Intelligent Data Analysis

Article	Citations
Sentiment analysis: A machine learning utilisation for analyzing the sentiments of facebook and twitter posts	27
Interpretable deep classification of time series based on class discriminative prototype learning	16
Editorial	14
Livernet based segmentation of lesions from computed tomography scan for liver tumor detection	13
Real-time MRI lungs images revealing using Hybrid feedforward Deep Neural Network and Convolutional Neural Network	11
Conversational recommender based on graph sparsification and multi-hop attention	11
I2R: Intra and inter-modal representation learning for code search	10
Tree based Ensemble for Enhanced Prediction (TEEP) of epileptic seizures	9
Machine learning application in the ex-combatant demobilization process on the Colombian armed conflict	8
Generate custom travel magazine layouts	8
Ordination-based verification of feature selection in pattern evolution research	7
Bagging k-dependence Bayesian network classifiers	7
A fast method for discovering suitable number of clusters for fuzzy clustering	7
Filter pruning via feature map clustering	7
Multi-view hybrid recommendation model based on deep learning	6
W-MMP2Vec: Topic-driven network embedding model for link prediction in content-based heterogeneous information network	6
Forecasting emergency department admissions	6
A fast and distributed C4.5 algorithm for urban big data	6
Robust partial face recognition using multi-label attributes	6
Combining pattern-based CRFs and weighted context-free grammars	6
Finding reinforced structural hole spanners in social networks via node embedding	6
An improved YOLOv3 model for detecting location information of ovarian cancer from CT images	6
Wide & deep generative adversarial networks for recommendation system	6
Editorial	5
IACN: Interactive attention capsule network for similar case matching	5

Multidimensional indexing technique for medical images retrieval	5
Editorial	5
Trajectory personalization privacy preservation method based on multi-sensitivity attribute generalization and local suppression	5
Intelligent data integration from heterogeneous relational databases containing incomplete and uncertain information	5
An efficient intrusion detection method using federated transfer learning and support vector machine with privacy-preserving	4
SARW: Similarity-Aware Random Walk for GCN	4
Effectiveness of ELMo embeddings, and semantic models in predicting review helpfulness	4
Credit scoring based on a Bagging-cascading boosted decision tree	4
Heterogeneous information fusion based graph collaborative filtering recommendation	4
Privacy preserving defect prediction using generalization and entropy-based data reduction	4
A resistance outlier sampling algorithm for imbalanced data prediction	4
A feature-aware long-short interest evolution network for sequential recommendation	4
Knowledge graph embedding in a uniform space	4
Editorial	4
Secured finance handling for supply chain integrated business intelligence using blockchain application scenarios	4
Mining multiplex interaction relationships from usage records in social networks	4
RBSP-Boosting: A Shapley value-based resampling approach for imbalanced data classification	4
Editorial	4
Methods for detecting and correcting contextual data quality problems	4
TSPS: A Topic based Shortest Path Set algorithm for influence maximization	4
Sampleformer: An efficient conformer-based Neural Network for Automatic Speech Recognition	3
A Relief-PGS algorithm for feature selection and data classification	3
Exploiting the implicit independence assumption for learning directed graphical models	3
TLSTSRec: Time-aware long short-term attention neural network for sequential recommendation	3
HFD: Hierarchical feature decoupling for SQL generation from text	3
ORBoost: An Orthogonal AdaBoost	3
Machine learning based car accident risk prediction for usage-based insurance	3
Two stages data mining analytics for food intentional and behavioral recommendations	3
Products ranking through two-stage online customer reviews information	3
Detection of multi-size peach in orchard using RGB-D camera combined with an improved DEtection Transformer model	3
Evaluating semantic representations for extended association rules	3
Identifying longevity profiles from longitudinal data through factor analysis and biclustering	3
Unsupervised feature extraction from multivariate time series for outlier detection	3
ViSSR: A visual analytics system for student high-order social relationships at campus	3
Editorial	3
TextureMask: A merged architecture for low-resolution instance segmentation	3
cd-MBRec: Enhancing multi-behavior recommendation by explicitly modeling commonality and diversity	3
Attribute interaction aware matrix factorization method for recommendation	3
Learning traffic as videos: A spatio-temporal VAE approach to periodic traffic raster data imputation	3
A dual-ways feature fusion mechanism enhancing active learning based on TextCNN	3
Differential evolution algorithm-based multiple-factor optimization methods for data assimilation	3
A deep learning-based neural style transfer optimization approach	3
Stable top-k periodic high-utility patterns mining over multi-sequence	3
Heuristics for the two-dimensional cutting stock problem with usable leftover	3
Stacked collaborative transformer network with contrastive learning for video moment localization	3
Forecast combination with multivariate grey prediction for tourism demand forecasting	3
Clustering based on adaptive local density with evidential assigning strategy	2
Learning binary codes for fast image retrieval with sparse discriminant analysis and deep autoencoders	2
Inferring student social link from spatiotemporal behavior data via entropy-based analyzing model	2
Topic discovery from short reviews based on data enhancement	2

Machine learning and deep learning methods in brain tumor classification: A decade: Systematic literature review	2
A review on network representation learning with multi-granularity perspective	2
A framework for classifying breast cancer via heterogenetic attention mechanism and optimized feature selection	2
From undirected dependence to directed causality: A novel Bayesian learning approach	2
CMCEE: A joint learning framework for cascade decoding with multi-feature fusion and conditional enhancement for overlapping event extraction	2
Prediction and analysis of chronic epilepsy using electroencephalographic signals on medical internet of things platform	2
An improved k-NN anomaly detection framework based on locality sensitive hashing for edge computing environment	2
Modeling data with observers	2
Robust multi-class feature selection via l2,0-norm regularization minimization	2
CBDA: Chaos-based binary dragonfly algorithm for evolutionary feature selection	2
An attention network based on feature sequences for cross-domain sentiment classification	2
Comparative observation of changes in natriuretic peptides before and after interventional therapy for congenital heart disease	2
Handling incomplete data classification using imputed feature selected bagging (IFBag) method	2
Evaluation of end-to-end aspect-based sentiment analysis methods employing novel benchmark dataset for aspect, and opinion review analysis	2
A domain density peak clustering algorithm based on natural neighbor	2
ADAW: Age decay accuracy weighted ensemble method for drifting data stream mining	2
The prediction of online time series with concept drift based on dynamic intuitionistic fuzzy cognitive map	2
Unsupervised multi-source domain adaptation for person re-identification via sample weighting	2
Event-related desynchronization detection and electroencephalography motor imagery classification using vision transformer	2
A hybrid approach for noise reduction-based optimal classifier using genetic algorithm: A case study in plant disease prediction	2
A systematic review on recommendation systems applied to chronic diseases	2
Cross-modality semantic guidance for multi-label image classification	2
Information granularity-based incremental feature selection for partially labeled hybrid data	2
Parallel power load abnormalities detection using fast density peak clustering with a hybrid canopy-K-means algorithm	2
MusicNeXt: Addressing category bias in fused music using musical features and genre-sensitive adjustment layer	2
Editorial	2
Resformer: Combine quadratic linear transformation with efficient sparse Transformer for long-term series forecasting	2
Predictive modelling of hospital readmission: Evaluation of different preprocessing techniques on machine learning classifiers	2
Robust face recognition based on a new Kernel-PCA using RRQR factorization	2
A novel framework to enhance the performance of training distributed deep neural networks	2
Parallel double-layer prediction model construction and empirical analysis for enterprise credit assessment	2
An adaptive simulated annealing and artificial fish swarm algorithm for the optimization of multi-depot express delivery vehicle routing	2
An integrative framework for brain tumor segmentation and classification using neuraclassnet	2
Editorial	2
Personalized trajectory privacy-preserving method based on sensitive attribute generalization and location perturbation	2
Efficient modal-aware feature learning with application in multimodal hashing	2
Regression trees with splitting based on changes of dependencies among covariates	2
A multi-layer multi-view stacking model for credit risk assessment	2
An evolutionary approach to extreme individual impact opinions based on time sunk costs	2
Efficient computation of target-oriented link criticalness centrality in uncertain graphs	2
Dementia prediction using novel IOTM (Internet of Things in Medical) architecture framework	2
ITeM: Independent temporal motifs to summarize and compare temporal networks	2
Lightweight unmanned aerial vehicle object detection algorithm based on improved YOLOv8	1
DDREL: From drug-drug relationships to drug repurposing	1
A novel deep learning framework for the identification of tortuous vessels in plus diseased infant retinal images	1
Diagnosis of liver disease by computer- assisted imaging techniques: A literature review	1
Optimization of solar and wind power plants production through a parallel fusion approach with modified hybrid machine and deep learning models	1
Knowledge graph embedding with entity attributes using hypergraph neural networks	1
Bone feature quantization and systematized attention gate UNet-based deep learning framework for bone fracture classification	1
Modeling the combined influence of complexity and quality in supervised learning	1
Editorial	1
Multi-granularity user interest modeling and interest drift detection	1
Temporal attention-aware evidential recurrent network for trustworthy prediction of Alzheimer’s disease progression	1
Graph structure learning based on feature and label consistency	1
C_CART: An instance confidence-based decision tree algorithm for classification	1
Analytical learning classifier based on predefined evenly-distributed class centroids	1
Digital image processing for evaluating the impact of designated nanoparticles in biomedical applications	1
Learning bayesian multinets from labeled and unlabeled data for knowledge representation	1
FairAW – Additive weighting without discrimination	1
Mining skyline frequent-utility patterns from big data environment based on MapReduce framework	1
Two-dimensional dynamic time warping algorithm for matrices similarity	1
Low-rank multi-view subspace clustering via adaptive weight	1
Editorial	1
Machine learning based software effort estimation using development-centric features for crowdsourcing platform	1
Editorial	1
Dual-prompt complementary fusion network for RGBT tracking	1
Lightweight blockchain approach to reduce double-spend and 51% attacks on Proof-of-Work	1
Federated ensemble learning on long-tailed data with prototypes	1
Biogc: A novel framework for biological network classification via machine learning	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
Mining spatial high-average utility co-location patterns from spatial data sets	1
Stock market network based on bi-dimensional histogram and autoencoder	1
Feature-based multi-criteria recommendation system using a weighted approach with ranking correlation	1
Manifold regularization ensemble clustering with many objectives using unsupervised extreme learning machines	1
A bitemporal RDF index based on skip list	1
ATIN: Attention-embedded time-aware imputation networks for production data anomaly detection	1
A discrete equilibrium optimization algorithm for breast cancer diagnosis	1
A new perceptual evaluation method of video quality based on neural network	1
Editorial	1

A lightweight method of pose estimation for indoor object	1
MEGA: Predicting the best classifier combination using meta-learning and a genetic algorithm	1
Adaptive fuzzy C-means clustering integrated with local outlier factor	1
Incorporating emoji sentiment information into a pre-trained language model for Chinese and English sentiment analysis	1
Predicting remaining execution time of business process instances via auto-encoded transition system	1
Improving process discovery by filtering noises based on event dependency	1
Missing data imputation using correlation coefficient and min-max normalization weighting	1
Secureimagesec: A privacy-preserving framework for outsourced picture representation with content-based image retrieval	1
Data-driven predictive maintenance framework for railway systems	1
Research on weight initialization of CNN student models based on knowledge distillation	1
MeFiNet: Modeling multi-semantic convolution-based feature interactions for CTR prediction	1
Graph guided local structure propagation for tensorial multi-view subspace clustering	1
Active learning for ordinal classification on incomplete data	1
Test scheduling of network-on-chip using hybrid WOA-GWO algorithm	1
Floating-point histograms for exploratory analysis of large scale real-world data sets	1
A novel density-based outlier detection method using key attributes	1
Efficient n-gram construction for text categorization using feature selection techniques	1
Virtual samples based robust block-diagonal dictionary learning for face recognition	1
Generate qualified adversarial attacks and foster enhanced models based on generative adversarial networks	1
Graph convolutional networks-based robustness optimization for scale-free Internet of Things	1
GT-CHES: Graph transformation for classification in human evolutionary systems	1
IMLBoost for intelligent diagnosis with imbalanced medical records	1
A multi-domain adaptive neural machine translation method based on domain data balancer	1
Retracing-efficient IoT model for identifying the skin-related tags using automatic lumen detection	1
Sentiment classification based on weak tagging information and imbalanced data	1
Label noise detection under the noise at random model with ensemble filters	1
Combining decomposition and graph capsule network for multi-objective vehicle routing optimization	1
Editorial	1
Alleviating the independence assumptions of averaged one-dependence estimators by model weighting	1
Trajectory outlier detection method based on group division	1
Emotional privacy-preserving of speech based on generative adversarial networks	0
Editorial	0
Multi-path neural network based on mp-MRI for predicting muscle-invasive bladder cancer	0
Detecting a multigranularity event in an unequal interval time series based on self-adaptive segmenting	0
Machine learning based software effort estimation using development-centric features for crowdsourcing platform	0
A multiple hierarchical clustering ensemble algorithm to recognize clusters arbitrarily shaped	0
Multiple independent losses scheduling: A simple training method for deep neural networks	0
Safe co-training for semi-supervised regression	0
Remote sensing image classification method based on improved ShuffleNet convolutional neural network	0
Time-series data dynamic density clustering	0
A novel dual-granularity lightweight transformer for vision tasks	0
Cross-modal variable-length hashing based on hierarchy	0
Feature evolvable learning with image streams	0
LAMB: A novel algorithm of label collaboration based multi-label learning	0
Erratum	0
A strategy to estimate the optimal low-rank in incremental SVD-based algorithms for recommender systems	0
Multi-scale hierarchical model for long-term time series forecasting	0
Improvements of bat algorithm for optimal feature selection: A systematic literature review	0
Temporal motif-based attentional graph convolutional network for dynamic link prediction	0
MD-SPKM: A set pair k-modes clustering algorithm for incomplete categorical matrix data	0
Data management scheme for building internet of things based on blockchain sharding	0
Editorial	0
Collusive anomalies detection based on collaborative markov random field	0
TSDNet: A two-stage decomposition-based hybrid deep neural network for long-term time series forecasting	0
Modeling multi-attribute and implicit relationship factors with self-supervised learning for recommender systems	0
Improved performance on melanoma skin cancer classification using deep learning based ensemble technique	0
Editorial	0
SUWAN: A supervised clustering algorithm with attributed networks	0
Multi-aspect multilingual and cross-lingual parliamentary speech analysis	0
A directed link prediction method using graph convolutional network based on social ranking theory	0
A Responsible AI approach for designing resilient classifier to handle incomplete data	0
Social and economic development impact of elderly health care products based on design ethics	0
An approach for unsupervised contextual anomaly detection and characterization	0
Spatial-temporal trajectory anomaly detection based on an improved spectral clustering algorithm	0
Contextual emotion detection on text using gaussian process and tree based classifiers	0
Influence maximization based on network representation learning in social network	0
Augmenting data with generative adversarial networks: An overview	0
Multi-instance positive and unlabeled learning with bi-level embedding	0
Heterogeneous graph community detection method based on K-nearest neighbor graph neural network	0
Using eigenvalues of distance matrices for outlier detection	0
The role of consultative leadership on administrative development	0
Keyphrase extraction using deep and wide learning features	0
Content-aware data distribution over cluster nodes	0
Development of a data generator for multivariate numerical data with arbitrary correlations and distributions	0
HELD: Hierarchical entity-label disambiguation in named entity recognition task using deep learning	0
Multi-task intent recommendation based on dynamic and static intent integration and disentanglement	0
Small object detection based on attention mechanism and enhanced network	0
Predicting traffic crash severity using hybrid of balanced bagging classification and light gradient boosting machine	0
Editorial	0
Unsupervised latent event representation learning and storyline extraction from news articles based on neural networks	0
Two-layer dynamic graph convolutional recurrent neural network for traffic flow prediction	0
Attention mechanism based LSTM in classification of stressed speech under workload	0
Explainable paper classification system using topic modeling and SHAP	0
RegRL-KG: Learning an L1 regularized reinforcement agent for keyphrase generation	0
Efficiently mining maximal l-reachability co-location patterns from spatial data sets	0
Quantitative predicting propagation breadth and depth of microblog users’ forwarding behavior	0
A feature-level mask self-supervised assisted learning approach based on transformer for remaining useful life prediction	0
Oversampling method based on GAN for tabular binary classification problems	0
Multimodal fake news detection model using improved heuristic approach with optimal weighted integration and dilated adaptive deep learning	0
Dynamic gaussian deep belief network design and stock market application	0
An integrated model based on feedforward neural network and Taylor expansion for indicator correlation elimination	0
Active ordinal classification by querying relative information	0
Note-level singing melody transcription with transformers	0
Exploiting scatter matrix on one-class support vector machine based on low variance direction	0
DAMGNN: Deep adaptive multi-channel graph neural networks	0