Ashok N. Srivastava

43 papers A* 7A 1B 2C 2Journal 25Unranked 4
YearRankTypeTitle / Venue / Authors
2019 J jnl
Implementing and Validating Air Passenger-Centric Metrics Using Mobile Phone Data.
J. Aerosp. Inf. Syst.
Aude Marzuoli, Emmanuel Boidot, Eric Feron, Ashok N. Srivastava
2017 J jnl
AIAA Journal of Aerospace Information Systems 2016 Year-End Review.
J. Aerosp. Inf. Syst.
Ashok N. Srivastava
2015 J jnl
Analysis of Flight Data Using Clustering Techniques for Detecting Abnormal Operations.
J. Aerosp. Inf. Syst.
Lishuai Li, Santanu Das, R. John Hansman, Rafael Palacios, Ashok N. Srivastava
2014 J jnl
Building the Journal of Aerospace Information Systems: A Successful First Year.
J. Aerosp. Inf. Syst.
Ashok N. Srivastava
2013 J jnl
Announcing the Journal of Aerospace Information Systems.
J. Aerosp. Inf. Syst.
Ashok N. Srivastava
2013 C conf
Anomaly detection in flight recorder data: A dynamic data-driven approach.
ACC
Santanu Das, Soumalya Sarkar, Asok Ray, Ashok N. Srivastava, Donald L. Simon
2013 A* conf
EventCube: multi-dimensional search and mining of structured and text data.
KDD
Fangbo Tao, Kin Hou Lei, Jiawei Han, ChengXiang Zhai, Xiao Cheng, Marina Danilevsky, Nihit Desai, Bolin Ding, Jing Ge, Heng Ji, Rucha Kanade, Anne Kao, Qi Li, Yanen Li, Cindy Xide Lin, Jialu Liu, Nikunj C. Oza, Ashok N. Srivastava, Rodney Tjoelker, Chi Wang, Duo Zhang, Bo Zhao
2013 J jnl
Software health management with Bayesian networks.
Innov. Syst. Softw. Eng.
Johann Schumann, Timmy Mbaya, Ole J. Mengshoel, Knot Pipatsrisawat, Ashok N. Srivastava, Arthur Choi, Adnan Darwiche
2013 J jnl
Software health management: a necessity for safety critical systems.
Innov. Syst. Softw. Eng.
Ashok N. Srivastava, Johann Schumann
2013 J jnl
Sparse inverse kernel Gaussian Process regression.
Stat. Anal. Data Min.
Kamalika Das, Ashok N. Srivastava
2013 J jnl
Special Issue on CIDU '11.
Stat. Anal. Data Min.
Ashok N. Srivastava, Nitesh V. Chawla
2013 J jnl
Understanding large text corpora via sparse machine learning.
Stat. Anal. Data Min.
Laurent El Ghaoui, Vu Pham, Guan-Cheng Li, Viet-An Duong, Ashok N. Srivastava, Kanishka Bhaduri
2012 — conf
Foreword.
CIDU
Nitesh V. Chawla, Ashok N. Srivastava
2012 J jnl
Greener aviation with virtual sensors: a case study.
Data Min. Knowl. Discov.
Ashok N. Srivastava
2011 J jnl
Efficient Keyword-Based Search for Top-K Cells in Text Cube.
IEEE Trans. Knowl. Data Eng.
Bolin Ding, Bo Zhao, Cindy Xide Lin, Jiawei Han, ChengXiang Zhai, Ashok N. Srivastava, Nikunj C. Oza
2011 J jnl
Privacy-Preserving Outlier Detection Through Random Nonlinear Data Distortion.
IEEE Trans. Syst. Man Cybern. Part B
Kanishka Bhaduri, Mark D. Stefanski, Ashok N. Srivastava
2011 — ed.
Proceedings of the 2011 Conference on Intelligent Data Understanding, CIDU 2011, October 19-21, 2011, Mountain View, California, USA
CIDU
Ashok N. Srivastava, Nitesh V. Chawla, Amal Shehan Perera
2011 — conf
Sparse Inverse Gaussian Process Regression with Application to Climate Network Discovery.
CIDU
Kamalika Das, Ashok N. Srivastava
2011 — conf
Sparse Machine Learning Methods for Understanding Large Text Corpora.
CIDU
Laurent El Ghaoui, Guan-Cheng Li, Viet-An Duong, Vu Pham, Ashok N. Srivastava, Kanishka Bhaduri
2011 J jnl
Special issue on the best papers of the Conference on Intelligent Data Understanding (CIDU 2010).
Stat. Anal. Data Min.
Ashok N. Srivastava, Nitesh V. Chawla
2011 J jnl
Trajectory Clustering and an Application to Airspace Monitoring.
IEEE Trans. Intell. Transp. Syst.
Maxime Gariel, Ashok N. Srivastava, Eric Feron
2010 A* conf
Block-GP: Scalable Gaussian Process Regression for Multimodal Data.
ICDM
Kamalika Das, Ashok N. Srivastava
2010 J jnl
Decadal Variations in NDVI and Food Production in India.
Remote. Sens.
Cristina Milesi, Arindam Samanta, Hirofumi Hashimoto, K. Krishna Kumar, Sangram Ganguly, Prasad S. Thenkabail, Ashok N. Srivastava, Ramakrishna R. Nemani, Ranga B. Myneni
2010 A* conf
Fast and Flexible Multivariate Time Series Subsequence Search.
ICDM
Kanishka Bhaduri, Qiang Zhu, Nikunj C. Oza, Ashok N. Srivastava
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
2010 — ed.
Proceedings of the 2010 Conference on Intelligent Data Understanding, CIDU 2010, October 5-6, 2010, Mountain View, California, USA
CIDU
Ashok N. Srivastava, Nitesh V. Chawla, Philip S. Yu, Paul Melby
2010 — conf
Towards software health management with bayesian networks.
FoSER
Johann Schumann, Ole J. Mengshoel, Ashok N. Srivastava, Adnan Darwiche
2010 J jnl
Trajectory Clustering and an Application to Airspace Monitoring
CoRR
Maxime Gariel, Ashok N. Srivastava, Eric Feron
2010 B conf
Who Guards the Guardians? - Toward V&V of Health Management Software - (Short Paper).
RV
Johann Schumann, Ashok N. Srivastava, Ole J. Mengshoel
2009 A* conf
?-Anomica: A Fast Support Vector Based Novelty Detection Technique.
ICDM
Santanu Das, Kanishka Bhaduri, Nikunj C. Oza, Ashok N. Srivastava
2009 A* conf
A Local Scalable Distributed Expectation Maximization Algorithm for Large Peer-to-Peer Networks.
ICDM
Kanishka Bhaduri, Ashok N. Srivastava
2009 J jnl
Anomaly Detection and Diagnosis Algorithms for Discrete Symbol Sequences with Applications to Airline Safety.
IEEE Trans. Syst. Man Cybern. Part C
Suratna Budalakoti, Ashok N. Srivastava, Matthew Eric Otey
2009 A* conf
Data mining at NASA: from theory to applications.
KDD
Ashok N. Srivastava
2009 J jnl
Detection and Prognostics on Low-Dimensional Systems.
IEEE Trans. Syst. Man Cybern. Part C
Ashok N. Srivastava, Santanu Das
2009 J jnl
Topic modeling for OLAP on multidimensional text databases: topic cube and its applications.
Stat. Anal. Data Min.
Duo Zhang, ChengXiang Zhai, Jiawei Han, Ashok N. Srivastava, Nikunj C. Oza
2005 B conf
An ensemble approach to building Mercer Kernels with prior information.
SMC
Ashok N. Srivastava, Johann Schumann, Bernd Fischer
2005 J jnl
Data Mining: Concepts, Models, Methods, and Algorithms.
J. Comput. Inf. Sci. Eng.
Ashok N. Srivastava
2005 C conf
Improvements in virtual sensors: using spatial information to estimate remote sensing spectra.
IGARSS
Nikunj C. Oza, Ashok N. Srivastava, Julienne C. Stroeve
2005 J jnl
Virtual sensors: using data mining techniques to efficiently estimate remote sensing spectra.
IEEE Trans. Geosci. Remote. Sens.
Ashok N. Srivastava, Nikunj C. Oza, Julienne C. Stroeve
2004 A conf
Mixture Density Mercer Kernels: A Method to Learn Kernels Directly from Data.
SDM
Ashok N. Srivastava
1999 J jnl
Data Mining for Features Using Scale-Sensitive Gated Experts.
IEEE Trans. Pattern Anal. Mach. Intell.
Ashok N. Srivastava, Renjeng Su, Andreas S. Weigend
1995 J jnl
Nonlinear gated experts for time series: discovering regimes and avoiding overfitting.
Int. J. Neural Syst.
Andreas S. Weigend, Morgan Mangeas, Ashok N. Srivastava
1995 J jnl
Predicting conditional probability distributions: a connectionist approach.
Int. J. Neural Syst.
Andreas S. Weigend, Ashok N. Srivastava