Nikunj C. Oza

Publication Activity (10 Years)

Years Active: 1999-2022
Publications (10 Years): 15

Top Topics

Evolving Data Streams

Semantic Lexicon

Aviation Safety

Top Venues

J. Aerosp. Inf. Syst.

Publications

Lawrence J. Prinzel, Paul Krois, Kyle K. Ellis, Nikunj C. Oza, Robert W. Mah, Chad L. Stephens, Misty D. Davies, Samantha I. Infeld
Human Interfaces and Management of Information (HIMI) Challenges for "In-Time" Aviation Safety Management Systems (IASMS). HCI (5) (2022)
Esra Suel, Meytar Sorek-Hamer, Izabela Moise, Michael Von Pohle, Adwait Sahasrabhojanee, Ata Akbari Asanjan, Raphael Arku, Abosede S. Alli, Benjamin Barratt, Sierra N. Clark, Ariane Middel, Emily Deardorff, Violet Lingenfelter, Nikunj C. Oza, Nishant Yadav, Majid Ezzati, Michael Brauer
What You See Is What You Breathe? Estimating Air Pollution Spatial Variation Using Street-Level Imagery. Remote. Sens. 14 (14) (2022)
Nishant Yadav, Meytar Sorek-Hamer, Michael Von Pohle, Ata Akbari Asanjan, Adwait Sahasrabhojanee, Esra Suel, Raphael Arku, Violet Lingenfelter, Michael Brauer, Majid Ezzati, Nikunj C. Oza, Auroop R. Ganguly
Deep Transfer Learning on Satellite Imagery Improves Air Quality Estimates in Developing Nations. CoRR (2022)
Hamed Valizadegan, Miguel Martinho, Laurent S. Wilkens, Jon M. Jenkins, Jeffrey Smith, Douglas A. Caldwell, Joseph D. Twicken, Pedro C. Gerum, Nikash Walia, Kaylie Hausknecht, Noa Y. Lubin, Stephen T. Bryson, Nikunj C. Oza
ExoMiner: A Highly Accurate and Explainable Deep Learning Classifier to Mine Exoplanets. CoRR (2021)
Nikolaos Nikolaou, Joseph C. Mellor, Nikunj C. Oza, Gavin Brown
Better Boosting with Bandits for Online Learning. CoRR (2020)
Varun Mithal, Guruprasad Nayak, Ankush Khandelwal, Vipin Kumar, Ramakrishna R. Nemani, Nikunj C. Oza
Mapping Burned Areas in Tropical Forests Using a Novel Machine Learning Framework. Remote. Sens. 10 (1) (2018)
Vijay Manikandan Janakiraman, Bryan L. Matthews, Nikunj C. Oza
Finding Precursors to Anomalous Drop in Airspeed During a Flight's Takeoff. KDD (2017)
Varun Mithal, Guruprasad Nayak, Ankush Khandelwal, Vipin Kumar, Nikunj C. Oza, Ramakrishna R. Nemani
RAPT: Rare Class Prediction in Absence of True Labels. IEEE Trans. Knowl. Data Eng. 29 (11) (2017)
Kamalika Das, Ilya Avrekh, Bryan L. Matthews, Manali Sharma, Nikunj C. Oza
ASK-the-Expert: Active Learning Based Knowledge Discovery Using the Expert. ECML/PKDD (3) (2017)
Igor Melnyk, Bryan L. Matthews, Hamed Valizadegan, Arindam Banerjee, Nikunj C. Oza
Vector Autoregressive Model-Based Anomaly Detection in Aviation Systems. J. Aerosp. Inf. Syst. 13 (4) (2016)
Igor Melnyk, Arindam Banerjee, Bryan L. Matthews, Nikunj C. Oza
Semi-Markov Switching Vector Autoregressive Model-based Anomaly Detection in Aviation Systems. CoRR (2016)
Vijay Manikandan Janakiraman, Bryan L. Matthews, Nikunj C. Oza
Discovery of Precursors to Adverse Events using Time Series Data. SDM (2016)
Manali Sharma, Kamalika Das, Mustafa Bilgic, Bryan L. Matthews, David Nielsen, Nikunj C. Oza
Active Learning with Rationales for Identifying Operationally Significant Anomalies in Aviation. ECML/PKDD (3) (2016)
Igor Melnyk, Arindam Banerjee, Bryan L. Matthews, Nikunj C. Oza
Semi-Markov Switching Vector Autoregressive Model-Based Anomaly Detection in Aviation Systems. KDD (2016)
Kamalika Das, Kanishka Bhaduri, Bryan L. Matthews, Nikunj C. Oza
Large scale support vector regression for aviation safety. IEEE BigData (2015)
Bryan L. Matthews, Santanu Das, Kanishka Bhaduri, Kamalika Das, Rodney Martin, Nikunj C. Oza
Discovering Anomalous Aviation Safety Events Using Scalable Data Mining Algorithms. J. Aerosp. Inf. Syst. 11 (7) (2014)
Bryan L. Matthews, Santanu Das, Kanishka Bhaduri, Kamalika Das, Rodney Martin, Nikunj C. Oza
Discovering Anomalous Aviation Safety Events Using Scalable Data Mining Algorithms. J. Aerosp. Inf. Syst. 10 (10) (2013)
Mohammad M. Masud, Qing Chen, Latifur Khan, Charu C. Aggarwal, Jing Gao, Jiawei Han, Ashok Srivastava, Nikunj C. Oza
Classification and Adaptive Novel Class Detection of Feature-Evolving Data Streams. IEEE Trans. Knowl. Data Eng. 25 (7) (2013)
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)
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) (2011)
Santanu Das, Nikunj C. Oza
Sparse Solutions for Single Class SVMs: A Bi-Criterion Approach. SDM (2011)
Mohammad Salim Ahmed, Latifur Khan, Nikunj C. Oza
Pseudo-Label Generation for Multi-Label Text Classification. CIDU (2011)
Mohammad M. Masud, Clay Woolam, Jing Gao, Latifur Khan, Jiawei Han, Kevin W. Hamlen, Nikunj C. Oza
Facing the reality of data stream classification: coping with scarcity of labeled data. Knowl. Inf. Syst. 33 (1) (2011)
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)
Mohammad Salim Ahmed, Latifur Khan, Nikunj C. Oza, Mandava Rajeswari
Multi-label ASRS Dataset Classification Using Semi Supervised Subspace Clustering. CIDU (2010)
Kanishka Bhaduri, Qiang Zhu, Nikunj C. Oza, Ashok N. Srivastava
Fast and Flexible Multivariate Time Series Subsequence Search. ICDM (2010)
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) (2009)
Santanu Das, Kanishka Bhaduri, Nikunj C. Oza, Ashok N. Srivastava
?-Anomica: A Fast Support Vector Based Novelty Detection Technique. ICDM (2009)
Mark Schwabacher, Nikunj C. Oza, Bryan L. Matthews
Unsupervised Anomaly Detection for Liquid-Fueled Rocket Propulsion Health Monitoring. J. Aerosp. Comput. Inf. Commun. 6 (7) (2009)
Nikunj C. Oza, J. Patrick Castle, John C. Stutz
Classification of Aeronautics System Health and Safety Documents. IEEE Trans. Syst. Man Cybern. Part C 39 (6) (2009)
Hanhuai Shan, Arindam Banerjee, Nikunj C. Oza
Discriminative Mixed-Membership Models. ICDM (2009)
Aleksandar Lazarevic, Nisheeth Srivastava, Ashutosh Tiwari, Josh Isom, Nikunj C. Oza, Jaideep Srivastava
Theoretically Optimal Distributed Anomaly Detection. ICDM Workshops (2009)
Nikunj C. Oza, Kagan Tumer
Applications of ensemble methods. Inf. Fusion 9 (1) (2008)
Robert A. Morris, Nikunj C. Oza, Leslie Keely, Elif Kürklü, Anthony Strawa
Learning to Improve Earth Observation Flight Planning. AAAI (2008)
Robert A. Morris, Nikunj C. Oza, Leslie Keely, Elif Kürklü
Learning to Improve Earth Observation Flight Planning. AAAI Spring Symposium: Semantic Scientific Knowledge Integration (2008)
Nikunj C. Oza, Kagan Tumer
Classifier ensembles: Select real-world applications. Inf. Fusion 9 (1) (2008)
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) (2005)
Nikunj C. Oza, Ashok N. Srivastava, Julienne C. Stroeve
Improvements in virtual sensors: using spatial information to estimate remote sensing spectra. IGARSS (2005)
Nikunj C. Oza
Online bagging and boosting. SMC (2005)
Nikunj C. Oza
AveBoost2: Boosting for Noisy Data. Multiple Classifier Systems (2004)
Kagan Tumer, Nikunj C. Oza
Input decimated ensembles. Pattern Anal. Appl. 6 (1) (2003)
Nikunj C. Oza
Boosting with Averaged Weight Vectors. Multiple Classifier Systems (2003)
Nikunj C. Oza, Kagan Tumer, Irem Y. Tumer, Edward M. Huff
Classification of Aircraft Maneuvers for Fault Detection. Multiple Classifier Systems (2003)
Nikunj C. Oza, Stuart J. Russell
Online Bagging and Boosting. AISTATS (2001)
Nikunj C. Oza, Stuart J. Russell
Experimental comparisons of online and batch versions of bagging and boosting. KDD (2001)
Nikunj C. Oza, Kagan Tumer
Input Decimation Ensembles: Decorrelation through Dimensionality Reduction. Multiple Classifier Systems (2001)
Nikunj C. Oza
Online Ensemble Learning. AAAI/IAAI (2000)
Kagan Turner, Nikunj C. Oza
Decimated input ensembles for improved generalization. IJCNN (1999)