Academic publications supported by the HPCC Systems project
- Lorraine Chapman
- Hugo Watanuki
- Sharon Vanairsdale
The following papers and publications have been produced over the years by professors and students who have collaborated with us as part of our academic program and a number of LexisNexis Risk Solutions employees. We are proud to have supported our academic partners and colleagues in their research.
Have you contributed to a paper or publication supported by HPCC Systems in some way? Or do you have a publication coming soon? Please tell us about it and contact us to tell us more about your research.
| Year | Title | Author(s) | Accredited Organization |
|---|---|---|---|
| 2024 | |||
| Processing and analysis of Big Data for Machine Learning algorithm application with Myriad interface using the HPCC Systems platform (in Brazilian Portuguese) | Mauro Marques | LexisNexis Risk Solutions | |
| Auto-Detection of Field-Level Dependencies in Data Workflow on a Distributed Platform | Y Surya; Sumanth Hedge; Jyoti Shetty; Shobha G; and Dan Camper | Rashtreeya Vidyalaya College of Engineering, India | |
| Local outlier factor for Anomaly Detection in HPCC Systems | Arya Adesh; G Shobha; Jyoti Shetty; and Lili Xu | Rashtreeya Vidyalaya College of Engineering, India | |
| Semantic Type Detection or Unlabelled Dataset | Akanksha A Pai; Manoj M; Deeptha Giridhar; Sharon Thomas; Jyoti Shetty; Shobha G | Rashtreeya Vidyalaya College of Engineering, India | |
| Synthesizing class labels for highly imbalanced credit card fraud detection data | Robert Kennedy, Flavio Villanustre, Taghi M. Khoshgoftaar, and Zahra Salekshahrezaee | Florida Atlantic University, USA | |
| Analyzing Blockchain Data to Detect Bitcoin Addresses Involved in Illicit Activities Using Anomaly Detection | Sarthak Sharan, Divye Sancheti, Dr Shobha G, Jyoti Shetty, Arjuna Chala, Hugo Watanuki | Rashtreeya Vidyalaya College of Engineering, India | |
| 2023 | |||
| Iterative cleaning and learning of big highly-imbalanced fraud data using unsupervised learning | Robert Kennedy, Zahra Salekshahrezaee, Flavio Villanustre, and Taghi M. Khoshgoftaar | Florida Atlantic University, USA | |
| Emotions detection in social media posts | Pedro Lima Rodrigues, Renato de Oliveira Moraes, Hugo Watanuki, David de Hilster | University of São Paulo, Brazil | |
| Estimating the Number of Clusters for the K-Means Algorithm in a Big Data Context | Bruno Costa, Renato de Oliveira Moraes, Hugo Watanuki | University of São Paulo, Brazil | |
| Causal Inference and Conditional Independence Testing with RCoT | Mayank Agarwal , Abhay H. Kashyap , G. Shobha , Jyothi Shetty , and Roger Dev | Rashtreeya Vidyalaya College of Engineering, India | |
| Analysis of the Surface Water Quality in the State of Karnataka using Distributed Platform | Shravya Dasu, Shobha G, Jyothi Shetty | Rashtreeya Vidyalaya College of Engineering, India | |
| HPCC Systems log monitoring in the cloud (in Brazilian Portuguese) | Nathália Ribas, PAtricia Plentz, Alysson Oliveira, Hugo Watanuki | Universidade Federal de Santa Catarina, Campus Florianópolis, Brazil | |
| Illicit Activity Detection in Bitcoin Transactions using Timeseries Analysis | Rohan Maheshwari, Sriram Praveen V A, Shobha G, Jyoti Shetty, Arjuna Chala, Hugo Watanuki | Rashtreeya Vidyalaya College of Engineering, India | |
| 2022 | |||
| Rashtreeya Vidyalaya College of Engineering, India | |||
Optimal lockdown policy for vaccination during COVID-19 pandemic | Yuting Fu, Hanqing Jin, Haitao Xiang, Ning Wang | Oxford University, UK | |
| 2021 | |||
Big Data and Logistic Regression Applied to Analysis of Loan Requests (in Brazilian Portuguese) | André Fontanez Bravo, Renato de Oliveira Moraes, Hugo Martinelli Watanuki | University of São Paulo, Brazil | |
VR Supermarket: a Virtual Reality Online Shopping Platform with a Dynamic Recommendation System | Rashtreeya Vidyalaya College of Engineering, India | ||
Design and Implementation of HSQL: A SQL-like language for Data Analysis in Distributed Systems | Anurag Singh Bhadauria, Atreya Bain, Jyoti Shetty, Shobha G, Arjuna Chala, Jeremy Clements | Rashtreeya Vidyalaya College of Engineering, India | |
Parallelizing filter-and-verification based exact set similarity joins on multicores | Fabian Fier, Johann-Christoph Freytag | Humboldt University of Berlin | |
| Scaling Up Set Similarity Joins Using a Cost-Based Distributed-Parallel Framework | Fabian Fier, Johann-Christoph Freytag | Humboldt University of Berlin | |
Implementation of generative adversarial networks in HPCC systems using GNN bundle | Ambu Karthik, Jyoti Shetty, Shobha G., Roger Dev | Rashtreeya Vidyalaya College of Engineering, India | |
| Hybrid Density-based Adaptive Clustering using Gaussian Kernel and Grid Search | Varsha R Jenni, Akhil Dua, G Shobha, Jyoti Shetty, Roger Dev | Rashtreeya Vidyalaya College of Engineering, India | |
| Massively scalable density based clustering (DBSCAN) on the HPCC Systems big data platform | Yatish HR, Shubham Milind Phal, Tanmay Sanjay Hukkeri, Lili Xu, Shobha G, Jyoti Shetty, Arjuna Chala | Rashtreeya Vidyalaya College of Engineering, India | |
Modeling and tracking Covid-19 cases using Big Data analytics on HPCC Systems platform | Flavio Villanustre, Arjuna Chala, Roger Dev, Lili Xu, Jesse Shaw, Borko Furst, Taghi Khoshgoftaar | Florida Atlantic University | |
Orquestração de Aplicações de Computação de Alta Performance em Ambientes Cloud Conteinerizados (in Brazilian Portuguese) | Lucas Varella, Patricia Plentz, Hugo Watanuki, Artur Baruchi | Universidade Federal de Santa Catarina, Campus Florianópolis, Brazil | |
Análise massiva de dados na gestão pública: Uma proposta para identificação de outliers no cadastro de imóveis da prefeitura de São Paulo (in Brazilian Portuguese) | Luiz Fernando Cavalcante Silva, Renato de Oliveira Moraes, Hugo Martinelli Watanuki, Leandro Ramos da Silva | University of São Paulo, Brazil | |
| 2020 | |||
An evaluation of mathematical models for the outbreak of COVID-19 | Oxford University | ||
| Survey on RNN and CRF models for De-identification of Medical Free Text | Joffrey Leevy, Taghi Khoshgoftaar, Flavio Villanustre | Florida Atlantic University | |
Massively Scalable Image Processing on the HPCC Systems Big Data Platform | Shobha G, Shubham Milind Phal, | Rashtreeya Vidyalaya College of Engineering, India | |
| Parallelizing Filter-Verification Based Exact Set Similarity Joins on Multicores | Fabian Fier, Johann-Christoph Freytag | Humboldt University of Berlin | |
| 2019 | |||
Machine Learning Techniques to Detect Fraud in Credit Cards on the HPCC Systems Platform | Rashtreeya Vidyalaya College of Engineering, India | ||
| Rashtreeya Vidyalaya College of Engineering, India | |||
| Rashtreeya Vidyalaya College of Engineering, India | |||
| Design and implementation of Machine Learning Evaluation Metrics on HPCC Systems | Rashtreeya Vidyalaya College of Engineering, India | ||
| A Parallel and Distributed Stochastic Gradient Descent Implementation Using Commodity Clusters | Robert K.L. Kennedy, Taghi M. Khoshgoftaar, Flavio Villanustre, Tim Humphrey | Florida Atlantic University | |
| Random Forest Implementation and Optimization for Big Data Analytics on LexisNexis’s High Performance Computing Cluster Platform | Victor Herrera Cordova, Taghi Khoshgoftaar, Borko Furht, Flavio Villanustre | Florida Atlantic University | |
| A Survey of Machine Learning Algorithms Available on the HPCC Systems | Coming soon | Florida Atlantic University | |
| Unsupervised annotation of phenotypic abnormalities via semantic latent representations on electronic health records | Jingqing Zhang, Xiaoyu Zhang, Kai Sun, Xian Yang, Chengliang Dai, Yike Guo | Imperial College, London | |
| Integrating Semantic Knowledge to Tackle Zero-shot Text Classification | Jingqing Zhang, Piyawat Lertvittayakumjorn, Yike Guo | Imperial College, London | |
| Rashtreeya Vidyalaya College of Engineering, India | |||
| Harsh Mishra, Jayanth S, Jyoti Shetty, Shobha G, Arjuna Chala, Dan Camper | Rashtreeya Vidyalaya College of Engineering, India | ||
Massively Scalable Parallel KMeans on the HPCC Systems Platform | Lili Xu, Amy Apon, Roger Dev, Flavio Villanustre, Arjuna Chala | Clemson University | |
| 2018 | |||
| Dest-ResNet: a Deep Spatiotemporal Residual Network for Hotspot Traffic Speed Prediction | Binbing Liao, Jingqing Zhang | Imperial College, London | |
| Deep Sequence Learning with Auxiliary Information for Traffic Prediction | Binbing Liao, Jingqing Zhang, Chao Wu, Douglas McIlwraith, Tong Chen, Shengwen Yang, Yike Guo, Fei Wu | Imperial College, London | |
| HPCC Benchmarking | Rushikesh Ghatpande | North Carolina State University | |
| Finding better active learners for faster literature reviews | Zhe Yu, Nicholas A. Kraft, Tim Menzies | North Carolina State University | |
| Security Alerting and Event Management in the Era of Machine Learning: Our Experience in the Industry | Flavio Villanustre | LexisNexis Risk Solutions | |
| Cervical Cancer Risk Factors: Exploratory Analysis using HPCC Systems | Omosalewa Itauma, Itauma Itauma | Southern New Hampshire University/Wayne State University | |
| 2017 | |||
| Representativeness of latent dirichlet allocation topics estimated from data samples with application to common crawl | Clemson University | ||
| ECL-watch: A big data application performance tuning tool in the HPCC systems platform | Clemson University | ||
| Large-scale distributed L-BFGS | Maryam M. Najafabadi, Taghi M. Khoshgoftaar, Flavio Villanustre, John Holt | Florida Atlantic University | |
| Learning Text to Image Synthesis with Textual Data Augmentation | Hao Dong, Jingqing Zhang, Douglas McIlwraith, Yike Guo | Imperial College, London | |
| TensorDB: Database Infrastructure for Continuous Machine Learning | F. Liu, A. Oehmichen, J. Zhang, K. Sun, H. Dong, Y.Mo, Y. Guo | Imperial College, London | |
| The Deep Poincare Map: A Novel Approach for Left Ventricle Segmentation | Yuanhan Mo, Fangde Liu, Douglas McIlwraith, Guang Yang, Jingqing Zhang, Taigang He3, and Yike Guo | Imperial College, London | |
| Unsupervised deep kernel for high dimensional data | Ying Xie, Linh Le, Jie Hao | Kennesaw State University | |
| A sentiment-change-driven event discovery system | Lili Zhang, Ying Xie, Guoliang Liu | Kennesaw State University | |
| Trilogy: Data placement to improve performance and robustness of cloud computing | North Carolina State University | ||
| 2016 | |||
| Scalable Dynamic Topic Modeling with Clustered Latent Dirichlet Allocation (CLDA) | Christopher Gropp | Clemson University | |
| Automated cluster provisioning and workflow management for parallel scientific applications in the cloud | Brandon Posey, Christopher Gropp, Alexander Herzog, Amy Apon | Clemson University | |
| Big Data Technologies and Applications | Borko Furht, Flavio Villanustre | Florida Atlantic University | |
| Introduction to Big Data | Borko Furht, Flavio Villanustre | Florida Atlantic University | |
| Social Network Analytics: Hidden and Complex Fraud Schemes | Borko Furht, Flavio Villanustre | Florida Atlantic University | |
| Modeling Ebola Spread and Using HPCC/KEL System | Ankur Agarwal, Abhishek Jain | Florida Atlantic University | |
| The HPCC/ECL Platform for Big Data | David Alan Bayliss, Gavin Halliday, Arjuna Chala, Borko Furht | Florida Atlantic University | |
| Deep Learning Techniques in Big Data Analytics | Flavio Villanustre, Taghi M. Khoshgoftaar, Naeem Seliya, Randall Wald, Edin Muharemagic | Florida Atlantic University | |
| Visualization of big high dimensional data in a three dimensional space | Ying Xie, Jing He, Pooja Chenna, Linh Le | Kennesaw State University | |
| Graph Processing with Massive Datasets: A Kel Primer | Flavio Villanustre | LexisNexis Risk Solutions | |
| HPCC Systems for Cyber Security Analytics | Mauricio Renzi | LexisNexis Risk Solutions | |
| Unsupervised Learning and Image Classification in High Performance Computing Cluster | Wayne State University | ||
| A convex framework for high-dimensional sparse Cholesky based covariance estimation | Kshitij Khare, Syed Rahman, Sang Oh, Bala Rajaratnam | University of Florida | |
| 2015 | |||
| Dynamic Provisioning of Data Intensive Computing Middleware Frameworks: A Case Study | Linh Bao Ngo, Flavio Villanustre, Michael E. Payne, Richard Taylor | Clemson University | |
| Assessing the effect of high performance computing capabilities on academic research output | Linh B. Ngo, Michael E. Payne, Paul W. Wilson | Clemson University | |
| Deep learning applications and challenges in big data analytics | Maryam M Najafabadi, Flavio Villanustre, Taghi M Khoshgoftaar, Naeem Seliya, Randall Wald, Edin Muharemagic | Florida Atlantic University | |
| Industrial big data analytics: lessons from the trenches | Flavio Villanustre | LexisNexis Risk Solutions Group | |
| Commercial Big Data Workloads: Lessons from the Industry | Flavio Villanustre | LexisNexis Risk Solutions Group | |
| 2014 | |||
| Return on Investment from Academic Supercomputing | Greg Newby, Amy Apon, Nick Berente, Rudolph Eigenmann, Susan Fratkin, David Lifka, Craig A. Stewart | Clemson University | |
| Managing the academic data lifecycle: A case study of HPCC | Clemson University | ||
| Using feature selection and classification to build effective and efficient firewalls | Florida Atlantic University | ||
| Large-scale entity extraction and probabilistic record linkage | Flavio Villanustre | LexisNexis Risk Solutions Group | |
| Big data trends and evolution: a human perspective | Flavio Villanustre | LexisNexis Risk Solutions Group | |
| 2013 | |||
| Academic publishing as a social media paradigm | Clemson University | ||
| Efficiency as a Measure of Knowledge Production of Research Universities | Amy W. Apon, Michael E. Payne, Linh Bao Ngo, Paul W. Wilson | Clemson University | |
| 2011 | |||
| Handbook of Data Intensive Computing | Borko Furht, Armando Escalante | LexisNexis Risk Solutions Group | |
| Parallel Processing, Multiprocessors and Virtualization in Data-Intensive Computing | Jonathan Burger, Richard Chapman, Flavio Villanustre | LexisNexis Risk Solutions Group | |
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