Department of Computer Science

201(top 1%)

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citing journals

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#	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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