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ORCIDAshok N. Srivastava
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2010 – 2019
- 2019
[j26]Aude Marzuoli, Emmanuel Boidot, Eric Feron, Ashok N. Srivastava:
Implementing and Validating Air Passenger-Centric Metrics Using Mobile Phone Data. J. Aerosp. Inf. Syst. 16(4): 132-147 (2019)- 2017
- [j25]Ashok N. Srivastava:
AIAA Journal of Aerospace Information Systems 2016 Year-End Review. J. Aerosp. Inf. Syst. 14(1): 1-5 (2017) - 2016
- [j24]Ashok N. Srivastava:
Journal of Aerospace Information Systems 2015 Year-End Review. J. Aerosp. Inf. Syst. 13(1): 1-4 (2016) - 2015
- [j23]Ashok N. Srivastava:
Journal of Aerospace Information Systems Year-End Review. J. Aerosp. Inf. Syst. 12(1): 1-4 (2015) - [j22]Lishuai Li
, Santanu Das, R. John Hansman, Rafael Palacios, Ashok N. Srivastava:
Analysis of Flight Data Using Clustering Techniques for Detecting Abnormal Operations. J. Aerosp. Inf. Syst. 12(9): 587-598 (2015) - 2014
- [j21]Ashok N. Srivastava:
Building the Journal of Aerospace Information Systems: A Successful First Year. J. Aerosp. Inf. Syst. 11(1): 61-62 (2014) - 2013
- [j20]Ashok N. Srivastava, Johann Schumann:
Software health management: a necessity for safety critical systems. Innov. Syst. Softw. Eng. 9(4): 219-233 (2013) - [j19]Johann Schumann, Timmy Mbaya, Ole J. Mengshoel, Knot Pipatsrisawat, Ashok N. Srivastava, Arthur Choi, Adnan Darwiche:
Software health management with Bayesian networks. Innov. Syst. Softw. Eng. 9(4): 271-292 (2013) - [j18]Ashok N. Srivastava:
Announcing the Journal of Aerospace Information Systems. J. Aerosp. Inf. Syst. 10(1): 1 (2013) - [j17]Ashok N. Srivastava, Nitesh V. Chawla:
Special Issue on CIDU '11. Stat. Anal. Data Min. 6(3): 157 (2013) - [j16]Kamalika Das, Ashok N. Srivastava:
Sparse inverse kernel Gaussian Process regression. Stat. Anal. Data Min. 6(3): 205-220 (2013) - [j15]Laurent El Ghaoui, Vu Pham, Guan-Cheng Li, Viet-An Duong, Ashok N. Srivastava, Kanishka Bhaduri:
Understanding large text corpora via sparse machine learning. Stat. Anal. Data Min. 6(3): 221-242 (2013) - [c16]Santanu Das, Soumalya Sarkar, Asok Ray, Ashok N. Srivastava, Donald L. Simon:
Anomaly detection in flight recorder data: A dynamic data-driven approach. ACC 2013: 2668-2673 - [c15]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:
EventCube: multi-dimensional search and mining of structured and text data. KDD 2013: 1494-1497 - 2012
- [j14]Ashok N. Srivastava:
Greener aviation with virtual sensors: a case study. Data Min. Knowl. Discov. 24(2): 443-471 (2012) - [c14]Nitesh V. Chawla, Ashok N. Srivastava:
Foreword. CIDU 2012 - 2011
- [j13]Ashok N. Srivastava, Nitesh V. Chawla:
Special issue on the best papers of the Conference on Intelligent Data Understanding (CIDU 2010). Stat. Anal. Data Min. 4(4): 355-357 (2011) - [j12]Maxime Gariel, Ashok N. Srivastava, Eric Feron:
Trajectory Clustering and an Application to Airspace Monitoring. IEEE Trans. Intell. Transp. Syst. 12(4): 1511-1524 (2011) - [j11]Bolin Ding, Bo Zhao, Cindy Xide Lin, Jiawei Han, Chengxiang Zhai, Ashok N. Srivastava, Nikunj C. Oza:
Efficient Keyword-Based Search for Top-K Cells in Text Cube. IEEE Trans. Knowl. Data Eng. 23(12): 1795-1810 (2011) - [j10]Kanishka Bhaduri, Mark D. Stefanski, Ashok N. Srivastava:
Privacy-Preserving Outlier Detection Through Random Nonlinear Data Distortion. IEEE Trans. Syst. Man Cybern. Part B 41(1): 260-272 (2011) - [c13]Laurent El Ghaoui, Guan-Cheng Li, Viet-An Duong, Vu Pham, Ashok N. Srivastava, Kanishka Bhaduri:
Sparse Machine Learning Methods for Understanding Large Text Corpora. CIDU 2011: 159-173 - [c12]Kamalika Das, Ashok N. Srivastava:
Sparse Inverse Gaussian Process Regression with Application to Climate Network Discovery. CIDU 2011: 233-247 - [e2]Ashok N. Srivastava, Nitesh V. Chawla, Amal Shehan Perera:
Proceedings of the 2011 Conference on Intelligent Data Understanding, CIDU 2011, October 19-21, 2011, Mountain View, California, USA. NASA Ames Research Center 2011 [contents] - 2010
- [j9]Cristina Milesi, Arindam Samanta, Hirofumi Hashimoto, K. Krishna Kumar, Sangram Ganguly, Prasad S. Thenkabail, Ashok N. Srivastava, Ramakrishna R. Nemani, Ranga B. Myneni:
Decadal Variations in NDVI and Food Production in India. Remote. Sens. 2(3): 758-776 (2010) - [c11]Kanishka Bhaduri, Qiang Zhu, Nikunj C. Oza, Ashok N. Srivastava:
Fast and Flexible Multivariate Time Series Subsequence Search. ICDM 2010: 48-57 - [c10]Kamalika Das, Ashok N. Srivastava:
Block-GP: Scalable Gaussian Process Regression for Multimodal Data. ICDM 2010: 791-796 - [c9]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 - [c8]Johann Schumann, Ashok N. Srivastava, Ole J. Mengshoel:
Who Guards the Guardians? - Toward V&V of Health Management Software - (Short Paper). RV 2010: 399-404 - [c7]Johann Schumann, Ole J. Mengshoel, Ashok N. Srivastava, Adnan Darwiche:
Towards software health management with bayesian networks. FoSER 2010: 331-336 - [e1]Ashok N. Srivastava, Nitesh V. Chawla, Philip S. Yu, Paul Melby:
Proceedings of the 2010 Conference on Intelligent Data Understanding, CIDU 2010, October 5-6, 2010, Mountain View, California, USA. NASA Ames Research Center 2010 [contents] - [i1]Maxime Gariel, Ashok N. Srivastava, Eric Feron:
Trajectory Clustering and an Application to Airspace Monitoring. CoRR abs/1001.5007 (2010)
2000 – 2009
- 2009
- [j8]Duo Zhang, ChengXiang Zhai, Jiawei Han, Ashok N. Srivastava, Nikunj C. Oza:
Topic modeling for OLAP on multidimensional text databases: topic cube and its applications. Stat. Anal. Data Min. 2(5-6): 378-395 (2009) - [j7]Ashok N. Srivastava, Santanu Das:
Detection and Prognostics on Low-Dimensional Systems. IEEE Trans. Syst. Man Cybern. Part C 39(1): 44-54 (2009) - [j6]Suratna Budalakoti, Ashok N. Srivastava, Matthew Eric Otey:
Anomaly Detection and Diagnosis Algorithms for Discrete Symbol Sequences with Applications to Airline Safety. IEEE Trans. Syst. Man Cybern. Part C 39(1): 101-113 (2009) - [c6]Kanishka Bhaduri, Ashok N. Srivastava:
A Local Scalable Distributed Expectation Maximization Algorithm for Large Peer-to-Peer Networks. ICDM 2009: 31-40 - [c5]Santanu Das, Kanishka Bhaduri, Nikunj C. Oza, Ashok N. Srivastava:
?-Anomica: A Fast Support Vector Based Novelty Detection Technique. ICDM 2009: 101-109 - [c4]Ashok N. Srivastava:
Data mining at NASA: from theory to applications. KDD 2009: 7-8 - 2005
- [j5]Ashok N. Srivastava:
Data Mining: Concepts, Models, Methods, and Algorithms. J. Comput. Inf. Sci. Eng. 5(4): 394-395 (2005) - [j4]Ashok N. Srivastava, Nikunj C. Oza, Julienne C. Stroeve:
Virtual sensors: using data mining techniques to efficiently estimate remote sensing spectra. IEEE Trans. Geosci. Remote. Sens. 43(3): 590-600 (2005) - [c3]Nikunj C. Oza, Ashok N. Srivastava, Julienne C. Stroeve:
Improvements in virtual sensors: using spatial information to estimate remote sensing spectra. IGARSS 2005: 5606-5609 - [c2]Ashok N. Srivastava, Johann Schumann, Bernd Fischer:
An ensemble approach to building Mercer Kernels with prior information. SMC 2005: 2352-2359 - 2004
- [c1]Ashok N. Srivastava:
Mixture Density Mercer Kernels: A Method to Learn Kernels Directly from Data. SDM 2004: 369-378
1990 – 1999
- 1999
- [j3]Ashok N. Srivastava, Renjeng Su, Andreas S. Weigend:
Data Mining for Features Using Scale-Sensitive Gated Experts. IEEE Trans. Pattern Anal. Mach. Intell. 21(12): 1268-1279 (1999) - 1995
- [j2]Andreas S. Weigend, Ashok N. Srivastava:
Predicting conditional probability distributions: a connectionist approach. Int. J. Neural Syst. 6(2): 109-118 (1995) - [j1]Andreas S. Weigend, Morgan Mangeas, Ashok N. Srivastava:
Nonlinear gated experts for time series: discovering regimes and avoiding overfitting. Int. J. Neural Syst. 6(4): 373-399 (1995)
Coauthor Index
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