Intelligent Data Analysis

Article	Citations
Detection of multi-size peach in orchard using RGB-D camera combined with an improved DEtection Transformer model	25
Livernet based segmentation of lesions from computed tomography scan for liver tumor detection	16
Editorial	16
TSPS: A Topic based Shortest Path Set algorithm for influence maximization	14
Exploiting the implicit independence assumption for learning directed graphical models	12
Finding reinforced structural hole spanners in social networks via node embedding	11
Generate custom travel magazine layouts	11
A feature-aware long-short interest evolution network for sequential recommendation	11
A Relief-PGS algorithm for feature selection and data classification	10
Robust partial face recognition using multi-label attributes	9
HFD: Hierarchical feature decoupling for SQL generation from text	8
Heuristics for the two-dimensional cutting stock problem with usable leftover	8
Privacy preserving defect prediction using generalization and entropy-based data reduction	8
Differential evolution algorithm-based multiple-factor optimization methods for data assimilation	7
SARW: Similarity-Aware Random Walk for GCN	7
Forecasting emergency department admissions	7
Editorial	7
IACN: Interactive attention capsule network for similar case matching	6
Multidimensional indexing technique for medical images retrieval	6
Unsupervised feature extraction from multivariate time series for outlier detection	6
Mining multiplex interaction relationships from usage records in social networks	6
An improved YOLOv3 model for detecting location information of ovarian cancer from CT images	6
Editorial	6
Evaluating semantic representations for extended association rules	6
Heterogeneous information fusion based graph collaborative filtering recommendation	5

Machine learning application in the ex-combatant demobilization process on the Colombian armed conflict	5
Multi-view hybrid recommendation model based on deep learning	5
I2R: Intra and inter-modal representation learning for code search	5
Ordination-based verification of feature selection in pattern evolution research	5
Quadratic hyper-surface kernel-free least squares support vector regression	5
Editorial	5
Knowledge graph embedding in a uniform space	5
Attribute interaction aware matrix factorization method for recommendation	5
A dual-ways feature fusion mechanism enhancing active learning based on TextCNN	4
Stable top-k periodic high-utility patterns mining over multi-sequence	4
A deep learning-based neural style transfer optimization approach	4
Identifying longevity profiles from longitudinal data through factor analysis and biclustering	4
Forecast combination with multivariate grey prediction for tourism demand forecasting	4
Learning traffic as videos: A spatio-temporal VAE approach to periodic traffic raster data imputation	4
Stacked collaborative transformer network with contrastive learning for video moment localization	4
Tree based Ensemble for Enhanced Prediction (TEEP) of epileptic seizures	4
ViSSR: A visual analytics system for student high-order social relationships at campus	4
cd-MBRec: Enhancing multi-behavior recommendation by explicitly modeling commonality and diversity	4
TLSTSRec: Time-aware long short-term attention neural network for sequential recommendation	4
Products ranking through two-stage online customer reviews information	4
Sampleformer: An efficient conformer-based Neural Network for Automatic Speech Recognition	4
Credit scoring based on a Bagging-cascading boosted decision tree	3
Machine learning based car accident risk prediction for usage-based insurance	3
Intelligent data integration from heterogeneous relational databases containing incomplete and uncertain information	3
RBSP-Boosting: A Shapley value-based resampling approach for imbalanced data classification	3
Effectiveness of ELMo embeddings, and semantic models in predicting review helpfulness	3
Real-time MRI lungs images revealing using Hybrid feedforward Deep Neural Network and Convolutional Neural Network	3
Bagging k-dependence Bayesian network classifiers	3
Methods for detecting and correcting contextual data quality problems	3
A resistance outlier sampling algorithm for imbalanced data prediction	3
Editorial	3
An efficient intrusion detection method using federated transfer learning and support vector machine with privacy-preserving	3
Secured finance handling for supply chain integrated business intelligence using blockchain application scenarios	3
Wide & deep generative adversarial networks for recommendation system	3
Combining pattern-based CRFs and weighted context-free grammars	3
Two stages data mining analytics for food intentional and behavioral recommendations	3
W-MMP2Vec: Topic-driven network embedding model for link prediction in content-based heterogeneous information network	3
Trajectory personalization privacy preservation method based on multi-sensitivity attribute generalization and local suppression	3
A fast and distributed C4.5 algorithm for urban big data	3
A fast method for discovering suitable number of clusters for fuzzy clustering	3
The prediction of online time series with concept drift based on dynamic intuitionistic fuzzy cognitive map	2
Robust face recognition based on a new Kernel-PCA using RRQR factorization	2
Machine learning and deep learning methods in brain tumor classification: A decade: Systematic literature review	2
Parallel power load abnormalities detection using fast density peak clustering with a hybrid canopy-K-means algorithm	2
Editorial	2
CBDA: Chaos-based binary dragonfly algorithm for evolutionary feature selection	2
Editorial	2
Handling incomplete data classification using imputed feature selected bagging (IFBag) method	2
ORBoost: An Orthogonal AdaBoost	2
Efficient computation of target-oriented link criticalness centrality in uncertain graphs	2

Parallel double-layer prediction model construction and empirical analysis for enterprise credit assessment	2
An attention network based on feature sequences for cross-domain sentiment classification	2
ITeM: Independent temporal motifs to summarize and compare temporal networks	2
Secureimagesec: A privacy-preserving framework for outsourced picture representation with content-based image retrieval	2
An adaptive simulated annealing and artificial fish swarm algorithm for the optimization of multi-depot express delivery vehicle routing	2
Lightweight unmanned aerial vehicle object detection algorithm based on improved YOLOv8	2
Combining decomposition and graph capsule network for multi-objective vehicle routing optimization	2
Interpretable deep classification of time series based on class discriminative prototype learning	2
An integrative framework for brain tumor segmentation and classification using neuraclassnet	2
Evaluation of end-to-end aspect-based sentiment analysis methods employing novel benchmark dataset for aspect, and opinion review analysis	2
Conversational recommender based on graph sparsification and multi-hop attention	2
A multi-layer multi-view stacking model for credit risk assessment	2
Modeling data with observers	2
Comparative observation of changes in natriuretic peptides before and after interventional therapy for congenital heart disease	2
Information granularity-based incremental feature selection for partially labeled hybrid data	2
Resformer: Combine quadratic linear transformation with efficient sparse Transformer for long-term series forecasting	2
Cross-modality semantic guidance for multi-label image classification	2
TextureMask: A merged architecture for low-resolution instance segmentation	2
Missing data imputation using correlation coefficient and min-max normalization weighting	2
Personalized trajectory privacy-preserving method based on sensitive attribute generalization and location perturbation	2
An evolutionary approach to extreme individual impact opinions based on time sunk costs	2
Robust multi-class feature selection via l2,0-norm regularization minimization	2
A framework for classifying breast cancer via heterogenetic attention mechanism and optimized feature selection	2
Sentiment analysis: A machine learning utilisation for analyzing the sentiments of facebook and twitter posts	2
Filter pruning via feature map clustering	2
Learning binary codes for fast image retrieval with sparse discriminant analysis and deep autoencoders	2
Dementia prediction using novel IOTM (Internet of Things in Medical) architecture framework	2
MusicNeXt: Addressing category bias in fused music using musical features and genre-sensitive adjustment layer	2
Clustering based on adaptive local density with evidential assigning strategy	2
A novel framework to enhance the performance of training distributed deep neural networks	2
Floating-point histograms for exploratory analysis of large scale real-world data sets	1
IMLBoost for intelligent diagnosis with imbalanced medical records	1
Atmospheric SO2 pollutant prediction using mutual information based TCNN-GRU model for flue gas desulfurization process	1
GeoNLPlify: A spatial data augmentation enhancing text classification for crisis monitoring	1
LaplaceConfidence: A graph-based approach for learning with noisy labels	1
A new perceptual evaluation method of video quality based on neural network	1
Editorial	1
Enhancing Adaboost performance in the presence of class-label noise: A comparative study on EEG-based classification of schizophrenic patients and benchmark datasets	1
Topic discovery from short reviews based on data enhancement	1
A discrete equilibrium optimization algorithm for breast cancer diagnosis	1
Towards robust log parsing using self-supervised learning for system security analysis	1
ADAW: Age decay accuracy weighted ensemble method for drifting data stream mining	1
A model to estimate the Self-Organizing Maps grid dimension for Prototype Generation	1
A systematic review on recommendation systems applied to chronic diseases	1
Graph structure learning based on feature and label consistency	1
An improved k-NN anomaly detection framework based on locality sensitive hashing for edge computing environment	1
C_CART: An instance confidence-based decision tree algorithm for classification	1
Predictive modelling of hospital readmission: Evaluation of different preprocessing techniques on machine learning classifiers	1
A medical assistant decision-making method based on interval belief rule base with explainability	1
Shape classification based on solid angles by a support vector machine	1
Predicting remaining execution time of business process instances via auto-encoded transition system	1
Dual-prompt complementary fusion network for RGBT tracking	1
Sentiment classification based on weak tagging information and imbalanced data	1
Bone feature quantization and systematized attention gate UNet-based deep learning framework for bone fracture classification	1
MeFiNet: Modeling multi-semantic convolution-based feature interactions for CTR prediction	1
Improving process discovery by filtering noises based on event dependency	1
FairAW – Additive weighting without discrimination	1
Research on weight initialization of CNN student models based on knowledge distillation	1
MEGA: Predicting the best classifier combination using meta-learning and a genetic algorithm	1
CMCEE: A joint learning framework for cascade decoding with multi-feature fusion and conditional enhancement for overlapping event extraction	1
Machine learning based software effort estimation using development-centric features for crowdsourcing platform	1
Data-driven predictive maintenance framework for railway systems	1
Online learning agents for cost-sensitive topical data acquisition from the web	1
A parametric approximation algorithm for spatial group keyword queries	1
A domain density peak clustering algorithm based on natural neighbor	1
Knowledge graph embedding with entity attributes using hypergraph neural networks	1
Efficient modal-aware feature learning with application in multimodal hashing	1
An agglomerative hierarchical clustering approach to identify coexisting bacteria in groups of bacterial vaginosis patients	1
A hybrid approach for noise reduction-based optimal classifier using genetic algorithm: A case study in plant disease prediction	1
Mining skyline frequent-utility patterns from big data environment based on MapReduce framework	1
A review on network representation learning with multi-granularity perspective	1
Low-rank multi-view subspace clustering via adaptive weight	1
Mining spatial high-average utility co-location patterns from spatial data sets	1
Trajectory outlier detection method based on group division	1
A bitemporal RDF index based on skip list	1
Location prediction for facility placement by incorporating multi-characteristic information	1
Lightweight blockchain approach to reduce double-spend and 51% attacks on Proof-of-Work	1
A novel density-based outlier detection method using key attributes	1
Semi-supervised contrastive learning with decomposition-based data augmentation for time series classification	1
Supervised probabilistic latent semantic analysis with applications to controversy analysis of legislative bills	1

Test scheduling of network-on-chip using hybrid WOA-GWO algorithm	1
The overlapping community discovery algorithm based on the local interaction model	1
Editorial	1
Adaptive fuzzy C-means clustering integrated with local outlier factor	1
ATIN: Attention-embedded time-aware imputation networks for production data anomaly detection	1
Inferring student social link from spatiotemporal behavior data via entropy-based analyzing model	1
An adaptive node embedding framework for multiplex networks	1
Unsupervised multi-source domain adaptation for person re-identification via sample weighting	1
Research on community evolution based on node influence and multi-attribute fusion	1
Regression trees with splitting based on changes of dependencies among covariates	1
Generate qualified adversarial attacks and foster enhanced models based on generative adversarial networks	1
From undirected dependence to directed causality: A novel Bayesian learning approach	1
Incorporating emoji sentiment information into a pre-trained language model for Chinese and English sentiment analysis	1
Prediction and analysis of chronic epilepsy using electroencephalographic signals on medical internet of things platform	1
A multi-instance multi-label learning algorithm based on radial basis functions and multi-objective particle swarm optimization	1
Analytical learning classifier based on predefined evenly-distributed class centroids	1
Efficient n-gram construction for text categorization using feature selection techniques	1
GT-CHES: Graph transformation for classification in human evolutionary systems	1
Collusive anomalies detection based on collaborative markov random field	0
Influence maximization based on network representation learning in social network	0
Evolutionary feature selection based on hybrid bald eagle search and particle swarm optimization	0
Ensemble machine learning methods for spatio-temporal data analysis of plant and ratoon sugarcane	0
Editorial	0
A directed link prediction method using graph convolutional network based on social ranking theory	0
Multimodal emotion recognition with hierarchical memory networks	0
Unsupervised latent event representation learning and storyline extraction from news articles based on neural networks	0
HSNF: Hybrid sampling with two-step noise filtering for imbalanced data classification	0
Editorial	0
Automatic image detection of multi-type surface defects on wind turbine blades based on cascade deep learning network	0
Temporal motif-based attentional graph convolutional network for dynamic link prediction	0
NetNDP: Nonoverlapping (delta, gamma)-approximate pattern matching	0
Two-layer dynamic graph convolutional recurrent neural network for traffic flow prediction	0
Research on the artistic form and image expression effect of public sculpture based on intelligent and parametric design	0
Explainable paper classification system using topic modeling and SHAP	0
Processing and optimized learning for improved classification of categorical plant disease datasets	0
Multi-scale hierarchical model for long-term time series forecasting	0
TSDNet: A two-stage decomposition-based hybrid deep neural network for long-term time series forecasting	0
A non-binary hierarchical tree overlapping community detection based on multi-dimensional similarity	0
A noise-resilient online learning algorithm with ramp loss for ordinal regression	0
Multi-task intent recommendation based on dynamic and static intent integration and disentanglement	0
Multi-aspect multilingual and cross-lingual parliamentary speech analysis	0
Feature evolvable learning with image streams	0
RegRL-KG: Learning an L1 regularized reinforcement agent for keyphrase generation	0
Contextual emotion detection on text using gaussian process and tree based classifiers	0
ACEANet: Ambiguous Context Enhanced Attention Network for skin lesion segmentation	0
Editorial	0
MD-SPKM: A set pair k-modes clustering algorithm for incomplete categorical matrix data	0
A hybrid classification method via keywords screening and attention mechanisms in extreme short text	0
Active ordinal classification by querying relative information	0
Wear-free gesture recognition based on residual features of RFID signals	0
Unifying attentive sparse autoencoder with neural collaborative filtering for recommendation	0
Detecting a multigranularity event in an unequal interval time series based on self-adaptive segmenting	0
Improving multi-label learning by modeling Local label and feature correlations	0
A feature-level mask self-supervised assisted learning approach based on transformer for remaining useful life prediction	0
Data management scheme for building internet of things based on blockchain sharding	0
Sparse non-negative matrix factorization for uncertain data clustering	0
A new semi-supervised algorithm combined with MCICA optimizing SVM for motion imagination EEG classification	0
Remote sensing image classification method based on improved ShuffleNet convolutional neural network	0
A prototype selection technique based on relative density and density peaks clustering for k nearest neighbor classification	0
A novel dual-granularity lightweight transformer for vision tasks	0
Spatio-temporal patterns assisted deep learning model for PM2.5 prediction (STEEP)	0
An improved hybrid structure learning strategy for Bayesian networks based on ensemble learning	0
A detection of multi-level co-location patterns based on column calculation and HDBSCAN clustering	0
An improvement of FDR for edge detection by applying EM method	0
Multiple independent losses scheduling: A simple training method for deep neural networks	0
Cross-modal variable-length hashing based on hierarchy	0
SUWAN: A supervised clustering algorithm with attributed networks	0
Suffix array for multi-pattern matching with variable length wildcards	0
Ep-Satty-MCDM based business decision-making model using behaviour and review data	0
CCTSDB dataset enhancement based on a cross-augmentation method for image datasets	0
Augmenting data with generative adversarial networks: An overview	0
Robust intuitionistic fuzzy clustering with bias field estimation for noisy image segmentation	0
Quantitative predicting propagation breadth and depth of microblog users’ forwarding behavior	0
DCE-IVI: Density-based clustering ensemble by selecting internal validity index	0
Extended clustering algorithm based on cluster shape boundary	0
A parallel and balanced SVM algorithm on spark for data-intensive computing	0
Editorial	0
Mutual information-based multi-output tree learning algorithm	0
A novel krill herd algorithm with orthogonality and its application to data clustering	0
An approach for unsupervised contextual anomaly detection and characterization	0
Attention mechanism based LSTM in classification of stressed speech under workload	0
Dynamic gaussian deep belief network design and stock market application	0
Enhancing 3D medical image registration with cross attention, residual skips, and cascade attention	0
A multi-label feature selection method based on an approximation of interaction information	0
EFS-XGBoost: A robust framework for precision classification of COVID-19 cases	0
Editorial	0
Heterogeneous graph community detection method based on K-nearest neighbor graph neural network	0
An enhanced network for brain MR image denoising	0
Keyphrase extraction using deep and wide learning features	0
Exploiting scatter matrix on one-class support vector machine based on low variance direction	0
A Responsible AI approach for designing resilient classifier to handle incomplete data	0
Dynamic mutual information-based feature selection for multi-label learning	0
Oversampling method based on GAN for tabular binary classification problems	0
Machine learning based software effort estimation using development-centric features for crowdsourcing platform	0
Spatial-temporal trajectory anomaly detection based on an improved spectral clustering algorithm	0