Ashok N. Srivastava

According to our database, Ashok N. Srivastava authored at least 42 papers between 1995 and 2019.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2019

Implementing and Validating Air Passenger-Centric Metrics Using Mobile Phone Data.

Aude Marzuoli, Emmanuel Boidot, Eric Feron, Ashok N. Srivastava

J. Aerosp. Inf. Syst., April, 2019

2017

AIAA Journal of Aerospace Information Systems 2016 Year-End Review.

Ashok N. Srivastava

J. Aerosp. Inf. Syst., 2017

2016

<i>Journal of Aerospace Information Systems</i> 2015 Year-End Review.

Ashok N. Srivastava

J. Aerosp. Inf. Syst., 2016

2015

<i>Journal of Aerospace Information Systems</i> Year-End Review.

Ashok N. Srivastava

J. Aerosp. Inf. Syst., 2015

Analysis of Flight Data Using Clustering Techniques for Detecting Abnormal Operations.

Lishuai Li, Santanu Das, R. John Hansman, Rafael Palacios, Ashok N. Srivastava

J. Aerosp. Inf. Syst., 2015

2014

Building the Journal of Aerospace Information Systems: A Successful First Year.

Ashok N. Srivastava

J. Aerosp. Inf. Syst., 2014

2013

Special Issue on CIDU '11.

Ashok N. Srivastava, Nitesh V. Chawla

Stat. Anal. Data Min., 2013

Understanding large text corpora via sparse machine learning.

Laurent El Ghaoui, Vu Pham, Guan-Cheng Li, Viet-An Duong, Ashok N. Srivastava, Kanishka Bhaduri

Stat. Anal. Data Min., 2013

Sparse inverse kernel Gaussian Process regression.

Kamalika Das, Ashok N. Srivastava

Stat. Anal. Data Min., 2013

Announcing the Journal of Aerospace Information Systems.

Ashok N. Srivastava

J. Aerosp. Inf. Syst., 2013

Software health management: a necessity for safety critical systems.

Ashok N. Srivastava, Johann Schumann

Innov. Syst. Softw. Eng., 2013

Software health management with Bayesian networks.

Johann Schumann, Timmy Mbaya, Ole J. Mengshoel, Knot Pipatsrisawat, Ashok N. Srivastava, Arthur Choi, Adnan Darwiche

Innov. Syst. Softw. Eng., 2013

EventCube: multi-dimensional search and mining of structured and text data.

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

Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

Anomaly detection in flight recorder data: A dynamic data-driven approach.

Santanu Das, Soumalya Sarkar, Asok Ray, Ashok N. Srivastava, Donald L. Simon

Proceedings of the American Control Conference, 2013

2012

Greener aviation with virtual sensors: a case study.

Ashok N. Srivastava

Data Min. Knowl. Discov., 2012

Foreword.

Nitesh V. Chawla, Ashok N. Srivastava

Proceedings of the 2012 Conference on Intelligent Data Understanding, 2012

2011

Privacy-Preserving Outlier Detection Through Random Nonlinear Data Distortion.

Kanishka Bhaduri, Mark D. Stefanski, Ashok N. Srivastava

IEEE Trans. Syst. Man Cybern. Part B, 2011

Efficient Keyword-Based Search for Top-K Cells in Text Cube.

Bolin Ding, Bo Zhao, Cindy Xide Lin, Jiawei Han, Chengxiang Zhai, Ashok N. Srivastava, Nikunj C. Oza

IEEE Trans. Knowl. Data Eng., 2011

Trajectory Clustering and an Application to Airspace Monitoring.

Maxime Gariel, Ashok N. Srivastava, Eric Feron

IEEE Trans. Intell. Transp. Syst., 2011

Special issue on the best papers of the Conference on Intelligent Data Understanding (CIDU 2010).

Ashok N. Srivastava, Nitesh V. Chawla

Stat. Anal. Data Min., 2011

Sparse Machine Learning Methods for Understanding Large Text Corpora.

Laurent El Ghaoui, Guan-Cheng Li, Viet-An Duong, Vu Pham, Ashok N. Srivastava, Kanishka Bhaduri

Proceedings of the 2011 Conference on Intelligent Data Understanding, 2011

Sparse Inverse Gaussian Process Regression with Application to Climate Network Discovery.

Kamalika Das, Ashok N. Srivastava

Proceedings of the 2011 Conference on Intelligent Data Understanding, 2011

2010

Decadal Variations in NDVI and Food Production in India.

Cristina Milesi, Arindam Samanta, Hirofumi Hashimoto, K. Krishna Kumar, Sangram Ganguly, Prasad S. Thenkabail, Ashok N. Srivastava, Ramakrishna R. Nemani, Ranga B. Myneni

Remote. Sens., 2010

Towards software health management with bayesian networks.

Johann Schumann, Ole J. Mengshoel, Ashok N. Srivastava, Adnan Darwiche

Proceedings of the Workshop on Future of Software Engineering Research, 2010

Who Guards the Guardians? - Toward V&V of Health Management Software - (Short Paper).

Johann Schumann, Ashok N. Srivastava, Ole J. Mengshoel

Proceedings of the Runtime Verification - First International Conference, 2010

Multiple kernel learning for heterogeneous anomaly detection: algorithm and aviation safety case study.

Santanu Das, Bryan L. Matthews, Ashok N. Srivastava, Nikunj C. Oza

Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010

Block-GP: Scalable Gaussian Process Regression for Multimodal Data.

Kamalika Das, Ashok N. Srivastava

Proceedings of the ICDM 2010, 2010

Fast and Flexible Multivariate Time Series Subsequence Search.

Kanishka Bhaduri, Qiang Zhu, Nikunj C. Oza, Ashok N. Srivastava

Proceedings of the ICDM 2010, 2010

2009

Detection and Prognostics on Low-Dimensional Systems.

Ashok N. Srivastava, Santanu Das

IEEE Trans. Syst. Man Cybern. Part C, 2009

Anomaly Detection and Diagnosis Algorithms for Discrete Symbol Sequences with Applications to Airline Safety.

Suratna Budalakoti, Ashok N. Srivastava, Matthew Eric Otey

IEEE Trans. Syst. Man Cybern. Part C, 2009

Topic modeling for OLAP on multidimensional text databases: topic cube and its applications.

Duo Zhang, ChengXiang Zhai, Jiawei Han, Ashok N. Srivastava, Nikunj C. Oza

Stat. Anal. Data Min., 2009

Data mining at NASA: from theory to applications.

Ashok N. Srivastava

Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

?-Anomica: A Fast Support Vector Based Novelty Detection Technique.

Santanu Das, Kanishka Bhaduri, Nikunj C. Oza, Ashok N. Srivastava

Proceedings of the ICDM 2009, 2009

A Local Scalable Distributed Expectation Maximization Algorithm for Large Peer-to-Peer Networks.

Kanishka Bhaduri, Ashok N. Srivastava

Proceedings of the ICDM 2009, 2009

2005

Virtual sensors: using data mining techniques to efficiently estimate remote sensing spectra.

Ashok N. Srivastava, Nikunj C. Oza, Julienne C. Stroeve

IEEE Trans. Geosci. Remote. Sens., 2005

Data Mining: Concepts, Models, Methods, and Algorithms.

Ashok N. Srivastava

J. Comput. Inf. Sci. Eng., 2005

An ensemble approach to building Mercer Kernels with prior information.

Ashok N. Srivastava, Johann Schumann, Bernd Fischer

Proceedings of the IEEE International Conference on Systems, 2005

Improvements in virtual sensors: using spatial information to estimate remote sensing spectra.

Nikunj C. Oza, Ashok N. Srivastava, Julienne C. Stroeve

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

2004

Mixture Density Mercer Kernels: A Method to Learn Kernels Directly from Data.

Ashok N. Srivastava

Proceedings of the Fourth SIAM International Conference on Data Mining, 2004

1999

Data Mining for Features Using Scale-Sensitive Gated Experts.

Ashok N. Srivastava, Renjeng Su, Andreas S. Weigend

IEEE Trans. Pattern Anal. Mach. Intell., 1999

1995

Predicting conditional probability distributions: a connectionist approach.

Andreas S. Weigend, Ashok N. Srivastava

Int. J. Neural Syst., 1995

Nonlinear gated experts for time series: discovering regimes and avoiding overfitting.

Andreas S. Weigend, Morgan Mangeas, Ashok N. Srivastava

Int. J. Neural Syst., 1995