Bryan L. Matthews

17 papers A* 4A 1Journal 6Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Improving Variational Autoencoder using Random Fourier Transformation: An Aviation Safety Anomaly Detection Case-Study.
CoRR
Ata Akbari Asanjan, Milad Memarzadeh, Bryan L. Matthews, Nikunj C. Oza
2017 — conf
ASK-the-Expert: Active Learning Based Knowledge Discovery Using the Expert.
ECML/PKDD (3)
Kamalika Das, Ilya Avrekh, Bryan L. Matthews, Manali Sharma, Nikunj C. Oza
2017 A* conf
Finding Precursors to Anomalous Drop in Airspeed During a Flight's Takeoff.
KDD
Vijay Manikandan Janakiraman, Bryan L. Matthews, Nikunj C. Oza
2016 — conf
Active Learning with Rationales for Identifying Operationally Significant Anomalies in Aviation.
ECML/PKDD (3)
Manali Sharma, Kamalika Das, Mustafa Bilgic, Bryan L. Matthews, David Nielsen, Nikunj C. Oza
2016 A conf
Discovery of Precursors to Adverse Events using Time Series Data.
SDM
Vijay Manikandan Janakiraman, Bryan L. Matthews, Nikunj C. Oza
2016 A* conf
Semi-Markov Switching Vector Autoregressive Model-Based Anomaly Detection in Aviation Systems.
KDD
Igor Melnyk, Arindam Banerjee, Bryan L. Matthews, Nikunj C. Oza
2016 J jnl
Semi-Markov Switching Vector Autoregressive Model-based Anomaly Detection in Aviation Systems.
CoRR
Igor Melnyk, Arindam Banerjee, Bryan L. Matthews, Nikunj C. Oza
2016 J jnl
Vector Autoregressive Model-Based Anomaly Detection in Aviation Systems.
J. Aerosp. Inf. Syst.
Igor Melnyk, Bryan L. Matthews, Hamed Valizadegan, Arindam Banerjee, Nikunj C. Oza
2015 — conf
Large scale support vector regression for aviation safety.
IEEE BigData
Kamalika Das, Kanishka Bhaduri, Bryan L. Matthews, Nikunj C. Oza
2014 J jnl
Discovering Anomalous Aviation Safety Events Using Scalable Data Mining Algorithms.
J. Aerosp. Inf. Syst.
Bryan L. Matthews, Santanu Das, Kanishka Bhaduri, Kamalika Das, Rodney Martin, Nikunj C. Oza
2013 J jnl
Discovering Anomalous Aviation Safety Events Using Scalable Data Mining Algorithms.
J. Aerosp. Inf. Syst.
Bryan L. Matthews, Santanu Das, Kanishka Bhaduri, Kamalika Das, Rodney Martin, Nikunj C. Oza
2012 — conf
Aircraft anomaly detection using performance models trained on fleet data.
CIDU
Dimitry Gorinevsky, Bryan L. Matthews, Rodney Martin
2011 A* conf
Algorithms for speeding up distance-based outlier detection.
KDD
Kanishka Bhaduri, Bryan L. Matthews, Chris Giannella
2011 — conf
Detecting Abnormal Machine Characteristics in Cloud Infrastructures.
ICDM Workshops
Kanishka Bhaduri, Kamalika Das, Bryan L. Matthews
2010 A* conf
Multiple kernel learning for heterogeneous anomaly detection: algorithm and aviation safety case study.
KDD
Santanu Das, Bryan L. Matthews, Ashok N. Srivastava, Nikunj C. Oza
2009 — conf
Bringing web 2.0 to government research: a case study.
CHI Extended Abstracts
Francesca A. Barrientos, Elizabeth A. Foughty, Dawn M. McIntosh, Bryan L. Matthews
2009 J jnl
Unsupervised Anomaly Detection for Liquid-Fueled Rocket Propulsion Health Monitoring.
J. Aerosp. Comput. Inf. Commun.
Mark Schwabacher, Nikunj C. Oza, Bryan L. Matthews