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Edmon Begoli
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Cited by
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Design principles for effective knowledge discovery from big data
E Begoli, J Horey
2012 Joint Working IEEE/IFIP Conference on Software Architecture and …, 2012
2212012
The need for uncertainty quantification in machine-assisted medical decision making
E Begoli, T Bhattacharya, D Kusnezov
Nature Machine Intelligence 1 (1), 20-23, 2019
2192019
Apache calcite: A foundational framework for optimized query processing over heterogeneous data sources
E Begoli, J Camacho-Rodríguez, J Hyde, MJ Mior, D Lemire
Proceedings of the 2018 International Conference on Management of Data, 221-230, 2018
1212018
A minimal set of physiomarkers in continuous high frequency data streams predict adult sepsis onset earlier
F van Wyk, A Khojandi, A Mohammed, E Begoli, RL Davis, ...
International journal of medical informatics 122, 55-62, 2019
532019
Understanding the pros and cons of big data analytics
K Bottles, E Begoli, B Worley
Physician executive 40 (4), 6-12, 2014
502014
Big data platforms as a service: challenges and approach
J Horey, E Begoli, R Gunasekaran, SH Lim, J Nutaro
4th USENIX Workshop on Hot Topics in Cloud Computing (HotCloud '12), 2012
452012
A short survey on the state of the art in architectures and platforms for large scale data analysis and knowledge discovery from data
E Begoli
Proceedings of the WICSA/ECSA 2012 Companion Volume, 177-183, 2012
392012
One SQL to rule them all-an efficient and syntactically idiomatic approach to management of streams and tables
E Begoli, T Akidau, F Hueske, J Hyde, K Knight, K Knowles
Proceedings of the 2019 International Conference on Management of Data, 1757 …, 2019
332019
Integrating apache spark into pbs-based hpc environments
T Baer, P Peltz, J Yin, E Begoli
Proceedings of the 2015 XSEDE Conference: Scientific Advancements Enabled by …, 2015
192015
Unified Medical Language System resources improve sieve-based generation and Bidirectional Encoder Representations from Transformers (BERT)–based ranking for concept normalization
D Xu, M Gopale, J Zhang, K Brown, E Begoli, S Bethard
Journal of the American Medical Informatics Association 27 (10), 1510-1519, 2020
162020
Towards a heterogeneous, polystore-like data architecture for the US Department of Veteran Affairs (VA) enterprise analytics
E Begoli, D Kistler, J Bates
2016 IEEE International Conference on Big Data (Big Data), 2550-2554, 2016
152016
Clinical knowledge extraction via sparse embedding regression (KESER) with multi-center large scale electronic health record data
C Hong, E Rush, M Liu, D Zhou, J Sun, A Sonabend, VM Castro, ...
NPJ digital medicine 4 (1), 151, 2021
142021
Real-time discovery services over large, heterogeneous and complex healthcare datasets using schema-less, column-oriented methods
E Begoli, T Dunning, C Frasure
2016 IEEE Second International Conference on Big Data Computing Service and …, 2016
142016
Watermarks in Stream Processing Systems: Semantics and Comparative Analysis ofApache Flink and Google Cloud Dataflow
T Akidau, E Begoli, S Chernyak, F Hueske, K Knight, K Knowles, D Mills, ...
Oak Ridge National Lab.(ORNL), Oak Ridge, TN (United States), 2021
132021
AI reflections in 2019
AS Rich, C Rudin, JD MP, R Freeman, OR Wearn, H Shevlin, D Kanta, ...
Nature Machine Intelligence 2 (1), 2-9, 2020
102020
Unstructured clinical notes within the 24 hours since admission predict short, mid & long-term mortality in adult ICU patients
M Mahbub, S Srinivasan, I Danciu, A Peluso, E Begoli, S Tamang, ...
Plos one 17 (1), e0262182, 2022
72022
Application of EmotionML
F Burkhardt, C Becker-Asano, E Begoli, R Cowie, G Fobe, P Gebhard, ...
5th International Workshop on Emotion, Social Signals, Sentiment & Linked …, 2014
72014
A lakehouse architecture for the management and analysis of heterogeneous data for biomedical research and mega-biobanks
E Begoli, I Goethert, K Knight
2021 IEEE International Conference on Big Data (Big Data), 4643-4651, 2021
52021
Standardized architecture for a mega-biobank phenomic library: the million veteran program (MVP)
KE Knight, J Honerlaw, I Danciu, F Linares, YL Ho, DR Gagnon, E Rush, ...
AMIA Summits on Translational Science Proceedings 2020, 326, 2020
52020
Improving quality of observational streaming medical data by using long short-term memory networks (LSTMs)
M Bowie, E Begoli, B Park
2018 IEEE 34th international conference on data engineering workshops (ICDEW …, 2018
52018
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