Nikunj C. Oza

According to our database, Nikunj C. Oza authored at least 47 papers between 1999 and 2022.

Collaborative distances:

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

2022

What You See Is What You Breathe? Estimating Air Pollution Spatial Variation Using Street-Level Imagery.

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

Remote. Sens., 2022

Deep Transfer Learning on Satellite Imagery Improves Air Quality Estimates in Developing Nations.

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

CoRR, 2022

Human Interfaces and Management of Information (HIMI) Challenges for "In-Time" Aviation Safety Management Systems (IASMS).

Lawrence J. Prinzel, Paul Krois, Kyle K. Ellis, Nikunj C. Oza, Robert W. Mah, Chad L. Stephens, Misty D. Davies, Samantha I. Infeld

Proceedings of the Human Interface and the Management of Information: Applications in Complex Technological Environments, 2022

2021

ExoMiner: A Highly Accurate and Explainable Deep Learning Classifier to Mine Exoplanets.

Hamed Valizadegan, Miguel J. S. 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

CoRR, 2021

2020

Better Boosting with Bandits for Online Learning.

Nikolaos Nikolaou, Joseph C. Mellor, Nikunj C. Oza, Gavin Brown

CoRR, 2020

2018

Mapping Burned Areas in Tropical Forests Using a Novel Machine Learning Framework.

Varun Mithal, Guruprasad Nayak, Ankush Khandelwal, Vipin Kumar, Ramakrishna R. Nemani, Nikunj C. Oza

Remote. Sens., 2018

2017

RAPT: Rare Class Prediction in Absence of True Labels.

Varun Mithal, Guruprasad Nayak, Ankush Khandelwal, Vipin Kumar, Nikunj C. Oza, Ramakrishna R. Nemani

IEEE Trans. Knowl. Data Eng., 2017

ASK-the-Expert: Active Learning Based Knowledge Discovery Using the Expert.

Kamalika Das, Ilya Avrekh, Bryan L. Matthews, Manali Sharma, Nikunj C. Oza

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

Finding Precursors to Anomalous Drop in Airspeed During a Flight's Takeoff.

Vijay Manikandan Janakiraman, Bryan L. Matthews, Nikunj C. Oza

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

2016

Vector Autoregressive Model-Based Anomaly Detection in Aviation Systems.

Igor Melnyk, Bryan L. Matthews, Hamed Valizadegan, Arindam Banerjee, Nikunj C. Oza

J. Aerosp. Inf. Syst., 2016

Discovery of Precursors to Adverse Events using Time Series Data.

Vijay Manikandan Janakiraman, Bryan L. Matthews, Nikunj C. Oza

Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

Active Learning with Rationales for Identifying Operationally Significant Anomalies in Aviation.

Manali Sharma, Kamalika Das, Mustafa Bilgic, Bryan L. Matthews, David Nielsen, Nikunj C. Oza

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

Semi-Markov Switching Vector Autoregressive Model-Based Anomaly Detection in Aviation Systems.

Igor Melnyk, Arindam Banerjee, Bryan L. Matthews, Nikunj C. Oza

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

2015

Large scale support vector regression for aviation safety.

Kamalika Das, Kanishka Bhaduri, Bryan L. Matthews, Nikunj C. Oza

Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

2013

Classification and Adaptive Novel Class Detection of Feature-Evolving Data Streams.

Mohammad M. Masud, Qing Chen, Latifur Khan, Charu C. Aggarwal, Jing Gao, Jiawei Han, Ashok Srivastava, Nikunj C. Oza

IEEE Trans. Knowl. Data Eng., 2013

Discovering Anomalous Aviation Safety Events Using Scalable Data Mining Algorithms.

Bryan L. Matthews, Santanu Das, Kanishka Bhaduri, Kamalika Das, Rodney Martin, Nikunj C. Oza

J. Aerosp. Inf. Syst., 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

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

Facing the reality of data stream classification: coping with scarcity of labeled data.

Mohammad M. Masud, Clay Woolam, Jing Gao, Latifur Khan, Jiawei Han, Kevin W. Hamlen, Nikunj C. Oza

Knowl. Inf. Syst., 2011

Sparse Solutions for Single Class SVMs: A Bi-Criterion Approach.

Santanu Das, Nikunj C. Oza

Proceedings of the Eleventh SIAM International Conference on Data Mining, 2011

Pseudo-Label Generation for Multi-Label Text Classification.

Mohammad Salim Ahmed, Latifur Khan, Nikunj C. Oza

Proceedings of the 2011 Conference on Intelligent Data Understanding, 2011

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

Fast and Flexible Multivariate Time Series Subsequence Search.

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

Proceedings of the ICDM 2010, 2010

Multi-label ASRS Dataset Classification Using Semi Supervised Subspace Clustering.

Mohammad Salim Ahmed, Latifur Khan, Nikunj C. Oza, Mandava Rajeswari

Proceedings of the 2010 Conference on Intelligent Data Understanding, 2010

2009

Ensemble Data Mining Methods.

Nikunj C. Oza

Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

Classification of Aeronautics System Health and Safety Documents.

Nikunj C. Oza, J. Patrick Castle, John C. Stutz

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

Unsupervised Anomaly Detection for Liquid-Fueled Rocket Propulsion Health Monitoring.

Mark Schwabacher, Nikunj C. Oza, Bryan L. Matthews

J. Aerosp. Comput. Inf. Commun., 2009

Discriminative Mixed-Membership Models.

Hanhuai Shan, Arindam Banerjee, Nikunj C. Oza

Proceedings of the ICDM 2009, 2009

Theoretically Optimal Distributed Anomaly Detection.

Aleksandar Lazarevic, Nisheeth Srivastava, Ashutosh Tiwari, Josh Isom, Nikunj C. Oza, Jaideep Srivastava

Proceedings of the ICDM Workshops 2009, 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

2008

Classifier ensembles: Select real-world applications.

Nikunj C. Oza, Kagan Tumer

Inf. Fusion, 2008

Applications of ensemble methods.

Nikunj C. Oza, Kagan Tumer

Inf. Fusion, 2008

Learning to Improve Earth Observation Flight Planning.

Robert A. Morris, Nikunj C. Oza, Leslie Keely, Elif Kürklü

Proceedings of the Semantic Scientific Knowledge Integration, 2008

Learning to Improve Earth Observation Flight Planning.

Robert A. Morris, Nikunj C. Oza, Leslie Keely, Elif Kürklü, Anthony Strawa

Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

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

Online bagging and boosting.

Nikunj C. Oza

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

AveBoost2: Boosting for Noisy Data.

Nikunj C. Oza

Proceedings of the Multiple Classifier Systems, 5th International Workshop, 2004

2003

Input decimated ensembles.

Kagan Tumer, Nikunj C. Oza

Pattern Anal. Appl., 2003

Classification of Aircraft Maneuvers for Fault Detection.

Nikunj C. Oza, Kagan Tumer, Irem Y. Tumer, Edward M. Huff

Proceedings of the Multiple Classifier Systems, 4th International Workshop, 2003

Boosting with Averaged Weight Vectors.

Nikunj C. Oza

Proceedings of the Multiple Classifier Systems, 4th International Workshop, 2003

2001

Input Decimation Ensembles: Decorrelation through Dimensionality Reduction.

Nikunj C. Oza, Kagan Tumer

Proceedings of the Multiple Classifier Systems, Second International Workshop, 2001

Experimental comparisons of online and batch versions of bagging and boosting.

Nikunj C. Oza, Stuart Russell

Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining, 2001

Online Bagging and Boosting.

Nikunj C. Oza, Stuart Russell

Proceedings of the Eighth International Workshop on Artificial Intelligence and Statistics, 2001

2000

Online Ensemble Learning.

Nikunj C. Oza

Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on on Innovative Applications of Artificial Intelligence, July 30, 2000

1999

Decimated input ensembles for improved generalization.

Kagan Turner, Nikunj C. Oza

Proceedings of the International Joint Conference Neural Networks, 1999