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671 results on '"Riaño, David"'

3. An Ontology to Support Automatic Drug Dose Titration

Author

Riaño, David, Alonso, José-Ramon, Pečnik, Špela, Kamišalić, Aida, 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, Michalowski, Martin, editor, Abidi, Syed Sibte Raza, editor, and Abidi, Samina, editor

Published
2022
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4. Modelling and Assessment of One-Drug Dose Titration

Author

Riaño, David, Kamišalić, Aida, 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, Tucker, Allan, editor, Henriques Abreu, Pedro, editor, Cardoso, Jaime, editor, Pereira Rodrigues, Pedro, editor, and Riaño, David, editor

Published
2021
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5. ICU Days-to-Discharge Analysis with Machine Learning Technology

Author

Cuadrado, David, Riaño, David, 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, Tucker, Allan, editor, Henriques Abreu, Pedro, editor, Cardoso, Jaime, editor, Pereira Rodrigues, Pedro, editor, and Riaño, David, editor

Published
2021
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6. Author Correction: Globe-LFMC, a global plant water status database for vegetation ecophysiology and wildfire applications.

Author

Yebra, Marta, Scortechini, Gianluca, Badi, Abdulbaset, Beget, María Eugenia, Boer, Matthias M, Bradstock, Ross, Chuvieco, Emilio, Danson, F Mark, Dennison, Philip, de Dios, Victor Resco, Di Bella, Carlos M, Forsyth, Greg, Frost, Philip, Garcia, Mariano, Hamdi, Abdelaziz, He, Binbin, Jolly, Matt, Kraaij, Tineke, Martín, M Pilar, Mouillot, Florent, Newnham, Glenn, Nolan, Rachael H, Pellizzaro, Grazia, Qi, Yi, Quan, Xingwen, Riaño, David, Roberts, Dar, Sow, Momadou, and Ustin, Susan

Abstract

An amendment to this paper has been published and can be accessed via a link at the top of the paper.

Published
2019

7. Globe-LFMC, a global plant water status database for vegetation ecophysiology and wildfire applications.

Author

Yebra, Marta, Scortechini, Gianluca, Badi, Abdulbaset, Beget, María Eugenia, Boer, Matthias M, Bradstock, Ross, Chuvieco, Emilio, Danson, F Mark, Dennison, Philip, Resco de Dios, Victor, Di Bella, Carlos M, Forsyth, Greg, Frost, Philip, Garcia, Mariano, Hamdi, Abdelaziz, He, Binbin, Jolly, Matt, Kraaij, Tineke, Martín, M Pilar, Mouillot, Florent, Newnham, Glenn, Nolan, Rachael H, Pellizzaro, Grazia, Qi, Yi, Quan, Xingwen, Riaño, David, Roberts, Dar, Sow, Momadou, and Ustin, Susan

Subjects
Plant Leaves, Water, Algorithms, Forecasting, Databases, Factual, Remote Sensing Technology, Wildfires, Earth, Planet
Abstract

Globe-LFMC is an extensive global database of live fuel moisture content (LFMC) measured from 1,383 sampling sites in 11 countries: Argentina, Australia, China, France, Italy, Senegal, Spain, South Africa, Tunisia, United Kingdom and the United States of America. The database contains 161,717 individual records based on in situ destructive samples used to measure LFMC, representing the amount of water in plant leaves per unit of dry matter. The primary goal of the database is to calibrate and validate remote sensing algorithms used to predict LFMC. However, this database is also relevant for the calibration and validation of dynamic global vegetation models, eco-physiological models of plant water stress as well as understanding the physiological drivers of spatiotemporal variation in LFMC at local, regional and global scales. Globe-LFMC should be useful for studying LFMC trends in response to environmental change and LFMC influence on wildfire occurrence, wildfire behavior, and overall vegetation health.

Published
2019

8. Spectral mapping methods applied to LiDAR data: Application to fuel type mapping

Author

Huesca, Margarita, Riaño, David, and Ustin, Susan L

Subjects
Spectral angle mapper, Spectral mixture analysis, Multiple endmember spectral mixture analysis, Vegetation vertical profile, LiDAR, Fuel types, Wildfires, Physical Geography and Environmental Geoscience, Geomatic Engineering, Geological & Geomatics Engineering
Abstract

Originally developed to classify multispectral and hyperspectral images, spectral mapping methods were used to classify Light Detection and Ranging (LiDAR) data to estimate the vertical structure of vegetation for Fuel Type (FT) mapping. Three spectral mapping methods generated spatially comprehensive FT maps for Cabañeros National Park (Spain): (1) Spectral Mixture Analysis (SMA), (2) Spectral Angle Mapper (SAM), and (3) Multiple Endmember Spectral Mixture Analysis (MESMA). The Vegetation Vertical Profiles (VVPs) describe the vertical distribution of the vegetation and are used to define each FT endmember in a LiDAR signature library. Two different approaches were used to define the endmembers, one based on the field data collected in 1998 and 1999 (Approach 1) and the other on exploring spatial patterns of the singular FT discriminating factors (Approach 2). The overall accuracy is higher for Approach 2 and with best results when considering a five-FT model rather than a seven-FT model. The agreement with field data of 44% for MESMA and SMA and 40% for SAM is higher than the 38% of the official Cabañeros National Park FTs map. The principal spatial patterns for the different FTs were well captured, demonstrating the value of this novel approach using spectral mapping methods applied to LiDAR data. The error sources included the time gap between field data and LiDAR acquisition, the steep topography in parts of the study site, and the low LiDAR point density among others.

Published
2019

13. Pursuing Optimal Prediction of Discharge Time in ICUs with Machine Learning Methods

Author

Cuadrado, David, Riaño, David, Gómez, Josep, Bodí, María, Sirgo, Gonzalo, Esteban, Federico, García, Rafael, Rodríguez, Alejandro, 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, Riaño, David, editor, Wilk, Szymon, editor, and ten Teije, Annette, editor

Published
2019
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17. Modelling ICU Patients to Improve Care Requirements and Outcome Prediction of Acute Respiratory Distress Syndrome: A Supervised Learning Approach

Author

Sayed, Mohammed, Riaño, David, 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, Marcos, Mar, editor, Juarez, Jose M., editor, Lenz, Richard, editor, Nalepa, Grzegorz J., editor, Nowaczyk, Slawomir, editor, Peleg, Mor, editor, Stefanowski, Jerzy, editor, and Stiglic, Gregor, editor

Published
2019
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21. Simulation-Based Episodes of Care Data Synthetization for Chronic Disease Patients

Author

Riaño, David, Fernández-Pérez, Alberto, 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, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Riaño, David, editor, Lenz, Richard, editor, and Reichert, Manfred, editor

Published
2017
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29. A Patient Simulation Model Based on Decision Tables for Emergency Shocks

Author

Real, Francis, Riaño, David, Alonso, José Ramón, 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, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Riaño, David, editor, Lenz, Richard, editor, Miksch, Silvia, editor, Peleg, Mor, editor, Reichert, Manfred, editor, and ten Teije, Annette, editor

Published
2015
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33. Rule-Based Combination of Comorbid Treatments for Chronic Diseases Applied to Hypertension, Diabetes Mellitus and Heart Failure

Author

López-Vallverdú, Joan Albert, Riaño, David, Collado, Antoni, 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, Lenz, Richard, editor, Miksch, Silvia, editor, Peleg, Mor, editor, Reichert, Manfred, editor, Riaño, David, editor, and ten Teije, Annette, editor

Published
2013
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34. A Community-of-Practice-based Evaluation Methodology for Knowledge Intensive Computational Methods and its Application to Multimorbidity Decision Support

Author

Van Woensel, William, primary, Tu, Samson W., additional, Michalowski, Wojtek, additional, Sibte Raza Abidi, Syed, additional, Abidi, Samina, additional, Alonso, Jose-Ramon, additional, Bottrighi, Alessio, additional, Carrier, Marc, additional, Edry, Ruth, additional, Hochberg, Irit, additional, Rao, Malvika, additional, Kingwell, Stephen, additional, Kogan, Alexandra, additional, Marcos, Mar, additional, Martínez Salvador, Begoña, additional, Michalowski, Martin, additional, Piovesan, Luca, additional, Riaño, David, additional, Terenziani, Paolo, additional, Wilk, Szymon, additional, and Peleg, Mor, additional

Published
2023
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35. Detecting Dominant Alternative Interventions to Reduce Treatment Costs

Author

López-Vallverdú, Joan Albert, Riaño, David, Collado, Antoni, 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, Goebel, Randy, editor, Siekmann, Jörg, editor, Wahlster, Wolfgang, editor, Riaño, David, editor, ten Teije, Annette, editor, and Miksch, Silvia, editor

Published
2012
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36. A Systematic Analysis of Medical Decisions: How to Store Knowledge and Experience in Decision Tables

Author

Riaño, David, 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, Goebel, Randy, editor, Siekmann, Jörg, editor, Wahlster, Wolfgang, editor, Riaño, David, editor, ten Teije, Annette, editor, and Miksch, Silvia, editor

Published
2012
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38. Inducing Decision Trees from Medical Decision Processes

Author

Torres, Pere, Riaño, David, López-Vallverdú, Joan Albert, 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, Goebel, Randy, editor, Siekmann, Jörg, editor, Wahlster, Wolfgang, editor, Riaño, David, editor, ten Teije, Annette, editor, Miksch, Silvia, editor, and Peleg, Mor, editor

Published
2011
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39. Ontology-Based Retrospective and Prospective Diagnosis and Medical Knowledge Personalization

Author

Romero-Tris, Cristina, Riaño, David, Real, Francis, 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, Goebel, Randy, editor, Siekmann, Jörg, editor, Wahlster, Wolfgang, editor, Riaño, David, editor, ten Teije, Annette, editor, Miksch, Silvia, editor, and Peleg, Mor, editor

Published
2011
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40. A Knowledge-Management Architecture to Integrate and to Share Medical and Clinical Data, Information, and Knowledge

Author

Riaño, David, 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, Goebel, Randy, editor, Siekmann, Jörg, editor, Wahlster, Wolfgang, editor, Riaño, David, editor, ten Teije, Annette, editor, Miksch, Silvia, editor, and Peleg, Mor, editor

Published
2010
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41. From Natural Language Descriptions in Clinical Guidelines to Relationships in an Ontology

Author

Taboada, María, Meizoso, María, Riaño, David, Alonso, Albert, Martínez, Diego, 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, Goebel, Randy, editor, Siekmann, Jörg, editor, Wahlster, Wolfgang, editor, Riaño, David, editor, ten Teije, Annette, editor, Miksch, Silvia, editor, and Peleg, Mor, editor

Published
2010
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42. An Autonomous Algorithm for Generating and Merging Clinical Algorithms

Author

Real, Francis, Riaño, David, 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, Goebel, Randy, editor, Siekmann, Jörg, editor, Wahlster, Wolfgang, editor, and Riaño, David, editor

Published
2009
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