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ORCIDSergio A. Alvarez
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2020 – today
- 2023
[j8]Sergio A. Alvarez
:
Gaussian RBF Centered Kernel Alignment (CKA) in the Large-Bandwidth Limit. IEEE Trans. Pattern Anal. Mach. Intell. 45(5): 6587-6593 (2023)- 2021
- [j7]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) - [i1]Sergio A. Alvarez:
Gaussian RBF Centered Kernel Alignment (CKA) in the Large Bandwidth Limit. CoRR abs/2112.09305 (2021) - 2020
- [j6]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) - [c21]Sarun Paisarnsrisomsuk, Carolina Ruiz, Sergio A. Alvarez:
Improved Deep Learning Classification of Human Sleep Stages. CBMS 2020: 338-343
2010 – 2019
- 2018
- [c20]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
- [c19]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 - [c18]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
- [c17]Chiying Wang, Sergio A. Alvarez, Carolina Ruiz, Majaz Moonis:
Deviation-based Dynamic Time Warping for Clustering Human Sleep. BIOSIGNALS 2016: 88-95 - [c16]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
- [c15]Ahmedul Kabir, Carolina Ruiz, Sergio A. Alvarez, Nazish Riaz, Majaz Moonis:
Model-based Clustering of Ischemic Stroke Patients. HEALTHINF 2015: 172-181 - 2014
- [c14]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
- [c13]Chiying Wang, Sergio A. Alvarez, Carolina Ruiz, Majaz Moonis:
Computational Modeling of Sleep Stage Dynamics using Weibull Semi-Markov Chains. HEALTHINF 2013: 122-130 - [c12]Sergio A. Alvarez, Carolina Ruiz:
Collective Probabilistic Dynamical Modeling of Sleep Stage Transitions. BIOSIGNALS 2013: 209-214 - 2012
- [c11]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 - [c10]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
- [j5]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) - [c9]Amro Khasawneh, Sergio A. Alvarez, Carolina Ruiz, Shivin Misra, Majaz Moonis:
EEG and ECG Characteristics of Human Sleep Composition Types. HEALTHINF 2011: 97-106 - [c8]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
- [j4]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) - [c7]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 - [c6]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 - [c5]Amro Khasawneh, Sergio A. Alvarez, Carolina Ruiz, Shivin Misra, Majaz Moonis:
Discovery of sleep composition types using expectation-maximization. CBMS 2010: 26-31
2000 – 2009
- 2008
- [c4]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
- [j3]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
- [c3]Parameshvyas Laxminarayan, Carolina Ruiz, Sergio A. Alvarez, Majaz Moonis:
Mining Associations over Human Sleep Time Series. CBMS 2005: 323-328 - 2004
- [j2]Sergio A. Alvarez:
A Theory of Frame Transformations for Belief Combination. Ann. Math. Artif. Intell. 40(3-4): 187-214 (2004) - 2002
- [j1]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
- [c2]Sergio A. Alvarez, Carolina Ruiz, Virginia Dignum:
Introduction to Part IV: Data Mining and Web-Knowledge Management. INAP (LNCS Volume) 2001: 235-236 - 2000
- [c1]Sergio A. Alvarez:
Belief Combination by means of Frame Transformations. AI&M 2000
Coauthor Index
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