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exaly
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Department of Computer Science
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top-articles
Department of Computer Science
201
(top 1%)
papers
5.1K
(top 1%)
citations
36
(top 1%)
h
-index
65
(top 1%)
g
-index
270
all documents
5.7K
doc citations
1.4K
citing journals
Top Articles
#
Title
Journal
Year
Citations
1
A review of feature selection methods on synthetic data
Knowledge and Information Systems
2013
563
2
A review of feature selection methods in medical applications
Computers in Biology and Medicine
2019
393
3
Recent advances and emerging challenges of feature selection in the context of big data
Knowledge-Based Systems
2015
219
4
Filter Methods for Feature Selection – A Comparative Study
2007
169
5
Automatic bearing fault diagnosis based on one-class ν-SVM
Computers and Industrial Engineering
2013
142
6
A survey of methods for distributed machine learning
Progress in Artificial Intelligence
2013
137
7
M3DISEEN: A novel machine learning approach for predicting the 3D printability of medicines
International Journal of Pharmaceutics
2020
131
8
Fast-mRMR: Fast Minimum Redundancy Maximum Relevance Algorithm for High-Dimensional Big Data
International Journal of Intelligent Systems
2017
125
9
Usability: A Critical Analysis and a Taxonomy
International Journal of Human-Computer Interaction
2009
107
10
Computer-Based Image Analysis for Plus Disease Diagnosis in Retinopathy of Prematurity: Performance of the “i-ROP” System and Image Features Associated With Expert Diagnosis
Translational Vision Science and Technology
2015
105
11
Data discretization: taxonomy and big data challenge
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery
2016
105
12
An intelligent system for forest fire risk prediction and fire fighting management in Galicia
Expert Systems With Applications
2003
99
13
Expert Diagnosis of Plus Disease in Retinopathy of Prematurity From Computer-Based Image Analysis
JAMA Ophthalmology
2016
95
14
Personal authentication using digital retinal images
Pattern Analysis and Applications
2006
93
15
Machine learning predicts 3D printing performance of over 900 drug delivery systems
Journal of Controlled Release
2021
89
16
A new method for sleep apnea classification using wavelets and feedforward neural networks
Artificial Intelligence in Medicine
2005
75
17
On developing an automatic threshold applied to feature selection ensembles
Information Fusion
2019
73
18
Genetic approaches for topological active nets optimization
Pattern Recognition
2009
72
19
Retinal Verification Using a Feature Points-Based Biometric Pattern
Eurasip Journal on Advances in Signal Processing
2009
67
20
Improving retinal artery and vein classification by means of a minimal path approach
Machine Vision and Applications
2013
67
21
Feature selection in image analysis: a survey
Artificial Intelligence Review
2020
67
22
Automatic detection and characterisation of retinal vessel tree bifurcations and crossovers in eye fundus images
Computer Methods and Programs in Biomedicine
2011
64
23
A convolutional approach to quality monitoring for laser manufacturing
Journal of Intelligent Manufacturing
2020
58
24
A Global Optimum Approach for One-Layer Neural Networks
Neural Computation
2002
56
25
A review of adaptive online learning for artificial neural networks
Artificial Intelligence Review
2018
56
26
Fuzzy reasoning used to detect apneic events in the sleep apnea-hypopnea syndrome
Expert Systems With Applications
2009
55
27
Hessian based approaches for 3D lung nodule segmentation
Expert Systems With Applications
2016
54
28
Prediction of high anti-angiogenic activity peptides in silico using a generalized linear model and feature selection
Scientific Reports
2018
53
29
Automatic segmentation of the foveal avascular zone in ophthalmological OCT-A images
PLoS ONE
2019
53
30
Intelligent analysis and pattern recognition in cardiotocographic signals using a tightly coupled hybrid system
Artificial Intelligence
2002
51
31
A review of 28 free animal-tracking software applications: current features and limitations
Lab Animal
2021
50
32
Personal verification based on extraction and characterisation of retinal feature points
Journal of Visual Languages and Computing
2009
49
33
Artificial Neural Networks and Deep Learning in the Visual Arts: a review
Neural Computing and Applications
2021
49
34
Testing Different Ensemble Configurations for Feature Selection
Neural Processing Letters
2017
47
35
Intelligent diagnosis of sleep apnea syndrome
IEEE Engineering in Medicine and Biology Magazine
2004
42
36
Big-Data Analysis, Cluster Analysis, and Machine-Learning Approaches
Advances in Experimental Medicine and Biology
2018
41
37
Fast retinal vessel tree extraction: A pixel parallel approach
International Journal of Circuit Theory and Applications
2008
40
38
A method for the automatic analysis of the sleep macrostructure in continuum
Expert Systems With Applications
2013
37
39
Automated classification of protein crystallization images using support vector machines with scale-invariant texture and Gabor features
Acta Crystallographica Section D: Biological Crystallography
2006
36
40
Dealing with inter-expert variability in retinopathy of prematurity: A machine learning approach
Computer Methods and Programs in Biomedicine
2015
36
41
A comparison of performance of K-complex classification methods using feature selection
Information Sciences
2016
35
42
Intraretinal fluid identification via enhanced maps using optical coherence tomography images
Biomedical Optics Express
2018
35
43
Multi-armed bandits for adjudicating documents in pooling-based evaluation of information retrieval systems
Information Processing and Management
2017
34
44
A robust incremental learning method for non-stationary environments
Neurocomputing
2011
33
45
Performance evaluation of unsupervised techniques in cyber-attack anomaly detection
Journal of Ambient Intelligence and Humanized Computing
2020
32
46
Computer-Assisted Diagnosis of the Sleep Apnea-Hypopnea Syndrome: A Review
Sleep Disorders
2015
30
47
A systematic approach to API usability: Taxonomy-derived criteria and a case study
Information and Software Technology
2018
30
48
Multimodal registration of retinal images using domain-specific landmarks and vessel enhancement
Procedia Computer Science
2018
30
49
Relevance-based language modelling for recommender systems
Information Processing and Management
2013
29
50
The NST-EXPERT project: the need to evolve
Artificial Intelligence in Medicine
1995
28
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