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 2020-11-01 to 2024-11-01.)

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
Automatic image detection of multi-type surface defects on wind turbine blades based on cascade deep learning network	14
C_CART: An instance confidence-based decision tree algorithm for classification	14
An improved OPTICS clustering algorithm for discovering clusters with uneven densities	12
An adaptive simulated annealing and artificial fish swarm algorithm for the optimization of multi-depot express delivery vehicle routing	11
Quadratic hyper-surface kernel-free least squares support vector regression	11
RGCF: Refined graph convolution collaborative filtering with concise and expressive embedding	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
Multi-task prediction model based on ConvLSTM and encoder-decoder	8
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
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
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
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
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
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
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
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
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
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
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
The prediction of online time series with concept drift based on dynamic intuitionistic fuzzy cognitive map	2
Inferring student social link from spatiotemporal behavior data via entropy-based analyzing model	2
Ensemble machine learning methods for spatio-temporal data analysis of plant and ratoon sugarcane	2
Optimization of SMOTE for imbalanced data based on AdaRBFNN and hybrid metaheuristics	2
Multi-view hybrid recommendation model based on deep learning	2
Reinforcement learning based metric filtering for evolutionary distance metric learning	2
An efficient intrusion detection method using federated transfer learning and support vector machine with privacy-preserving	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
Efficient computation of target-oriented link criticalness centrality in uncertain graphs	2
Dynamic gaussian deep belief network design and stock market application	2
Predictive modelling of hospital readmission: Evaluation of different preprocessing techniques on machine learning classifiers	2
Addressing model uncertainty in probabilistic forecasting using Monte Carlo dropout	2
Personalized trajectory privacy-preserving method based on sensitive attribute generalization and location perturbation	2
HELD: Hierarchical entity-label disambiguation in named entity recognition task using deep learning	2
Methods for detecting and correcting contextual data quality problems	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
ITeM: Independent temporal motifs to summarize and compare temporal networks	2
Microbloggers’ interest inference using a subgraph stream	2
Predicting traffic crash severity using hybrid of balanced bagging classification and light gradient boosting machine	2
An attention network based on feature sequences for cross-domain sentiment classification	2
A new Chinese text clustering algorithm based on WRD and improved K-means	2
Forecasting emergency department admissions	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