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2020 – today
- 2024
[j8]Robert K. L. Kennedy, Flavio Villanustre
, Taghi M. Khoshgoftaar, Zahra Salekshahrezaee:
Synthesizing class labels for highly imbalanced credit card fraud detection data. J. Big Data 11(1): 38 (2024)- 2023
- [j7]Robert K. L. Kennedy, Zahra Salekshahrezaee, Flavio Villanustre, Taghi M. Khoshgoftaar:
Iterative cleaning and learning of big highly-imbalanced fraud data using unsupervised learning. J. Big Data 10(1): 106 (2023) - 2021
- [j6]Flavio Villanustre, Arjuna Chala, Roger Dev, Lili Xu, Jesse Shaw, Borko Furht, Taghi M. Khoshgoftaar:
Modeling and tracking Covid-19 cases using Big Data analytics on HPCC system platformm. J. Big Data 8(1): 33 (2021) - 2020
- [j5]Joffrey L. Leevy, Taghi M. Khoshgoftaar, Flavio Villanustre:
Survey on RNN and CRF models for de-identification of medical free text. J. Big Data 7(1): 73 (2020)
2010 – 2019
- 2019
- [j4]Robert K. L. Kennedy, Taghi M. Khoshgoftaar, Flavio Villanustre, Timothy Humphrey:
A parallel and distributed stochastic gradient descent implementation using commodity clusters. J. Big Data 6: 16 (2019) - [j3]Victor M. Herrera, Taghi M. Khoshgoftaar, Flavio Villanustre, Borko Furht:
Random forest implementation and optimization for Big Data analytics on LexisNexis's high performance computing cluster platform. J. Big Data 6: 68 (2019) - 2017
- [j2]Maryam M. Najafabadi, Taghi M. Khoshgoftaar, Flavio Villanustre, John Holt:
Large-scale distributed L-BFGS. J. Big Data 4: 22 (2017) - [c8]Chin-Jung Hsu, Vincent W. Freeh, Flavio Villanustre:
Trilogy: Data placement to improve performance and robustness of cloud computing. IEEE BigData 2017: 2442-2451 - 2016
- [p7]Borko Furht, Flavio Villanustre:
Introduction to Big Data. Big Data Technologies and Applications 2016: 3-11 - [p6]Maryam M. Najafabadi, Flavio Villanustre, Taghi M. Khoshgoftaar, Naeem Seliya, Randall Wald, Edin Muharemagic:
Deep Learning Techniques in Big Data Analytics. Big Data Technologies and Applications 2016: 133-156 - [p5]David Bayliss, Flavio Villanustre:
Graph Processing with Massive Datasets: A Kel Primer. Big Data Technologies and Applications 2016: 307-328 - [p4]Flavio Villanustre, Mauricio Renzi:
HPCC Systems for Cyber Security Analytics. Big Data Technologies and Applications 2016: 331-339 - [p3]Flavio Villanustre, Borko Furht:
Social Network Analytics: Hidden and Complex Fraud Schemes. Big Data Technologies and Applications 2016: 341-346 - [p2]Jesse Shaw, Flavio Villanustre, Borko Furht, Ankur Agarwal, Abhishek Jain:
Modeling Ebola Spread and Using HPCC/KEL System. Big Data Technologies and Applications 2016: 347-385 - [p1]Itauma Itauma, Melih S. Aslan, Xue-wen Chen, Flavio Villanustre:
Unsupervised Learning and Image Classification in High Performance Computing Cluster. Big Data Technologies and Applications 2016: 387-400 - [e1]Borko Furht, Flavio Villanustre:
Big Data Technologies and Applications. Springer 2016, ISBN 978-3-319-44548-9 [contents] - 2015
- [j1]Maryam M. Najafabadi, Flavio Villanustre, Taghi M. Khoshgoftaar, Naeem Seliya, Randall Wald, Edin Muharemagic:
Deep learning applications and challenges in big data analytics. J. Big Data 2: 1 (2015) - [c7]Linh Bao Ngo, Michael E. Payne, Flavio Villanustre, Richard Taylor, Amy W. Apon:
Dynamic Provisioning of Data Intensive Computing Middleware Frameworks: A Case Study. SCREAM@HPDC 2015: 3-10 - [c6]Itauma Itauma, Melih S. Aslan, Flavio Villanustre, Xue-wen Chen:
Unsupervised Learning and Image Classification in High Performance Computing Cluster. ICMLA 2015: 576-581 - [c5]Flavio Villanustre:
Industrial Big Data Analytics: Lessons from the Trenches. BIGDSE@ICSE 2015: 1-3 - 2014
- [c4]Michael E. Payne, Linh Bao Ngo, Flavio Villanustre, Amy W. Apon:
Managing the academic data lifecycle: A case study of HPCC. IEEE BigData 2014: 22-30 - [c3]Flavio Villanustre:
Large-scale entity extraction and probabilistic record linkage. CTS 2014: 85 - [c2]Randall Wald, Flavio Villanustre, Taghi M. Khoshgoftaar, Richard Zuech, Jarvis Robinson, Edin Muharemagic:
Using feature selection and classification to build effective and efficient firewalls. IRI 2014: 850-854 - [c1]Flavio Villanustre:
Big data trends and evolution: a human perspective. RIIT 2014: 1-2
Coauthor Index
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