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ORCIDCarolina Ruiz
- > Home > Persons > Carolina Ruiz
Publications
- 2021
[j12]Sarun Paisarnsrisomsuk, Carolina Ruiz
, Sergio A. Alvarez:
Capturing the Development of Internal Representations in a High-Performing Deep Network for Sleep Stage Classification. SN Comput. Sci. 2(4): 318 (2021)- 2020
- [j11]Michael Sokolovsky, Francisco Guerrero, Sarun Paisarnsrisomsuk, Carolina Ruiz, Sergio A. Alvarez:
Deep Learning for Automated Feature Discovery and Classification of Sleep Stages. IEEE ACM Trans. Comput. Biol. Bioinform. 17(6): 1835-1845 (2020) - [c43]Sarun Paisarnsrisomsuk, Carolina Ruiz, Sergio A. Alvarez:
Improved Deep Learning Classification of Human Sleep Stages. CBMS 2020: 338-343 - 2018
- [c40]Ahmedul Kabir, Carolina Ruiz, Sergio A. Alvarez:
Mixed Bagging: A Novel Ensemble Learning Framework for Supervised Classification Based on Instance Hardness. ICDM 2018: 1073-1078 - 2017
- [c39]Ahmedul Kabir, Carolina Ruiz, Sergio A. Alvarez, Majaz Moonis:
Predicting Outcome of Ischemic Stroke Patients using Bootstrap Aggregating with M5 Model Trees. HEALTHINF 2017: 178-187 - [c38]Ahmedul Kabir, Carolina Ruiz, Sergio A. Alvarez, Majaz Moonis:
Regression, Classification and Ensemble Machine Learning Approaches to Forecasting Clinical Outcomes in Ischemic Stroke. BIOSTEC (Selected Papers) 2017: 376-402 - 2016
- [c34]Chiying Wang, Sergio A. Alvarez, Carolina Ruiz, Majaz Moonis:
Deviation-based Dynamic Time Warping for Clustering Human Sleep. BIOSIGNALS 2016: 88-95 - [c33]Chiying Wang, Sergio A. Alvarez, Carolina Ruiz, Majaz Moonis:
Modeling and Clustering of Human Sleep Time Series Using Dynamic Time Warping: Sequential and Distributed Implementations. BIOSTEC (Selected Papers) 2016: 276-294 - 2015
- [c32]Ahmedul Kabir, Carolina Ruiz, Sergio A. Alvarez, Nazish Riaz, Majaz Moonis:
Model-based Clustering of Ischemic Stroke Patients. HEALTHINF 2015: 172-181 - 2014
- [c31]Chiying Wang, Sergio A. Alvarez, Carolina Ruiz, Majaz Moonis:
Semi-Markov Modeling-Clustering of Human Sleep with Efficient Initialization and Stopping. BIOSIGNALS 2014: 61-68 - 2013
- [c27]Chiying Wang, Sergio A. Alvarez, Carolina Ruiz, Majaz Moonis:
Computational Modeling of Sleep Stage Dynamics using Weibull Semi-Markov Chains. HEALTHINF 2013: 122-130 - [c26]Sergio A. Alvarez, Carolina Ruiz:
Collective Probabilistic Dynamical Modeling of Sleep Stage Transitions. BIOSIGNALS 2013: 209-214 - 2012
- [c24]Francis W. Usher, Chiying Wang, Sergio A. Alvarez, Carolina Ruiz, Majaz Moonis:
Machine Learning of Human Sleep Patterns based on Stage Bout Durations. HEALTHINF 2012: 71-80 - [c23]Chiying Wang, Francis W. Usher, Sergio A. Alvarez, Carolina Ruiz, Majaz Moonis:
Clustering of Human Sleep Recordings Using a Quantile Representation of Stage Bout Durations. BIOSTEC (Selected Papers) 2012: 369-384 - 2011
- [j9]Sergio A. Alvarez, Carolina Ruiz, Takeshi Kawato, Wendy Kogel:
Neural expert networks for faster combined collaborative and content-based recommendation. J. Comput. Methods Sci. Eng. 11(4): 161-172 (2011) - [c21]Amro Khasawneh, Sergio A. Alvarez, Carolina Ruiz, Shivin Misra, Majaz Moonis:
EEG and ECG Characteristics of Human Sleep Composition Types. HEALTHINF 2011: 97-106 - [c20]Amro Khasawneh, Sergio A. Alvarez, Carolina Ruiz, Shivin Misra, Majaz Moonis:
Similarity Grouping of Human Sleep Recordings Using EEG and ECG. BIOSTEC (Selected Papers) 2011: 380-394 - 2010
- [j8]John Hayward, Sergio A. Alvarez, Carolina Ruiz, Mary Sullivan, Jennifer Tseng, Giles Whalen:
Machine learning of clinical performance in a pancreatic cancer database. Artif. Intell. Medicine 49(3): 187-195 (2010) - [c18]Stuart Floyd, Carolina Ruiz, Sergio A. Alvarez, Jennifer Tseng, Giles Whalen:
Model Selection Meta-learning for the Prognosis of Pancreatic Cancer. HEALTHINF 2010: 29-37 - [c17]Stuart Floyd, Carolina Ruiz, Sergio A. Alvarez, Jennifer Tseng, Giles Whalen:
Prediction of Pancreatic Cancer Survival through Automated Selection of Predictive Models. BIOSTEC (Selected Papers) 2010: 29-43 - [c16]Amro Khasawneh, Sergio A. Alvarez, Carolina Ruiz, Shivin Misra, Majaz Moonis:
Discovery of sleep composition types using expectation-maximization. CBMS 2010: 26-31 - 2008
- [c15]John Hayward, Sergio A. Alvarez, Carolina Ruiz, Mary Sullivan, Jennifer Tseng, Giles Whalen:
Knowledge Discovery in Clinical Performance of Cancer Patients. BIBM 2008: 51-58 - 2006
- [j6]Parameshvyas Laxminarayan, Sergio A. Alvarez, Carolina Ruiz, Majaz Moonis:
Mining Statistically Significant Associations for Exploratory Analysis of Human Sleep Data. IEEE Trans. Inf. Technol. Biomed. 10(3): 440-450 (2006) - 2005
- [c10]Parameshvyas Laxminarayan, Carolina Ruiz, Sergio A. Alvarez, Majaz Moonis:
Mining Associations over Human Sleep Time Series. CBMS 2005: 323-328 - 2002
- [j5]Weiyang Lin, Sergio A. Alvarez, Carolina Ruiz:
Efficient Adaptive-Support Association Rule Mining for Recommender Systems. Data Min. Knowl. Discov. 6(1): 83-105 (2002) - 2001
- [c4]Sergio A. Alvarez, Carolina Ruiz, Virginia Dignum:
Introduction to Part IV: Data Mining and Web-Knowledge Management. INAP (LNCS Volume) 2001: 235-236
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