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Bryan L. Matthews
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2010 – 2019
- 2017
- [c11]Vijay Manikandan Janakiraman, Bryan L. Matthews, Nikunj C. Oza:
Finding Precursors to Anomalous Drop in Airspeed During a Flight's Takeoff. KDD 2017: 1843-1852 - [c10]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: 395-399 - 2016
- [j4]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): 161-173 (2016) - [c9]Igor Melnyk, Arindam Banerjee, Bryan L. Matthews, Nikunj C. Oza:
Semi-Markov Switching Vector Autoregressive Model-Based Anomaly Detection in Aviation Systems. KDD 2016: 1065-1074 - [c8]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: 209-225 - [c7]Vijay Manikandan Janakiraman, Bryan L. Matthews, Nikunj C. Oza:
Discovery of Precursors to Adverse Events using Time Series Data. SDM 2016: 639-647 - [i1]Igor Melnyk, Arindam Banerjee, Bryan L. Matthews, Nikunj C. Oza:
Semi-Markov Switching Vector Autoregressive Model-based Anomaly Detection in Aviation Systems. CoRR abs/1602.06550 (2016) - 2015
- [c6]Kamalika Das, Kanishka Bhaduri, Bryan L. Matthews, Nikunj C. Oza:
Large scale support vector regression for aviation safety. IEEE BigData 2015: 999-1006 - 2014
- [j3]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): 482 (2014) - 2013
- [j2]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): 467-475 (2013) - 2012
- [c5]Dimitry Gorinevsky, Bryan L. Matthews, Rodney Martin:
Aircraft anomaly detection using performance models trained on fleet data. CIDU 2012: 17-23 - 2011
- [c4]Kanishka Bhaduri, Kamalika Das, Bryan L. Matthews:
Detecting Abnormal Machine Characteristics in Cloud Infrastructures. ICDM Workshops 2011: 137-144 - [c3]Kanishka Bhaduri, Bryan L. Matthews, Chris Giannella:
Algorithms for speeding up distance-based outlier detection. KDD 2011: 859-867 - 2010
- [c2]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: 47-56
2000 – 2009
- 2009
- [j1]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): 464-482 (2009) - [c1]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: 2899-2902
Coauthor Index
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