Managing the academic data lifecycle: A case study of HPCC. - Michael E. Payne; Linh Bao Ngo; Flavio Villanustre; Amy W. Apon (IEEE BigData, 2014)

Large-scale entity extraction and probabilistic record linkage. - Flavio Villanustre (CTS, 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 (IRI, 2014)

Big data trends and evolution: a human perspective. - Flavio Villanustre (RIIT, 2014)

Dynamic Provisioning of Data Intensive Computing Middleware Frameworks: A Case Study. - Linh Bao Ngo; Michael E. Payne; Flavio Villanustre; Richard Taylor; Amy W. Apon (SCREAM@HPDC, 2015)

Unsupervised Learning and Image Classification in High Performance Computing Cluster. - Itauma Itauma; Melih S. Aslan; Flavio Villanustre; Xue-wen Chen 001 (ICMLA, 2015)

Industrial Big Data Analytics: Lessons from the Trenches. - Flavio Villanustre (BIGDSE@ICSE, 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)

Graph Processing with Massive Datasets: A Kel Primer. - David Bayliss; Flavio Villanustre (Big Data Technologies and Applications, 2016)

Introduction to Big Data. - Borko Furht; Flavio Villanustre (Big Data Technologies and Applications, 2016)

Unsupervised Learning and Image Classification in High Performance Computing Cluster. - Itauma Itauma; Melih S. Aslan; Xue-wen Chen 001; Flavio Villanustre (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 (Big Data Technologies and Applications, 2016)

Modeling Ebola Spread and Using HPCC/KEL System. - Jesse Shaw; Flavio Villanustre; Borko Furht; Ankur Agarwal; Abhishek Jain (Big Data Technologies and Applications, 2016)

Social Network Analytics: Hidden and Complex Fraud Schemes. - Flavio Villanustre; Borko Furht (Big Data Technologies and Applications, 2016)

HPCC Systems for Cyber Security Analytics. - Flavio Villanustre; Mauricio Renzi (Big Data Technologies and Applications, 2016)

Trilogy: Data placement to improve performance and robustness of cloud computing. - Chin-Jung Hsu; Vincent W. Freeh; Flavio Villanustre (IEEE BigData, 2017)

Large-scale distributed L-BFGS. - Maryam M. Najafabadi; Taghi M. Khoshgoftaar; Flavio Villanustre; John Holt (J. Big Data, 2017)

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)

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)

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)

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)

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, 2023)

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, 2024)

Model Inversion Attacks and Prevention Tactics Using the HPCC Systems Platform. - Andrew Bala Abhilash Polisetty; Nandini Shankara Murthy; Yong Shi; Hugo Watanuki; Flavio Villanustre; Robert Foreman (ICAIC, 2025)

Unsupervised feature selection and class labeling for credit card fraud. - Robert K. L. Kennedy; Flavio Villanustre; Taghi M. Khoshgoftaar (J. Big Data, 2025)