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538 results on '"RUIZ-SHULCLOPER, JOSÉ"'

1. A Parallel Approach for RegularSearch Algorithm

Author

Lefebre-Lobaina, Jairo A., Ruiz-Shulcloper, José, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Hernández Heredia, Yanio, editor, Milián Núñez, Vladimir, editor, and Ruiz Shulcloper, José, editor

Published
2024
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3. A Survey on the Methods to Determine the Sensitivity of Textual Documents: Solutions and Problems to Solve

Author

Morales Escobar, Saturnino Job, Ruiz Shulcloper, José, Juárez Landín, Cristina, Pérez García, Osvaldo Andrés, Ruiz Castilla, José Sergio, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Hernández Heredia, Yanio, editor, Milián Núñez, Vladimir, editor, and Ruiz Shulcloper, José, editor

Published
2021
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6. Selecting Features and Objects for Mixed and Incomplete Data

Author

Villuendas-Rey, Yenny, García-Borroto, Milton, Ruiz-Shulcloper, José, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Ruiz-Shulcloper, José, editor, and Kropatsch, Walter G., editor

Published
2008
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7. Weighted Cluster Ensemble Using a Kernel Consensus Function

Author

Vega-Pons, Sandro, Correa-Morris, Jyrko, Ruiz-Shulcloper, José, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Ruiz-Shulcloper, José, editor, and Kropatsch, Walter G., editor

Published
2008
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8. Mining Frequent Similar Patterns on Mixed Data

Author

Rodríguez-González, Ansel Y., Martínez-Trinidad, José Francisco, Carrasco-Ochoa, Jesús Ariel, Ruiz-Shulcloper, José, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Ruiz-Shulcloper, José, editor, and Kropatsch, Walter G., editor

Published
2008
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11. A New Classifier Combination Scheme Using Clustering Ensemble

Author

Duval-Poo, Miguel A., Sosa-García, Joan, Guerra-Gandón, Alejandro, Vega-Pons, Sandro, Ruiz-Shulcloper, José, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Alvarez, Luis, editor, Mejail, Marta, editor, Gomez, Luis, editor, and Jacobo, Julio, editor

Published
2012
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12. Partition Selection Approach for Hierarchical Clustering Based on Clustering Ensemble

Author

Vega-Pons, Sandro, Ruiz-Shulcloper, José, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Bloch, Isabelle, editor, and Cesar, Roberto M., Jr., editor

Published
2010
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13. Using Non Boolean Similarity Functions for Frequent Similar Pattern Mining

Author

Rodríguez-González, Ansel Y., Martínez-Trinidad, José Fco., Carrasco-Ochoa, Jesús Ariel, Ruiz-Shulcloper, José, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Goebel, Randy, editor, Siekmann, Jörg, editor, Wahlster, Wolfgang, editor, Farzindar, Atefeh, editor, and Kešelj, Vlado, editor

Published
2010
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14. Clustering Ensemble Method for Heterogeneous Partitions

Author

Vega-Pons, Sandro, Ruiz-Shulcloper, José, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Bayro-Corrochano, Eduardo, editor, and Eklundh, Jan-Olof, editor

Published
2009
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15. Object Selection Based on Subclass Error Correcting for ALVOT

Author

Medina-Pérez, Miguel Angel, García-Borroto, Milton, Ruiz-Shulcloper, José, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Rueda, Luis, editor, and Mery, Domingo, editor

Published
2007
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16. Simultaneous Features and Objects Selection for Mixed and Incomplete Data

Author

Villuendas-Rey, Yenny, García-Borroto, Milton, Medina-Pérez, Miguel A., Ruiz-Shulcloper, José, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Dough, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Martínez-Trinidad, José Francisco, editor, and Carrasco Ochoa, Jesús Ariel, editor

Published
2006
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17. Selecting Objects for ALVOT

Author

Medina-Pérez, Miguel Angel, García-Borroto, Milton, Villuendas-Rey, Yenny, Ruiz-Shulcloper, José, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Dough, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Martínez-Trinidad, José Francisco, editor, and Carrasco Ochoa, Jesús Ariel, editor

Published
2006
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19. Selecting Prototypes in Mixed Incomplete Data

Author

García-Borroto, Milton, Ruiz-Shulcloper, José, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Dough, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Sanfeliu, Alberto, editor, and Cortés, Manuel Lazo, editor

Published
2005
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20. Feature Selection Using Typical ε: Testors, Working on Dynamical Data

Author

Carrasco-Ochoa, Jesús Ariel, Ruiz-Shulcloper, José, De-la-Vega-Doría, Lucía Angélica, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Dough, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Sanfeliu, Alberto, editor, Martínez Trinidad, José Francisco, editor, and Carrasco Ochoa, Jesús Ariel, editor

Published
2004
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21. JERARTOP: A New Topic Detection System

Author

Pons-Porrata, Aurora, Berlanga-Llavori, Rafael, Ruiz-Shulcloper, José, Pérez-Martínez, Juan Manuel, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Dough, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Sanfeliu, Alberto, editor, Martínez Trinidad, José Francisco, editor, and Carrasco Ochoa, Jesús Ariel, editor

Published
2004
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22. A Proposal for the Automatic Generation of Instances from Unstructured Text

Author

Danger, Roxana, Sanz, I., Berlanga-Llavori, Rafael, Ruiz-Shulcloper, José, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Dough, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Sanfeliu, Alberto, editor, Martínez Trinidad, José Francisco, editor, and Carrasco Ochoa, Jesús Ariel, editor

Published
2004
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23. Text Mining Using the Hierarchical Syntactical Structure of Documents

Author

Danger, Roxana, Ruíz-Shulcloper, José, Berlanga, Rafael, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Dough, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Carbonell, Jaime G., editor, Siekmann, Jörg, editor, Conejo, Ricardo, editor, Urretavizcaya, Maite, editor, and Pérez-de-la-Cruz, José-Luis, editor

Published
2004
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25. Detecting Events and Topics by Using Temporal References

Author

Pons-Porrata, Aurora, Berlanga-Llavori, Rafael, Ruíz-Shulcloper, José, Goos, G., editor, Hartmanis, J., editor, van Leeuwen, J., editor, Carbonell, Jaime G., editor, Siekmann, Jörg, editor, Garijo, Francisco J., editor, Riquelme, José C., editor, and Toro, Miguel, editor

Published
2002
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26. EDITORIAL

Author

Ruiz-Shulcloper, José

Published
2019

28. Layer-Wise Relevance Propagation in Multi-label Neural Networks to Identify COVID-19 Associated Coinfections

Author

Bello, Marilyn, Aguilera, Yaumara, Nápoles, Gonzalo, García, María M., Bello, Rafael, Vanhoof, Koen, Hernández Heredia, Yanio, Milián Núñez, Vladimir, Ruiz Shulcloper, José, and Cognitive Science & AI

Subjects
Artificial neural network, Coronavirus disease 2019 (COVID-19), Computer science, business.industry, Secondary infection, Coinfections, COVID-19, Multi-label scenario, Machine learning, computer.software_genre, Layer-wise Relevance Propagation, Layer wise, Black box, Classifier (linguistics), Relevance (information retrieval), Artificial intelligence, business, computer, Neural networks, Interpretability
Abstract

COVID-19 has been affected worldwide since the end of 2019. Clinical studies have shown that a factor that increases its lethality is the existence of secondary infections. Coinfections associated with the infection SARS-CoV-2 are classified into bacterial infections and fungal infections. A patient may develop one, both, or neither. From a machine learning point of view, this is considered a multi-label classification problem. In this work, we propose a multi-label neural network able to detect such infections in a patient with SARS-CoV-2 and thus provide the medical community with a diagnosis to guide therapy in these patients. However, neural networks are often considered a “black box” model, as their strength in modeling complex interactions, also make their operation almost impossible to explain. Therefore, we propose three adaptations of the Layer-wise Relevance Propagation algorithm to explain multi-label neural networks. The inclusion of this post-hoc interpretability stage made it possible to identify significant input variables in a classifier output.

Published
2021

43. EDITORIAL

Author

Ruiz-Shulcloper, José, primary and di Baja, Gabriella Sanniti, additional

Published
2014
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50. Object Selection Based on Subclass Error Correcting for ALVOT.

Author

Hutchison, David, Kanade, Takeo, Kleinberg, Jon M., Mattern, Friedemann, Mitchell, John C., Naor, Moni, Nierstrasz, Oscar, Pandu Rangan, C., Steffen, Bernhard, Sudan, Madhu, Terzopoulos, Demetri, Tygar, Doug, Vardi, Moshe Y., Weikum, Gerhard, Rueda, Luis, Mery, Domingo, Kittler, Josef, Medina-Pérez, Miguel Angel, García-Borroto, Milton, and Ruiz-Shulcloper, José

Abstract

ALVOT is a supervised classification model based on partial precedences. These classifiers work with databases having objects described simultaneously by numeric and nonnumeric features. In this paper a new object selection method based on the error per subclass is proposed for improving the accuracy, especially with noisy training matrixes. A comparative numerical experiment was performed with different methods of object selection. The experimental results show a good performance of the proposed method with respect to previously reported in the literature. [ABSTRACT FROM AUTHOR]

Published
2008
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