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
Effectiveness of ELMo embeddings, and semantic models in predicting review helpfulness	13
Editorial	13
Tree based Ensemble for Enhanced Prediction (TEEP) of epileptic seizures	12
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
Exploiting the implicit independence assumption for learning directed graphical models	11
Robust partial face recognition using multi-label attributes	11
Intelligent data integration from heterogeneous relational databases containing incomplete and uncertain information	10
HDAF: A novel activation function for image classification	10
SARW: Similarity-Aware Random Walk for GCN	10
Filter pruning via feature map clustering	9
Deep learning-based badminton action recognition and quality assessment	9
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
Knowledge graph embedding in a uniform space	8
Conversational recommender based on graph sparsification and multi-hop attention	8
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
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
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
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
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
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
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
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
	4
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
Dynamic mutual information-based feature selection for multi-label learning	3
Editorial	3
OpTunedSMOTE: A novel model for automated hyperparameter tuning of SMOTE in software defect prediction	3
Erratum	3
A three-way decision method with changing decision attributes	3
Stacked collaborative transformer network with contrastive learning for video moment localization	3
Prediction Level Fusion of Vision Transformers (PF-ViTs) based Network for the Detection of Autism Spectrum Disorder using sMRI	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
Spatio-temporal patterns assisted deep learning model for PM 2.5 prediction (STEEP)	3
Three-stage multi-modal multi-objective differential evolution algorithm for vehicle routing problem with time windows	3
Ep-Satty-MCDM based business decision-making model using behaviour and review data	3
Clustering-based improved adaptive synthetic minority oversampling technique for imbalanced data classification	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
Unifying attentive sparse autoencoder with neural collaborative filtering for recommendation	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
A noise-resilient online learning algorithm with ramp loss for ordinal regression	3
Trust enhanced POI recommendation with collaborative learning	3
Machine learning based software effort estimation using development-centric features for crowdsourcing platform	3
Meditation-induced cognitive state classification using sparse brain connectivity features and electroencephalography	3
Deep learning models for predicting the position of the head on an X-ray image for Cephalometric analysis	3
Neighborhood evidence-driven artificial bee colony algorithm with application for optimal operation of wet flue gas desulfurization system	3
Multi-instance positive and unlabeled learning with bi-level embedding	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
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	2
Learning hierarchical embedding space for image-text matching	1
Test scheduling of network-on-chip using hybrid WOA-GWO algorithm	1
Hybrid quantum binary light spectrum classical convolutional neural network based Cost reduction and work load scheduling of geo-distributed data centres	1
GeoNLPlify: A spatial data augmentation enhancing text classification for crisis monitoring	1
Heuristics for the two-dimensional cutting stock problem with usable leftover	1
Local morphological patterns for time series classification	1
An efficient intrusion detection method using federated transfer learning and support vector machine with privacy-preserving	1
HSNF: Hybrid sampling with two-step noise filtering for imbalanced data classification	1
Editorial	1
Modeling the combined influence of complexity and quality in supervised learning	1
MusicNeXt: Addressing category bias in fused music using musical features and genre-sensitive adjustment layer	1
Automatic test suite generation using bat algorithm	1
An improved k-NN anomaly detection framework based on locality sensitive hashing for edge computing environment	1
Explainable paper classification system using topic modeling and SHAP	1
Kernel clustering-based deep model pruning for few category datasets	1
CCTSDB dataset enhancement based on a cross-augmentation method for image datasets	1
Predicting traffic crash severity using hybrid of balanced bagging classification and light gradient boosting machine	1
Multimodal fake news detection model using improved heuristic approach with optimal weighted integration and dilated adaptive deep learning	1
Multi-scale hierarchical model for long-term time series forecasting	1
The role of consultative leadership on administrative development	1
An adaptive simulated annealing and artificial fish swarm algorithm for the optimization of multi-depot express delivery vehicle routing	1
Editorial	1
Multi-branch spatial-temporal stream network for energy expenditure estimation in older and younger people	1
ATIN: Attention-embedded time-aware imputation networks for production data anomaly detection	1
Mining multiplex interaction relationships from usage records in social networks	1
Active learning for ordinal classification on incomplete data	1
Attribute-guided and attribute-manipulated similarity learning network for fashion image retrieval	1
DDREL: From drug-drug relationships to drug repurposing	1
TLSTSRec: Time-aware long short-term attention neural network for sequential recommendation	1
A hybrid quantum-behaved particle swarm optimization solution to non-convex economic load dispatch with multiple fuel types and valve-point effects	1
Stable top-k periodic high-utility patterns mining over multi-sequence	1
Sampleformer: An efficient conformer-based Neural Network for Automatic Speech Recognition	1
Secureimagesec: A privacy-preserving framework for outsourced picture representation with content-based image retrieval	1
A resistance outlier sampling algorithm for imbalanced data prediction	1
Improved learning in human evolutionary systems with dynamic contrastive learning	1
Editorial	1
A cross-model hierarchical interactive fusion network for end-to-end multimodal aspect-based sentiment analysis	1
ITeM: Independent temporal motifs to summarize and compare temporal networks	1
LAMB: A novel algorithm of label collaboration based multi-label learning	1
Editorial	1
Some novel probabilistic dual hesitant fuzzy information measures and their applications to multi-attribute decision-making	1
An improvement of FDR for edge detection by applying EM method	1
Machine learning based car accident risk prediction for usage-based insurance	1
Keyphrase extraction using deep and wide learning features	1
The interactive relationship between prosody and respiration of computer BIOPAC systems: Shanghai dialect and mandarin	1
YONET: A Unified Model for Simultaneous Identification and Segmentation of Structures in Medical Images	1
Editorial	1
How graph features from message passing affect graph classification and regression?	1
Two-dimensional dynamic time warping algorithm for matrices similarity	1
Edge-side NPU inference optimization: Adaptation research of multimodal large models on qualcomm platforms	1
A discrete equilibrium optimization algorithm for breast cancer diagnosis	1
A systematic review of hyperparameter tuning techniques for software quality prediction models	1
Lightweight blockchain approach to reduce double-spend and 51% attacks on Proof-of-Work	1
Editorial	1
Research on weight initialization of CNN student models based on knowledge distillation	1
Evaluating semantic representations for extended association rules	1
LiteFODNet: A lightweight deep learning model for intelligent detection of small objects in runway surveillance data	1
Machine learning application in the ex-combatant demobilization process on the Colombian armed conflict	1
CBDA: Chaos-based binary dragonfly algorithm for evolutionary feature selection	1
HAGCN: A relation extraction model based on heterogeneous graph convolutional neural network and graph attention	1
ORBoost: An Orthogonal AdaBoost	1
An enhancement of smartphone selection process based on a new 3D Pythagorean fuzzy distance metric via TOPSIS technique	1
Real-time MRI lungs images revealing using Hybrid feedforward Deep Neural Network and Convolutional Neural Network	1
A feature selection strategy for improving software maintainability prediction	1
Editorial	1
Energy efficient metaheuristic cluster-based routing protocol for underwater sensor networks	1
Editorial	1
Editorial	1
Heterogeneous graph community detection method based on K-nearest neighbor graph neural network	1
Application research of credit fraud detection based on distributed rotation deep forest	1
Adaptive mutual information ABC and Swish-TCN: Cutting-edge approaches for feature selection and cloud security	1
Research on community evolution based on node influence and multi-attribute fusion	1
Machine learning techniques for received signal strength indicator prediction	1
An inner-inter city graph neural network for predicting the course of COVID-19 cases	1
Enhancing 3D medical image registration with cross attention, residual skips, and cascade attention	0
A feature-aware long-short interest evolution network for sequential recommendation	0
Generate custom travel magazine layouts	0
Editorial	0
Wear-free gesture recognition based on residual features of RFID signals	0
SelectiveFusion: Channel attention-driven infrared-visible image fusion network	0
Enhancing image captioning with asynchronous dual attention vision transformer	0
A two-stage framework by leveraging large language model for predicting clinical trial outcomes	0
A dual-ways feature fusion mechanism enhancing active learning based on TextCNN	0
A fast and distributed C4.5 algorithm for urban big data	0
A review of intelligent data analysis: Machine learning approaches for addressing class imbalance in healthcare - challenges and perspectives	0
A similarity measurement method with sliding window approach based on transformer for multivariate time-series	0
DAMGNN: Deep adaptive multi-channel graph neural networks	0
Evolutionary feature selection based on hybrid bald eagle search and particle swarm optimization	0
Processing and optimized learning for improved classification of categorical plant disease datasets	0
Credit scoring based on a Bagging-cascading boosted decision tree	0
Finding reinforced structural hole spanners in social networks via node embedding	0
Interpretable deep classification of time series based on class discriminative prototype learning	0
HELD: Hierarchical entity-label disambiguation in named entity recognition task using deep learning	0
Structural entropy based graph contrastive learning for node classification	0