Carolina Ruiz

发表

FS-Miner: efficient and incremental mining of frequent sequence patterns in web logs

Carolina Ruiz, Elke A. Rundensteiner, Maged El-Sayed, 2004, WIDM '04.

Integrating Clustering and Classification for Estimating Process Variables in Materials Science

Carolina Ruiz, Elke A. Rundensteiner, Mohammed Maniruzzaman, 2006, AAAI.

FS-Miner: An Efficient and Incremental System to Mine Contiguous Frequent Sequences

Carolina Ruiz, Maged El-Sayed, Elke A. Rundensteiner, 2003 .

Pointwise local pattern exploration for sensitivity analysis

Carolina Ruiz, Matthew O. Ward, Elke A. Rundensteiner, 2011, 2011 IEEE Conference on Visual Analytics Science and Technology (VAST).

Mining associations over human sleep time series

Sergio A. Alvarez, Carolina Ruiz, Majaz Moonis, 2005, 18th IEEE Symposium on Computer-Based Medical Systems (CBMS'05).

Using Personality Traits and Chronotype to Support Personalization and Feedback in a Sleep Health Behavior Change Support System

Carolina Ruiz, E. Vance Wilson, Diane M. Strong, 2018, HICSS.

Special issue editorial: Wearable sensor signal processing for smart health

Carolina Ruiz, Lina Yao, Fatos Xhafa, 2018 .

PARAS: A Parameter Space Framework for Online Association Mining

Carolina Ruiz, Matthew O. Ward, Elke A. Rundensteiner, 2013, Proc. VLDB Endow..

Automatic Extraction of Highly Predictive Sequence Features that Incorporate Contiguity and Mutation

Carolina Ruiz, Joseph E. Beck, Hao Wan, 2014, BIOSTEC.

Evaluation of a Pointwise Local Visual Pattern Exploration Method

Carolina Ruiz, Matthew O. Ward, Elke A. Rundensteiner, 2012 .

PARAS: interactive parameter space exploration for association rule mining

Carolina Ruiz, Matthew O. Ward, Elke A. Rundensteiner, 2013, SIGMOD '13.

The Composition Effect: Conjuntive or Compensatory? An Analysis of Multi-Skill Math Questions in ITS

Carolina Ruiz, Zachary A. Pardos, Neil T. Heffernan, 2008, EDM.

A Characterization of the Partial Stable Models For Disjunctive Databases

Carolina Ruiz, Jack Minker, Dietmar Seipel, 1997, ILPS.

Introduction to Part IV: Data Mining and Web-Knowledge Management

Sergio A. Alvarez, Carolina Ruiz, Virginia Dignum, 2001, INAP.

Sergio A. Alvarez, Carolina Ruiz, Majaz Moonis, 2011, BIOSTEC.

Predicting Outcome of Ischemic Stroke Patients using Bootstrap Aggregating with M5 Model Trees

Sergio A. Alvarez, Carolina Ruiz, Majaz Moonis, 2017, HEALTHINF.

Computational Modeling of Sleep Stage Dynamics using Weibull Semi-Markov Chains

Chiying Wang, Sergio A. Alvarez, Carolina Ruiz, 2018, HEALTHINF.

Semi-Markov Modeling-Clustering of Human Sleep with Efficient Initialization and Stopping

Chiying Wang, Sergio A. Alvarez, Carolina Ruiz, 2014, BIOSIGNALS.

Mining Expressive Temporal Associations from Complex Data

Carolina Ruiz, Keith A. Pray, 2005, MLDM.

EEG and ECG Characteristics of Human Sleep Composition Types

Sergio A. Alvarez, Carolina Ruiz, Majaz Moonis, 2011, HEALTHINF.

Designing semantics-preserving cluster representatives for scientific input conditions

Carolina Ruiz, Elke A. Rundensteiner, Mohammed Maniruzzaman, 2006, CIKM '06.

Semantics for Disjunctive Logic Programs with Explicit and Default Negation

Carolina Ruiz, Jack Minker, J. Minker, 1994, Fundam. Informaticae.

Collective Probabilistic Dynamical Modeling of Sleep Stage Transitions

Sergio A. Alvarez, Carolina Ruiz, Carolina Ruiz, 2013, BIOSIGNALS.

Model Selection Meta-learning for the Prognosis of Pancreatic Cancer

Sergio A. Alvarez, Carolina Ruiz, Stuart Floyd, 2010, HEALTHINF.

Discovery of sleep composition types using expectation-maximization

Sergio A. Alvarez, Carolina Ruiz, Majaz Moonis, 2010, 2010 IEEE 23rd International Symposium on Computer-Based Medical Systems (CBMS).

DATA MINING OVER GRAPHICAL RESULTS OF EXPERIMENTS WITH DOMAIN SEMANTICS

Carolina Ruiz, Elke A. Rundensteiner, Mohammed Maniruzzaman, 2004 .

A Novel Feature Generation Method for Sequence Classification - Mutated Subsequence Generation

Carolina Ruiz, Joseph E. Beck, Hao Wan, 2014, BIOINFORMATICS.

Modeling multiple distributions of student performances to improve predictive accuracy

Carolina Ruiz, Yue Gong, Joseph E. Beck, 2012, UMAP.

Knowledge Discovery in Clinical Performance of Cancer Patients

Sergio A. Alvarez, Carolina Ruiz, John Hayward, 2006, IEEE International Conference on Bioinformatics and Biomedicine.

On Extended Disjunctive Logic Programs

Carolina Ruiz, Jack Minker, J. Minker, 1993, ISMIS.

A New Adaptive-Support Algorithm for Association Rule Mining

Sergio A. Alvarez, Carolina Ruiz, Weiyang Lin, 2000 .

Using a Key Informant Focus Group, Formative User Testing, and Theory to Guide Design of a Sleep Health BCSS

Carolina Ruiz, E. Vance Wilson, Diane M. Strong, 2017, HICSS.

Model-based Clustering of Ischemic Stroke Patients

Sergio A. Alvarez, Carolina Ruiz, Majaz Moonis, 2015, HEALTHINF.

Combining Closed World Assumptions with Stable Negation

Carolina Ruiz, Jack Minker, J. Minker, 1997, Fundam. Informaticae.

Designing and Testing User-Centric Systems with both User Experience and Design Science Research Principles

Carolina Ruiz, E. Vance Wilson, Diane M. Strong, 2016, AMCIS.

Comparison of Conventional Regression With Machine Learning Methods for Stroke Outcome Prediction

Sergio A. Alvarez, Carolina Ruiz, Majaz Moonis, 2016 .

Mining Statistically Significant Associations for Exploratory Analysis of Human Sleep Data

Sergio A. Alvarez, Carolina Ruiz, Majaz Moonis, 2006, IEEE Transactions on Information Technology in Biomedicine.

Model Generation and State Generation for Disjunctive Logic Programs

Carolina Ruiz, Jack Minker, Dietmar Seipel, 1995, J. Log. Program..

Collaborative Recommendation via Adaptive Association Rule Mining

Sergio A. Alvarez, Carolina Ruiz, Weiyang Lin, 2000 .

Machine Learning of Human Sleep Patterns based on Stage Bout Durations

Chiying Wang, Francis W. Usher, Sergio A. Alvarez, 2012, HEALTHINF.

Deep Learning for Automated Feature Discovery and Classification of Sleep Stages

Carolina Ruiz, Sarun Paisarnsrisomsuk, Michael Sokolovsky, 2020, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

Deviation-based Dynamic Time Warping for Clustering Human Sleep

Chiying Wang, Sergio A. Alvarez, Carolina Ruiz, 2016, BIOSIGNALS.

Association Rule Mining Algorithms for Set-Valued Data

Carolina Ruiz, Christopher A. Shoemaker, Carolina Ruiz, 2003, IDEAL.

Logic knowledge bases with two default rules

Carolina Ruiz, Jack Minker, 2004, Annals of Mathematics and Artificial Intelligence.

Distance-enhanced association rules for gene expression

Carolina Ruiz, Elizabeth F. Ryder, Aleksandar Icev, 2003, BIOKDD.

Efficient Adaptive-Support Association Rule Mining for Recommender Systems

Sergio A. Alvarez, Carolina Ruiz, Weiyang Lin, 2004, Data Mining and Knowledge Discovery.

Prediction of Pancreatic Cancer Survival through Automated Selection of Predictive Models

Sergio A. Alvarez, Carolina Ruiz, Stuart Floyd, 2010, BIOSTEC.

Regression, Classification and Ensemble Machine Learning Approaches to Forecasting Clinical Outcomes in Ischemic Stroke

Sergio A. Alvarez, Carolina Ruiz, Majaz Moonis, 2017, BIOSTEC.

Mining Association Rules that Incorporate Transcription Factor Binding Sites and Gene Expression Patterns in C. elegans

Carolina Ruiz, Hao Wan, Elizabeth F. Ryder, 2013, BIOINFORMATICS.

LearnMet: learning domain-specific distance metrics for plots of scientific functions

Carolina Ruiz, Elke A. Rundensteiner, Mohammed Maniruzzaman, 2007, Multimedia Tools and Applications.

Mixed Bagging: A Novel Ensemble Learning Framework for Supervised Classification Based on Instance Hardness

Sergio A. Alvarez, Carolina Ruiz, Ahmedul Kabir, 2018, 2018 IEEE International Conference on Data Mining (ICDM).

SlipBuddy: A Mobile Health Intervention to Prevent Overeating

Carolina Ruiz, Bengisu Tulu, Sherry Pagoto, 2017, HICSS.

A characterization of the partial stable models for disjunctive deductive databases

Carolina Ruiz, Jack Minker, Dietmar Seipel, 1997, ICLP 1997.

Modeling and Clustering of Human Sleep Time Series Using Dynamic Time Warping: Sequential and Distributed Implementations

Chiying Wang, Sergio A. Alvarez, Carolina Ruiz, 2016, BIOSTEC.

Computing Stable and Partial Stable Models of Extended Disjunctive Logic Programs

Carolina Ruiz, Jack Minker, 1994, NMELP.

Neural expert networks for faster combined collaborative and content-based recommendation

Sergio A. Alvarez, Carolina Ruiz, Wendy Kogel, 2011, J. Comput. Methods Sci. Eng..

Learning semantics-preserving distance metrics for clustering graphical data

Carolina Ruiz, Elke A. Rundensteiner, Mohammed Maniruzzaman, 2005, MDM '05.

More Efficient Mining Over Heterogeneous Data Using Neural Expert Networks

Sergio A. Alvarez, Carolina Ruiz, Takeshi Kawato, 2007 .

Capturing the Development of Internal Representations in a High-Performing Deep Network for Sleep Stage Classification

Sergio A. Alvarez, Carolina Ruiz, Sarun Paisarnsrisomsuk, 2021, SN Computer Science.