Guadalupe Canahuate

47 papers A* 2B 7C 4Journal 21Unranked 11

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	DITTO: A Visual Digital Twin for Interventions and Temporal Treatment Outcomes in Head and Neck Cancer. IEEE Trans. Vis. Comput. Graph. Andrew Wentzel, Serageldin Attia, Xinhua Zhang, Guadalupe Canahuate, Clifton David Fuller, G. Elisabeta Marai
2025	—	`conf`	FlavorCharter: Development of a Smartphone App for Quantifying Food Flavor. ICDM (Workshops) Francesco Botto, Guadalupe Canahuate, Xinhua Zhang, Clifton D. Fuller, G. Elisabeta Marai
2025	—	`conf`	Lessons from the Development and Deployment of an Interactive Oncological Risk Estimator. VAHC Nafiul Nipu, L. V. van Dijk, Guadalupe Canahuate, Clifton David Fuller, G. Elisabeta Marai
2025	J	`jnl`	PRO-Based Stratification Improves Model Prediction for Toxicity and Survival of Head and Neck Cancer Patients. IEEE J. Biomed. Health Informatics Eric Ababio Anyimadu, Yaohua Wang, Carla Floricel, Serageldin Kamel, Clifton David Fuller, Xinhua Zhang, G. Elisabeta Marai, Guadalupe Canahuate
2024	—	`conf`	Collaborative Filtering for the Imputation of Patient Reported Outcomes. DEXA (1) Eric Ababio Anyimadu, Clifton David Fuller, Xinhua Zhang, G. Elisabeta Marai, Guadalupe Canahuate
2024	J	`jnl`	DITTO: A Visual Digital Twin for Interventions and Temporal Treatment Outcomes in Head and Neck Cancer. CoRR Andrew Wentzel, Serageldin Attia, Xinhua Zhang, Guadalupe Canahuate, Clifton David Fuller, G. Elisabeta Marai
2024	J	`jnl`	Roses Have Thorns: Understanding the Downside of Oncological Care Delivery Through Visual Analytics and Sequential Rule Mining. IEEE Trans. Vis. Comput. Graph. Carla Floricel, Andrew Wentzel, Abdallah Sherif Radwan Mohamed, Clifton David Fuller, Guadalupe Canahuate, G. Elisabeta Marai
2023	J	`jnl`	DASS Good: Explainable Data Mining of Spatial Cohort Data. Comput. Graph. Forum Andrew Wentzel, Carla Floricel, Guadalupe Canahuate, Mohamed A. Naser, Abdallah S. Mohamed, Clifton D. Fuller, Lisanne van Dijk, G. Elisabeta Marai
2023	J	`jnl`	DASS Good: Explainable Data Mining of Spatial Cohort Data. CoRR Andrew Wentzel, Carla Floricel, Guadalupe Canahuate, Mohamed A. Naser, Abdallah S. Mohamed, Clifton David Fuller, Lisanne van Dijk, G. Elisabeta Marai
2023	B	`conf`	Evaluating Autoencoders for Dimensionality Reduction of MRI-derived Radiomics and Classification of Malignant Brain Tumors. SSDBM Mikayla Biggs, Yaohua Wang, Neetu Soni, Sarv Priya, Girish Bathla, Guadalupe Canahuate
2023	—	`conf`	Improving Prediction of Late Symptoms using LSTM and Patient-reported Outcomes for Head and Neck Cancer Patients. ICHI Yaohua Wang, Lisanne van Dijk, Abdallah Sherif Radwan Mohamed, Mohamed A. Naser, Clifton David Fuller, Xinhua Zhang, G. Elisabeta Marai, Guadalupe Canahuate
2023	J	`jnl`	Roses Have Thorns: Understanding the Downside of Oncological Care Delivery Through Visual Analytics and Sequential Rule Mining. CoRR Carla Floricel, Andrew Wentzel, Abdallah S. Mohamed, Clifton David Fuller, Guadalupe Canahuate, G. Elisabeta Marai
2022	B	`conf`	A Tale of Two Centers: Visual Exploration of Health Disparities in Cancer Care. PacificVis Sanjana Srabanti, Michael Tran, Virginie Achim, Clifton D. Fuller, Guadalupe Canahuate, Fabio Miranda, G. Elisabeta Marai
2022	J	`jnl`	Representative random sampling: an empirical evaluation of a novel bin stratification method for model performance estimation. Stat. Comput. Michael C. Rendleman, Brian J. Smith, Guadalupe Canahuate, Terry A. Braun, John M. Buatti, Thomas L. Casavant
2022	J	`jnl`	THALIS: Human-Machine Analysis of Longitudinal Symptoms in Cancer Therapy. IEEE Trans. Vis. Comput. Graph. Carla Floricel, Nafiul Nipu, Mikayla Biggs, Andrew Wentzel, Guadalupe Canahuate, Lisanne van Dijk, Abdallah Sherif Radwan Mohamed, Clifton David Fuller, G. Elisabeta Marai
2021	B	`conf`	Identifying Symptom Clusters Through Association Rule Mining. AIME Mikayla Biggs, Carla Floricel, Lisanne van Dijk, Abdallah Sherif Radwan Mohamed, Clifton David Fuller, G. Elisabeta Marai, Xinhua Zhang, Guadalupe Canahuate
2021	C	`conf`	Predicting late symptoms of head and neck cancer treatment using LSTM and patient reported outcomes. IDEAS Yaohua Wang, Guadalupe Canahuate, Lisanne van Dijk, Abdallah Sherif Radwan Mohamed, Clifton David Fuller, Xinhua Zhang, Georgeta Elisabeta Marai
2021	J	`jnl`	THALIS: Human-Machine Analysis of Longitudinal Symptoms in Cancer Therapy. CoRR Carla Floricel, Nafiul Nipu, Mikayla Biggs, Andrew Wentzel, Guadalupe Canahuate, Lisanne van Dijk, Abdallah Sherif Radwan Mohamed, Clifton David Fuller, G. Elisabeta Marai
2020	J	`jnl`	A spatial neighborhood methodology for computing and analyzing lymph node carcinoma similarity in precision medicine. J. Biomed. Informatics X Timothy Luciani, Andrew Wentzel, Baher Elgohari, Hesham Elhalawani, Abdallah Sherif Radwan Mohamed, Guadalupe Canahuate, David M. Vock, Clifton D. Fuller, G. Elisabeta Marai
2020	J	`jnl`	Cohort-based T-SSIM Visual Computing for Radiation Therapy Prediction and Exploration. IEEE Trans. Vis. Comput. Graph. Andrew Wentzel, Peter Hanula, Timothy Luciani, Baher Elgohari, Hesham Elhalawani, Guadalupe Canahuate, David M. Vock, Clifton D. Fuller, G. Elisabeta Marai
2020	—	`conf`	Explainable Spatial Clustering: Leveraging Spatial Data in Radiation Oncology. IEEE VIS (Short Papers) Andrew Wentzel, Guadalupe Canahuate, Lisanne van Dijk, Abdallah Sherif Radwan Mohamed, Clifton David Fuller, G. Elisabeta Marai
2020	J	`jnl`	Explainable Spatial Clustering: Leveraging Spatial Data in Radiation Oncology. CoRR Andrew Wentzel, Guadalupe Canahuate, Lisanne van Dijk, Abdallah Sherif Radwan Mohamed, Clifton David Fuller, G. Elisabeta Marai
2020	J	`jnl`	High-dimensional similarity searches using query driven dynamic quantization and distributed indexing. Distributed Parallel Databases Gheorghi Guzun, Guadalupe Canahuate
2019	J	`jnl`	Precision Risk Analysis of Cancer Therapy with Interactive Nomograms and Survival Plots. IEEE Trans. Vis. Comput. Graph. G. Elisabeta Marai, Chihua Ma, Andrew Thomas Burks, Filippo Pellolio, Guadalupe Canahuate, David M. Vock, Abdallah Sherif Radwan Mohamed, Clifton David Fuller
2018	—	`ch.`	Bitmap-Based Index Structures. Encyclopedia of Database Systems (2nd ed.) Guadalupe Canahuate, Hakan Ferhatosmanoglu
2018	B	`conf`	Distributed query-aware quantization for high-dimensional similarity searches. EDBT Gheorghi Guzun, Guadalupe Canahuate
2017	—	`conf`	Supporting Dynamic Quantization for High-Dimensional Data Analytics. ExploreDB@SIGMOD/PODS Gheorghi Guzun, Guadalupe Canahuate
2016	C	`conf`	A Two-Phase MapReduce Algorithm for Scalable Preference Queries over High-Dimensional Data. IDEAS Gheorghi Guzun, Guadalupe Canahuate, David Chiu
2016	J	`jnl`	Hybrid query optimization for hard-to-compress bit-vectors. VLDB J. Gheorghi Guzun, Guadalupe Canahuate
2016	—	`conf`	On-demand aggregation of gridded data over user-specified spatio-temporal domains. SIGSPATIAL/GIS Joel E. Tosado, Gheorghi Guzun, Guadalupe Canahuate, Ricardo Mantilla
2016	J	`jnl`	Performance evaluation of word-aligned compression methods for bitmap indices. Knowl. Inf. Syst. Gheorghi Guzun, Guadalupe Canahuate
2016	—	`conf`	Power efficient big data analytics algorithms through low-level operations. IEEE BigData Gheorghi Guzun, Josiah C. McClurg, Guadalupe Canahuate, Raghuraman Mudumbai
2015	—	`conf`	Evaluating work distribution patterns for parallel bitmap compression over SMPs. SPLASH (Companion Volume) Ben McCamish, Xinghui Zhao, David Chiu, Jason Sawin, Guadalupe Canahuate
2015	—	`conf`	Scalable preference queries for high-dimensional data using map-reduce. IEEE BigData Gheorghi Guzun, Joel E. Tosado, Guadalupe Canahuate
2014	A*	`conf`	A tunable compression framework for bitmap indices. ICDE Gheorghi Guzun, Guadalupe Canahuate, David Chiu, Jason Sawin
2014	C	`conf`	Optimizing query execution for variable-aligned length compression of bitmap indices. IDEAS Ryan Slechta, Jason Sawin, Ben McCamish, David Chiu, Guadalupe Canahuate
2014	J	`jnl`	Slicing the Dimensionality: Top-k Query Processing for High-Dimensional Spaces. Trans. Large Scale Data Knowl. Centered Syst. Gheorghi Guzun, Joel E. Tosado, Guadalupe Canahuate
2013	C	`conf`	Dynamic bitmap index recompression through workload-based optimizations. IDEAS Fredton Doan, David Chiu, Brasil Perez Lukes, Jason Sawin, Gheorghi Guzun, Guadalupe Canahuate
2009	—	`ch.`	Bitmap-based Index Structures. Encyclopedia of Database Systems Guadalupe Canahuate, Hakan Ferhatosmanoglu
2009	B	`conf`	Secondary bitmap indexes with vertical and horizontal partitioning. EDBT Guadalupe Canahuate, Tan Apaydin, Ahmet Sacan, Hakan Ferhatosmanoglu
2009	J	`jnl`	Vector space search engines that maximise expected user utility. Int. J. Math. Oper. Res. Nilgun Ferhatosmanoglu, Theodore T. Allen, Guadalupe Canahuate
2008	—	`conf`	Dynamic data organization for bitmap indices. Infoscale Tan Apaydin, Hakan Ferhatosmanoglu, Guadalupe Canahuate, Ali Saman Tosun
2008	J	`jnl`	Online Index Recommendations for High-Dimensional Databases Using Query Workloads. IEEE Trans. Knowl. Data Eng. Michael Gibas, Guadalupe Canahuate, Hakan Ferhatosmanoglu
2007	B	`conf`	Update Conscious Bitmap Indices. SSDBM Guadalupe Canahuate, Michael Gibas, Hakan Ferhatosmanoglu
2006	A*	`conf`	Approximate Encoding for Direct Access and Query Processing over Compressed Bitmaps. VLDB Tan Apaydin, Guadalupe Canahuate, Hakan Ferhatosmanoglu, Ali Saman Tosun
2006	J	`jnl`	Efficient parallel processing of range queries through replicated declustering. Distributed Parallel Databases Hakan Ferhatosmanoglu, Ali Saman Tosun, Guadalupe Canahuate, Aravind Ramachandran
2006	B	`conf`	Indexing Incomplete Databases. EDBT Guadalupe Canahuate, Michael Gibas, Hakan Ferhatosmanoglu