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Scenario-driven architecture assessment methodology for large data analysis systems.

E. Begoli, T. Chila, и W. Inmon. SysCon, стр. 51-55. IEEE, (2013)

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Edmon Roffael

Keith Morgan Edmonds

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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. W., V. Castro, P. Schubert, V. Panickan, T. Cai и 13 other автор(ы). npj Digit. Medicine, (2021)Real-Time Discovery Services over Large, Heterogeneous and Complex Healthcare Datasets Using Schema-Less, Column-Oriented Methods.E. Begoli, T. Dunning, и C. Frasure. BigDataService, стр. 257-264. IEEE Computer Society, (2016)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. WICSA/ECSA Companion Volume, том 704 из ACM International Conference Proceeding Series, стр. 177-183. ACM, (2012)A Lakehouse Architecture for the Management and Analysis of Heterogeneous Data for Biomedical Research and Mega-biobanks.E. Begoli, I. Goethert, и K. Knight. IEEE BigData, стр. 4643-4651. IEEE, (2021)Evaluating Text Analytic Frameworks for Mental Health Surveillance.B. Mayer, J. Arnold, E. Begoli, E. Rush, M. Drewry, K. Brown, E. Ponce, и S. Srinivas. ICDE Workshops, стр. 39-47. IEEE Computer Society, (2018)Towards an LSTM-based Approach for Detection of Temporally Anomalous Data in Medical Datasets.M. Bowie, E. Begoli, B. Park, и J. Bopaiah. ICIQ, (2017)Question-Answering System Extracts Information on Injection Drug Use from Clinical Progress Notes.M. Mahbub, I. Goethert, I. Danciu, K. Knight, S. Srinivasan, S. Tamang, K. Rozenberg-Ben-Dror, H. Solares, S. Martins, E. Begoli и 1 other автор(ы). CoRR, (2023)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, и S. Bethard. J. Am. Medical Informatics Assoc., 27 (10): 1510-1519 (2020)Effects of Real-Life Traffic Sign Alteration on YOLOv7- an Object Recognition Model.F. Riya, S. Hoque, M. Onim, E. Michaud, и E. Begoli. CoRR, (2023)Improving Efficiency and Robustness of Transformer-based Information Retrieval Systems.E. Begoli, S. Srinivasan, и M. Mahbub. SIGIR, стр. 3433-3435. ACM, (2022)

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