Sergio A. Alvarez
Orcid: 0000-0001-5550-1492
According to our database1,
Sergio A. Alvarez
authored at least 29 papers
between 2000 and 2023.
Collaborative distances:
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on cs.bc.edu
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Bibliography
2023
IEEE Trans. Pattern Anal. Mach. Intell., May, 2023
2021
Capturing the Development of Internal Representations in a High-Performing Deep Network for Sleep Stage Classification.
SN Comput. Sci., 2021
2020
IEEE ACM Trans. Comput. Biol. Bioinform., 2020
Proceedings of the 33rd IEEE International Symposium on Computer-Based Medical Systems, 2020
2018
Mixed Bagging: A Novel Ensemble Learning Framework for Supervised Classification Based on Instance Hardness.
Proceedings of the IEEE International Conference on Data Mining, 2018
2017
Regression, Classification and Ensemble Machine Learning Approaches to Forecasting Clinical Outcomes in Ischemic Stroke.
Proceedings of the Biomedical Engineering Systems and Technologies, 2017
Predicting Outcome of Ischemic Stroke Patients using Bootstrap Aggregating with M5 Model Trees.
Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2017), 2017
2016
Modeling and Clustering of Human Sleep Time Series Using Dynamic Time Warping: Sequential and Distributed Implementations.
Proceedings of the Biomedical Engineering Systems and Technologies, 2016
Proceedings of the 9th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2016), 2016
2015
Model-based Clustering of Ischemic Stroke Patients.
Proceedings of the HEALTHINF 2015, 2015
2014
Semi-Markov Modeling-Clustering of Human Sleep with Efficient Initialization and Stopping.
Proceedings of the BIOSIGNALS 2014, 2014
2013
Computational Modeling of Sleep Stage Dynamics using Weibull Semi-Markov Chains.
Proceedings of the HEALTHINF 2013, 2013
Collective Probabilistic Dynamical Modeling of Sleep Stage Transitions.
Proceedings of the BIOSIGNALS 2013, 2013
2012
Clustering of Human Sleep Recordings Using a Quantile Representation of Stage Bout Durations.
Proceedings of the Biomedical Engineering Systems and Technologies, 2012
Machine Learning of Human Sleep Patterns based on Stage Bout Durations.
Proceedings of the HEALTHINF 2012 - Proceedings of the International Conference on Health Informatics, Vilamoura, Algarve, Portugal, 1, 2012
2011
Neural expert networks for faster combined collaborative and content-based recommendation.
J. Comput. Methods Sci. Eng., 2011
Proceedings of the Biomedical Engineering Systems and Technologies, 2011
EEG and ECG Characteristics of Human Sleep Composition Types.
Proceedings of the HEALTHINF 2011, 2011
2010
Artif. Intell. Medicine, 2010
Proceedings of the IEEE 23rd International Symposium on Computer-Based Medical Systems (CBMS 2010), 2010
Prediction of Pancreatic Cancer Survival through Automated Selection of Predictive Models.
Proceedings of the Biomedical Engineering Systems and Technologies, 2010
Model Selection Meta-learning for the Prognosis of Pancreatic Cancer.
Proceedings of the HEALTHINF 2010, 2010
2008
Proceedings of the 2008 IEEE International Conference on Bioinformatics and Biomedicine, 2008
2006
Mining Statistically Significant Associations for Exploratory Analysis of Human Sleep Data.
IEEE Trans. Inf. Technol. Biomed., 2006
2005
Proceedings of the 18th IEEE Symposium on Computer-Based Medical Systems (CBMS 2005), 2005
2004
Ann. Math. Artif. Intell., 2004
2002
Data Min. Knowl. Discov., 2002
2001
Proceedings of the Web Knowledge Management and Decision Support, 2001
2000
Proceedings of the International Symposium on Artificial Intelligence and Mathematics, 2000