| 2018 | Randomization-Based Knowledge Discovery with Application to Weather Prediction. | Lydia Bouzar-Benlabiod, Stuart H. Rubin, Lila Mziani |
| 2018 | Knowledge-Based Randomization for Amplification. | Thouraya Bouabana-Tebibel, Stuart H. Rubin, Lydia Bouzar-Benlabiod, Miled Basma Bentaiba-Lagrid, Maria Roumaissa Hanini |
| 2018 | Knowledge Amplification Using Randomization in Case-Based Reasoning - Case Study: Severity of Mammography Mass. | Miled Basma Bentaiba-Lagrid, Lydia Bouzar-Benlabiod, Stuart H. Rubin, Thouraya Bouabana-Tebibel, Maria Roumaissa Hanini |
| 2018 | Identifying Medicare Provider Fraud with Unsupervised Machine Learning. | Richard A. Bauder, Raquel da Rosa, Taghi M. Khoshgoftaar |
| 2018 | Medicare Fraud Detection Using Random Forest with Class Imbalanced Big Data. | Richard A. Bauder, Taghi M. Khoshgoftaar |
| 2018 | A Survey of Medicare Data Processing and Integration for Fraud Detection. | Richard A. Bauder, Taghi M. Khoshgoftaar |
| 2018 | A Graduate School Recommendation System Using the Multi-Class Support Vector Machine and KNN Approaches. | Alisha Banskota, Yiu-Kai Ng |
| 2018 | Ontology-Based Supervised Concept Learning for the Biogeochemical Literature. | Deya Banisakher, Maria E. Presa Reyes, Joshua D. Eisenberg, Joshua Allen, Mark A. Finlayson, Ren Price, Shu-Ching Chen |
| 2018 | Speaker Verification Using Adapted Bounded Gaussian Mixture Model. | Muhammad Azam, Nizar Bouguila |
| 2018 | Decentralized IoT Data Management Using BlockChain and Trusted Execution Environment. | Gbadebo Ayoade, Vishal Karande, Latifur Khan, Kevin W. Hamlen |
| 2018 | Compositional Data Analysis with PLS-DA and Security Applications. | Divya Ankam, Nizar Bouguila |
| 2018 | Adversarial Anomaly Detection Using Centroid-Based Clustering. | Imrul Chowdhury Anindya, Murat Kantarcioglu |
| 2018 | Recommending Scientific Collaboration Based on Topical, Authors and Venues Similarities. | Abdulrhman M. Alshareef, Mohammed F. Alhamid, Abdulmotaleb El Saddik |
| 2018 | Classification for Authorship of Tweets by Comparing Logistic Regression and Naive Bayes Classifiers. | Opeyemi Aborisade, Mohd Anwar |
| 2018 | Universal Metadata Repository: Integrating Data Profiles Across an Organization. | Neda Abolhassani, Colin Puri, Sonali Parthasarathy, Zhijie Wang, Matthew Kujawinski, Teresa Tung, Lakshmish Ramaswamy |
| 2018 | Deep Learning Based vs. Markov Chain Based Text Generation for Cross Domain Adaptation for Sentiment Classification. | Omar Abdelwahab, Adel Elmaghraby |
| 2017 | Unsupervised Terminological Ontology Learning Based on Hierarchical Topic Modeling. | Xiaofeng Zhu, Diego Klabjan, Patrick N. Bless |
| 2017 | A Software Solution for Preventing Alzheimer's Disease Based on MapReduce Framework. | Manal Zettam, Jalal Laassiri, Noureddine Enneya |
| 2017 | Analysis of Transfer Learning Performance Measures. | Karl R. Weiss, Taghi M. Khoshgoftaar |
| 2017 | A Hybrid Machine Learning Method for Finding Depression Related Publications by Eliminating Outlier Publications. | Zhibo Wang, Long Ma, Yanqing Zhang |
| 2017 | Link Prediction and Hybrid Strategies for Updating a Social Graph Snapshot via a Limited API. | Norases Vesdapunt, Hector Garcia-Molina |
| 2017 | FA-MCADF: Feature Affinity Based Multiple Correspondence Analysis and Decision Fusion Framework for Disaster Information Management. | Haiman Tian, Shu-Ching Chen, Stuart H. Rubin, William K. Grefe |
| 2017 | Towards Managing Complex Data Sharing Policies with the Min Mask Sketch. | Stephen Smart, Christan Grant |
| 2017 | Fresh-Phish: A Framework for Auto-Detection of Phishing Websites. | Hossein Shirazi, Kyle Haefner, Indrakshi Ray |
| 2017 | Predicting Movie Market Revenue Using Social Media Data. | Steve Shim, Mohammad Pourhomayoun |