Intelligent Data Analysis

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

Quadratic hyper-surface kernel-free least squares support vector regression	5
Stacked collaborative transformer network with contrastive learning for video moment localization	5
Machine learning application in the ex-combatant demobilization process on the Colombian armed conflict	5
Attribute interaction aware matrix factorization method for recommendation	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
Tree based Ensemble for Enhanced Prediction (TEEP) of epileptic seizures	5
Two stages data mining analytics for food intentional and behavioral recommendations	4
Learning traffic as videos: A spatio-temporal VAE approach to periodic traffic raster data imputation	4
Stable top-k periodic high-utility patterns mining over multi-sequence	4
Sampleformer: An efficient conformer-based Neural Network for Automatic Speech Recognition	4
A dual-ways feature fusion mechanism enhancing active learning based on TextCNN	4
ViSSR: A visual analytics system for student high-order social relationships at campus	4
A deep learning-based neural style transfer optimization approach	4
TLSTSRec: Time-aware long short-term attention neural network for sequential recommendation	4
cd-MBRec: Enhancing multi-behavior recommendation by explicitly modeling commonality and diversity	4
Machine learning based car accident risk prediction for usage-based insurance	4
Products ranking through two-stage online customer reviews information	4
Identifying longevity profiles from longitudinal data through factor analysis and biclustering	4
Forecast combination with multivariate grey prediction for tourism demand forecasting	4
Intelligent data integration from heterogeneous relational databases containing incomplete and uncertain information	3
Methods for detecting and correcting contextual data quality problems	3
A fast method for discovering suitable number of clusters for fuzzy clustering	3
Real-time MRI lungs images revealing using Hybrid feedforward Deep Neural Network and Convolutional Neural Network	3
RBSP-Boosting: A Shapley value-based resampling approach for imbalanced data classification	3
Filter pruning via feature map clustering	3
Wide & deep generative adversarial networks for recommendation system	3
Combining pattern-based CRFs and weighted context-free grammars	3
Bagging k-dependence Bayesian network classifiers	3
Effectiveness of ELMo embeddings, and semantic models in predicting review helpfulness	3
A fast and distributed C4.5 algorithm for urban big data	3
Conversational recommender based on graph sparsification and multi-hop attention	3
W-MMP2Vec: Topic-driven network embedding model for link prediction in content-based heterogeneous information network	3
Credit scoring based on a Bagging-cascading boosted decision tree	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
Trajectory personalization privacy preservation method based on multi-sensitivity attribute generalization and local suppression	3
Unsupervised multi-source domain adaptation for person re-identification via sample weighting	2
ORBoost: An Orthogonal AdaBoost	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
Handling incomplete data classification using imputed feature selected bagging (IFBag) method	2
TextureMask: A merged architecture for low-resolution instance segmentation	2
Cross-modality semantic guidance for multi-label image classification	2
CMCEE: A joint learning framework for cascade decoding with multi-feature fusion and conditional enhancement for overlapping event extraction	2
A review on network representation learning with multi-granularity perspective	2
An improved k-NN anomaly detection framework based on locality sensitive hashing for edge computing environment	2

An adaptive simulated annealing and artificial fish swarm algorithm for the optimization of multi-depot express delivery vehicle routing	2
Resformer: Combine quadratic linear transformation with efficient sparse Transformer for long-term series forecasting	2
Prediction and analysis of chronic epilepsy using electroencephalographic signals on medical internet of things platform	2
Comparative observation of changes in natriuretic peptides before and after interventional therapy for congenital heart disease	2
Clustering based on adaptive local density with evidential assigning strategy	2
Modeling data with observers	2
Efficient computation of target-oriented link criticalness centrality in uncertain graphs	2
Personalized trajectory privacy-preserving method based on sensitive attribute generalization and location perturbation	2
A multi-layer multi-view stacking model for credit risk assessment	2
Robust face recognition based on a new Kernel-PCA using RRQR factorization	2
ADAW: Age decay accuracy weighted ensemble method for drifting data stream mining	2
A domain density peak clustering algorithm based on natural neighbor	2
Predictive modelling of hospital readmission: Evaluation of different preprocessing techniques on machine learning classifiers	2
Regression trees with splitting based on changes of dependencies among covariates	2
From undirected dependence to directed causality: A novel Bayesian learning approach	2
A novel framework to enhance the performance of training distributed deep neural networks	2
Efficient modal-aware feature learning with application in multimodal hashing	2
Learning binary codes for fast image retrieval with sparse discriminant analysis and deep autoencoders	2
Information granularity-based incremental feature selection for partially labeled hybrid data	2
Topic discovery from short reviews based on data enhancement	2
The prediction of online time series with concept drift based on dynamic intuitionistic fuzzy cognitive map	2
Evaluation of end-to-end aspect-based sentiment analysis methods employing novel benchmark dataset for aspect, and opinion review analysis	2
Inferring student social link from spatiotemporal behavior data via entropy-based analyzing model	2
Robust multi-class feature selection via l2,0-norm regularization minimization	2
Editorial	2
Editorial	2
A hybrid approach for noise reduction-based optimal classifier using genetic algorithm: A case study in plant disease prediction	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
Sentiment classification based on weak tagging information and imbalanced data	1
Research on weight initialization of CNN student models based on knowledge distillation	1
Digital image processing for evaluating the impact of designated nanoparticles in biomedical applications	1
MeFiNet: Modeling multi-semantic convolution-based feature interactions for CTR prediction	1
Test scheduling of network-on-chip using hybrid WOA-GWO algorithm	1
A discrete equilibrium optimization algorithm for breast cancer diagnosis	1
Floating-point histograms for exploratory analysis of large scale real-world data sets	1
MEGA: Predicting the best classifier combination using meta-learning and a genetic algorithm	1
Learning to transfer knowledge from RDF Graphs with gated recurrent units	1
GeoNLPlify: A spatial data augmentation enhancing text classification for crisis monitoring	1
Lightweight unmanned aerial vehicle object detection algorithm based on improved YOLOv8	1
Trajectory outlier detection method based on group division	1
Analytical learning classifier based on predefined evenly-distributed class centroids	1
Efficient n-gram construction for text categorization using feature selection techniques	1
A framework for classifying breast cancer via heterogenetic attention mechanism and optimized feature selection	1
Research on community evolution based on node influence and multi-attribute fusion	1
A bitemporal RDF index based on skip list	1
Graph structure learning based on feature and label consistency	1
Editorial	1
Mining skyline frequent-utility patterns from big data environment based on MapReduce framework	1
Improving process discovery by filtering noises based on event dependency	1
Data-driven predictive maintenance framework for railway systems	1
Atmospheric SO2 pollutant prediction using mutual information based TCNN-GRU model for flue gas desulfurization process	1
Combining decomposition and graph capsule network for multi-objective vehicle routing optimization	1
Location prediction for facility placement by incorporating multi-characteristic information	1
Modeling the combined influence of complexity and quality in supervised learning	1
An adaptive node embedding framework for multiplex networks	1
Multi-head attention based candidate segment selection in QA over hybrid data	1
ATIN: Attention-embedded time-aware imputation networks for production data anomaly detection	1
An integrative framework for brain tumor segmentation and classification using neuraclassnet	1
The overlapping community discovery algorithm based on the local interaction model	1
Machine learning and deep learning methods in brain tumor classification: A decade: Systematic literature review	1
Towards robust log parsing using self-supervised learning for system security analysis	1
Editorial	1
Adaptive fuzzy C-means clustering integrated with local outlier factor	1
CBDA: Chaos-based binary dragonfly algorithm for evolutionary feature selection	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
Mining spatial high-average utility co-location patterns from spatial data sets	1
A medical assistant decision-making method based on interval belief rule base with explainability	1
An agglomerative hierarchical clustering approach to identify coexisting bacteria in groups of bacterial vaginosis patients	1
A parametric approximation algorithm for spatial group keyword queries	1
A multi-instance multi-label learning algorithm based on radial basis functions and multi-objective particle swarm optimization	1
Semi-supervised contrastive learning with decomposition-based data augmentation for time series classification	1
FairAW – Additive weighting without discrimination	1
Bone feature quantization and systematized attention gate UNet-based deep learning framework for bone fracture classification	1
Two-dimensional dynamic time warping algorithm for matrices similarity	1
IMLBoost for intelligent diagnosis with imbalanced medical records	1
Stock market network based on bi-dimensional histogram and autoencoder	1
A novel density-based outlier detection method using key attributes	1

A novel deep learning framework for the identification of tortuous vessels in plus diseased infant retinal images	1
A new perceptual evaluation method of video quality based on neural network	1
Incorporating emoji sentiment information into a pre-trained language model for Chinese and English sentiment analysis	1
Learning bayesian multinets from labeled and unlabeled data for knowledge representation	1
Missing data imputation using correlation coefficient and min-max normalization weighting	1
Supervised probabilistic latent semantic analysis with applications to controversy analysis of legislative bills	1
An evolutionary approach to extreme individual impact opinions based on time sunk costs	1
GT-CHES: Graph transformation for classification in human evolutionary systems	1
Secureimagesec: A privacy-preserving framework for outsourced picture representation with content-based image retrieval	1
Generate qualified adversarial attacks and foster enhanced models based on generative adversarial networks	1
Editorial	1
Knowledge graph embedding with entity attributes using hypergraph neural networks	1
Parallel power load abnormalities detection using fast density peak clustering with a hybrid canopy-K-means algorithm	1
C_CART: An instance confidence-based decision tree algorithm for classification	1
Lightweight blockchain approach to reduce double-spend and 51% attacks on Proof-of-Work	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
LaplaceConfidence: A graph-based approach for learning with noisy labels	1
Modeling multi-attribute and implicit relationship factors with self-supervised learning for recommender systems	0
Wear-free gesture recognition based on residual features of RFID signals	0
Machine learning based software effort estimation using development-centric features for crowdsourcing platform	0
Improving multi-label learning by modeling Local label and feature correlations	0
Remote sensing image classification method based on improved ShuffleNet convolutional neural network	0
Data management scheme for building internet of things based on blockchain sharding	0
Editorial	0
A multi-label feature selection method based on an approximation of interaction information	0
Exploiting scatter matrix on one-class support vector machine based on low variance direction	0
A systematic review of hyperparameter tuning techniques for software quality prediction models	0
Research on the artistic form and image expression effect of public sculpture based on intelligent and parametric design	0
Cross-modal variable-length hashing based on hierarchy	0
Processing and optimized learning for improved classification of categorical plant disease datasets	0
Suffix array for multi-pattern matching with variable length wildcards	0
Active ordinal classification by querying relative information	0
Augmenting data with generative adversarial networks: An overview	0
A non-binary hierarchical tree overlapping community detection based on multi-dimensional similarity	0
A novel krill herd algorithm with orthogonality and its application to data clustering	0
Learning hierarchical embedding space for image-text matching	0
E-Health technological barriers faced by Iraqi healthcare institutions	0
A directed link prediction method using graph convolutional network based on social ranking theory	0
LAMB: A novel algorithm of label collaboration based multi-label learning	0
Ep-Satty-MCDM based business decision-making model using behaviour and review data	0
A noise-resilient online learning algorithm with ramp loss for ordinal regression	0
Time-series data dynamic density clustering	0
Robust intuitionistic fuzzy clustering with bias field estimation for noisy image segmentation	0
Multi-aspect multilingual and cross-lingual parliamentary speech analysis	0
Editorial	0
RegRL-KG: Learning an L1 regularized reinforcement agent for keyphrase generation	0
An approach for unsupervised contextual anomaly detection and characterization	0
Editorial	0
Dynamic gaussian deep belief network design and stock market application	0
Fault identification of rolling bearing based on improved salp swarm algorithm	0
Identifying relevant features of CSE-CIC-IDS2018 dataset for the development of an intrusion detection system	0
Energy efficient metaheuristic cluster-based routing protocol for underwater sensor networks	0
A memetic-based technical indicator portfolio and parameters optimization approach for finding trading signals to construct transaction robot in smart city era	0
Enhancing 3D medical image registration with cross attention, residual skips, and cascade attention	0
Oversampling method based on GAN for tabular binary classification problems	0
An enhanced network for brain MR image denoising	0
Spatial-temporal trajectory anomaly detection based on an improved spectral clustering algorithm	0
A parallel and balanced SVM algorithm on spark for data-intensive computing	0
An improvement of FDR for edge detection by applying EM method	0
MD-SPKM: A set pair k-modes clustering algorithm for incomplete categorical matrix data	0
Unsupervised latent event representation learning and storyline extraction from news articles based on neural networks	0
Human interaction recognition method based on parallel multi-feature fusion network	0
Small object detection based on attention mechanism and enhanced network	0
Collaborative optimization with PSO for named entity recognition-based applications	0
Cross-community shortcut detection based on network representation learning and structural features	0
Editorial	0
Multiple independent losses scheduling: A simple training method for deep neural networks	0
An efficient isomorphic CNN-based prediction and decision framework for financial time series	0
Ensemble machine learning methods for spatio-temporal data analysis of plant and ratoon sugarcane	0
SUWAN: A supervised clustering algorithm with attributed networks	0
HSNF: Hybrid sampling with two-step noise filtering for imbalanced data classification	0
Influence maximization based on network representation learning in social network	0
Automatic image detection of multi-type surface defects on wind turbine blades based on cascade deep learning network	0
Quantitative predicting propagation breadth and depth of microblog users’ forwarding behavior	0
NetNDP: Nonoverlapping (delta, gamma)-approximate pattern matching	0
A strategy to estimate the optimal low-rank in incremental SVD-based algorithms for recommender systems	0
A multiple hierarchical clustering ensemble algorithm to recognize clusters arbitrarily shaped	0
Editorial	0
NonPC: Non-parametric clustering algorithm with adaptive noise detecting	0
EFS-XGBoost: A robust framework for precision classification of COVID-19 cases	0
Feature evolvable learning with image streams	0
Evolutionary feature selection based on hybrid bald eagle search and particle swarm optimization	0
Contextual emotion detection on text using gaussian process and tree based classifiers	0
Detecting a multigranularity event in an unequal interval time series based on self-adaptive segmenting	0
Keyphrase extraction using deep and wide learning features	0
Incremental density clustering framework based on dynamic microlocal clusters	0
Multi-class WHMBoost: An ensemble algorithm for multi-class imbalanced data	0
DCE-IVI: Density-based clustering ensemble by selecting internal validity index	0
A new Chinese text clustering algorithm based on WRD and improved K-means	0
LSEC: Large-scale spectral ensemble clustering	0
An improved hybrid structure learning strategy for Bayesian networks based on ensemble learning	0
Safe co-training for semi-supervised regression	0
ACEANet: Ambiguous Context Enhanced Attention Network for skin lesion segmentation	0
Dynamic mutual information-based feature selection for multi-label learning	0