Carolina Ruiz
Orcid: 0000-0001-9997-2536
According to our database1,
Carolina Ruiz
authored at least 55 papers
between 1993 and 2021.
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Bibliography
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
2019
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019
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
Using Personality Traits and Chronotype to Support Personalization and Feedback in a Sleep Health Behavior Change Support System.
Proceedings of the 51st Hawaii International Conference on System Sciences, 2018
2017
Using a Key Informant Focus Group, Formative User Testing, and Theory to Guide Design of a Sleep Health BCSS.
Proceedings of the 50th Hawaii International Conference on System Sciences, 2017
Proceedings of the 50th Hawaii International Conference on System Sciences, 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
Designing and Testing User-Centric Systems with both User Experience and Design Science Research Principles.
Proceedings of the 22nd Americas Conference on Information Systems, 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
Automatic Extraction of Highly Predictive Sequence Features that Incorporate Contiguity and Mutation.
Proceedings of the Biomedical Engineering Systems and Technologies, 2014
A Novel Feature Generation Method for Sequence Classification - Mutated Subsequence Generation.
Proceedings of the BIOINFORMATICS 2014, 2014
2013
Proc. VLDB Endow., 2013
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013
Computational Modeling of Sleep Stage Dynamics using Weibull Semi-Markov Chains.
Proceedings of the HEALTHINF 2013, 2013
Mining Association Rules that Incorporate Transcription Factor Binding Sites and Gene Expression Patterns in C. elegans.
Proceedings of the BIOINFORMATICS 2013 - Proceedings of the International Conference on Bioinformatics Models, Methods and Algorithms, Barcelona, Spain, 11, 2013
Collective Probabilistic Dynamical Modeling of Sleep Stage Transitions.
Proceedings of the BIOSIGNALS 2013, 2013
2012
Modeling Multiple Distributions of Student Performances to Improve Predictive Accuracy.
Proceedings of the User Modeling, Adaptation, and Personalization, 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 6th IEEE Conference on Visual Analytics Science and Technology, 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
The Composition Effect: Conjuntive or Compensatory? An Analysis of Multi-Skill Math Questions in ITS.
Proceedings of the Educational Data Mining 2008, 2008
Proceedings of the 2008 IEEE International Conference on Bioinformatics and Biomedicine, 2008
2007
LearnMet: learning domain-specific distance metrics for plots of scientific functions.
Multim. Tools Appl., 2007
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2007
2006
Mining Statistically Significant Associations for Exploratory Analysis of Human Sleep Data.
IEEE Trans. Inf. Technol. Biomed., 2006
Designing semantics-preserving cluster representatives for scientific input conditions.
Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, 2006
Integrating Clustering and Classification for Estimating Process Variables in Materials Science.
Proceedings of the Proceedings, 2006
2005
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2005
Proceedings of the 6th international workshop on Multimedia data mining, 2005
Proceedings of the 18th IEEE Symposium on Computer-Based Medical Systems (CBMS 2005), 2005
2004
FS-Miner: efficient and incremental mining of frequent sequence patterns in web logs.
Proceedings of the Sixth ACM CIKM International Workshop on Web Information and Data Management (WIDM 2004), 2004
2003
Proceedings of the 3nd ACM SIGKDD Workshop on Data Mining in Bioinformatics (BIOKDD 2003), 2003
Proceedings of the Intelligent Data Engineering and Automated Learning, 2003
2002
Data Min. Knowl. Discov., 2002
2001
Proceedings of the Web Knowledge Management and Decision Support, 2001
1998
1997
J. Log. Program., 1997
A Characterization of the Partial Stable Models For Disjunctive Databases.
Proceedings of the Logic Programming, 1997
1994
Fundam. Informaticae, 1994
Proceedings of the Non-Monotonic Extensions of Logic Programming (NMELP'94), 1994
1993
Proceedings of the Methodologies for Intelligent Systems, 7th International Symposium, 1993