Intelligent Data Analysis

Article	Citations
Forecast combination with multivariate grey prediction for tourism demand forecasting	17
Trajectory personalization privacy preservation method based on multi-sensitivity attribute generalization and local suppression	15
Editorial	13
Effectiveness of ELMo embeddings, and semantic models in predicting review helpfulness	11
Ordination-based verification of feature selection in pattern evolution research	10
Tree based Ensemble for Enhanced Prediction (TEEP) of epileptic seizures	10
Learning traffic as videos: A spatio-temporal VAE approach to periodic traffic raster data imputation	10
Robust partial face recognition using multi-label attributes	10
Intelligent data integration from heterogeneous relational databases containing incomplete and uncertain information	9
Exploiting the implicit independence assumption for learning directed graphical models	9
SARW: Similarity-Aware Random Walk for GCN	9
Deep learning-based badminton action recognition and quality assessment	8
HDAF: A novel activation function for image classification	8
cd-MBRec: Enhancing multi-behavior recommendation by explicitly modeling commonality and diversity	7
Filter pruning via feature map clustering	7
Predicting the short life cycle of semiconductor products for demand forecasting using ridge regularization	7
Conversational recommender based on graph sparsification and multi-hop attention	7
An improved YOLOv3 model for detecting location information of ovarian cancer from CT images	7
I2R: Intra and inter-modal representation learning for code search	7
Knowledge graph embedding in a uniform space	6
Parallel double-layer prediction model construction and empirical analysis for enterprise credit assessment	6
A domain density peak clustering algorithm based on natural neighbor	6
CMCEE: A joint learning framework for cascade decoding with multi-feature fusion and conditional enhancement for overlapping event extraction	6
Secured finance handling for supply chain integrated business intelligence using blockchain application scenarios	6
Inferring student social link from spatiotemporal behavior data via entropy-based analyzing model	6

Data-driven predictive maintenance framework for railway systems	5
Style augmentation domain-universality transferable targeted attack	5
Construction of motion phase classification algorithm using ankle joint physical signals	5
Resformer: Combine quadratic linear transformation with efficient sparse Transformer for long-term series forecasting	5
Multi-granularity user interest modeling and interest drift detection	5
Unsupervised multi-source domain adaptation for person re-identification via sample weighting	5
An integrative framework for brain tumor segmentation and classification using neuraclassnet	5
Sample-Dependent Subspace Clustering with Elastic Structure Consistency Constraints	5
SPAT: An intelligent educational system for student performance prediction using learning analytics and visualization	5
Prediction and analysis of chronic epilepsy using electroencephalographic signals on medical internet of things platform	5
Cross-modality semantic guidance for multi-label image classification	5
Editorial	4
LaplaceConfidence: A graph-based approach for learning with noisy labels	4
Diagnosis of liver disease by computer- assisted imaging techniques: A literature review	4
Explaining rifle shooting factors through multi-sensor body tracking1	4
A review on learning based image reflection removal algorithms	4
Pure large kernel convolutional neural network transformer for medical image registration	4
Multiple Distilling-based spatial-temporal attention networks for unsupervised human action recognition	4
Stock market network based on bi-dimensional histogram and autoencoder	4
Mining skyline frequent-utility patterns from big data environment based on MapReduce framework	4
Positive public opinion guidance model based on dual learning in social network	4
MFF-SC: A multi-feature fusion method for smart contract classification	4
Improving the accuracy of multiclass classification in machine learning: A case study in a cell signaling dataset	4
A lightweight vision transformer with symmetric modules for vision tasks	4
Trajectory outlier detection method based on group division	4
Mining spatial high-average utility co-location patterns from spatial data sets	4
Synthetic dataset generator for anomaly detection in a university environment	4
An adaptive active learning algorithm with informativeness and representativeness	4
A grouping feature selection method based on feature interaction	4
Analyzing mixed-type data by using word embedding for handling categorical features	4
An approach for unsupervised contextual anomaly detection and characterization	3
Multi-instance positive and unlabeled learning with bi-level embedding	3
Dynamic mutual information-based feature selection for multi-label learning	3
Modeling multi-attribute and implicit relationship factors with self-supervised learning for recommender systems	3
Self-training algorithm based on density peaks combining globally adaptive multi-local noise filter	3
ICL: In-loop continual learning framework for language model pre-training for E-commerce	3
Machine learning based software effort estimation using development-centric features for crowdsourcing platform	3
Trust enhanced POI recommendation with collaborative learning	3
Meditation-induced cognitive state classification using sparse brain connectivity features and electroencephalography	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
Unifying attentive sparse autoencoder with neural collaborative filtering for recommendation	3
A hybrid classification method via keywords screening and attention mechanisms in extreme short text	3
Text classification method based on dependency parsing and hybrid neural network	3
A novel dual-granularity lightweight transformer for vision tasks	3
Clustering-based improved adaptive synthetic minority oversampling technique for imbalanced data classification	3
Detecting a multigranularity event in an unequal interval time series based on self-adaptive segmenting	3
Erratum	3
Editorial	3
Spatio-temporal patterns assisted deep learning model for PM 2.5 prediction (STEEP)	3

Exploiting scatter matrix on one-class support vector machine based on low variance direction	3
A noise-resilient online learning algorithm with ramp loss for ordinal regression	3
Symmetry-driven neural networks for secure and optimized data processing in E-government applications	3
Multiple-local feature and attention fused person re-identification method	3
Feature evolvable learning with image streams	3
Prediction Level Fusion of Vision Transformers (PF-ViTs) based Network for the Detection of Autism Spectrum Disorder using sMRI	3
A multi-label feature selection method based on an approximation of interaction information	3
A deep learning-based neural style transfer optimization approach	2
Detection of multi-size peach in orchard using RGB-D camera combined with an improved DEtection Transformer model	2
Online learning agents for cost-sensitive topical data acquisition from the web	2
A Responsible AI approach for designing resilient classifier to handle incomplete data	2
A multi-layer multi-view stacking model for credit risk assessment	2
OpTunedSMOTE: A novel model for automated hyperparameter tuning of SMOTE in software defect prediction	2
Parallel power load abnormalities detection using fast density peak clustering with a hybrid canopy-K-means algorithm	2
Modeling data with observers	2
Learning bayesian multinets from labeled and unlabeled data for knowledge representation	2
Digital image processing for evaluating the impact of designated nanoparticles in biomedical applications	2
OFMT-net: Advancing micro-expression recognition through optical flow and multi-task network with self-attention	2
MeFiNet: Modeling multi-semantic convolution-based feature interactions for CTR prediction	2
Sentiment analysis: A machine learning utilisation for analyzing the sentiments of facebook and twitter posts	2
FairAW – Additive weighting without discrimination	2
Improving process discovery by filtering noises based on event dependency	2
Heterogeneous information fusion based graph collaborative filtering recommendation	2
Neighborhood evidence-driven artificial bee colony algorithm with application for optimal operation of wet flue gas desulfurization system	2
Weighted Bonferroni mean-based classifiers with factorization machines for binary classification	2
Missing data imputation using correlation coefficient and min-max normalization weighting	2
Using eigenvalues of distance matrices for outlier detection	2
A medical assistant decision-making method based on interval belief rule base with explainability	2
Comparative observation of changes in natriuretic peptides before and after interventional therapy for congenital heart disease	2
Deep learning models for predicting the position of the head on an X-ray image for Cephalometric analysis	2
A novel HVAC fuzzy controller based on improved snake optimizer algorithm	2
The overlapping community discovery algorithm based on the local interaction model	2
Livernet based segmentation of lesions from computed tomography scan for liver tumor detection	2
A novel deep learning framework for the identification of tortuous vessels in plus diseased infant retinal images	2
Two stages data mining analytics for food intentional and behavioral recommendations	2
Semi-supervised contrastive learning with decomposition-based data augmentation for time series classification	2
Temporal spatial semantic fusion network for audio-visual zero-shot learning	2
Editorial	2
A three-way decision method with changing decision attributes	2
Combining pattern-based CRFs and weighted context-free grammars	2
A multi-domain adaptive neural machine translation method based on domain data balancer	2
Emotional privacy-preserving of speech based on generative adversarial networks	2
Lightweight unmanned aerial vehicle object detection algorithm based on improved YOLOv8	2
An enhanced network for brain MR image denoising	2
WAGRank: A word ranking model based on word attention graph for keyphrase extraction	2
IoT data visualizations for hospital insight in corporate finance utilizing machine learning algorithm	2
Comparative analysis of epidemic public opinion and policies in two regions of China based on big data	2
Decision variables to be discovered in modelling high-dimensional omics data for cancer studies	2
HFD: Hierarchical feature decoupling for SQL generation from text	2
A lightweight method of pose estimation for indoor object	2
Stacked collaborative transformer network with contrastive learning for video moment localization	2
MEGA: Predicting the best classifier combination using meta-learning and a genetic algorithm	2
Intrusion detection in SDN-IoT using robust GRU with attention mechanism and fuzzy weighting	2
Shape classification based on solid angles by a support vector machine	2
A resistance outlier sampling algorithm for imbalanced data prediction	1
A systematic review of hyperparameter tuning techniques for software quality prediction models	1
Active learning for ordinal classification on incomplete data	1
How graph features from message passing affect graph classification and regression?	1
Editorial	1
Editorial	1
Active ordinal classification by querying relative information	1
Editorial	1
P VALL-E: An efficient multilingual speech synthesis system based on the performer architecture	1
Attention mechanism based LSTM in classification of stressed speech under workload	1
An efficient intrusion detection method using federated transfer learning and support vector machine with privacy-preserving	1
Early prediction of hospital admission in the emergency department by generating expanded chief complaints	1
HSNF: Hybrid sampling with two-step noise filtering for imbalanced data classification	1
MusicNeXt: Addressing category bias in fused music using musical features and genre-sensitive adjustment layer	1
Guided node graph convolutional networks for repository recommendation	1
ORBoost: An Orthogonal AdaBoost	1
Ultrasound breast images denoising using generative adversarial networks (GANs)	1
Modeling the combined influence of complexity and quality in supervised learning	1
An improved k-NN anomaly detection framework based on locality sensitive hashing for edge computing environment	1
VMD-LSTM-BMA: A hybrid model for enhancing fresh food sales forecasting and uncertainty estimation	1
Editorial	1
Predicting traffic crash severity using hybrid of balanced bagging classification and light gradient boosting machine	1
Secureimagesec: A privacy-preserving framework for outsourced picture representation with content-based image retrieval	1
Adaptive marine intelligence and sensing architecture for autonomous underwater ecosystem monitoring using AI and IoT integration	1
Lightweight blockchain approach to reduce double-spend and 51% attacks on Proof-of-Work	1
Two-dimensional dynamic time warping algorithm for matrices similarity	1

An improved hybrid structure learning strategy for Bayesian networks based on ensemble learning	1
A hybrid quantum-behaved particle swarm optimization solution to non-convex economic load dispatch with multiple fuel types and valve-point effects	1
Adaptive mutual information ABC and Swish-TCN: Cutting-edge approaches for feature selection and cloud security	1
ITeM: Independent temporal motifs to summarize and compare temporal networks	1
Learning hierarchical embedding space for image-text matching	1
Mutual information-based multi-output tree learning algorithm	1
Real-time MRI lungs images revealing using Hybrid feedforward Deep Neural Network and Convolutional Neural Network	1
TLSTSRec: Time-aware long short-term attention neural network for sequential recommendation	1
Social and economic development impact of elderly health care products based on design ethics	1
Stable top-k periodic high-utility patterns mining over multi-sequence	1
RGCF: Refined graph convolution collaborative filtering with concise and expressive embedding	1
Penalized additive neural network regression	1
Sampleformer: An efficient conformer-based Neural Network for Automatic Speech Recognition	1
Machine learning based car accident risk prediction for usage-based insurance	1
CBDA: Chaos-based binary dragonfly algorithm for evolutionary feature selection	1
Editorial	1
Mining multiplex interaction relationships from usage records in social networks	1
An adaptive simulated annealing and artificial fish swarm algorithm for the optimization of multi-depot express delivery vehicle routing	1
Performance analysis of deep transfer learning approaches in detecting and classifying brain tumor from magnetic resonance images	1
Editorial	1
A feature-level mask self-supervised assisted learning approach based on transformer for remaining useful life prediction	1
Research on community evolution based on node influence and multi-attribute fusion	1
A cognitive domain specific framework integrating large language model for COVID-19 vaccine sentiment analysis	1
ATIN: Attention-embedded time-aware imputation networks for production data anomaly detection	1
Machine learning techniques for received signal strength indicator prediction	1
Research on weight initialization of CNN student models based on knowledge distillation	1
Local morphological patterns for time series classification	1
Attribute-guided and attribute-manipulated similarity learning network for fashion image retrieval	1
Editorial	1
Edge-side NPU inference optimization: Adaptation research of multimodal large models on qualcomm platforms	1
Kernel clustering-based deep model pruning for few category datasets	1
Decentralized anomaly detection and data privacy preservation for IoT networks using blockchain and homomorphic encryption	1
Cross-community shortcut detection based on network representation learning and structural features	1
Heuristics for the two-dimensional cutting stock problem with usable leftover	1
YONET: A Unified Model for Simultaneous Identification and Segmentation of Structures in Medical Images	1
SUWAN: A supervised clustering algorithm with attributed networks	1
Evaluating semantic representations for extended association rules	1
E-Health technological barriers faced by Iraqi healthcare institutions	1
Machine learning application in the ex-combatant demobilization process on the Colombian armed conflict	1
Editorial	1
Spectrum heterogeneity-based efficient spectrum sensing in 6G wireless communication using ATRC-LSNN and F-ExpoTIS	1
Editorial	1
Integrating deep neural network with logic rules for credit scoring	1
GeoNLPlify: A spatial data augmentation enhancing text classification for crisis monitoring	1
LiteFODNet: A lightweight deep learning model for intelligent detection of small objects in runway surveillance data	1
Collaborative optimization with PSO for named entity recognition-based applications	1
A discrete equilibrium optimization algorithm for breast cancer diagnosis	1
An inner-inter city graph neural network for predicting the course of COVID-19 cases	1
SOFTS++: Fast and accurate linear model for multivariate long-term time series forecasting	1
DDREL: From drug-drug relationships to drug repurposing	1
Test scheduling of network-on-chip using hybrid WOA-GWO algorithm	1
The role of consultative leadership on administrative development	1
Wide & deep generative adversarial networks for recommendation system	0
A fast and distributed C4.5 algorithm for urban big data	0
SelectiveFusion: Channel attention-driven infrared-visible image fusion network	0
DAMGNN: Deep adaptive multi-channel graph neural networks	0
A review of intelligent data analysis: Machine learning approaches for addressing class imbalance in healthcare - challenges and perspectives	0
Online course evaluation model based on graph auto-encoder	0
Liver cancer classification using archery learning and enhanced bilinear convolutional neural network	0
NetNDP: Nonoverlapping (delta, gamma)-approximate pattern matching	0
Deep hierarchical spectral-spatial feature fusion for hyperspectral image classification based on convolutional neural network	0
Enhancing 3D medical image registration with cross attention, residual skips, and cascade attention	0
Asymmetric multilevel interactive attention network integrating reviews for item recommendation	0
IMLBoost for intelligent diagnosis with imbalanced medical records	0
Intrusion detection algorithom based on transfer extreme learning machine	0
Differential evolution algorithm-based multiple-factor optimization methods for data assimilation	0
Credit scoring based on a Bagging-cascading boosted decision tree	0
Editorial	0
Enhancing image captioning with asynchronous dual attention vision transformer	0
Evolutionary feature selection based on hybrid bald eagle search and particle swarm optimization	0
Forecasting emergency department admissions	0
Spatial-temporal trajectory anomaly detection based on an improved spectral clustering algorithm	0
An improved OPTICS clustering algorithm for discovering clusters with uneven densities	0
An in-depth study on key nodes in social networks	0
A prototype selection technique based on relative density and density peaks clustering for k nearest neighbor classification	0
Cracking black-box models: Revealing hidden machine learning techniques behind their predictions	0
Wear-free gesture recognition based on residual features of RFID signals	0
Particle swarm optimization pattern recognition neural network for transmission lines faults classification	0
TSAGNN: Temporal link predict method based on two stream adaptive graph neural network	0
Efficiently mining maximal l-reachability co-location patterns from spatial data sets	0
A dual-ways feature fusion mechanism enhancing active learning based on TextCNN	0
Generate custom travel magazine layouts	0
Processing and optimized learning for improved classification of categorical plant disease datasets	0
A similarity measurement method with sliding window approach based on transformer for multivariate time-series	0
Finding reinforced structural hole spanners in social networks via node embedding	0
Bayesian estimation of decay parameters in Hawkes processes	0
HELD: Hierarchical entity-label disambiguation in named entity recognition task using deep learning	0
An efficient isomorphic CNN-based prediction and decision framework for financial time series	0
ELCA: Enhanced boundary location for Chinese named entity recognition via contextual association	0
Collusive anomalies detection based on collaborative markov random field	0
SocialNER2.0: A comprehensive dataset for enhancing named entity recognition in short human-produced text	0
A two-stage framework by leveraging large language model for predicting clinical trial outcomes	0
Combining jumping knowledge into traffic forecasting: An attention-based spatial-temporal adaptive integration gated network	0
RegRL-KG: Learning an L1 regularized reinforcement agent for keyphrase generation	0
NonPC: Non-parametric clustering algorithm with adaptive noise detecting	0