Intelligent Data Analysis

Article	Citations
Learning traffic as videos: A spatio-temporal VAE approach to periodic traffic raster data imputation	29
Editorial	14
Ordination-based verification of feature selection in pattern evolution research	14
Effectiveness of ELMo embeddings, and semantic models in predicting review helpfulness	13
An improved YOLOv3 model for detecting location information of ovarian cancer from CT images	12
Exploiting the implicit independence assumption for learning directed graphical models	10
Robust partial face recognition using multi-label attributes	10
SARW: Similarity-Aware Random Walk for GCN	10
Tree based Ensemble for Enhanced Prediction (TEEP) of epileptic seizures	9
Secured finance handling for supply chain integrated business intelligence using blockchain application scenarios	9
Trajectory personalization privacy preservation method based on multi-sensitivity attribute generalization and local suppression	8
cd-MBRec: Enhancing multi-behavior recommendation by explicitly modeling commonality and diversity	7
Forecast combination with multivariate grey prediction for tourism demand forecasting	7
Conversational recommender based on graph sparsification and multi-hop attention	7
Intelligent data integration from heterogeneous relational databases containing incomplete and uncertain information	7
I2R: Intra and inter-modal representation learning for code search	6
Resformer: Combine quadratic linear transformation with efficient sparse Transformer for long-term series forecasting	6
Knowledge graph embedding in a uniform space	6
Unsupervised multi-source domain adaptation for person re-identification via sample weighting	6
HDAF: A novel activation function for image classification	6
Filter pruning via feature map clustering	6
Inferring student social link from spatiotemporal behavior data via entropy-based analyzing model	6
Manifold regularization ensemble clustering with many objectives using unsupervised extreme learning machines	5
Stock market network based on bi-dimensional histogram and autoencoder	5
A domain density peak clustering algorithm based on natural neighbor	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
Parallel double-layer prediction model construction and empirical analysis for enterprise credit assessment	5
CMCEE: A joint learning framework for cascade decoding with multi-feature fusion and conditional enhancement for overlapping event extraction	5
An integrative framework for brain tumor segmentation and classification using neuraclassnet	5
Mining spatial high-average utility co-location patterns from spatial data sets	5
TextureMask: A merged architecture for low-resolution instance segmentation	5
Trajectory outlier detection method based on group division	4
Data-driven predictive maintenance framework for railway systems	4
Sample-Dependent Subspace Clustering with Elastic Structure Consistency Constraints	4
Analyzing mixed-type data by using word embedding for handling categorical features	4
Explaining rifle shooting factors through multi-sensor body tracking1	4
MFF-SC: A multi-feature fusion method for smart contract classification	4
Diagnosis of liver disease by computer- assisted imaging techniques: A literature review	4
LaplaceConfidence: A graph-based approach for learning with noisy labels	4
An adaptive active learning algorithm with informativeness and representativeness	4
Synthetic dataset generator for anomaly detection in a university environment	4
Pure large kernel convolutional neural network transformer for medical image registration	4
Positive public opinion guidance model based on dual learning in social network	4
Feature-based multi-criteria recommendation system using a weighted approach with ranking correlation	4
Multi-granularity user interest modeling and interest drift detection	4
Mining skyline frequent-utility patterns from big data environment based on MapReduce framework	4
Editorial	4
A lightweight vision transformer with symmetric modules for vision tasks	4
Editorial	4
Multiple-local feature and attention fused person re-identification method	4
Multi-instance positive and unlabeled learning with bi-level embedding	3
Spatio-temporal patterns assisted deep learning model for PM 2.5 prediction (STEEP)	3
A hybrid classification method via keywords screening and attention mechanisms in extreme short text	3
A noise-resilient online learning algorithm with ramp loss for ordinal regression	3
A novel dual-granularity lightweight transformer for vision tasks	3
A grouping feature selection method based on feature interaction	3
Improving the accuracy of multiclass classification in machine learning: A case study in a cell signaling dataset	3
A review on learning based image reflection removal algorithms	3
Dynamic mutual information-based feature selection for multi-label learning	3
A multi-label feature selection method based on an approximation of interaction information	3
Ep-Satty-MCDM based business decision-making model using behaviour and review data	3
Self-training algorithm based on density peaks combining globally adaptive multi-local noise filter	3
Prediction Level Fusion of Vision Transformers (PF-ViTs) based Network for the Detection of Autism Spectrum Disorder using sMRI	3
Modeling multi-attribute and implicit relationship factors with self-supervised learning for recommender systems	3
Exploiting scatter matrix on one-class support vector machine based on low variance direction	3
Improving discretization based pattern discovery for multivariate time series by additional preprocessing	3
Text classification method based on dependency parsing and hybrid neural network	3
Unifying attentive sparse autoencoder with neural collaborative filtering for recommendation	3
Detecting a multigranularity event in an unequal interval time series based on self-adaptive segmenting	3
Editorial	3
GOW-Stream: A novel approach of graph-of-words based mixture model for semantic-enhanced text stream clustering	3
Feature evolvable learning with image streams	3
Machine learning based software effort estimation using development-centric features for crowdsourcing platform	3
ICL: In-loop continual learning framework for language model pre-training for E-commerce	3

A two-stage clustering-based cold-start method for active learning	3
Multiple Distilling-based spatial-temporal attention networks for unsupervised human action recognition	3
Emotional privacy-preserving of speech based on generative adversarial networks	3
A Responsible AI approach for designing resilient classifier to handle incomplete data	3
Heterogeneous information fusion based graph collaborative filtering recommendation	2
A lightweight method of pose estimation for indoor object	2
A multi-layer multi-view stacking model for credit risk assessment	2
Lightweight unmanned aerial vehicle object detection algorithm based on improved YOLOv8	2
Shape classification based on solid angles by a support vector machine	2
Efficient computation of target-oriented link criticalness centrality in uncertain graphs	2
Editorial	2
FairAW – Additive weighting without discrimination	2
Two stages data mining analytics for food intentional and behavioral recommendations	2
Sentiment analysis: A machine learning utilisation for analyzing the sentiments of facebook and twitter posts	2
Combining pattern-based CRFs and weighted context-free grammars	2
Erratum	2
Clustering-based improved adaptive synthetic minority oversampling technique for imbalanced data classification	2
An approach for unsupervised contextual anomaly detection and characterization	2
An enhanced network for brain MR image denoising	2
Personalized trajectory privacy-preserving method based on sensitive attribute generalization and location perturbation	2
ADAW: Age decay accuracy weighted ensemble method for drifting data stream mining	2
Parallel power load abnormalities detection using fast density peak clustering with a hybrid canopy-K-means algorithm	2
Learning bayesian multinets from labeled and unlabeled data for knowledge representation	2
Handling incomplete data classification using imputed feature selected bagging (IFBag) method	2
Biogc: A novel framework for biological network classification via machine learning	2
Improving process discovery by filtering noises based on event dependency	2
A deep learning-based neural style transfer optimization approach	2
Livernet based segmentation of lesions from computed tomography scan for liver tumor detection	2
A three-way decision method with changing decision attributes	2
OpTunedSMOTE: A novel model for automated hyperparameter tuning of SMOTE in software defect prediction	2
Three-stage multi-modal multi-objective differential evolution algorithm for vehicle routing problem with time windows	2
Using eigenvalues of distance matrices for outlier detection	2
Temporal spatial semantic fusion network for audio-visual zero-shot learning	2
Missing data imputation using correlation coefficient and min-max normalization weighting	2
MEGA: Predicting the best classifier combination using meta-learning and a genetic algorithm	2
Modeling data with observers	2
Comparative observation of changes in natriuretic peptides before and after interventional therapy for congenital heart disease	2
Online learning agents for cost-sensitive topical data acquisition from the web	2
MeFiNet: Modeling multi-semantic convolution-based feature interactions for CTR prediction	2
Detection of multi-size peach in orchard using RGB-D camera combined with an improved DEtection Transformer model	2
A multi-domain adaptive neural machine translation method based on domain data balancer	2
Stacked collaborative transformer network with contrastive learning for video moment localization	2
HFD: Hierarchical feature decoupling for SQL generation from text	2
Deep learning models for predicting the position of the head on an X-ray image for Cephalometric analysis	2
Trust enhanced POI recommendation with collaborative learning	2
Editorial	2
Editorial	1
Cross-community shortcut detection based on network representation learning and structural features	1
The overlapping community discovery algorithm based on the local interaction model	1
Collaborative optimization with PSO for named entity recognition-based applications	1
Editorial	1
Editorial	1
The role of consultative leadership on administrative development	1
Ultrasound breast images denoising using generative adversarial networks (GANs)	1
Attribute interaction aware matrix factorization method for recommendation	1
Learning hierarchical embedding space for image-text matching	1
Spectrum heterogeneity-based efficient spectrum sensing in 6G wireless communication using ATRC-LSNN and F-ExpoTIS	1
Editorial	1
A systematic review of hyperparameter tuning techniques for software quality prediction models	1
TLSTSRec: Time-aware long short-term attention neural network for sequential recommendation	1
CBDA: Chaos-based binary dragonfly algorithm for evolutionary feature selection	1
Secureimagesec: A privacy-preserving framework for outsourced picture representation with content-based image retrieval	1
An adaptive simulated annealing and artificial fish swarm algorithm for the optimization of multi-depot express delivery vehicle routing	1
Modeling the combined influence of complexity and quality in supervised learning	1
Decentralized anomaly detection and data privacy preservation for IoT networks using blockchain and homomorphic encryption	1
Heuristics for the two-dimensional cutting stock problem with usable leftover	1
E-Health technological barriers faced by Iraqi healthcare institutions	1
Editorial	1
A feature-level mask self-supervised assisted learning approach based on transformer for remaining useful life prediction	1
A medical assistant decision-making method based on interval belief rule base with explainability	1
Active ordinal classification by querying relative information	1
Guided node graph convolutional networks for repository recommendation	1
Real-time MRI lungs images revealing using Hybrid feedforward Deep Neural Network and Convolutional Neural Network	1
Adaptive marine intelligence and sensing architecture for autonomous underwater ecosystem monitoring using AI and IoT integration	1
Penalized additive neural network regression	1
An efficient intrusion detection method using federated transfer learning and support vector machine with privacy-preserving	1
Machine learning techniques for received signal strength indicator prediction	1
RGCF: Refined graph convolution collaborative filtering with concise and expressive embedding	1
Mining multiplex interaction relationships from usage records in social networks	1
How graph features from message passing affect graph classification and regression?	1

Integrating deep neural network with logic rules for credit scoring	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
Editorial	1
Editorial	1
Editorial	1
Research on community evolution based on node influence and multi-attribute fusion	1
Active learning for ordinal classification on incomplete data	1
SUWAN: A supervised clustering algorithm with attributed networks	1
Kernel clustering-based deep model pruning for few category datasets	1
Digital image processing for evaluating the impact of designated nanoparticles in biomedical applications	1
MusicNeXt: Addressing category bias in fused music using musical features and genre-sensitive adjustment layer	1
An improved hybrid structure learning strategy for Bayesian networks based on ensemble learning	1
Semi-supervised contrastive learning with decomposition-based data augmentation for time series classification	1
Mutual information-based multi-output tree learning algorithm	1
Social and economic development impact of elderly health care products based on design ethics	1
A resistance outlier sampling algorithm for imbalanced data prediction	1
Attribute-guided and attribute-manipulated similarity learning network for fashion image retrieval	1
Performance analysis of deep transfer learning approaches in detecting and classifying brain tumor from magnetic resonance images	1
Machine learning application in the ex-combatant demobilization process on the Colombian armed conflict	1
HSNF: Hybrid sampling with two-step noise filtering for imbalanced data classification	1
Comparative analysis of epidemic public opinion and policies in two regions of China based on big data	1
Machine learning based car accident risk prediction for usage-based insurance	1
Predicting traffic crash severity using hybrid of balanced bagging classification and light gradient boosting machine	1
Evaluating semantic representations for extended association rules	1
Robust face recognition based on a new Kernel-PCA using RRQR factorization	1
ITeM: Independent temporal motifs to summarize and compare temporal networks	1
ORBoost: An Orthogonal AdaBoost	1
ATIN: Attention-embedded time-aware imputation networks for production data anomaly detection	1
Attention mechanism based LSTM in classification of stressed speech under workload	1
Virtual samples based robust block-diagonal dictionary learning for face recognition	1
A novel deep learning framework for the identification of tortuous vessels in plus diseased infant retinal images	1
An improved k-NN anomaly detection framework based on locality sensitive hashing for edge computing environment	1
YONET: A Unified Model for Simultaneous Identification and Segmentation of Structures in Medical Images	1
Retracing-efficient IoT model for identifying the skin-related tags using automatic lumen detection	0
Temporal motif-based attentional graph convolutional network for dynamic link prediction	0
Combining jumping knowledge into traffic forecasting: An attention-based spatial-temporal adaptive integration gated network	0
A fast and distributed C4.5 algorithm for urban big data	0
Editorial	0
Enhancing 3D medical image registration with cross attention, residual skips, and cascade attention	0
Editorial	0
HELD: Hierarchical entity-label disambiguation in named entity recognition task using deep learning	0
Particle swarm optimization pattern recognition neural network for transmission lines faults classification	0
Evolutionary feature selection based on hybrid bald eagle search and particle swarm optimization	0
TSAGNN: Temporal link predict method based on two stream adaptive graph neural network	0
An in-depth study on key nodes in social networks	0
Processing and optimized learning for improved classification of categorical plant disease datasets	0
Bayesian estimation of decay parameters in Hawkes processes	0
Generate custom travel magazine layouts	0
Efficacy of the confinement policies on the COVID-19 spread dynamics in the early period of the pandemic	0
RegRL-KG: Learning an L1 regularized reinforcement agent for keyphrase generation	0
Graph convolutional networks-based robustness optimization for scale-free Internet of Things	0
Spatial-temporal trajectory anomaly detection based on an improved spectral clustering algorithm	0
MLSTAM: A multidimensional long-term spatio-temporal attention model for traffic flow forecasting by capturing time series correlations	0
A novel feature selection method considering feature interaction in neighborhood rough set	0
Finding reinforced structural hole spanners in social networks via node embedding	0
A fast method for discovering suitable number of clusters for fuzzy clustering	0
Small object detection based on attention mechanism and enhanced network	0
A review of intelligent data analysis: Machine learning approaches for addressing class imbalance in healthcare - challenges and perspectives	0
A parallel and balanced SVM algorithm on spark for data-intensive computing	0
Wear-free gesture recognition based on residual features of RFID signals	0
Cracking black-box models: Revealing hidden machine learning techniques behind their predictions	0
A new semi-supervised algorithm combined with MCICA optimizing SVM for motion imagination EEG classification	0
Asymmetric multilevel interactive attention network integrating reviews for item recommendation	0
Collusive anomalies detection based on collaborative markov random field	0
Heart sound classification using wavelet scattering transform and support vector machine	0
Efficiently mining maximal l-reachability co-location patterns from spatial data sets	0
Ensemble machine learning methods for spatio-temporal data analysis of plant and ratoon sugarcane	0
Intrusion detection algorithom based on transfer extreme learning machine	0
An efficient isomorphic CNN-based prediction and decision framework for financial time series	0
Management optimization strategy of the closed-loop supply chain by deep learning technology	0
Editorial	0
Social media user geolocation based on geographically compact subgraphs	0
Multimodal emotion recognition with hierarchical memory networks	0
Location prediction for facility placement by incorporating multi-characteristic information	0
Cluster analysis via projection onto convex sets	0
Extended clustering algorithm based on cluster shape boundary	0
Quantitative predicting propagation breadth and depth of microblog users’ forwarding behavior	0
Combining decomposition and graph capsule network for multi-objective vehicle routing optimization	0
A two-stage framework by leveraging large language model for predicting clinical trial outcomes	0
Editorial	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
DAMGNN: Deep adaptive multi-channel graph neural networks	0
SocialNER2.0: A comprehensive dataset for enhancing named entity recognition in short human-produced text	0
A prototype selection technique based on relative density and density peaks clustering for k nearest neighbor classification	0
Online course evaluation model based on graph auto-encoder	0
ELCA: Enhanced boundary location for Chinese named entity recognition via contextual association	0
An improved OPTICS clustering algorithm for discovering clusters with uneven densities	0
Editorial	0
A memetic-based technical indicator portfolio and parameters optimization approach for finding trading signals to construct transaction robot in smart city era	0
Design of an energy efficient dynamic virtual machine consolidation model for smart cities in urban areas	0
Oversampling method based on GAN for tabular binary classification problems	0
Knowledge graph embedding with entity attributes using hypergraph neural networks	0
NonPC: Non-parametric clustering algorithm with adaptive noise detecting	0