Edmon Begoli
Orcid: 0000-0002-2173-3663
According to our database1,
Edmon Begoli
authored at least 41 papers
between 2012 and 2023.
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Bibliography
2023
Bioinform., February, 2023
Question-Answering System Extracts Information on Injection Drug Use from Clinical Progress Notes.
CoRR, 2023
CoRR, 2023
cpgQA: A Benchmark Dataset for Machine Reading Comprehension Tasks on Clinical Practice Guidelines and a Case Study Using Transfer Learning.
IEEE Access, 2023
Poster: Cognitive Cyber - Dynamic, Adaptive Cyber Defense Systems for Massively Distributed, Autonomous, and Ad-hoc Computing Environments.
Proceedings of the 17th ACM International Conference on Distributed and Event-based Systems, 2023
Poster: StreamToxWatch - Data Poisoning Detector in Distributed, Event-based Environments.
Proceedings of the 17th ACM International Conference on Distributed and Event-based Systems, 2023
2022
BioADAPT-MRC: adversarial learning-based domain adaptation improves biomedical machine reading comprehension task.
Bioinform., 2022
Improving Efficiency and Robustness of Transformer-based Information Retrieval Systems.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022
2021
Watermarks in Stream Processing Systems: Semantics and Comparative Analysis of Apache Flink and Google Cloud Dataflow.
Proc. VLDB Endow., 2021
Clinical knowledge extraction via sparse embedding regression (KESER) with multi-center large scale electronic health record data.
npj Digit. Medicine, 2021
What Clinical Trials Can Teach Us about the Development of More Resilient AI for Cybersecurity.
CoRR, 2021
The Sensitivity of Word Embeddings-based Author Detection Models to Semantic-preserving Adversarial Perturbations.
CoRR, 2021
Nomen est Omen - The Role of Signatures in Ascribing Email Author Identity with Transformer Neural Networks.
Proceedings of the IEEE Security and Privacy Workshops, 2021
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
A Lakehouse Architecture for the Management and Analysis of Heterogeneous Data for Biomedical Research and Mega-biobanks.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
2020
Unified Medical Language System resources improve sieve-based generation and Bidirectional Encoder Representations from Transformers (BERT)-based ranking for concept normalization.
J. Am. Medical Informatics Assoc., 2020
Proceedings of the Heterogeneous Data Management, Polystores, and Analytics for Healthcare, 2020
2019
Nat. Mach. Intell., 2019
A minimal set of physiomarkers in continuous high frequency data streams predict adult sepsis onset earlier.
Int. J. Medical Informatics, 2019
One SQL to Rule Them All - an Efficient and Syntactically Idiomatic Approach to Management of Streams and Tables.
Proceedings of the 2019 International Conference on Management of Data, 2019
2018
CoRR, 2018
Apache Calcite: A Foundational Framework for Optimized Query Processing Over Heterogeneous Data Sources.
Proceedings of the 2018 International Conference on Management of Data, 2018
Proceedings of the 34th IEEE International Conference on Data Engineering Workshops, 2018
Improving Quality of Observational Streaming Medical Data by Using Long Short-Term Memory Networks (LSTMs).
Proceedings of the 34th IEEE International Conference on Data Engineering Workshops, 2018
SynthNotes: A Generator Framework for High-volume, High-fidelity Synthetic Mental Health Notes.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018
2017
The Heidelberg Laureate Forum on the moving frontier between mathematics and computer science.
XRDS, 2017
Proceedings of the Data Management and Analytics for Medicine and Healthcare, 2017
Towards an LSTM-based Approach for Detection of Temporally Anomalous Data in Medical Datasets.
Proceedings of the 22nd International Conference on Information Quality, 2017
An apache calcite-based polystore variation for federated querying of heterogeneous healthcare sources.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017
2016
Real-Time Discovery Services over Large, Heterogeneous and Complex Healthcare Datasets Using Schema-Less, Column-Oriented Methods.
Proceedings of the Second IEEE International Conference on Big Data Computing Service and Applications, 2016
Towards a heterogeneous, polystore-like data architecture for the US Department of Veteran Affairs (VA) enterprise analytics.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016
2015
Proceedings of the 2015 XSEDE Conference: Scientific Advancements Enabled by Enhanced Cyberinfrastructure, St. Louis, MO, USA, July 26, 2015
2013
Proceedings of the IEEE International Systems Conference, 2013
Performance Implications from Sizing a VM on Multi-core Systems: A Data Analytic Application's View.
Proceedings of the 2013 IEEE International Symposium on Parallel & Distributed Processing, 2013
Towards an Integrative Computational Foundation for Applied Behavior Analysis in Early Autism Interventions.
Proceedings of the Artificial Intelligence in Education - 16th International Conference, 2013
2012
Proceedings of the 2012 Joint Working IEEE/IFIP Conference on Software Architecture and European Conference on Software Architecture, 2012
A short survey on the state of the art in architectures and platforms for large scale data analysis and knowledge discovery from data.
Proceedings of the 2012 Joint Working IEEE/IFIP Conference on Software Architecture and European Conference on Software Architecture, 2012
Architectures and platforms for knowledge discovery from data: workshop at WICSA/ECSA 2012.
Proceedings of the 2012 Joint Working IEEE/IFIP Conference on Software Architecture and European Conference on Software Architecture, 2012
Proceedings of the 4th USENIX Workshop on Hot Topics in Cloud Computing, 2012