Flavio Villanustre

发表

Massively Scalable Parallel KMeans on the HPCC Systems Platform

Lili Xu, Amy Apon, Flavio Villanustre, 2019, 2019 4th International Conference on Computational Systems and Information Technology for Sustainable Solution (CSITSS).

Deep Learning Techniques in Big Data Analytics

Taghi M. Khoshgoftaar, Naeem Seliya, Randall Wald, 2016, Big Data Technologies and Applications.

Data Skewer Profile

Flavio Villanustre, 2018 .

Security Alerting and Event Management in the Era of Machine Learning: Our Experience in the Industry

Flavio Villanustre, 2018 .

A parallel and distributed stochastic gradient descent implementation using commodity clusters

Taghi M. Khoshgoftaar, Flavio Villanustre, Robert K. L. Kennedy, 2019, Journal of Big Data.

Introduction to Big Data

Borko Furht, Flavio Villanustre, 2016, Big Data Technologies and Applications.

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

Linh Ngo, Amy W. Apon, Richard Taylor, 2015, SCREAM@HPDC.

Keynote II: Commercial Big Data Workloads: Lessons from the Industry by Flavio Villanustre

Flavio Villanustre, 2015, IISWC 2015.

Modeling Ebola Spread and Using HPCC/KEL System

Ankur Agarwal, Borko Furht, Abhishek Jain, 2016, Big Data Technologies and Applications.

Deep learning applications and challenges in big data analytics

Taghi M. Khoshgoftaar, Naeem Seliya, Randall Wald, 2015, Journal of Big Data.

Industrial Big Data Analytics: Lessons from the Trenches

Flavio Villanustre, 2015, 2015 IEEE/ACM 1st International Workshop on Big Data Software Engineering.

Large-scale distributed L-BFGS

Taghi M. Khoshgoftaar, Maryam M. Najafabadi, Flavio Villanustre, 2017, Journal of Big Data.

Unsupervised Learning and Image Classification in High Performance Computing Cluster

Xue-wen Chen, Melih S. Aslan, Flavio Villanustre, 2016, Big Data Technologies and Applications.

Big Data Technologies and Applications

Borko Furht, Flavio Villanustre, B. Furht, 2016, Springer International Publishing.

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

Taghi M. Khoshgoftaar, Flavio Villanustre, Joffrey L. Leevy, 2020, J. Big Data.

Social Network Analytics: Hidden and Complex Fraud Schemes

Borko Furht, Flavio Villanustre, 2016, Big Data Technologies and Applications.

Parallel Processing, Multiprocessors and Virtualization in Data-Intensive Computing

Richard Chapman, Flavio Villanustre, Jonathan Burger, 2011 .

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

Chin-Jung Hsu, Vincent W. Freeh, Flavio Villanustre, 2017, 2017 IEEE International Conference on Big Data (Big Data).

HPCC Systems for Cyber Security Analytics

Flavio Villanustre, Mauricio Renzi, 2016, Big Data Technologies and Applications.

Graph Processing with Massive Datasets: A Kel Primer

Flavio Villanustre, David Bayliss, 2016, Big Data Technologies and Applications.

Managing the academic data lifecycle: A case study of HPCC

Linh Ngo, Amy W. Apon, Michael E. Payne, 2014, 2014 IEEE International Conference on Big Data (Big Data).

Using feature selection and classification to build effective and efficient firewalls

Taghi M. Khoshgoftaar, Randall Wald, Flavio Villanustre, 2014, Proceedings of the 2014 IEEE 15th International Conference on Information Reuse and Integration (IEEE IRI 2014).

Unsupervised Learning and Image Classification in High Performance Computing Cluster

Melih S. Aslan, Xue-wen Chen, Flavio Villanustre, 2015, 2015 IEEE 14th International Conference on Machine Learning and Applications (ICMLA).

Big data trends and evolution: a human perspective

Flavio Villanustre, 2014, RIIT '14.

Large-scale entity extraction and probabilistic record linkage

Flavio Villanustre, 2014, 2014 International Conference on Collaboration Technologies and Systems (CTS).

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

Taghi M. Khoshgoftaar, Borko Furht, Flavio Villanustre, 2019, Journal of Big Data.

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

Taghi M. Khoshgoftaar, Borko Furht, Lili Xu, 2021, Journal of Big Data.