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 2020-03-01 to 2024-03-01.)

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
A comparison study on nonlinear dimension reduction methods with kernel variations: Visualization, optimization and classification	7
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
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
Efficient facial expression recognition based on convolutional neural network	6
A novel algorithm for searching frequent gradual patterns from an ordered data set	6
Real-time adaptive fuzzy density clustering for multi-target data association	5
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
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
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
Content-aware data distribution over cluster nodes	3
MD-SPKM: A set pair k-modes clustering algorithm for incomplete categorical matrix data	3
A novel adaptive k-NN classifier for handling imbalance: Application to brain MRI	3
A community-based algorithm for influence maximization on dynamic social networks	3
Learning transferable and discriminative features for unsupervised domain adaptation	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
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
Human interaction recognition method based on parallel multi-feature fusion network	3
Suffix array for multi-pattern matching with variable length wildcards	3
LSEC: Large-scale spectral ensemble clustering	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
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
An advanced profile hidden Markov model for malware detection	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
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
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