Bryan L. Matthews

Publication Activity (10 Years)

Years Active: 2009-2017
Publications (10 Years): 8

Top Topics

Active Learning

Support Vector Regression

Anomaly Detection

Semantic Lexicon

Top Venues

J. Aerosp. Inf. Syst.

Publications

Vijay Manikandan Janakiraman, Bryan L. Matthews, Nikunj C. Oza
Finding Precursors to Anomalous Drop in Airspeed During a Flight's Takeoff. KDD (2017)
Kamalika Das, Ilya Avrekh, Bryan L. Matthews, Manali Sharma, Nikunj C. Oza
ASK-the-Expert: Active Learning Based Knowledge Discovery Using the Expert. ECML/PKDD (3) (2017)
Igor Melnyk, Bryan L. Matthews, Hamed Valizadegan, Arindam Banerjee, Nikunj C. Oza
Vector Autoregressive Model-Based Anomaly Detection in Aviation Systems. J. Aerosp. Inf. Syst. 13 (4) (2016)
Igor Melnyk, Arindam Banerjee, Bryan L. Matthews, Nikunj C. Oza
Semi-Markov Switching Vector Autoregressive Model-based Anomaly Detection in Aviation Systems. CoRR (2016)
Vijay Manikandan Janakiraman, Bryan L. Matthews, Nikunj C. Oza
Discovery of Precursors to Adverse Events using Time Series Data. SDM (2016)
Manali Sharma, Kamalika Das, Mustafa Bilgic, Bryan L. Matthews, David Nielsen, Nikunj C. Oza
Active Learning with Rationales for Identifying Operationally Significant Anomalies in Aviation. ECML/PKDD (3) (2016)
Igor Melnyk, Arindam Banerjee, Bryan L. Matthews, Nikunj C. Oza
Semi-Markov Switching Vector Autoregressive Model-Based Anomaly Detection in Aviation Systems. KDD (2016)
Kamalika Das, Kanishka Bhaduri, Bryan L. Matthews, Nikunj C. Oza
Large scale support vector regression for aviation safety. IEEE BigData (2015)
Bryan L. Matthews, Santanu Das, Kanishka Bhaduri, Kamalika Das, Rodney Martin, Nikunj C. Oza
Discovering Anomalous Aviation Safety Events Using Scalable Data Mining Algorithms. J. Aerosp. Inf. Syst. 11 (7) (2014)
Bryan L. Matthews, Santanu Das, Kanishka Bhaduri, Kamalika Das, Rodney Martin, Nikunj C. Oza
Discovering Anomalous Aviation Safety Events Using Scalable Data Mining Algorithms. J. Aerosp. Inf. Syst. 10 (10) (2013)
Dimitry Gorinevsky, Bryan L. Matthews, Rodney Martin
Aircraft anomaly detection using performance models trained on fleet data. CIDU (2012)
Kanishka Bhaduri, Bryan L. Matthews, Chris Giannella
Algorithms for speeding up distance-based outlier detection. KDD (2011)
Kanishka Bhaduri, Kamalika Das, Bryan L. Matthews
Detecting Abnormal Machine Characteristics in Cloud Infrastructures. ICDM Workshops (2011)
Santanu Das, Bryan L. Matthews, Ashok N. Srivastava, Nikunj C. Oza
Multiple kernel learning for heterogeneous anomaly detection: algorithm and aviation safety case study. KDD (2010)
Mark Schwabacher, Nikunj C. Oza, Bryan L. Matthews
Unsupervised Anomaly Detection for Liquid-Fueled Rocket Propulsion Health Monitoring. J. Aerosp. Comput. Inf. Commun. 6 (7) (2009)
Francesca A. Barrientos, Elizabeth A. Foughty, Dawn M. McIntosh, Bryan L. Matthews
Bringing web 2.0 to government research: a case study. CHI Extended Abstracts (2009)