Flavio Villanustre

26 papers C 1Misc 1Journal 9Unranked 7

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Model Inversion Attacks and Prevention Tactics Using the HPCC Systems Platform. ICAIC Andrew Bala Abhilash Polisetty, Nandini Shankara Murthy, Yong Shi, Hugo Watanuki, Flavio Villanustre, Robert Foreman
2025	J	`jnl`	Unsupervised feature selection and class labeling for credit card fraud. J. Big Data Robert K. L. Kennedy, Flavio Villanustre, Taghi M. Khoshgoftaar
2024	J	`jnl`	Synthesizing class labels for highly imbalanced credit card fraud detection data. J. Big Data Robert K. L. Kennedy, Flavio Villanustre, Taghi M. Khoshgoftaar, Zahra Salekshahrezaee
2023	J	`jnl`	Iterative cleaning and learning of big highly-imbalanced fraud data using unsupervised learning. J. Big Data Robert K. L. Kennedy, Zahra Salekshahrezaee, Flavio Villanustre, Taghi M. Khoshgoftaar
2021	J	`jnl`	Modeling and tracking Covid-19 cases using Big Data analytics on HPCC system platformm. J. Big Data Flavio Villanustre, Arjuna Chala, Roger Dev, Lili Xu, Jesse Shaw, Borko Furht, Taghi M. Khoshgoftaar
2020	J	`jnl`	Survey on RNN and CRF models for de-identification of medical free text. J. Big Data Joffrey L. Leevy, Taghi M. Khoshgoftaar, Flavio Villanustre
2019	J	`jnl`	A parallel and distributed stochastic gradient descent implementation using commodity clusters. J. Big Data Robert K. L. Kennedy, Taghi M. Khoshgoftaar, Flavio Villanustre, Timothy Humphrey
2019	J	`jnl`	Random forest implementation and optimization for Big Data analytics on LexisNexis's high performance computing cluster platform. J. Big Data Victor M. Herrera, Taghi M. Khoshgoftaar, Flavio Villanustre, Borko Furht
2017	J	`jnl`	Large-scale distributed L-BFGS. J. Big Data Maryam M. Najafabadi, Taghi M. Khoshgoftaar, Flavio Villanustre, John Holt
2017	—	`conf`	Trilogy: Data placement to improve performance and robustness of cloud computing. IEEE BigData Chin-Jung Hsu, Vincent W. Freeh, Flavio Villanustre
2016	—	`book`	Big Data Technologies and Applications Borko Furht, Flavio Villanustre
2016	—	`ch.`	Deep Learning Techniques in Big Data Analytics. Big Data Technologies and Applications Maryam M. Najafabadi, Flavio Villanustre, Taghi M. Khoshgoftaar, Naeem Seliya, Randall Wald, Edin Muharemagic
2016	—	`ch.`	Graph Processing with Massive Datasets: A Kel Primer. Big Data Technologies and Applications David Bayliss, Flavio Villanustre
2016	—	`ch.`	HPCC Systems for Cyber Security Analytics. Big Data Technologies and Applications Flavio Villanustre, Mauricio Renzi
2016	—	`ch.`	Introduction to Big Data. Big Data Technologies and Applications Borko Furht, Flavio Villanustre
2016	—	`ch.`	Modeling Ebola Spread and Using HPCC/KEL System. Big Data Technologies and Applications Jesse Shaw, Flavio Villanustre, Borko Furht, Ankur Agarwal, Abhishek Jain
2016	—	`ch.`	Social Network Analytics: Hidden and Complex Fraud Schemes. Big Data Technologies and Applications Flavio Villanustre, Borko Furht
2016	—	`ch.`	Unsupervised Learning and Image Classification in High Performance Computing Cluster. Big Data Technologies and Applications Itauma Itauma, Melih S. Aslan, Xue-wen Chen, Flavio Villanustre
2015	J	`jnl`	Deep learning applications and challenges in big data analytics. J. Big Data Maryam M. Najafabadi, Flavio Villanustre, Taghi M. Khoshgoftaar, Naeem Seliya, Randall Wald, Edin Muharemagic
2015	—	`conf`	Dynamic Provisioning of Data Intensive Computing Middleware Frameworks: A Case Study. SCREAM@HPDC Linh Bao Ngo, Michael E. Payne, Flavio Villanustre, Richard Taylor, Amy W. Apon
2015	—	`conf`	Industrial Big Data Analytics: Lessons from the Trenches. BIGDSE@ICSE Flavio Villanustre
2015	C	`conf`	Unsupervised Learning and Image Classification in High Performance Computing Cluster. ICMLA Itauma Itauma, Melih S. Aslan, Flavio Villanustre, Xue-wen Chen
2014	—	`conf`	Big data trends and evolution: a human perspective. RIIT Flavio Villanustre
2014	—	`conf`	Large-scale entity extraction and probabilistic record linkage. CTS Flavio Villanustre
2014	—	`conf`	Managing the academic data lifecycle: A case study of HPCC. IEEE BigData Michael E. Payne, Linh Bao Ngo, Flavio Villanustre, Amy W. Apon
2014	Misc	`conf`	Using feature selection and classification to build effective and efficient firewalls. IRI Randall Wald, Flavio Villanustre, Taghi M. Khoshgoftaar, Richard Zuech, Jarvis Robinson, Edin Muharemagic