1st Edition
Reuse in Intelligent Systems
Experimental Studies on the Impact of Data Sampling with Severely Imbalanced big data
Tawfiq Hasanin, Taghi M. Khoshgoftaar, and Richard A. Bauder
How to Optimally Combine Univariate and Multivariate Feature Selection with Data Sampling for Classifying Noisy, High Dimensional and Class Imbalanced DNA Microarray Data
Ahmad Abu Shanab and Taghi M. Khoshgoftaar
Big Data and Class Imbalance in Medicare Fraud Detection
Richard A. Bauder and Taghi M. Khoshgoftaar
Movie Recommendations Based on a Recurrent Neural Network Model
Yiu-Kai Ng
A Recommendation System Enhanced by Topic Modeling for Knowledge Reuse in MOOCs Ecosystems
Rodrigo Campos, Rodrigo Pereira dos Santos, and Jonice Oliveira
Towards a Computer Vision Based Approach for Developing Algorithms for Soccer Playing Robots
Patrick Hansen, Philip Franco, and Seung-yun Kim
Context-dependent Reachability Analysis for Hybrid Systems
Stefan Schupp, Justin Winkens, and Erika Abraham
Netflow Feature Evaluation for the Detection of Slow Read HTTP Attacks
Cliff Kemp Chad Calvert and Taghi M. Khoshgoftaar
Predictive Analysis of Server Log Data for Forecasting Events
Reeta Suman, Behrouz Far, Emad A. Mohammed, and Sanaz Janbakhsh
Biography
Stuart H. Rubin has a PhD in Information Science from Lehigh University and a certificate for Embodied Intelligence from MIT. He was an ONT Post-Doctoral Fellow and a tenured professor of computer science at CMU. He has over 39 Navy patents, over 332 publications – including five book chapters plus five books, and has received five publication awards. He is a Fellow of the IEEE, SIRI, the NAI, and the AAAS.
Lydia Bouzar-Benlabiod is an assitant professor at Laboratoire de Communication des Systèmes Informatiques (LCSI), Ecole Nationale Supérieure d’Informatique (ESI, Algeria). She received a PhD degree in Computer Science from ESI and from Université d’Artois (France) in 2015. She received a magisterial degree from ESI in 2010. She is a member of The International Society of Applied Intelligence. She has co-edited a book (published by Springer) and a special issue of the ISF Springer journal with Dr. Stuart Rubin.
