Nonlinear gated experts for time series: discovering regimes and avoiding overfitting. - Andreas S. Weigend; Morgan Mangeas; Ashok N. Srivastava (Int. J. Neural Syst., 1995)

Predicting conditional probability distributions: a connectionist approach. - Andreas S. Weigend; Ashok N. Srivastava (Int. J. Neural Syst., 1995)

Data Mining for Features Using Scale-Sensitive Gated Experts. - Ashok N. Srivastava; Renjeng Su; Andreas S. Weigend (IEEE Trans. Pattern Anal. Mach. Intell., 1999)

Mixture Density Mercer Kernels: A Method to Learn Kernels Directly from Data. - Ashok N. Srivastava (SDM, 2004)

Improvements in virtual sensors: using spatial information to estimate remote sensing spectra. - Nikunj C. Oza; Ashok N. Srivastava; Julienne C. Stroeve (IGARSS, 2005)

An ensemble approach to building Mercer Kernels with prior information. - Ashok N. Srivastava; Johann Schumann; Bernd Fischer 002 (SMC, 2005)

Data Mining: Concepts, Models, Methods, and Algorithms. - Ashok N. Srivastava (J. Comput. Inf. Sci. Eng., 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)

A Local Scalable Distributed Expectation Maximization Algorithm for Large Peer-to-Peer Networks. - Kanishka Bhaduri; Ashok N. Srivastava (ICDM, 2009)

?-Anomica: A Fast Support Vector Based Novelty Detection Technique. - Santanu Das; Kanishka Bhaduri; Nikunj C. Oza; Ashok N. Srivastava (ICDM, 2009)

Data mining at NASA: from theory to applications. - Ashok N. Srivastava (KDD, 2009)

Topic modeling for OLAP on multidimensional text databases: topic cube and its applications. - Duo Zhang 001; ChengXiang Zhai; Jiawei Han 001; Ashok N. Srivastava; Nikunj C. Oza (Stat. Anal. Data Min., 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)

Detection and Prognostics on Low-Dimensional Systems. - Ashok N. Srivastava; Santanu Das (IEEE Trans. Syst. Man Cybern. Part C, 2009)

Fast and Flexible Multivariate Time Series Subsequence Search. - Kanishka Bhaduri; Qiang Zhu 002; Nikunj C. Oza; Ashok N. Srivastava (ICDM, 2010)

Block-GP: Scalable Gaussian Process Regression for Multimodal Data. - Kamalika Das; Ashok N. Srivastava (ICDM, 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 (KDD, 2010)

Who Guards the Guardians? - Toward V&V of Health Management Software - (Short Paper). - Johann Schumann; Ashok N. Srivastava; Ole J. Mengshoel (RV, 2010)

Towards software health management with bayesian networks. - Johann Schumann; Ole J. Mengshoel; Ashok N. Srivastava; Adnan Darwiche (FoSER, 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)

Sparse Inverse Gaussian Process Regression with Application to Climate Network Discovery. - Kamalika Das; Ashok N. Srivastava (CIDU, 2011)

Sparse Machine Learning Methods for Understanding Large Text Corpora. - Laurent El Ghaoui; Guan-Cheng Li; Viet-An Duong; Vu Pham 001; Ashok N. Srivastava; Kanishka Bhaduri (CIDU, 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)

Trajectory Clustering and an Application to Airspace Monitoring. - Maxime Gariel; Ashok N. Srivastava; Eric Feron (IEEE Trans. Intell. Transp. Syst., 2011)

Efficient Keyword-Based Search for Top-K Cells in Text Cube. - Bolin Ding; Bo Zhao 001; Cindy Xide Lin; Jiawei Han 001; Chengxiang Zhai; Ashok N. Srivastava; Nikunj C. Oza (IEEE Trans. Knowl. Data Eng., 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)

Foreword. - Nitesh V. Chawla; Ashok N. Srivastava (CIDU, 2012)

Greener aviation with virtual sensors: a case study. - Ashok N. Srivastava (Data Min. Knowl. Discov., 2012)

Anomaly detection in flight recorder data: A dynamic data-driven approach. - Santanu Das; Soumalya Sarkar; Asok Ray; Ashok N. Srivastava; Donald L. Simon (ACC, 2013)

EventCube: multi-dimensional search and mining of structured and text data. - Fangbo Tao; Kin Hou Lei; Jiawei Han 001; Chengxiang Zhai; Xiao Cheng; Marina Danilevsky; Nihit Desai; Bolin Ding; Jing Ge; Heng Ji 001; Rucha Kanade; Anne Kao; et al. (KDD, 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)

Software health management: a necessity for safety critical systems. - Ashok N. Srivastava; Johann Schumann (Innov. Syst. Softw. Eng., 2013)

Announcing the Journal of Aerospace Information Systems. - Ashok N. Srivastava (J. Aerosp. Inf. Syst., 2013)

Sparse inverse kernel Gaussian Process regression. - Kamalika Das; Ashok N. Srivastava (Stat. Anal. Data Min., 2013)

Understanding large text corpora via sparse machine learning. - Laurent El Ghaoui; Vu Pham 001; Guan-Cheng Li; Viet-An Duong; Ashok N. Srivastava; Kanishka Bhaduri (Stat. Anal. Data Min., 2013)

Special Issue on CIDU '11. - Ashok N. Srivastava; Nitesh V. Chawla (Stat. Anal. Data Min., 2013)

Building the Journal of Aerospace Information Systems: A Successful First Year. - Ashok N. Srivastava (J. Aerosp. Inf. Syst., 2014)

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)

Journal of Aerospace Information Systems Year-End Review. - Ashok N. Srivastava (J. Aerosp. Inf. Syst., 2015)

Journal of Aerospace Information Systems 2015 Year-End Review. - Ashok N. Srivastava (J. Aerosp. Inf. Syst., 2016)

AIAA Journal of Aerospace Information Systems 2016 Year-End Review. - Ashok N. Srivastava (J. Aerosp. Inf. Syst., 2017)

Implementing and Validating Air Passenger-Centric Metrics Using Mobile Phone Data. - Aude Marzuoli; Emmanuel Boidot; Eric Feron; Ashok N. Srivastava (J. Aerosp. Inf. Syst., 2019)