Intelligent Data Analysis

Article	Citations
An efficient and robust bat algorithm with fusion of opposition-based learning and whale optimization algorithm	45
An improved opposition based learning firefly algorithm with dragonfly algorithm for solving continuous optimization problems	44
Feature-based multi-criteria recommendation system using a weighted approach with ranking correlation	20
Recognition of speech emotion using custom 2D-convolution neural network deep learning algorithm	20
Efficient heuristics for learning Bayesian network from labeled and unlabeled data	19
An intrusion detection method based on active transfer learning	18
Efficient n-gram construction for text categorization using feature selection techniques	12
C_CART: An instance confidence-based decision tree algorithm for classification	12
Automatic image detection of multi-type surface defects on wind turbine blades based on cascade deep learning network	11
Multi-fuzzy-constrained graph pattern matching with big graph data	9
Bayesian hierarchical K-means clustering	9
Estimating a one-class naive Bayes text classifier	8
Analyzing concept drift: A case study in the financial sector	8
Boosting meta-learning with simulated data complexity measures	8
Tree based Ensemble for Enhanced Prediction (TEEP) of epileptic seizures	8
A novel approach to fully representing the diversity in conditional dependencies for learning Bayesian network classifier	8
Multi-task prediction model based on ConvLSTM and encoder-decoder	8
Fourier neural networks: A comparative study	8
An improved OPTICS clustering algorithm for discovering clusters with uneven densities	8
RGCF: Refined graph convolution collaborative filtering with concise and expressive embedding	8
Quadratic hyper-surface kernel-free least squares support vector regression	8
Deep multiple non-negative matrix factorization for multi-view clustering	7
Comparative study on credit card fraud detection based on different support vector machines	7
An outlier ensemble for unsupervised anomaly detection in honeypots data	7
An efficient Bayesian network structure learning algorithm using the strategy of two-stage searches	7

A comparison study on nonlinear dimension reduction methods with kernel variations: Visualization, optimization and classification	7
Efficient facial expression recognition based on convolutional neural network	6
A novel algorithm for searching frequent gradual patterns from an ordered data set	6
Predicting remaining execution time of business process instances via auto-encoded transition system	6
An improved YOLOv3 model for detecting location information of ovarian cancer from CT images	6
Wear-free gesture recognition based on residual features of RFID signals	5
Online analytical processsing on graph data	5
Classification from positive and unlabeled data based on likelihood invariance for measurement	5
Hybridization of population-based ant colony optimization via data mining	5
An adaptive simulated annealing and artificial fish swarm algorithm for the optimization of multi-depot express delivery vehicle routing	5
User-item content awareness in matrix factorization based collaborative recommender systems	5
Twitter sentiment analysis for the estimation of voting intention in the 2017 Chilean elections	5
Temporal link prediction in directed networks based on self-attention mechanism	5
Domain sentiment dictionary construction and optimization based on multi-source information fusion	5
A robust anomaly detection algorithm based on principal component analysis	5
Energy modeling of Hoeffding tree ensembles	5
W-MMP2Vec: Topic-driven network embedding model for link prediction in content-based heterogeneous information network	5
Learning to combine classifiers outputs with the transformer for text classification	5
Multi-modal neuroimaging feature fusion via 3D Convolutional Neural Network architecture for schizophrenia diagnosis	5
A parametric approximation algorithm for spatial group keyword queries	5
Plant leaf recognition with shallow and deep learning: A comprehensive study	5
Real-time adaptive fuzzy density clustering for multi-target data association	5
Virtual samples based robust block-diagonal dictionary learning for face recognition	4
Robust face recognition based on a new Kernel-PCA using RRQR factorization	4
A lazy feature selection method for multi-label classification	4
Augmenting data with generative adversarial networks: An overview	4
Entropy difference and kernel-based oversampling technique for imbalanced data learning	4
A two-stage clustering-based cold-start method for active learning	4
An efficient method for time series similarity search using binary code representation and hamming distance	4
A model to estimate the Self-Organizing Maps grid dimension for Prototype Generation	4
A hybrid deep learning model for predicting and targeting the less immunized area to improve childrens vaccination rate	4
Improvements of bat algorithm for optimal feature selection: A systematic literature review	4
A directed link prediction method using graph convolutional network based on social ranking theory	4
A strategy to estimate the optimal low-rank in incremental SVD-based algorithms for recommender systems	4
Distributed frequent subgraph mining on evolving graph using SPARK	4
Canal-LASSO: A sparse noise-resilient online linear regression model	4
An improvement of SAX representation for time series by using complexity invariance	4
Intelligent data integration from heterogeneous relational databases containing incomplete and uncertain information	4
Contextual emotion detection on text using gaussian process and tree based classifiers	4
Hybrid recommendation model based on deep learning and Stacking integration strategy	4
Similarity-based sales forecasting using improved ConvLSTM and prophet	4
Particle swarm optimization pattern recognition neural network for transmission lines faults classification	4
MD-SPKM: A set pair k-modes clustering algorithm for incomplete categorical matrix data	3
A community-based algorithm for influence maximization on dynamic social networks	3
A cross-lingual sentiment topic model evolution over time	3
Clustering based on adaptive local density with evidential assigning strategy	3
Using the beta distribution technique to detect attacked items from collaborative filtering	3
Bagging k-dependence Bayesian network classifiers	3
Human interaction recognition method based on parallel multi-feature fusion network	3
LSEC: Large-scale spectral ensemble clustering	3

W-Com2Vec: A topic-driven meta-path- based intra-community embedding for content-based heterogeneous information network	3
sKAdam: An improved scalar extension of KAdam for function optimization	3
Suffix array for multi-pattern matching with variable length wildcards	3
Extraction of qualitative behavior rules for industrial processes from reduced concept lattice	3
ORBoost: An Orthogonal AdaBoost	3
Parameter evolution of the classifiers for disease diagnosis with offline data-driven hybrid systems	3
MAPK-means: A clustering algorithm with quantitative preferences on attributes	3
An advanced profile hidden Markov model for malware detection	3
A semantic-aware collaborative filtering recommendation method for emergency plans in response to meteorological hazards	3
Could spatial features help the matching of textual data?	3
Spatial-temporal trajectory anomaly detection based on an improved spectral clustering algorithm	3
Unsupervised learning of textual pattern based on Propagation in Bipartite Graph	3
A hybrid approach for noise reduction-based optimal classifier using genetic algorithm: A case study in plant disease prediction	3
A citation recommendation method based on context correlation	3
Multidimensional indexing technique for medical images retrieval	3
A novel adaptive k-NN classifier for handling imbalance: Application to brain MRI	3
Learning transferable and discriminative features for unsupervised domain adaptation	3
Content-aware data distribution over cluster nodes	3
Adaptive fuzzy C-means clustering integrated with local outlier factor	2
MEGA: Predicting the best classifier combination using meta-learning and a genetic algorithm	2
Active learning for ordinal classification on incomplete data	2
A new perceptual evaluation method of video quality based on neural network	2
Robust multi-class feature selection via l2,0-norm regularization minimization	2
Predictive modelling of hospital readmission: Evaluation of different preprocessing techniques on machine learning classifiers	2
Optimization of SMOTE for imbalanced data based on AdaRBFNN and hybrid metaheuristics	2
Wide & deep generative adversarial networks for recommendation system	2
A new semi-supervised algorithm combined with MCICA optimizing SVM for motion imagination EEG classification	2
Multiclass spectral feature scaling method for dimensionality reduction	2
A non-binary hierarchical tree overlapping community detection based on multi-dimensional similarity	2
Sentiment classification based on weak tagging information and imbalanced data	2
The overlapping community discovery algorithm based on the local interaction model	2
Using optimized statistical distances to confront distributed denial of service attacks in software defined networks	2
An efficient algorithm for hiding sensitive-high utility itemsets	2
An adaptive node embedding framework for multiplex networks	2
Knowledge-embodied attention for distantly supervised relation extraction	2
An attention network based on feature sequences for cross-domain sentiment classification	2
Autonomous self-evolving forecasting models for price movement in high frequency trading: Evidence from Taiwan	2
A Relief-PGS algorithm for feature selection and data classification	2
A multi-label feature selection method based on an approximation of interaction information	2
An efficient isomorphic CNN-based prediction and decision framework for financial time series	2
A feature selection strategy for improving software maintainability prediction	2
DDREL: From drug-drug relationships to drug repurposing	2
Sentiment analysis via dually-born-again network and sample selection	2
A novel density-based outlier detection method using key attributes	2
Knowledge graph embedding with entity attributes using hypergraph neural networks	2
Personalized trajectory privacy-preserving method based on sensitive attribute generalization and location perturbation	2
An active learning ensemble method for regression tasks	2
Forecasting emergency department admissions	2
HELD: Hierarchical entity-label disambiguation in named entity recognition task using deep learning	2
Dynamic mutual information-based feature selection for multi-label learning	2
An integrated model based on feedforward neural network and Taylor expansion for indicator correlation elimination	2
Uni- and multivariate probability density models for numeric subgroup discovery	2
Alleviating the independence assumptions of averaged one-dependence estimators by model weighting	1
Biased transfer matching for less overlapping degree for unsupervised domain adaptation	1
Reinforcement learning based metric filtering for evolutionary distance metric learning	1
Spatial-time motifs discovery	1
Inferring student social link from spatiotemporal behavior data via entropy-based analyzing model	1
Influence maximization based on network representation learning in social network	1
Parallel double-layer prediction model construction and empirical analysis for enterprise credit assessment	1
Identifying latent variables in Dynamic Bayesian Networks with bootstrapping applied to Type 2 Diabetes complication prediction	1
An efficient intrusion detection method using federated transfer learning and support vector machine with privacy-preserving	1
A grouping feature selection method based on feature interaction	1
Multi-view hybrid recommendation model based on deep learning	1
Improving discretization based pattern discovery for multivariate time series by additional preprocessing	1
Differential evolution algorithm-based multiple-factor optimization methods for data assimilation	1
RobustRepStream: Robust stream clustering using self-controlled connectivity graph	1
Clustering-based improved adaptive synthetic minority oversampling technique for imbalanced data classification	1
Generate qualified adversarial attacks and foster enhanced models based on generative adversarial networks	1
NetNDP: Nonoverlapping (delta, gamma)-approximate pattern matching	1
An agglomerative hierarchical clustering approach to identify coexisting bacteria in groups of bacterial vaginosis patients	1
Addressing model uncertainty in probabilistic forecasting using Monte Carlo dropout	1
Diagnosis of liver disease by computer- assisted imaging techniques: A literature review	1
Microbloggers’ interest inference using a subgraph stream	1
Biogc: A novel framework for biological network classification via machine learning	1
A parallel and balanced SVM algorithm on spark for data-intensive computing	1
Information granularity-based incremental feature selection for partially labeled hybrid data	1
Multi-class WHMBoost: An ensemble algorithm for multi-class imbalanced data	1
Multimodal emotion recognition with hierarchical memory networks	1
A time series approach to player churn and conversion in videogames	1
Unsupervised latent event representation learning and storyline extraction from news articles based on neural networks	1

Feature learning for representing sparse networks based on random walks	1
Heart sound classification using wavelet scattering transform and support vector machine	1
Efficient computation of target-oriented link criticalness centrality in uncertain graphs	1
A novel approach to energy-aware resource management: Toward green NOMA heterogeneous networks	1
IACN: Interactive attention capsule network for similar case matching	1
Bayesian estimation of decay parameters in Hawkes processes	1
Methods for detecting and correcting contextual data quality problems	1
On the generation of multi-label prototypes	1
Evaluating semantic representations for extended association rules	1
Manifold regularization ensemble clustering with many objectives using unsupervised extreme learning machines	1
Improving multi-label learning by modeling Local label and feature correlations	1
Graph structure learning based on feature and label consistency	1
Deep spatial-temporal fusion network for fine-grained air pollutant concentration prediction	1
Modeling the combined influence of complexity and quality in supervised learning	1
Development of a data generator for multivariate numerical data with arbitrary correlations and distributions	1
Graph convolutional networks-based robustness optimization for scale-free Internet of Things	1
Efficiently mining maximal l-reachability co-location patterns from spatial data sets	1
Two-dimensional dynamic time warping algorithm for matrices similarity	1
A memetic-based technical indicator portfolio and parameters optimization approach for finding trading signals to construct transaction robot in smart city era	1
A novel krill herd algorithm with orthogonality and its application to data clustering	1
Mining sequences in activities for time use analysis	1
Regression trees with splitting based on changes of dependencies among covariates	1
Sparse non-negative matrix factorization for uncertain data clustering	1
Improving multi-view facial expression recognition through two novel texture-based feature representations	1
Penalized additive neural network regression	1
ITeM: Independent temporal motifs to summarize and compare temporal networks	1
Improving the accuracy of multiclass classification in machine learning: A case study in a cell signaling dataset	1
A fast method for discovering suitable number of clusters for fuzzy clustering	1
Analysis of OWA operators for automatic keyphrase extraction in a semantic context	1
Combining pattern-based CRFs and weighted context-free grammars	1
A novel feature selection method considering feature interaction in neighborhood rough set	1
Unsupervised feature extraction from multivariate time series for outlier detection	1
A multiple hierarchical clustering ensemble algorithm to recognize clusters arbitrarily shaped	1
Mining spatial high-average utility co-location patterns from spatial data sets	1
Anomaly repair-based approach to improve time series forecasting	1
Shape classification based on solid angles by a support vector machine	1
Ensemble machine learning methods for spatio-temporal data analysis of plant and ratoon sugarcane	1
Stock market network based on bi-dimensional histogram and autoencoder	1
Predicting traffic crash severity using hybrid of balanced bagging classification and light gradient boosting machine	1
IMLBoost for intelligent diagnosis with imbalanced medical records	1
Multi-aspect multilingual and cross-lingual parliamentary speech analysis	1
Heterogeneous information fusion based graph collaborative filtering recommendation	0
Unsupervised multi-source domain adaptation for person re-identification via sample weighting	0
TSPS: A Topic based Shortest Path Set algorithm for influence maximization	0
Prediction and analysis of chronic epilepsy using electroencephalographic signals on medical internet of things platform	0
Editorial	0
Multilevel term analysis for adaptive document filtering1	0
TextureMask: A merged architecture for low-resolution instance segmentation	0
Credit scoring based on a Bagging-cascading boosted decision tree	0
The prediction of online time series with concept drift based on dynamic intuitionistic fuzzy cognitive map	0
Privacy preserving defect prediction using generalization and entropy-based data reduction	0
A dual-ways feature fusion mechanism enhancing active learning based on TextCNN	0
Attribute interaction aware matrix factorization method for recommendation	0
Knowledge graph embedding in a uniform space	0
Trajectory personalization privacy preservation method based on multi-sensitivity attribute generalization and local suppression	0
A fast and distributed C4.5 algorithm for urban big data	0
Real-time MRI lungs images revealing using Hybrid feedforward Deep Neural Network and Convolutional Neural Network	0
Topic discovery from short reviews based on data enhancement	0
Mining multiplex interaction relationships from usage records in social networks	0
Parallel power load abnormalities detection using fast density peak clustering with a hybrid canopy-K-means algorithm	0
Effectiveness of ELMo embeddings, and semantic models in predicting review helpfulness	0
Comparative observation of changes in natriuretic peptides before and after interventional therapy for congenital heart disease	0
Editorial	0
ADAW: Age decay accuracy weighted ensemble method for drifting data stream mining	0
Resformer: Combine quadratic linear transformation with efficient sparse Transformer for long-term series forecasting	0
Finding reinforced structural hole spanners in social networks via node embedding	0
Learning binary codes for fast image retrieval with sparse discriminant analysis and deep autoencoders	0
A resistance outlier sampling algorithm for imbalanced data prediction	0
A multi-layer multi-view stacking model for credit risk assessment	0
Editorial	0
Conversational recommender based on graph sparsification and multi-hop attention	0
Machine learning application in the ex-combatant demobilization process on the Colombian armed conflict	0
HFD: Hierarchical feature decoupling for SQL generation from text	0
Filter pruning via feature map clustering	0
Editorial	0
Generate custom travel magazine layouts	0
Hierarchical features-based targeted aspect extraction from online reviews	0
SARW: Similarity-Aware Random Walk for GCN	0
Interpretable and effective hashing via Bernoulli variational auto-encoders	0
Editorial	0
Dementia prediction using novel IOTM (Internet of Things in Medical) architecture framework	0
On the profitability and errors of predicted prices from deep learning via program trading	0
A domain density peak clustering algorithm based on natural neighbor	0
MusicNeXt: Addressing category bias in fused music using musical features and genre-sensitive adjustment layer	0
RBSP-Boosting: A Shapley value-based resampling approach for imbalanced data classification	0
A novel framework to enhance the performance of training distributed deep neural networks	0
Editorial	0
Heuristics for the two-dimensional cutting stock problem with usable leftover	0
Editorial	0
Robust partial face recognition using multi-label attributes	0
A feature-aware long-short interest evolution network for sequential recommendation	0
Exploiting the implicit independence assumption for learning directed graphical models	0
I2R: Intra and inter-modal representation learning for code search	0
Ordination-based verification of feature selection in pattern evolution research	0
CMCEE: A joint learning framework for cascade decoding with multi-feature fusion and conditional enhancement for overlapping event extraction	0