Guadalupe Canahuate

According to our database, Guadalupe Canahuate authored at least 40 papers between 2006 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

DITTO: A Visual Digital Twin for Interventions and Temporal Treatment Outcomes in Head and Neck Cancer.

Andrew Wentzel, Serageldin Attia, Xinhua Zhang, Guadalupe Canahuate, Clifton David Fuller, G. Elisabeta Marai

IEEE Trans. Vis. Comput. Graph., January, 2025

2024

Roses Have Thorns: Understanding the Downside of Oncological Care Delivery Through Visual Analytics and Sequential Rule Mining.

Carla Floricel, Andrew Wentzel, Abdallah Sherif Radwan Mohamed, Clifton David Fuller, Guadalupe Canahuate, G. Elisabeta Marai

IEEE Trans. Vis. Comput. Graph., January, 2024

Collaborative Filtering for the Imputation of Patient Reported Outcomes.

Eric Ababio Anyimadu, Clifton David Fuller, Xinhua Zhang, G. Elisabeta Marai, Guadalupe Canahuate

Proceedings of the Database and Expert Systems Applications, 2024

2023

DASS Good: Explainable Data Mining of Spatial Cohort Data.

Andrew Wentzel, Carla Floricel, Guadalupe Canahuate, Mohamed A. Naser, Abdallah S. Mohamed, Clifton D. Fuller, Lisanne van Dijk, G. Elisabeta Marai

Comput. Graph. Forum, June, 2023

Roses Have Thorns: Understanding the Downside of Oncological Care Delivery Through Visual Analytics and Sequential Rule Mining.

Carla Floricel, Andrew Wentzel, Abdallah S. Mohamed, Clifton David Fuller, Guadalupe Canahuate, G. Elisabeta Marai

CoRR, 2023

Evaluating Autoencoders for Dimensionality Reduction of MRI-derived Radiomics and Classification of Malignant Brain Tumors.

Mikayla Biggs, Yaohua Wang, Neetu Soni, Sarv Priya, Girish Bathla, Guadalupe Canahuate

Proceedings of the 35th International Conference on Scientific and Statistical Database Management, 2023

Improving Prediction of Late Symptoms using LSTM and Patient-reported Outcomes for Head and Neck Cancer Patients.

Yaohua Wang, Lisanne van Dijk, Abdallah Sherif Radwan Mohamed, Mohamed A. Naser, Clifton David Fuller, Xinhua Zhang, G. Elisabeta Marai, Guadalupe Canahuate

Proceedings of the 11th IEEE International Conference on Healthcare Informatics, 2023

2022

THALIS: Human-Machine Analysis of Longitudinal Symptoms in Cancer Therapy.

Carla Floricel, Nafiul Nipu, Mikayla Biggs, Andrew Wentzel, Guadalupe Canahuate, Lisanne van Dijk, Abdallah Sherif Radwan Mohamed, Clifton David Fuller, G. Elisabeta Marai

IEEE Trans. Vis. Comput. Graph., 2022

Representative random sampling: an empirical evaluation of a novel bin stratification method for model performance estimation.

Michael C. Rendleman, Brian J. Smith, Guadalupe Canahuate, Terry A. Braun, John M. Buatti, Thomas L. Casavant

Stat. Comput., 2022

A Tale of Two Centers: Visual Exploration of Health Disparities in Cancer Care.

Sanjana Srabanti, Michael Tran, Virginie Achim, Clifton D. Fuller, Guadalupe Canahuate, Fabio Miranda, G. Elisabeta Marai

Proceedings of the 15th IEEE Pacific Visualization Symposium, 2022

2021

Predicting late symptoms of head and neck cancer treatment using LSTM and patient reported outcomes.

Yaohua Wang, Guadalupe Canahuate, Lisanne van Dijk, Abdallah Sherif Radwan Mohamed, Clifton David Fuller, Xinhua Zhang, Georgeta Elisabeta Marai

Proceedings of the IDEAS 2021: 25th International Database Engineering & Applications Symposium, 2021

Identifying Symptom Clusters Through Association Rule Mining.

Mikayla Biggs, Carla Floricel, Lisanne van Dijk, Abdallah Sherif Radwan Mohamed, Clifton David Fuller, G. Elisabeta Marai, Xinhua Zhang, Guadalupe Canahuate

Proceedings of the Artificial Intelligence in Medicine, 2021

2020

Cohort-based T-SSIM Visual Computing for Radiation Therapy Prediction and Exploration.

Andrew Wentzel, Peter Hanula, Timothy Luciani, Baher Elgohari, Hesham Elhalawani, Guadalupe Canahuate, David M. Vock, Clifton D. Fuller, G. Elisabeta Marai

IEEE Trans. Vis. Comput. Graph., 2020

A spatial neighborhood methodology for computing and analyzing lymph node carcinoma similarity in precision medicine.

Timothy Luciani, Andrew Wentzel, Baher Elgohari, Hesham Elhalawani, Abdallah Sherif Radwan Mohamed, Guadalupe Canahuate, David M. Vock, Clifton D. Fuller, G. Elisabeta Marai

J. Biomed. Informatics X, 2020

High-dimensional similarity searches using query driven dynamic quantization and distributed indexing.

Gheorghi Guzun, Guadalupe Canahuate

Distributed Parallel Databases, 2020

Explainable Spatial Clustering: Leveraging Spatial Data in Radiation Oncology.

Andrew Wentzel, Guadalupe Canahuate, Lisanne van Dijk, Abdallah Sherif Radwan Mohamed, Clifton David Fuller, G. Elisabeta Marai

Proceedings of the 31st IEEE Visualization Conference, 2020

2019

Precision Risk Analysis of Cancer Therapy with Interactive Nomograms and Survival Plots.

G. Elisabeta Marai, Chihua Ma, Andrew Thomas Burks, Filippo Pellolio, Guadalupe Canahuate, David M. Vock, Abdallah Sherif Radwan Mohamed, Clifton David Fuller

IEEE Trans. Vis. Comput. Graph., 2019

2018

Bitmap-Based Index Structures.

Guadalupe Canahuate, Hakan Ferhatosmanoglu

Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Distributed query-aware quantization for high-dimensional similarity searches.

Gheorghi Guzun, Guadalupe Canahuate

Proceedings of the 21st International Conference on Extending Database Technology, 2018

2017

Supporting Dynamic Quantization for High-Dimensional Data Analytics.

Gheorghi Guzun, Guadalupe Canahuate

Proceedings of the ExploreDB'17, Chicago, IL, USA, May 19, 2017, 2017

2016

Hybrid query optimization for hard-to-compress bit-vectors.

Gheorghi Guzun, Guadalupe Canahuate

VLDB J., 2016

Performance evaluation of word-aligned compression methods for bitmap indices.

Gheorghi Guzun, Guadalupe Canahuate

Knowl. Inf. Syst., 2016

A Two-Phase MapReduce Algorithm for Scalable Preference Queries over High-Dimensional Data.

Gheorghi Guzun, Guadalupe Canahuate, David Chiu

Proceedings of the 20th International Database Engineering & Applications Symposium, 2016

On-demand aggregation of gridded data over user-specified spatio-temporal domains.

Joel E. Tosado, Gheorghi Guzun, Guadalupe Canahuate, Ricardo Mantilla

Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, GIS 2016, Burlingame, California, USA, October 31, 2016

Power efficient big data analytics algorithms through low-level operations.

Gheorghi Guzun, Josiah C. McClurg, Guadalupe Canahuate, Raghuraman Mudumbai

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2015

Evaluating work distribution patterns for parallel bitmap compression over SMPs.

Ben McCamish, Xinghui Zhao, David Chiu, Jason Sawin, Guadalupe Canahuate

Proceedings of the Companion Proceedings of the 2015 ACM SIGPLAN International Conference on Systems, 2015

Scalable preference queries for high-dimensional data using map-reduce.

Gheorghi Guzun, Joel E. Tosado, Guadalupe Canahuate

Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

2014

Slicing the Dimensionality: Top-k Query Processing for High-Dimensional Spaces.

Gheorghi Guzun, Joel E. Tosado, Guadalupe Canahuate

Trans. Large Scale Data Knowl. Centered Syst., 2014

Optimizing query execution for variable-aligned length compression of bitmap indices.

Ryan Slechta, Jason Sawin, Ben McCamish, David Chiu, Guadalupe Canahuate

Proceedings of the 18th International Database Engineering & Applications Symposium, 2014

A tunable compression framework for bitmap indices.

Gheorghi Guzun, Guadalupe Canahuate, David Chiu, Jason Sawin

Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014

2013

Dynamic bitmap index recompression through workload-based optimizations.

Fredton Doan, David Chiu, Brasil Perez Lukes, Jason Sawin, Gheorghi Guzun, Guadalupe Canahuate

Proceedings of the 17th International Database Engineering & Applications Symposium, 2013

2009

Bitmap-based Index Structures.

Guadalupe Canahuate, Hakan Ferhatosmanoglu

Proceedings of the Encyclopedia of Database Systems, 2009

Vector space search engines that maximise expected user utility.

Nilgun Ferhatosmanoglu, Theodore T. Allen, Guadalupe Canahuate

Int. J. Math. Oper. Res., 2009

Secondary bitmap indexes with vertical and horizontal partitioning.

Guadalupe Canahuate, Tan Apaydin, Ahmet Sacan, Hakan Ferhatosmanoglu

Proceedings of the EDBT 2009, 2009

2008

Online Index Recommendations for High-Dimensional Databases Using Query Workloads.

Michael Gibas, Guadalupe Canahuate, Hakan Ferhatosmanoglu

IEEE Trans. Knowl. Data Eng., 2008

Dynamic data organization for bitmap indices.

Tan Apaydin, Hakan Ferhatosmanoglu, Guadalupe Canahuate, Ali Saman Tosun

Proceedings of the 3rd International ICST Conference on Scalable Information Systems, 2008

2007

Update Conscious Bitmap Indices.

Guadalupe Canahuate, Michael Gibas, Hakan Ferhatosmanoglu

Proceedings of the 19th International Conference on Scientific and Statistical Database Management, 2007

2006

Efficient parallel processing of range queries through replicated declustering.

Hakan Ferhatosmanoglu, Ali Saman Tosun, Guadalupe Canahuate, Aravind Ramachandran

Distributed Parallel Databases, 2006

Approximate Encoding for Direct Access and Query Processing over Compressed Bitmaps.

Tan Apaydin, Guadalupe Canahuate, Hakan Ferhatosmanoglu, Ali Saman Tosun

Proceedings of the 32nd International Conference on Very Large Data Bases, 2006

Indexing Incomplete Databases.

Guadalupe Canahuate, Michael Gibas, Hakan Ferhatosmanoglu

Proceedings of the Advances in Database Technology, 2006