Carolina Ruiz

Publication Activity (10 Years)

Years Active: 1993-2021
Publications (10 Years): 14

Top Topics

Ischemic Stroke

Parameter Space

Association Mining

Top Venues

BIOSTEC (Selected Papers)

Publications

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) (2021)
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) (2020)
Sarun Paisarnsrisomsuk, Carolina Ruiz, Sergio A. Alvarez
Improved Deep Learning Classification of Human Sleep Stages. CBMS (2020)
Karitta Zellerbach, Carolina Ruiz
Machine Learning to Predict Overeating from Macronutrient Composition. BIBM (2019)
Ahmedul Kabir, Carolina Ruiz, Sergio A. Alvarez
Mixed Bagging: A Novel Ensemble Learning Framework for Supervised Classification Based on Instance Hardness. ICDM (2018)
Holly Nguyen, Carolina Ruiz, E. Vance Wilson, Diane M. Strong, Soussan Djamasbi
Using Personality Traits and Chronotype to Support Personalization and Feedback in a Sleep Health Behavior Change Support System. HICSS (2018)
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)
Bengisu Tulu, Carolina Ruiz, Joshua Allard, Joseph Acheson, Andrew M. Busch, Andrew Roskuski, Gage Heeringa, Victor Jaskula, Jessica Oleski, Sherry Pagoto
SlipBuddy: A Mobile Health Intervention to Prevent Overeating. HICSS (2017)
Ahmedul Kabir, Carolina Ruiz, Sergio A. Alvarez, Majaz Moonis
Predicting Outcome of Ischemic Stroke Patients using Bootstrap Aggregating with M5 Model Trees. HEALTHINF (2017)
E. Vance Wilson, Soussan Djamasbi, Diane M. Strong, Carolina Ruiz
Using a Key Informant Focus Group, Formative User Testing, and Theory to Guide Design of a Sleep Health BCSS. HICSS (2017)
Soussan Djamasbi, Diane M. Strong, E. Vance Wilson, Carolina Ruiz
Designing and Testing User-Centric Systems with both User Experience and Design Science Research Principles. AMCIS (2016)
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)
Chiying Wang, Sergio A. Alvarez, Carolina Ruiz, Majaz Moonis
Deviation-based Dynamic Time Warping for Clustering Human Sleep. BIOSIGNALS (2016)
Ahmedul Kabir, Carolina Ruiz, Sergio A. Alvarez, Nazish Riaz, Majaz Moonis
Model-based Clustering of Ischemic Stroke Patients. HEALTHINF (2015)
Hao Wan, Carolina Ruiz, Joseph Beck
Automatic Extraction of Highly Predictive Sequence Features that Incorporate Contiguity and Mutation. BIOSTEC (Selected Papers) (2014)
Chiying Wang, Sergio A. Alvarez, Carolina Ruiz, Majaz Moonis
Semi-Markov Modeling-Clustering of Human Sleep with Efficient Initialization and Stopping. BIOSIGNALS (2014)
Hao Wan, Carolina Ruiz, Joseph E. Beck
A Novel Feature Generation Method for Sequence Classification - Mutated Subsequence Generation. BIOINFORMATICS (2014)
Abhishek Mukherji, Xika Lin, Christopher R. Botaish, Jason Whitehouse, Elke A. Rundensteiner, Matthew O. Ward, Carolina Ruiz
PARAS: interactive parameter space exploration for association rule mining. SIGMOD Conference (2013)
Chiying Wang, Sergio A. Alvarez, Carolina Ruiz, Majaz Moonis
Computational Modeling of Sleep Stage Dynamics using Weibull Semi-Markov Chains. HEALTHINF (2013)
Sergio A. Alvarez, Carolina Ruiz
Collective Probabilistic Dynamical Modeling of Sleep Stage Transitions. BIOSIGNALS (2013)
Hao Wan, Gregory Barrett, Carolina Ruiz, Elizabeth F. Ryder
Mining Association Rules that Incorporate Transcription Factor Binding Sites and Gene Expression Patterns in C. elegans. BIOINFORMATICS (2013)
Xika Lin, Abhishek Mukherji, Elke A. Rundensteiner, Carolina Ruiz, Matthew O. Ward
PARAS: A Parameter Space Framework for Online Association Mining. Proc. VLDB Endow. 6 (3) (2013)
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)
Yue Gong, Joseph E. Beck, Carolina Ruiz
Modeling Multiple Distributions of Student Performances to Improve Predictive Accuracy. UMAP (2012)
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)
Zhenyu Guo, Matthew O. Ward, Elke A. Rundensteiner, Carolina Ruiz
Pointwise local pattern exploration for sensitivity analysis. IEEE VAST (2011)
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)
Amro Khasawneh, Sergio A. Alvarez, Carolina Ruiz, Shivin Misra, Majaz Moonis
EEG and ECG Characteristics of Human Sleep Composition Types. HEALTHINF (2011)
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) (2011)
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)
Amro Khasawneh, Sergio A. Alvarez, Carolina Ruiz, Shivin Misra, Majaz Moonis
Discovery of sleep composition types using expectation-maximization. CBMS (2010)
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) (2010)
Stuart Floyd, Carolina Ruiz, Sergio A. Alvarez, Jennifer Tseng, Giles Whalen
Model Selection Meta-learning for the Prognosis of Pancreatic Cancer. HEALTHINF (2010)
John Hayward, Sergio A. Alvarez, Carolina Ruiz, Mary Sullivan, Jennifer Tseng, Giles Whalen
Knowledge Discovery in Clinical Performance of Cancer Patients. BIBM (2008)
Zachary A. Pardos, Neil T. Heffernan, Carolina Ruiz, Joseph E. Beck
The Composition Effect: Conjuntive or Compensatory? An Analysis of Multi-Skill Math Questions in ITS. EDM (2008)
Aparna S. Varde, Elke A. Rundensteiner, Carolina Ruiz, Mohammed Maniruzzaman, Richard D. Sisson Jr.
LearnMet: learning domain-specific distance metrics for plots of scientific functions. Multim. Tools Appl. 35 (1) (2007)
Dharmesh Thakkar, Carolina Ruiz, Elizabeth F. Ryder
Hypothesis-Driven Specialization of Gene Expression Association Rules. BIBM (2007)
Aparna S. Varde, Elke A. Rundensteiner, Carolina Ruiz, David C. Brown, Mohammed Maniruzzaman, Richard D. Sisson Jr.
Designing semantics-preserving cluster representatives for scientific input conditions. CIKM (2006)
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) (2006)
Aparna S. Varde, Elke A. Rundensteiner, Carolina Ruiz, David C. Brown, Mohammed Maniruzzaman, Richard D. Sisson Jr.
Integrating Clustering and Classification for Estimating Process Variables in Materials Science. AAAI (2006)
Aparna S. Varde, Elke A. Rundensteiner, Carolina Ruiz, Mohammed Maniruzzaman, Richard D. Sisson Jr.
Learning semantics-preserving distance metrics for clustering graphical data. MDM@KDD (2005)
Parameshvyas Laxminarayan, Carolina Ruiz, Sergio A. Alvarez, Majaz Moonis
Mining Associations over Human Sleep Time Series. CBMS (2005)
Keith A. Pray, Carolina Ruiz
Mining Expressive Temporal Associations from Complex Data. MLDM (2005)
Maged El-Sayed, Carolina Ruiz, Elke A. Rundensteiner
FS-Miner: efficient and incremental mining of frequent sequence patterns in web logs. WIDM (2004)
Christopher A. Shoemaker, Carolina Ruiz
Association Rule Mining Algorithms for Set-Valued Data. IDEAL (2003)
Aleksandar Icev, Carolina Ruiz, Elizabeth F. Ryder
Distance-enhanced association rules for gene expression. BIOKDD (2003)
Weiyang Lin, Sergio A. Alvarez, Carolina Ruiz
Efficient Adaptive-Support Association Rule Mining for Recommender Systems. Data Min. Knowl. Discov. 6 (1) (2002)
Sergio A. Alvarez, Carolina Ruiz, Virginia Dignum
Introduction to Part IV: Data Mining and Web-Knowledge Management. INAP (LNCS Volume) (2001)
Carolina Ruiz, Jack Minker
Logic Knowledge Bases With Two Default Rules. Ann. Math. Artif. Intell. 22 (3-4) (1998)
Carolina Ruiz, Jack Minker
Combining Closed World Assumptions with Stable Negation. Fundam. Informaticae 32 (2) (1997)
Dietmar Seipel, Jack Minker, Carolina Ruiz
A Characterization of the Partial Stable Models For Disjunctive Databases. ILPS (1997)
Dietmar Seipel, Jack Minker, Carolina Ruiz
Model Generation and State Generation for Disjunctive Logic Programs. J. Log. Program. 32 (1) (1997)
Jack Minker, Carolina Ruiz
Semantics for Disjunctive Logic Programs with Explicit and Default Negation. Fundam. Informaticae 20 (1/2/3) (1994)
Carolina Ruiz, Jack Minker
Computing Stable and Partial Stable Models of Extended Disjunctive Logic Programs. NMELP (1994)
Jack Minker, Carolina Ruiz
On Extended Disjunctive Logic Programs. ISMIS (1993)