OOIR: Observatory of International Research

Papers

(The TQCC of Intelligent Data Analysis is 2. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-04-01 to 2025-04-01.)

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
Conversational recommender based on graph sparsification and multi-hop attention	11
Real-time MRI lungs images revealing using Hybrid feedforward Deep Neural Network and Convolutional Neural Network	11
I2R: Intra and inter-modal representation learning for code search	10
Tree based Ensemble for Enhanced Prediction (TEEP) of epileptic seizures	9
Generate custom travel magazine layouts	8
Machine learning application in the ex-combatant demobilization process on the Colombian armed conflict	8
A fast method for discovering suitable number of clusters for fuzzy clustering	7
Filter pruning via feature map clustering	7
Ordination-based verification of feature selection in pattern evolution research	7
Bagging k-dependence Bayesian network classifiers	7
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
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
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
Editorial	5
IACN: Interactive attention capsule network for similar case matching	5
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
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
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
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
An adaptive simulated annealing and artificial fish swarm algorithm for the optimization of multi-depot express delivery vehicle routing	2
Editorial	2
Efficient modal-aware feature learning with application in multimodal hashing	2
A multi-layer multi-view stacking model for credit risk assessment	2

Efficient computation of target-oriented link criticalness centrality in uncertain graphs	2
Event-related desynchronization detection and electroencephalography motor imagery classification using vision transformer	2
Dementia prediction using novel IOTM (Internet of Things in Medical) architecture framework	2
A systematic review on recommendation systems applied to chronic diseases	2
Clustering based on adaptive local density with evidential assigning strategy	2
Inferring student social link from spatiotemporal behavior data via entropy-based analyzing model	2
Information granularity-based incremental feature selection for partially labeled hybrid data	2
Topic discovery from short reviews based on data enhancement	2
MusicNeXt: Addressing category bias in fused music using musical features and genre-sensitive adjustment layer	2
Machine learning and deep learning methods in brain tumor classification: A decade: Systematic literature review	2
Predictive modelling of hospital readmission: Evaluation of different preprocessing techniques on machine learning classifiers	2
A review on network representation learning with multi-granularity perspective	2
From undirected dependence to directed causality: A novel Bayesian learning approach	2
Prediction and analysis of chronic epilepsy using electroencephalographic signals on medical internet of things platform	2
Modeling data with observers	2
An integrative framework for brain tumor segmentation and classification using neuraclassnet	2
CBDA: Chaos-based binary dragonfly algorithm for evolutionary feature selection	2
Personalized trajectory privacy-preserving method based on sensitive attribute generalization and location perturbation	2
An attention network based on feature sequences for cross-domain sentiment classification	2
Regression trees with splitting based on changes of dependencies among covariates	2
Handling incomplete data classification using imputed feature selected bagging (IFBag) method	2
A domain density peak clustering algorithm based on natural neighbor	2
An evolutionary approach to extreme individual impact opinions based on time sunk costs	2
ADAW: Age decay accuracy weighted ensemble method for drifting data stream mining	2
ITeM: Independent temporal motifs to summarize and compare temporal networks	2
The prediction of online time series with concept drift based on dynamic intuitionistic fuzzy cognitive map	2
Learning binary codes for fast image retrieval with sparse discriminant analysis and deep autoencoders	2
Unsupervised multi-source domain adaptation for person re-identification via sample weighting	2
A hybrid approach for noise reduction-based optimal classifier using genetic algorithm: A case study in plant disease prediction	2
Cross-modality semantic guidance for multi-label image classification	2
Parallel power load abnormalities detection using fast density peak clustering with a hybrid canopy-K-means algorithm	2
A framework for classifying breast cancer via heterogenetic attention mechanism and optimized feature selection	2
Editorial	2
CMCEE: A joint learning framework for cascade decoding with multi-feature fusion and conditional enhancement for overlapping event extraction	2
Resformer: Combine quadratic linear transformation with efficient sparse Transformer for long-term series forecasting	2
Robust face recognition based on a new Kernel-PCA using RRQR factorization	2
An improved k-NN anomaly detection framework based on locality sensitive hashing for edge computing environment	2
A novel framework to enhance the performance of training distributed deep neural networks	2
Robust multi-class feature selection via l2,0-norm regularization minimization	2
Parallel double-layer prediction model construction and empirical analysis for enterprise credit assessment	2
Comparative observation of changes in natriuretic peptides before and after interventional therapy for congenital heart disease	2
Evaluation of end-to-end aspect-based sentiment analysis methods employing novel benchmark dataset for aspect, and opinion review analysis	2