Flavio Villanustre

According to our database, Flavio Villanustre authored at least 23 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Synthesizing class labels for highly imbalanced credit card fraud detection data.

Robert K. L. Kennedy, Flavio Villanustre, Taghi M. Khoshgoftaar, Zahra Salekshahrezaee

J. Big Data, December, 2024

2023

Iterative cleaning and learning of big highly-imbalanced fraud data using unsupervised learning.

Robert K. L. Kennedy, Zahra Salekshahrezaee, Flavio Villanustre, Taghi M. Khoshgoftaar

J. Big Data, December, 2023

2021

Modeling and tracking Covid-19 cases using Big Data analytics on HPCC system platformm.

Flavio Villanustre, Arjuna Chala, Roger Dev, Lili Xu, Jesse Shaw, Borko Furht, Taghi M. Khoshgoftaar

J. Big Data, 2021

2020

Survey on RNN and CRF models for de-identification of medical free text.

Joffrey L. Leevy, Taghi M. Khoshgoftaar, Flavio Villanustre

J. Big Data, 2020

2019

A parallel and distributed stochastic gradient descent implementation using commodity clusters.

Robert K. L. Kennedy, Taghi M. Khoshgoftaar, Flavio Villanustre, Timothy Humphrey

J. Big Data, 2019

Random forest implementation and optimization for Big Data analytics on LexisNexis's high performance computing cluster platform.

Victor M. Herrera, Taghi M. Khoshgoftaar, Flavio Villanustre, Borko Furht

J. Big Data, 2019

2017

Large-scale distributed L-BFGS.

Maryam M. Najafabadi, Taghi M. Khoshgoftaar, Flavio Villanustre, John Holt

J. Big Data, 2017

Trilogy: Data placement to improve performance and robustness of cloud computing.

Chin-Jung Hsu, Vincent W. Freeh, Flavio Villanustre

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016

HPCC Systems for Cyber Security Analytics.

Flavio Villanustre, Mauricio Renzi

Proceedings of the Big Data Technologies and Applications, 2016

Social Network Analytics: Hidden and Complex Fraud Schemes.

Flavio Villanustre, Borko Furht

Proceedings of the Big Data Technologies and Applications, 2016

Modeling Ebola Spread and Using HPCC/KEL System.

Jesse Shaw, Flavio Villanustre, Borko Furht, Ankur Agarwal, Abhishek Jain

Proceedings of the Big Data Technologies and Applications, 2016

Deep Learning Techniques in Big Data Analytics.

Maryam M. Najafabadi, Flavio Villanustre, Taghi M. Khoshgoftaar, Naeem Seliya, Randall Wald, Edin Muharemagic

Proceedings of the Big Data Technologies and Applications, 2016

Unsupervised Learning and Image Classification in High Performance Computing Cluster.

Itauma Itauma, Melih S. Aslan, Xue-wen Chen, Flavio Villanustre

Proceedings of the Big Data Technologies and Applications, 2016

Introduction to Big Data.

Borko Furht, Flavio Villanustre

Proceedings of the Big Data Technologies and Applications, 2016

Graph Processing with Massive Datasets: A Kel Primer.

David Bayliss, Flavio Villanustre

Proceedings of the Big Data Technologies and Applications, 2016

2015

Deep learning applications and challenges in big data analytics.

Maryam M. Najafabadi, Flavio Villanustre, Taghi M. Khoshgoftaar, Naeem Seliya, Randall Wald, Edin Muharemagic

J. Big Data, 2015

Industrial Big Data Analytics: Lessons from the Trenches.

Flavio Villanustre

Proceedings of the 1st IEEE/ACM International Workshop on Big Data Software Engineering, 2015

Unsupervised Learning and Image Classification in High Performance Computing Cluster.

Itauma Itauma, Melih S. Aslan, Flavio Villanustre, Xue-wen Chen

Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015

Dynamic Provisioning of Data Intensive Computing Middleware Frameworks: A Case Study.

Linh Bao Ngo, Michael E. Payne, Flavio Villanustre, Richard Taylor, Amy W. Apon

Proceedings of the 1st Workshop on The Science of Cyberinfrastructure, 2015

2014

Big data trends and evolution: a human perspective.

Flavio Villanustre

Proceedings of the 3rd annual conference on Research in information technology, 2014

Using feature selection and classification to build effective and efficient firewalls.

Randall Wald, Flavio Villanustre, Taghi M. Khoshgoftaar, Richard Zuech, Jarvis Robinson, Edin Muharemagic

Proceedings of the 15th IEEE International Conference on Information Reuse and Integration, 2014

Large-scale entity extraction and probabilistic record linkage.

Flavio Villanustre

Proceedings of the 2014 International Conference on Collaboration Technologies and Systems, 2014

Managing the academic data lifecycle: A case study of HPCC.

Michael E. Payne, Linh Bao Ngo, Flavio Villanustre, Amy W. Apon

Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014