Intelligent Data Analysis

Article	Citations
Feature-based multi-criteria recommendation system using a weighted approach with ranking correlation	25
Efficient n-gram construction for text categorization using feature selection techniques	16
C_CART: An instance confidence-based decision tree algorithm for classification	14
Automatic image detection of multi-type surface defects on wind turbine blades based on cascade deep learning network	14
An improved OPTICS clustering algorithm for discovering clusters with uneven densities	12
Quadratic hyper-surface kernel-free least squares support vector regression	11
RGCF: Refined graph convolution collaborative filtering with concise and expressive embedding	11
An adaptive simulated annealing and artificial fish swarm algorithm for the optimization of multi-depot express delivery vehicle routing	11
A novel approach to fully representing the diversity in conditional dependencies for learning Bayesian network classifier	10
Tree based Ensemble for Enhanced Prediction (TEEP) of epileptic seizures	9
Deep multiple non-negative matrix factorization for multi-view clustering	8
Predicting remaining execution time of business process instances via auto-encoded transition system	8
Hybrid recommendation model based on deep learning and Stacking integration strategy	8
Comparative study on credit card fraud detection based on different support vector machines	8
Multi-task prediction model based on ConvLSTM and encoder-decoder	8
LSEC: Large-scale spectral ensemble clustering	7
Robust face recognition based on a new Kernel-PCA using RRQR factorization	7
Multi-modal neuroimaging feature fusion via 3D Convolutional Neural Network architecture for schizophrenia diagnosis	7
An improved YOLOv3 model for detecting location information of ovarian cancer from CT images	7
An efficient method for time series similarity search using binary code representation and hamming distance	7
A hybrid deep learning model for predicting and targeting the less immunized area to improve childrens vaccination rate	7
Wear-free gesture recognition based on residual features of RFID signals	6
A strategy to estimate the optimal low-rank in incremental SVD-based algorithms for recommender systems	6
A model to estimate the Self-Organizing Maps grid dimension for Prototype Generation	6
Energy modeling of Hoeffding tree ensembles	6

Learning to combine classifiers outputs with the transformer for text classification	6
Temporal link prediction in directed networks based on self-attention mechanism	6
Robust multi-class feature selection via l2,0-norm regularization minimization	6
Efficient facial expression recognition based on convolutional neural network	6
Augmenting data with generative adversarial networks: An overview	6
A robust anomaly detection algorithm based on principal component analysis	6
Real-time adaptive fuzzy density clustering for multi-target data association	6
Contextual emotion detection on text using gaussian process and tree based classifiers	5
Particle swarm optimization pattern recognition neural network for transmission lines faults classification	5
Similarity-based sales forecasting using improved ConvLSTM and prophet	5
Using the beta distribution technique to detect attacked items from collaborative filtering	5
Improvements of bat algorithm for optimal feature selection: A systematic literature review	5
A directed link prediction method using graph convolutional network based on social ranking theory	5
A two-stage clustering-based cold-start method for active learning	5
Plant leaf recognition with shallow and deep learning: A comprehensive study	5
Wide & deep generative adversarial networks for recommendation system	5
A lazy feature selection method for multi-label classification	5
sKAdam: An improved scalar extension of KAdam for function optimization	5
Classification from positive and unlabeled data based on likelihood invariance for measurement	5
A parametric approximation algorithm for spatial group keyword queries	5
W-MMP2Vec: Topic-driven network embedding model for link prediction in content-based heterogeneous information network	5
Virtual samples based robust block-diagonal dictionary learning for face recognition	4
ORBoost: An Orthogonal AdaBoost	4
IACN: Interactive attention capsule network for similar case matching	4
A new semi-supervised algorithm combined with MCICA optimizing SVM for motion imagination EEG classification	4
Knowledge graph embedding with entity attributes using hypergraph neural networks	4
Bagging k-dependence Bayesian network classifiers	4
Entropy difference and kernel-based oversampling technique for imbalanced data learning	4
A hybrid approach for noise reduction-based optimal classifier using genetic algorithm: A case study in plant disease prediction	4
Intelligent data integration from heterogeneous relational databases containing incomplete and uncertain information	4
Three-stage multi-modal multi-objective differential evolution algorithm for vehicle routing problem with time windows	4
Human interaction recognition method based on parallel multi-feature fusion network	3
A multi-label feature selection method based on an approximation of interaction information	3
Learning transferable and discriminative features for unsupervised domain adaptation	3
Suffix array for multi-pattern matching with variable length wildcards	3
MD-SPKM: A set pair k-modes clustering algorithm for incomplete categorical matrix data	3
Two-dimensional dynamic time warping algorithm for matrices similarity	3
Hierarchical features-based targeted aspect extraction from online reviews	3
A citation recommendation method based on context correlation	3
Effectiveness of ELMo embeddings, and semantic models in predicting review helpfulness	3
Quantum-behaved particle swarm optimization with dynamic grouping searching strategy	3
Content-aware data distribution over cluster nodes	3
DAF: An adaptive computing framework for multimedia data streams analysis	3
Dynamic mutual information-based feature selection for multi-label learning	3
Using optimized statistical distances to confront distributed denial of service attacks in software defined networks	3
Sentiment classification based on weak tagging information and imbalanced data	3
Clustering based on adaptive local density with evidential assigning strategy	3
Information granularity-based incremental feature selection for partially labeled hybrid data	3
Multidimensional indexing technique for medical images retrieval	3
Collusive anomalies detection based on collaborative markov random field	3

Deep spatial-temporal fusion network for fine-grained air pollutant concentration prediction	3
A non-binary hierarchical tree overlapping community detection based on multi-dimensional similarity	3
Spatial-temporal trajectory anomaly detection based on an improved spectral clustering algorithm	3
An adaptive node embedding framework for multiplex networks	3
The overlapping community discovery algorithm based on the local interaction model	3
Parameter evolution of the classifiers for disease diagnosis with offline data-driven hybrid systems	3
A Relief-PGS algorithm for feature selection and data classification	3
Addressing model uncertainty in probabilistic forecasting using Monte Carlo dropout	2
Methods for detecting and correcting contextual data quality problems	2
Predictive modelling of hospital readmission: Evaluation of different preprocessing techniques on machine learning classifiers	2
HELD: Hierarchical entity-label disambiguation in named entity recognition task using deep learning	2
Influence maximization based on network representation learning in social network	2
Multiclass spectral feature scaling method for dimensionality reduction	2
Improving the accuracy of multiclass classification in machine learning: A case study in a cell signaling dataset	2
A feature selection strategy for improving software maintainability prediction	2
MEGA: Predicting the best classifier combination using meta-learning and a genetic algorithm	2
A new perceptual evaluation method of video quality based on neural network	2
DDREL: From drug-drug relationships to drug repurposing	2
Sentiment analysis via dually-born-again network and sample selection	2
Microbloggers’ interest inference using a subgraph stream	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
Predicting traffic crash severity using hybrid of balanced bagging classification and light gradient boosting machine	2
Forecasting emergency department admissions	2
A new Chinese text clustering algorithm based on WRD and improved K-means	2
A time series approach to player churn and conversion in videogames	2
An efficient isomorphic CNN-based prediction and decision framework for financial time series	2
A novel feature selection method considering feature interaction in neighborhood rough set	2
Bayesian estimation of decay parameters in Hawkes processes	2
Graph structure learning based on feature and label consistency	2
Active learning for ordinal classification on incomplete data	2
Adaptive fuzzy C-means clustering integrated with local outlier factor	2
The prediction of online time series with concept drift based on dynamic intuitionistic fuzzy cognitive map	2
Ensemble machine learning methods for spatio-temporal data analysis of plant and ratoon sugarcane	2
Multi-view hybrid recommendation model based on deep learning	2
Inferring student social link from spatiotemporal behavior data via entropy-based analyzing model	2
Optimization of SMOTE for imbalanced data based on AdaRBFNN and hybrid metaheuristics	2
An efficient intrusion detection method using federated transfer learning and support vector machine with privacy-preserving	2
Reinforcement learning based metric filtering for evolutionary distance metric learning	2
An integrated model based on feedforward neural network and Taylor expansion for indicator correlation elimination	2
A novel krill herd algorithm with orthogonality and its application to data clustering	2
Identifying latent variables in Dynamic Bayesian Networks with bootstrapping applied to Type 2 Diabetes complication prediction	2
Uni- and multivariate probability density models for numeric subgroup discovery	2
Graph convolutional networks-based robustness optimization for scale-free Internet of Things	2
A novel density-based outlier detection method using key attributes	2
Diagnosis of liver disease by computer- assisted imaging techniques: A literature review	2
Dynamic gaussian deep belief network design and stock market application	2
Personalized trajectory privacy-preserving method based on sensitive attribute generalization and location perturbation	2
Efficient computation of target-oriented link criticalness centrality in uncertain graphs	2
An agglomerative hierarchical clustering approach to identify coexisting bacteria in groups of bacterial vaginosis patients	1
Data management scheme for building internet of things based on blockchain sharding	1
Enhancing link prediction efficiency with shortest path and structural attributes	1
Retracing-efficient IoT model for identifying the skin-related tags using automatic lumen detection	1
A multiple hierarchical clustering ensemble algorithm to recognize clusters arbitrarily shaped	1
Alleviating the independence assumptions of averaged one-dependence estimators by model weighting	1
Development of a data generator for multivariate numerical data with arbitrary correlations and distributions	1
Self-training algorithm based on density peaks combining globally adaptive multi-local noise filter	1
Location prediction for facility placement by incorporating multi-characteristic information	1
Safe co-training for semi-supervised regression	1
Multimodal emotion recognition with hierarchical memory networks	1
Dementia prediction using novel IOTM (Internet of Things in Medical) architecture framework	1
Cross-modal variable-length hashing based on hierarchy	1
Unsupervised latent event representation learning and storyline extraction from news articles based on neural networks	1
Improving multi-view facial expression recognition through two novel texture-based feature representations	1
A grouping feature selection method based on feature interaction	1
Conversational recommender based on graph sparsification and multi-hop attention	1
Efficiently mining maximal l-reachability co-location patterns from spatial data sets	1
Penalized additive neural network regression	1
Heterogeneous information fusion based graph collaborative filtering recommendation	1
MFF-SC: A multi-feature fusion method for smart contract classification	1
Evaluating semantic representations for extended association rules	1
On the generation of multi-label prototypes	1
Differential evolution algorithm-based multiple-factor optimization methods for data assimilation	1
IMLBoost for intelligent diagnosis with imbalanced medical records	1
Evolutionary feature selection based on hybrid bald eagle search and particle swarm optimization	1
Mining spatial high-average utility co-location patterns from spatial data sets	1
Improving multi-label learning by modeling Local label and feature correlations	1
Shape classification based on solid angles by a support vector machine	1
NetNDP: Nonoverlapping (delta, gamma)-approximate pattern matching	1
Generate qualified adversarial attacks and foster enhanced models based on generative adversarial networks	1

Clustering-based improved adaptive synthetic minority oversampling technique for imbalanced data classification	1
Multi-class WHMBoost: An ensemble algorithm for multi-class imbalanced data	1
Parallel double-layer prediction model construction and empirical analysis for enterprise credit assessment	1
A parallel and balanced SVM algorithm on spark for data-intensive computing	1
An improved hybrid structure learning strategy for Bayesian networks based on ensemble learning	1
A multi-layer multi-view stacking model for credit risk assessment	1
Temporal motif-based attentional graph convolutional network for dynamic link prediction	1
Sparse non-negative matrix factorization for uncertain data clustering	1
A domain density peak clustering algorithm based on natural neighbor	1
Asymmetric multilevel interactive attention network integrating reviews for item recommendation	1
A feature-aware long-short interest evolution network for sequential recommendation	1
A memetic-based technical indicator portfolio and parameters optimization approach for finding trading signals to construct transaction robot in smart city era	1
An in-depth study on key nodes in social networks	1
Stacked collaborative transformer network with contrastive learning for video moment localization	1
Boosting active domain adaptation with exploration of samples	1
Unsupervised feature extraction from multivariate time series for outlier detection	1
Digital image processing for evaluating the impact of designated nanoparticles in biomedical applications	1
Combining pattern-based CRFs and weighted context-free grammars	1
Manifold regularization ensemble clustering with many objectives using unsupervised extreme learning machines	1
Anomaly repair-based approach to improve time series forecasting	1
Stock market network based on bi-dimensional histogram and autoencoder	1
Multi-instance positive and unlabeled learning with bi-level embedding	1
Biogc: A novel framework for biological network classification via machine learning	1
Machine learning techniques for received signal strength indicator prediction	1
Modeling the combined influence of complexity and quality in supervised learning	1
Constructing outlier-free histograms with variable bin-width based on distance minimization	1
Content boosted hybrid filtering for solving pessimistic user problem in recommendation systems	1
Evaluation of end-to-end aspect-based sentiment analysis methods employing novel benchmark dataset for aspect, and opinion review analysis	1
Extended clustering algorithm based on cluster shape boundary	1
Unifying attentive sparse autoencoder with neural collaborative filtering for recommendation	1
Regression trees with splitting based on changes of dependencies among covariates	1
Heart sound classification using wavelet scattering transform and support vector machine	1
Resformer: Combine quadratic linear transformation with efficient sparse Transformer for long-term series forecasting	1
Small object detection based on attention mechanism and enhanced network	1
A novel approach to energy-aware resource management: Toward green NOMA heterogeneous networks	1
Filter pruning via feature map clustering	1
Multi-aspect multilingual and cross-lingual parliamentary speech analysis	1
Improving discretization based pattern discovery for multivariate time series by additional preprocessing	1
A resistance outlier sampling algorithm for imbalanced data prediction	1
Analysis of OWA operators for automatic keyphrase extraction in a semantic context	1
A fast method for discovering suitable number of clusters for fuzzy clustering	1
A multi-instance multi-label learning algorithm based on radial basis functions and multi-objective particle swarm optimization	1
Ordination-based verification of feature selection in pattern evolution research	0
cd-MBRec: Enhancing multi-behavior recommendation by explicitly modeling commonality and diversity	0
Secured finance handling for supply chain integrated business intelligence using blockchain application scenarios	0
Real-time MRI lungs images revealing using Hybrid feedforward Deep Neural Network and Convolutional Neural Network	0
Lightweight unmanned aerial vehicle object detection algorithm based on improved YOLOv8	0
TSPS: A Topic based Shortest Path Set algorithm for influence maximization	0
Secureimagesec: A privacy-preserving framework for outsourced picture representation with content-based image retrieval	0
RBSP-Boosting: A Shapley value-based resampling approach for imbalanced data classification	0
Prediction and analysis of chronic epilepsy using electroencephalographic signals on medical internet of things platform	0
Knowledge graph embedding in a uniform space	0
Interpretable and effective hashing via Bernoulli variational auto-encoders	0
Editorial	0
A novel framework to enhance the performance of training distributed deep neural networks	0
Privacy preserving defect prediction using generalization and entropy-based data reduction	0
A fast and distributed C4.5 algorithm for urban big data	0
Products ranking through two-stage online customer reviews information	0
TLSTSRec: Time-aware long short-term attention neural network for sequential recommendation	0
A deep learning-based neural style transfer optimization approach	0
Machine learning based car accident risk prediction for usage-based insurance	0
ViSSR: A visual analytics system for student high-order social relationships at campus	0
Editorial	0
Editorial	0
Topic discovery from short reviews based on data enhancement	0
Two stages data mining analytics for food intentional and behavioral recommendations	0
Editorial	0
Credit scoring based on a Bagging-cascading boosted decision tree	0
Handling incomplete data classification using imputed feature selected bagging (IFBag) method	0
Editorial	0
TextureMask: A merged architecture for low-resolution instance segmentation	0
Exploiting the implicit independence assumption for learning directed graphical models	0
Learning traffic as videos: A spatio-temporal VAE approach to periodic traffic raster data imputation	0
Editorial	0
A dual-ways feature fusion mechanism enhancing active learning based on TextCNN	0
Editorial	0
Stable top-k periodic high-utility patterns mining over multi-sequence	0
SARW: Similarity-Aware Random Walk for GCN	0
Forecast combination with multivariate grey prediction for tourism demand forecasting	0
Heuristics for the two-dimensional cutting stock problem with usable leftover	0
Finding reinforced structural hole spanners in social networks via node embedding	0
ADAW: Age decay accuracy weighted ensemble method for drifting data stream mining	0
HFD: Hierarchical feature decoupling for SQL generation from text	0
Collective annotation patterns in learning from crowds	0
Machine learning application in the ex-combatant demobilization process on the Colombian armed conflict	0
Comparative observation of changes in natriuretic peptides before and after interventional therapy for congenital heart disease	0
Robust partial face recognition using multi-label attributes	0
Multilevel term analysis for adaptive document filtering1	0
Mining multiplex interaction relationships from usage records in social networks	0
Learning binary codes for fast image retrieval with sparse discriminant analysis and deep autoencoders	0
Editorial	0
I2R: Intra and inter-modal representation learning for code search	0
Generate custom travel magazine layouts	0
Trajectory personalization privacy preservation method based on multi-sensitivity attribute generalization and local suppression	0
Attribute interaction aware matrix factorization method for recommendation	0