Daniel L. C. Mack

Publication Activity (10 Years)

Years Active: 2009-2018
Publications (10 Years): 2

Top Topics

Behavior Patterns

Expert Knowledge

Unsupervised Learning

Top Venues

PAKDD Workshops

IEEE Trans Autom. Sci. Eng.

Publications

Daniel L. C. Mack, Gautam Biswas, Hamed Khorasgani, Dinkar Mylaraswamy, Raj Bharadwaj
Combining expert knowledge and unsupervised learning techniques for anomaly detection in aircraft flight data. Autom. 66 (4) (2018)
Daniel L. C. Mack, Gautam Biswas, Xenofon D. Koutsoukos, Dinkar Mylaraswamy
Learning Bayesian Network Structures to Augment Aircraft Diagnostic Reference Models. IEEE Trans Autom. Sci. Eng. 14 (1) (2017)
John S. Kinnebrew, Daniel L. C. Mack, Gautam Biswas, Chih-Kai Chang
A Differential Approach for Identifying Important Student Learning Behavior Patterns with Evolving Usage over Time. PAKDD Workshops (2014)
John S. Kinnebrew, Daniel L. C. Mack, Gautam Biswas
Mining Temporally-Interesting Learning Behavior Patterns. EDM (2013)
John S. Kinnebrew, Daniel L. C. Mack, Gautam Biswas
A Differential Temporal Interestingness Measure for Identifying the Learning Behavior Effects of Scaffolding. AIED Workshops (2013)
John S. Kinnebrew, Daniel L. C. Mack, Gautam Biswas, Douglas C. Schmidt
Coordination of Planning and Scheduling Techniques for a Distributed, Multi-level, Multi-agent System. ICAART (2) (2010)
Joe Hoffert, Daniel L. C. Mack, Douglas C. Schmidt
Integrating Machine Learning Techniques to Adapt Protocols for QoS-enabled Distributed Real-time and Embedded Publish/Subscribe Middleware. Netw. Protoc. Algorithms 2 (3) (2010)
Joe Hoffert, Daniel L. C. Mack, Douglas C. Schmidt
Using machine learning to maintain pub/sub system QoS in dynamic environments. ARM (2009)