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Carolina Ruiz
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2020 – today
- 2021
- [j12]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) - 2020
- [j11]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) - [c43]Sarun Paisarnsrisomsuk, Carolina Ruiz, Sergio A. Alvarez:
Improved Deep Learning Classification of Human Sleep Stages. CBMS 2020: 338-343
2010 – 2019
- 2019
- [c42]Karitta Zellerbach, Carolina Ruiz:
Machine Learning to Predict Overeating from Macronutrient Composition. BIBM 2019: 1268-1270 - 2018
- [c41]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: 1-9 - [c40]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
- [c39]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 - [c38]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 - [c37]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: 1-10 - [c36]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: 1-10 - 2016
- [c35]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 - [c34]Chiying Wang, Sergio A. Alvarez, Carolina Ruiz, Majaz Moonis:
Deviation-based Dynamic Time Warping for Clustering Human Sleep. BIOSIGNALS 2016: 88-95 - [c33]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 - [e7]James P. Gilbert, Haim Azhari, Hesham H. Ali, Carla Quintão, Jan Sliwa, Carolina Ruiz, Ana L. N. Fred, Hugo Gamboa:
Proceedings of the 9th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2016) - Volume 1: BIODEVICES, Rome, Italy, February 21-23, 2016. SciTePress 2016, ISBN 978-989-758-170-0 [contents] - [e6]James P. Gilbert, Haim Azhari, Hesham H. Ali, Carla Quintão, Jan Sliwa, Carolina Ruiz, Ana L. N. Fred, Hugo Gamboa:
Proceedings of the 9th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2016) - Volume 3: BIOINFORMATICS, Rome, Italy, February 21-23, 2016. SciTePress 2016, ISBN 978-989-758-170-0 [contents] - [e5]James P. Gilbert, Haim Azhari, Hesham H. Ali, Carla Quintão, Jan Sliwa, Carolina Ruiz, Ana L. N. Fred, Hugo Gamboa:
Proceedings of the 9th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2016) - Volume 4: BIOSIGNALS, Rome, Italy, February 21-23, 2016. SciTePress 2016, ISBN 978-989-758-170-0 [contents] - [e4]James P. Gilbert, Haim Azhari, Hesham H. Ali, Carla Quintão, Jan Sliwa, Carolina Ruiz, Ana L. N. Fred, Hugo Gamboa:
Proceedings of the 9th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2016) - Volume 5: HEALTHINF, Rome, Italy, February 21-23, 2016. SciTePress 2016, ISBN 978-989-758-170-0 [contents] - [e3]James P. Gilbert, Haim Azhari, Hesham H. Ali, Carla Quintão, Jan Sliwa, Carolina Ruiz, Ana L. N. Fred, Hugo Gamboa:
Proceedings of the 9th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2016) - Volume 2: BIOIMAGING, Rome, Italy, February 21-23, 2016. SciTePress 2016, ISBN 978-989-758-170-0 [contents] - 2015
- [c32]Ahmedul Kabir, Carolina Ruiz, Sergio A. Alvarez, Nazish Riaz, Majaz Moonis:
Model-based Clustering of Ischemic Stroke Patients. HEALTHINF 2015: 172-181 - 2014
- [c31]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 - [c30]Hao Wan, Carolina Ruiz, Joseph E. Beck:
A Novel Feature Generation Method for Sequence Classification - Mutated Subsequence Generation. BIOINFORMATICS 2014: 68-79 - [c29]Hao Wan, Carolina Ruiz, Joseph Beck:
Automatic Extraction of Highly Predictive Sequence Features that Incorporate Contiguity and Mutation. BIOSTEC (Selected Papers) 2014: 212-229 - 2013
- [j10]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): 193-204 (2013) - [c28]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: 81-89 - [c27]Chiying Wang, Sergio A. Alvarez, Carolina Ruiz, Majaz Moonis:
Computational Modeling of Sleep Stage Dynamics using Weibull Semi-Markov Chains. HEALTHINF 2013: 122-130 - [c26]Sergio A. Alvarez, Carolina Ruiz:
Collective Probabilistic Dynamical Modeling of Sleep Stage Transitions. BIOSIGNALS 2013: 209-214 - [c25]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: 1017-1020 - 2012
- [c24]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 - [c23]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 - [c22]Yue Gong, Joseph E. Beck, Carolina Ruiz:
Modeling Multiple Distributions of Student Performances to Improve Predictive Accuracy. UMAP 2012: 102-113 - 2011
- [j9]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) - [c21]Amro Khasawneh, Sergio A. Alvarez, Carolina Ruiz, Shivin Misra, Majaz Moonis:
EEG and ECG Characteristics of Human Sleep Composition Types. HEALTHINF 2011: 97-106 - [c20]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 - [c19]Zhenyu Guo, Matthew O. Ward, Elke A. Rundensteiner, Carolina Ruiz:
Pointwise local pattern exploration for sensitivity analysis. IEEE VAST 2011: 131-140 - 2010
- [j8]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) - [c18]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 - [c17]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 - [c16]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
- [c15]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 - [c14]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: 147-156 - 2007
- [j7]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): 29-53 (2007) - [c13]Dharmesh Thakkar, Carolina Ruiz, Elizabeth F. Ryder:
Hypothesis-Driven Specialization of Gene Expression Association Rules. BIBM 2007: 48-55 - 2006
- [j6]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) - [c12]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 - [c11]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: 708-717 - 2005
- [c10]Parameshvyas Laxminarayan, Carolina Ruiz, Sergio A. Alvarez, Majaz Moonis:
Mining Associations over Human Sleep Time Series. CBMS 2005: 323-328 - [c9]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: 107-112 - [c8]Keith A. Pray, Carolina Ruiz:
Mining Expressive Temporal Associations from Complex Data. MLDM 2005: 384-394 - 2004
- [c7]Maged El-Sayed, Carolina Ruiz, Elke A. Rundensteiner:
FS-Miner: efficient and incremental mining of frequent sequence patterns in web logs. WIDM 2004: 128-135 - 2003
- [c6]Christopher A. Shoemaker, Carolina Ruiz:
Association Rule Mining Algorithms for Set-Valued Data. IDEAL 2003: 669-676 - [c5]Aleksandar Icev, Carolina Ruiz, Elizabeth F. Ryder:
Distance-enhanced association rules for gene expression. BIOKDD 2003: 34-40 - 2002
- [j5]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
- [c4]Sergio A. Alvarez, Carolina Ruiz, Virginia Dignum
Introduction to Part IV: Data Mining and Web-Knowledge Management. INAP (LNCS Volume) 2001: 235-236
1990 – 1999
- 1998
- [j4]Carolina Ruiz, Jack Minker:
Logic Knowledge Bases With Two Default Rules. Ann. Math. Artif. Intell. 22(3-4): 333-361 (1998) - [e2]Piero Fraternali, Ulrich Geske, Carolina Ruiz, Dietmar Seipel:
Proceedings of the 6th International Workshop on Deductive Databases and Logic Programming (DDLP'98). In Conjunction with JICSLP'98. GMD Report 22, 1998 [contents] - 1997
- [j3]Carolina Ruiz, Jack Minker:
Combining Closed World Assumptions with Stable Negation. Fundam. Informaticae 32(2): 163-181 (1997) - [j2]Dietmar Seipel, Jack Minker, Carolina Ruiz:
Model Generation and State Generation for Disjunctive Logic Programs. J. Log. Program. 32(1): 49-69 (1997) - [c3]Dietmar Seipel, Jack Minker, Carolina Ruiz:
A Characterization of the Partial Stable Models For Disjunctive Databases. ILPS 1997: 245-259 - [e1]Ulrich Geske, Carolina Ruiz, Dietmar Seipel:
Proceedings of the Fifth International Workshop on Deductive Databases and Logic Programming, DDLP'97, Leuven, Belgium, July 1997. Accepted Papers. GMD - German National Research Center for Information Technology 1997, ISBN 3-88457-317-9 [contents] - 1994
- [j1]Jack Minker, Carolina Ruiz:
Semantics for Disjunctive Logic Programs with Explicit and Default Negation. Fundam. Informaticae 20(1/2/3): 145-192 (1994) - [c2]Carolina Ruiz, Jack Minker:
Computing Stable and Partial Stable Models of Extended Disjunctive Logic Programs. NMELP 1994: 205-229 - 1993
- [c1]Jack Minker, Carolina Ruiz:
On Extended Disjunctive Logic Programs. ISMIS 1993: 1-18
Coauthor Index
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