Distilling-based spatial-temporal attention networks for unsupervised human action recognition	5
Mining skyline frequent-utility patterns from big data environment based on MapReduce framework	5
Stock market network based on bi-dimensional histogram and autoencoder	5
LaplaceConfidence: A graph-based approach for learning with noisy labels	5
An adaptive active learning algorithm with informativeness and representativeness	5
Positive public opinion guidance model based on dual learning in social network	5
Trajectory outlier detection method based on group division	5
Diagnosis of liver disease by computer- assisted imaging techniques: A literature review	5
Synthetic dataset generator for anomaly detection in a university environment	5
A lightweight vision transformer with symmetric modules for vision tasks	5
Improving the accuracy of multiclass classification in machine learning: A case study in a cell signaling dataset	4
A grouping feature selection method based on feature interaction	4
Modeling multi-attribute and implicit relationship factors with self-supervised learning for recommender systems	4
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A review on learning based image reflection removal algorithms	4
Symmetry-driven neural networks for secure and optimized data processing in E-government applications	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
Exploiting scatter matrix on one-class support vector machine based on low variance direction	4
Pure large kernel convolutional neural network transformer for medical image registration	4
Text classification method based on dependency parsing and hybrid neural network	4
Multiple-local feature and attention fused person re-identification method	4
Feature evolvable learning with image streams	4
A hybrid classification method via keywords screening and attention mechanisms in extreme short text	4
A novel dual-granularity lightweight transformer for vision tasks	4
MFF-SC: A multi-feature fusion method for smart contract classification	4
ICL: In-loop continual learning framework for language model pre-training for E-commerce	4
Editorial	3
A noise-resilient online learning algorithm with ramp loss for ordinal regression	3
Erratum	3
Machine learning based software effort estimation using development-centric features for crowdsourcing platform	3
Deep learning models for predicting the position of the head on an X-ray image for Cephalometric analysis	3
Prediction Level Fusion of Vision Transformers (PF-ViTs) based Network for the Detection of Autism Spectrum Disorder using sMRI	3
Neighborhood evidence-driven artificial bee colony algorithm with application for optimal operation of wet flue gas desulfurization system	3
WAGRank: A word ranking model based on word attention graph for keyphrase extraction	3
Two stages data mining analytics for food intentional and behavioral recommendations	3

An enhanced network for brain MR image denoising	3
Emotional privacy-preserving of speech based on generative adversarial networks	3
Three-stage multi-modal multi-objective differential evolution algorithm for vehicle routing problem with time windows	3
Dynamic mutual information-based feature selection for multi-label learning	3
Clustering-based improved adaptive synthetic minority oversampling technique for imbalanced data classification	3
OpTunedSMOTE: A novel model for automated hyperparameter tuning of SMOTE in software defect prediction	3
A three-way decision method with changing decision attributes	3
Unifying attentive sparse autoencoder with neural collaborative filtering for recommendation	3
Stacked collaborative transformer network with contrastive learning for video moment localization	3
Combining pattern-based CRFs and weighted context-free grammars	3
A Responsible AI approach for designing resilient classifier to handle incomplete data	3
Weighted Bonferroni mean-based classifiers with factorization machines for binary classification	3
Trust enhanced POI recommendation with collaborative learning	3
Meditation-induced cognitive state classification using sparse brain connectivity features and electroencephalography	3
Spatio-temporal patterns assisted deep learning model for PM 2.5 prediction (STEEP)	3
Multi-instance positive and unlabeled learning with bi-level embedding	3
Ep-Satty-MCDM based business decision-making model using behaviour and review data	3
Using eigenvalues of distance matrices for outlier detection	3
OFMT-net: Advancing micro-expression recognition through optical flow and multi-task network with self-attention	3
Detection of multi-size peach in orchard using RGB-D camera combined with an improved DEtection Transformer model	3
A multi-label feature selection method based on an approximation of interaction information	3
An approach for unsupervised contextual anomaly detection and characterization	3
Ultrasound breast images denoising using generative adversarial networks (GANs)	2
Intrusion detection in SDN-IoT using robust GRU with attention mechanism and fuzzy weighting	2
Cluster validity for noise aware clusterings	2
The overlapping community discovery algorithm based on the local interaction model	2
Shape classification based on solid angles by a support vector machine	2
An improved hybrid structure learning strategy for Bayesian networks based on ensemble learning	2
A medical assistant decision-making method based on interval belief rule base with explainability	2
A cognitive domain specific framework integrating large language model for COVID-19 vaccine sentiment analysis	2
An efficient semi-supervised multivariate time series classification model based on multiple prime convolution kernels with adaptive attentions	2
SUWAN: A supervised clustering algorithm with attributed networks	2
Online learning agents for cost-sensitive topical data acquisition from the web	2
Cross-community shortcut detection based on network representation learning and structural features	2
HFD: Hierarchical feature decoupling for SQL generation from text	2
P VALL-E: An efficient multilingual speech synthesis system based on the performer architecture	2
IoT data visualizations for hospital insight in corporate finance utilizing machine learning algorithm	2
Digital image processing for evaluating the impact of designated nanoparticles in biomedical applications	2
Guided node graph convolutional networks for repository recommendation	2
A deep learning-based neural style transfer optimization approach	2
Performance analysis of deep transfer learning approaches in detecting and classifying brain tumor from magnetic resonance images	2
Heterogeneous information fusion based graph collaborative filtering recommendation	2
Integrating deep neural network with logic rules for credit scoring	2
Temporal spatial semantic fusion network for audio-visual zero-shot learning	2
Decision variables to be discovered in modelling high-dimensional omics data for cancer studies	2
A multi-domain adaptive neural machine translation method based on domain data balancer	2
Adaptive marine intelligence and sensing architecture for autonomous underwater ecosystem monitoring using AI and IoT integration	2
Editorial	2
Collaborative optimization with PSO for named entity recognition-based applications	2
A lightweight method of pose estimation for indoor object	2
Learning bayesian multinets from labeled and unlabeled data for knowledge representation	2
Semi-supervised contrastive learning with decomposition-based data augmentation for time series classification	2
Social and economic development impact of elderly health care products based on design ethics	2
MeFiNet: Modeling multi-semantic convolution-based feature interactions for CTR prediction	2
A feature-level mask self-supervised assisted learning approach based on transformer for remaining useful life prediction	2
Parallel power load abnormalities detection using fast density peak clustering with a hybrid canopy-K-means algorithm	2
Sub-trajectory anomaly detection based on trajectory segmentation merging and grouping clustering	2
Modeling data with observers	2
Comparative analysis of epidemic public opinion and policies in two regions of China based on big data	2
Editorial	2
Quantum inspired genetic algorithm with clustering-based bagging approach for improved deceit classification	2
RGCF: Refined graph convolution collaborative filtering with concise and expressive embedding	2
Livernet based segmentation of lesions from computed tomography scan for liver tumor detection	2
Hypernetwork parameter optimization of QMIX based on differential evolution	2
Penalized additive neural network regression	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
FairAW – Additive weighting without discrimination	2
SOFTS++: Fast and accurate linear model for multivariate long-term time series forecasting	2
A novel deep learning framework for the identification of tortuous vessels in plus diseased infant retinal images	2
E-Health technological barriers faced by Iraqi healthcare institutions	2
Missing data imputation using correlation coefficient and min-max normalization weighting	2
Active ordinal classification by querying relative information	2
Lightweight unmanned aerial vehicle object detection algorithm based on improved YOLOv8	2
VMD-LSTM-BMA: A hybrid model for enhancing fresh food sales forecasting and uncertainty estimation	2
A multi-layer multi-view stacking model for credit risk assessment	2
Spectrum heterogeneity-based efficient spectrum sensing in 6G wireless communication using ATRC-LSNN and F-ExpoTIS	2
Comparative observation of changes in natriuretic peptides before and after interventional therapy for congenital heart disease	2
Early prediction of hospital admission in the emergency department by generating expanded chief complaints	2
A novel HVAC fuzzy controller based on improved snake optimizer algorithm	2

Sentiment analysis: A machine learning utilisation for analyzing the sentiments of facebook and twitter posts

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