A Comparative Study of Data Mining Algorithms for Network Intrusion Detection in the Presence of Poor Quality Data. - Eitel J. M. Lauría; Giri Kumar Tayi (ICIQ, 2003)

Bayesian Machine Learning. - Eitel J. M. Lauría (Encyclopedia of Information Science and Technology (I), 2005)

Effect of Dirty Data on Free Text Discharge Diagnoses used for Automated ICD-9-CM Coding. - Eitel J. M. Lauría; Alan D. March (AMCIS, 2006)

A Bayesian Belief Network for IT implementation decision support. - Eitel J. M. Lauría; Peter Duchessi (Decis. Support Syst., 2006)

Exploring the Behavioral Dimension of Client/Server Technology Implementation: An Empirical Investigation. - Eitel J. M. Lauría (Int. J. Technol. Hum. Interact., 2006)

In Search Of An Accuracy Metric. - Craig W. Fisher; Eitel J. M. Lauría; Carolyn C. Matheus (ICIQ, 2007)

A methodology for developing Bayesian networks: An application to information technology (IT) implementation. - Eitel J. M. Lauría; Peter Duchessi (Eur. J. Oper. Res., 2007)

An Information-Geometric Approach to Learning Bayesian Network Topologies from Data. - Eitel J. M. Lauría (Innovations in Bayesian Networks, 2008)

An Accuracy Metric: Percentages, Randomness, and Probabilities. - Craig W. Fisher; Eitel J. M. Lauría; Carolyn C. Matheus (ACM J. Data Inf. Qual., 2009)

OLAP for Financial Analysis and Planning - A Proof of Concept. - Eitel J. M. Lauría; Carlos A. Greco (ICSOFT (1), 2010)

Quantification, Optimization and Uncertainty Modeling in Information Security Risks: A Matrix-Based Approach. - Sanjay Goel; Eitel J. M. Lauría (Inf. Resour. Manag. J., 2010)

Combining Bayesian Text Classification and Shrinkage to Automate Healthcare Coding: A Data Quality Analysis. - Eitel J. M. Lauría; Alan D. March (ACM J. Data Inf. Qual., 2011)

Mining academic data to improve college student retention: an open source perspective. - Eitel J. M. Lauría; Joshua D. Baron; Mallika Devireddy; Venniraiselvi Sundararaju; Sandeep M. Jayaprakash (LAK, 2012)

Open academic analytics initiative: initial research findings. - Eitel J. M. Lauría; Erik W. Moody; Sandeep M. Jayaprakash; Nagamani Jonnalagadda; Joshua D. Baron (LAK, 2013)

Decision tree models for profiling ski resorts' promotional and advertising strategies and the impact on sales. - Peter Duchessi; Eitel J. M. Lauría (Expert Syst. Appl., 2013)

Open academic early alert system: technical demonstration. - Sandeep M. Jayaprakash; Eitel J. M. Lauría (LAK, 2014)

Early Alert of Academically At-Risk Students: An Open Source Analytics Initiative. - Sandeep M. Jayaprakash; Erik W. Moody; Eitel J. M. Lauría; James R. Regan; Joshua D. Baron (J. Learn. Anal., 2014)

Benchmarking student performance and engagement in an early alert predictive system using interactive radar charts. - Sandeep M. Jayaprakash; Eitel J. M. Lauría; Pritesh Gandhi; Dinesh Mendhe (LAK, 2016)

Stacking Classifiers for Early Detection of Students at Risk. - Eitel J. M. Lauría; Edward Presutti; Maria Kapogiannis; Anuya Kamath (CSEDU (1), 2018)

Boosting Early Detection of Spring Semester Freshmen Attrition: A Preliminary Exploration. - Eitel J. M. Lauría; Eric Stenton; Edward Presutti (CSEDU (2), 2020)

Framing Early Alert of Struggling Students as an Anomaly Detection Problem: An Exploration. - Eitel J. M. Lauría (CSEDU (1), 2021)

Implementing Open-Domain Question-Answering in a College Setting: An End-to-End Methodology and a Preliminary Exploration. - Augusto Gonzalez-Bonorino; Eitel J. M. Lauría; Edward Presutti (CSEDU (2), 2022)

Investigating Flavors of RAG for Applications in College Chatbots. - Christian Sarmiento; Eitel J. M. Lauría (CSEDU (2), 2025)