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1

Using Bayesian networks to discover relationships between bibliometric indices. A case study of computer science and artificial intelligence journals

Alfonso Ibáñez, Pedro Larrañaga, Concha Bielza

Journal:

Year:

2011

Language:

english

File:

PDF, 2.10 MB

english, 2011

2

New insights into the classification and nomenclature of cortical GABAergic interneurons

DeFelipe, Javier, López-Cruz, Pedro L., Benavides-Piccione, Ruth, Bielza, Concha, Larrañaga, Pedro, Anderson, Stewart, Burkhalter, Andreas, Cauli, Bruno, Fairén, Alfonso, Feldmeyer, Dirk, Fishell, Gor

Journal:

Nature Reviews Neuroscience

Year:

2013

Language:

english

File:

PDF, 1.73 MB

english, 2013

3

A survey on multi-output regression

Borchani, Hanen, Varando, Gherardo, Bielza, Concha, Larrañaga, Pedro

Journal:

Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery

Year:

2015

Language:

english

File:

PDF, 696 KB

english, 2015

4

Decision Analysis by Augmented Probability Simulation

Concha Bielza, Peter Müller and David Ríos Insua

Journal:

Management Science

Year:

1999

Language:

english

File:

PDF, 2.48 MB

english, 1999

5

A Comparison of Graphical Techniques for Asymmetric Decision Problems

Concha Bielza and Prakash P. Shenoy

Journal:

Management Science

Year:

1999

Language:

english

File:

PDF, 2.88 MB

english, 1999

6

A Comparison of Graphical Techniques for Asymmetric Decision Problems

Bielza, Concha, Shenoy, Prakash P.

Journal:

Management Science

Year:

1999

Language:

english

File:

PDF, 390 KB

english, 1999

7

Discrete Bayesian Network Classifiers

Bielza, Concha, Larrañaga, Pedro

Journal:

ACM Computing Surveys

Year:

2014

Language:

english

File:

PDF, 1.08 MB

english, 2014

8

Sparse Cholesky Covariance Parametrization for Recovering Latent Structure in Ordered Data

Cordoba, Irene, Bielza, Concha, Larranaga, Pedro, Varando, Gherardo

Journal:

Year:

2020

File:

PDF, 13.07 MB

2020

9

A review of estimation of distribution algorithms in bioinformatics

Rubén Armañanzas, Iñaki Inza, Roberto Santana, Yvan Saeys, Jose Luis Flores, Jose Antonio Lozano, Van de Yves Peer, Rosa Blanco, Víctor Robles, Concha Bielza, Pedro Larrañaga

Journal:

Year:

2008

Language:

english

File:

PDF, 457 KB

english, 2008

10

A review on probabilistic graphical models in evolutionary computation

Pedro Larrañaga, Hossein Karshenas, Concha Bielza, Roberto Santana

Journal:

Journal of Heuristics

Year:

2012

Language:

english

File:

PDF, 1.13 MB

english, 2012

11

Data-Driven Computational Neuroscience (Machine Learning and Statistical Models) || Probability Theory and Random Variables

Bielza, Concha, LarraÃ±aga, Pedro

Year:

2020

File:

PDF, 3.42 MB

2020

12

Sparse regularized local regression

Vidaurre, Diego, Bielza, Concha, Larrañaga, Pedro

Journal:

Computational Statistics & Data Analysis

Year:

2013

Language:

english

File:

PDF, 531 KB

english, 2013

13

Unveiling relevant non-motor Parkinson's disease severity symptoms using a machine learning approach

Armañanzas, Rubén, Bielza, Concha, Chaudhuri, Kallol Ray, Martinez-Martin, Pablo, Larrañaga, Pedro

Journal:

Artificial Intelligence in Medicine

Year:

2013

Language:

english

File:

PDF, 650 KB

english, 2013

14

Relationship among research collaboration, number of documents and number of citations: a case study in Spanish computer science production in 2000–2009

IbÃ¡Ã±ez, Alfonso, Bielza, Concha, LarraÃ±aga, Pedro

Journal:

Year:

2013

Language:

english

File:

PDF, 623 KB

english, 2013

15

Clustering of Data Streams with Dynamic Gaussian Mixture Models. An IoT Application in Industrial Processes

Diaz-Rozo, Javier, Bielza, Concha, Larranaga, Pedro

Journal:

IEEE Internet of Things Journal

Year:

2018

Language:

english

File:

PDF, 1.49 MB

english, 2018

16

Data-Driven Computational Neuroscience (Machine Learning and Statistical Models) || Probabilistic Graphical Models

Bielza, Concha, LarraÃ±aga, Pedro

Year:

2020

File:

PDF, 28 KB

2020

17

Interval-based ranking in noisy evolutionary multi-objective optimization

Karshenas, Hossein, Bielza, Concha, Larrañaga, Pedro

Journal:

Computational Optimization and Applications

Year:

2015

Language:

english

File:

PDF, 525 KB

english, 2015

18

Regularized logistic regression without a penalty term: An application to cancer classification with microarray data

Concha Bielza, Víctor Robles, Pedro Larrañaga

Journal:

Expert Systems with Applications

Year:

2011

Language:

english

File:

PDF, 7.93 MB

english, 2011

19

Classifying GABAergic interneurons with semi-supervised projected model-based clustering

Mihaljević, Bojan, Benavides-Piccione, Ruth, Guerra, Luis, DeFelipe, Javier, Larrañaga, Pedro, Bielza, Concha

Journal:

Artificial Intelligence in Medicine

Year:

2015

Language:

english

File:

PDF, 1.65 MB

english, 2015

20

Guest Editors introduction: special issue of the ECMLPKDD 2015 journal track

Bielza, Concha, Gama, João, Jorge, Alípio, Žliobaitė, Indrė

Journal:

Machine Learning

Year:

2015

Language:

english

File:

PDF, 731 KB

english, 2015

21

Genetic algorithms and Gaussian Bayesian networks to uncover the predictive core set of bibliometric indices

Ibáñez, Alfonso, Armañanzas, Rubén, Bielza, Concha, Larrañaga, Pedro

Journal:

Journal of the Association for Information Science and Technology

Year:

2016

Language:

english

File:

PDF, 181 KB

english, 2016

22

Decision Analysis by Augmented Probability Simulation

Bielza, Concha, Müller, Peter, Insua, David Ríos

Journal:

Management Science

Year:

1999

Language:

english

File:

PDF, 1.22 MB

english, 1999

23

Multiobjective Estimation of Distribution Algorithm Based on Joint Modeling of Objectives and Variables

Karshenas, Hossein, Santana, Roberto, Bielza, Concha, Larranaga, Pedro

Journal:

IEEE Transactions on Evolutionary Computation

Year:

2014

Language:

english

File:

PDF, 1021 KB

english, 2014

24

Bayesian Sparse Partial Least Squares

Vidaurre, Diego, van Gerven, Marcel A. J., Bielza, Concha, Larrañaga, Pedro, Heskes, Tom

Journal:

Neural Computation

Year:

2013

Language:

english

File:

PDF, 657 KB

english, 2013

25

Tractability of most probable explanations in multidimensional Bayesian network classifiers

Benjumeda, Marco, Bielza, Concha, Larrañaga, Pedro

Journal:

International Journal of Approximate Reasoning

Year:

2018

Language:

english

File:

PDF, 659 KB

english, 2018

26

A review of representation issues and modeling challenges with influence diagrams

Concha Bielza, Manuel Gómez, Prakash P. Shenoy

Journal:

Year:

2011

Language:

english

File:

PDF, 580 KB

english, 2011

27

AN L 1 -REGULARIZED NAÏVE BAYES-INSPIRED CLASSIFIER FOR DISCARDING REDUNDANT AND IRRELEVANT PREDICTORS

VIDAURRE, DIEGO, BIELZA, CONCHA, LARRAÑAGA, PEDRO

Journal:

International Journal of Artificial Intelligence Tools

Year:

2013

Language:

english

File:

PDF, 299 KB

english, 2013

28

Mining multi-dimensional concept-drifting data streams using Bayesian network classifiers

Borchani, Hanen, Larrañaga, Pedro, Gama, João, Bielza, Concha

Journal:

Intelligent Data Analysis

Year:

2016

Language:

english

File:

PDF, 602 KB

english, 2016

29

Approximating nondominated sets in continuous multiobjective optimization problems

Jacinto Martín, Concha Bielza, David Ríos Insua

Journal:

Naval Research Logistics (NRL)

Year:

2005

Language:

english

File:

PDF, 156 KB

english, 2005

30

[Lecture Notes in Computer Science] Advances in Artificial Intelligence Volume 8109 || A SIR e-Epidemic Model for Computer Worms Based on Cellular Automata

Bielza, Concha, Salmerón, Antonio, Alonso-Betanzos, Amparo, Hidalgo, J. Ignacio, Martínez, Luis, Troncoso, Alicia, Corchado, Emilio, Corchado, Juan M.

Year:

2013

Language:

english

File:

PDF, 216 KB

english, 2013

31

COMPROMISE-BASED APPROACH TO ROAD PROJECT SELECTION IN MADRID METROPOLITAN AREA

Anton, Jose Manuel, Bielza, Concha

Journal:

Journal of the Operations Research Society of Japan

Year:

2003

Language:

english

File:

PDF, 2.01 MB

english, 2003

32

Regularized continuous estimation of distribution algorithms

Karshenas, Hossein, Santana, Roberto, Bielza, Concha, Larrañaga, Pedro

Journal:

Applied Soft Computing

Year:

2013

Language:

english

File:

PDF, 1.31 MB

english, 2013

33

PREDICTING THE EQ-5D FROM THE PARKINSON'S DISEASE QUESTIONNAIRE PDQ-8 USING MULTI-DIMENSIONAL BAYESIAN NETWORK CLASSIFIERS

Borchani, Hanen, Bielza, Concha, Martinez-Martin, Pablo, Larrañaga, Pedro

Journal:

Biomedical Engineering Applications Basis and Communications

Year:

2014

Language:

english

File:

PDF, 238 KB

english, 2014

34

[IEEE 2010 IEEE Congress on Evolutionary Computation (CEC) - Barcelona, Spain (2010.07.18-2010.07.23)] IEEE Congress on Evolutionary Computation - Bivariate empirical and n-variate Archimedean copulas in estimation of distribution algorithms

Cuesta-Infante, Alfredo, Santana, Roberto, Hidalgo, J. Ignacio, Bielza, Concha, Larranaga, Pedro

Year:

2010

Language:

english

File:

PDF, 841 KB

english, 2010

35

[IEEE 2013 IEEE 26th International Symposium on Computer-Based Medical Systems (CBMS) - Porto, Portugal (2013.06.20-2013.06.22)] Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems - Bayesian networks to answer challenging neuroscience questions

Larranaga, Pedro, Bielza, Concha

Year:

2013

File:

PDF, 82 KB

2013

36

Machine Learning-based CPS for Clustering High throughput Machining Cycle Conditions

Diaz-Rozo, Javier, Bielza, Concha, Larrañaga, Pedro

Journal:

Procedia Manufacturing

Year:

2017

Language:

english

File:

PDF, 1.29 MB

english, 2017

37

Cost-sensitive selective naive Bayes classifiers for predicting the increase of the h-index for scientific journals

Ibáñez, Alfonso, Bielza, Concha, Larrañaga, Pedro

Journal:

Year:

2014

Language:

english

File:

PDF, 427 KB

english, 2014

38

Multi-label classification with Bayesian network-based chain classifiers

Enrique Sucar, L., Bielza, Concha, Morales, Eduardo F., Hernandez-Leal, Pablo, Zaragoza, Julio H., Larrañaga, Pedro

Journal:

Pattern Recognition Letters

Year:

2014

Language:

english

File:

PDF, 539 KB

english, 2014

39

Comparing supervised learning methods for classifying sex, age, context and individual Mudi dogs from barking

Larrañaga, Ana, Bielza, Concha, Pongrácz, Péter, Faragó, Tamás, Bálint, Anna, Larrañaga, Pedro

Journal:

Animal Cognition

Year:

2015

Language:

english

File:

PDF, 1.22 MB

english, 2015

40

[ACM Press the 13th annual conference - Dublin, Ireland (2011.07.12-2011.07.16)] Proceedings of the 13th annual conference on Genetic and evolutionary computation - GECCO '11 - Regularized k-order markov models in EDAs

Santana, Roberto, Karshenas, Hossein, Bielza, Concha, Larrañaga, Pedro

Year:

2011

Language:

english

File:

PDF, 592 KB

english, 2011

41

Dendritic and Axonal Wiring Optimization of Cortical GABAergic Interneurons

Anton-Sanchez, Laura, Bielza, Concha, Benavides-Piccione, Ruth, DeFelipe, Javier, Larrañaga, Pedro

Journal:

Neuroinformatics

Year:

2016

Language:

english

File:

PDF, 1.68 MB

english, 2016

42

MultiMap: A Tool to Automatically Extract and Analyse Spatial Microscopic Data From Large Stacks of Confocal Microscopy Images

Varando, Gherardo, Benavides-Piccione, Ruth, Muñoz, Alberto, Kastanauskaite, Asta, Bielza, Concha, Larrañaga, Pedro, DeFelipe, Javier

Journal:

Frontiers in Neuroanatomy

Year:

2018

Language:

english

File:

PDF, 3.52 MB

english, 2018

43

Data-Driven Computational Neuroscience (Machine Learning and Statistical Models) || Statistics

Bielza, Concha, LarraÃ±aga, Pedro

Year:

2020

File:

PDF, 29 KB

2020

44

Publisher Correction: A community-based transcriptomics classification and nomenclature of neocortical cell types

Yuste, Rafael, Hawrylycz, Michael, Aalling, Nadia, Aguilar-Valles, Argel, Arendt, Detlev, Arnedillo, Ruben Armananzas, Ascoli, Giorgio A., Bielza, Concha, Bokharaie, Vahid, Bergmann, Tobias Borgtoft,

Journal:

Nature Neuroscience

Year:

2020

File:

PDF, 747 KB

2020

45

Branching angles of pyramidal cell dendrites follow common geometrical design principles in different cortical areas

Bielza, Concha, Benavides-Piccione, Ruth, López-Cruz, Pedro, Larrañaga, Pedro, DeFelipe, Javier

Journal:

Scientific Reports

Year:

2014

Language:

english

File:

PDF, 1.82 MB

english, 2014

46

Wiring Economy of Pyramidal Cells in the Juvenile Rat Somatosensory Cortex

Anton-Sanchez, Laura, Bielza, Concha, Larrañaga, Pedro, DeFelipe, Javier, Charpier, Stéphane

Journal:

Year:

2016

Language:

english

File:

PDF, 1.37 MB

english, 2016

47

A review of Gaussian Markov models for conditional independence

Córdoba, Irene, Bielza, Concha, Larrañaga, Pedro

Journal:

Journal of Statistical Planning and Inference

Year:

2019

File:

PDF, 739 KB

2019

48

Data-Driven Computational Neuroscience (Machine Learning and Statistical Models) || Unsupervised Classification

Bielza, Concha, LarraÃ±aga, Pedro

Year:

2020

File:

PDF, 28 KB

2020

49

Three-dimensional distribution of cortical synapses: a replicated point pattern-based analysis

Anton-Sanchez, Laura, Bielza, Concha, MerchÃ¡n-PÃ©rez, Angel, RodrÃguez, JosÃ©-Rodrigo, DeFelipe, Javier, LarraÃ±aga, Pedro

Journal:

Frontiers in Neuroanatomy

Year:

2014

Language:

english

File:

PDF, 4.23 MB

english, 2014

50

Conditional Density Approximations with Mixtures of Polynomials

Varando, Gherardo, López-Cruz, Pedro L., Nielsen, Thomas D., Larrañaga, Pedro, Bielza, Concha

Journal:

International Journal of Intelligent Systems

Year:

2015

Language:

english

File:

PDF, 1.25 MB

english, 2015

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