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Gheorghi Guzun
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Year
A tunable compression framework for bitmap indices
G Guzun, G Canahuate, D Chiu, J Sawin
2014 IEEE 30th international conference on data engineering, 484-495, 2014
702014
Hybrid query optimization for hard-to-compress bit-vectors
G Guzun, G Canahuate
The VLDB Journal 25, 339-354, 2016
192016
Slicing the dimensionality: Top-k query processing for high-dimensional spaces
G Guzun, J Tosado, G Canahuate
Transactions on Large-Scale Data-and Knowledge-Centered Systems XIV, 26-50, 2014
132014
A two-phase mapreduce algorithm for scalable preference queries over high-dimensional data
G Guzun, G Canahuate, D Chiu
Proceedings of the 20th International Database Engineering & Applications …, 2016
102016
Performance evaluation of word-aligned compression methods for bitmap indices
G Guzun, G Canahuate
Knowledge and information systems 48, 277-304, 2016
92016
Supporting dynamic quantization for high-dimensional data analytics
G Guzun, G Canahuate
Proceedings of the ExploreDB'17, 1-6, 2017
52017
Scalable preference queries for high-dimensional data using map-reduce
G Guzun, JE Tosado, G Canahuate
2015 IEEE International Conference on Big Data (Big Data), 2243-2252, 2015
52015
High-dimensional similarity searches using query driven dynamic quantization and distributed indexing
G Guzun, G Canahuate
Distributed and parallel databases 38 (2), 255-286, 2020
42020
Power efficient big data analytics algorithms through low-level operations
G Guzun, JC McClurg, G Canahuate, R Mudumbai
2016 IEEE International Conference on Big Data (Big Data), 355-361, 2016
42016
Faster Multidimensional Data Queries on Infrastructure Monitoring Systems
Y Qin, G Guzun
Big Data Research 27, 100288, 2022
32022
Distributed query-aware quantization for high-dimensional similarity searches
G Guzun, G Canahuate
Advances in Database Technology: Proceedings. International Conference on …, 2018
22018
On-demand aggregation of gridded data over user-specified spatio-temporal domains
JE Tosado, G Guzun, G Canahuate, R Mantilla
Proceedings of the 24th ACM SIGSPATIAL International Conference on advances …, 2016
22016
Dynamic bitmap index recompression through workload-based optimizations
F Doan, D Chiu, BP Lukes, J Sawin, G Guzun, G Canahuate
Proceedings of the 17th International Database Engineering & Applications …, 2013
12013
Prospection of Peptide Inhibitors of Thrombin from Diverse Origins Using a Machine Learning Pipeline
N Balakrishnan, R Katkar, PV Pham, T Downey, P Kashyap, ...
Bioengineering 10 (11), 1300, 2023
2023
CLP: A Platform for Competitive Learning
A Vats, G Guzun, DC Anastasiu
European Conference on Technology Enhanced Learning, 615-622, 2022
2022
Using Competitive Learning to Increase Student Engagement
DC Anastasiu, G Guzun
2021
Accelerating Data Analytics
G Guzun
2021
Multidimensional Preference Query Optimization on Infrastructure Monitoring Systems
Y Qin, G Guzun
2019 IEEE International Conference on Big Data (Big Data), 3727-3736, 2019
2019
Predictive Analytics for University Admission Yield Estimation
G Guzun
2019
Distributed indexing and scalable query processing for interactive big data explorations
G Guzun
University of Iowa, 2016
2016
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Articles 1–20