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Jayanta K. Dutta
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Journal Articles
- 2019
- [j3]Jayanta K. Dutta, Bonny Banerjee:
Improved outlier detection using sparse coding-based methods. Pattern Recognit. Lett. 122: 99-105 (2019) - 2016
- [j2]Jayanta K. Dutta, Bonny Banerjee, Chandan K. Reddy:
RODS: Rarity based Outlier Detection in a Sparse Coding Framework. IEEE Trans. Knowl. Data Eng. 28(2): 483-495 (2016) - 2014
- [j1]Bonny Banerjee, Jayanta K. Dutta:
SELP: A general-purpose framework for learning the norms from saliencies in spatiotemporal data. Neurocomputing 138: 41-60 (2014)
Conference and Workshop Papers
- 2017
- [c10]Jayanta K. Dutta, Bonny Banerjee:
Variation in classification accuracy with number of glimpses. IJCNN 2017: 447-453 - 2016
- [c9]Shamima Najnin, Bonny Banerjee, Lisa Lucks Mendel, Masoumeh Heidari Kapourchali, Jayanta Kumar Dutta, Sungmin Lee, Chhayakanta Patro, Monique Pousson:
Identifying Hearing Loss from Learned Speech Kernels. INTERSPEECH 2016: 243-247 - 2015
- [c8]Bonny Banerjee, Lisa Lucks Mendel, Jayanta Kumar Dutta, Hasti Shabani, Shamima Najnin:
Identifying Hearing Deficiencies from Statistically Learned Speech Features for Personalized Tuning of Cochlear Implants. AAAI Workshop: Artificial Intelligence Applied to Assistive Technologies and Smart Environments 2015 - [c7]Jayanta Kumar Dutta, Bonny Banerjee:
Online Detection of Abnormal Events Using Incremental Coding Length. AAAI 2015: 3755-3761 - 2014
- [c6]Jayanta K. Dutta, Bonny Banerjee, Roman Ilin, Robert Kozma:
Abnormal event detection in EEG imaging - Comparing predictive and model-based approaches. CIBCI 2014: 10-15 - [c5]Jayanta K. Dutta, Bonny Banerjee:
Learning features and their transformations from natural videos. CIDUE 2014: 55-61 - 2013
- [c4]Bonny Banerjee, Jayanta K. Dutta:
Hierarchical feature learning from sensorial data by spherical clustering. IEEE BigData 2013: 7-13 - [c3]Bonny Banerjee, Jayanta K. Dutta:
Efficient learning from explanation of prediction errors in streaming data. IEEE BigData 2013: 14-20 - [c2]Bonny Banerjee, Jayanta K. Dutta:
A Predictive Coding Framework for Learning to Predict Changes in Streaming Data. ICDM Workshops 2013: 497-504 - [c1]Bonny Banerjee, Jayanta K. Dutta:
An Online Clustering Algorithm That Ignores Outliers: Application to Hierarchical Feature Learning from Sensory Data. ICDM Workshops 2013: 505-512
Informal and Other Publications
- 2018
- [i2]Jayanta K. Dutta, Jiayi Liu, Unmesh Kurup, Mohak Shah:
Effective Building Block Design for Deep Convolutional Neural Networks using Search. CoRR abs/1801.08577 (2018) - 2013
- [i1]Jayanta K. Dutta, Bonny Banerjee:
Learning Features and their Transformations by Spatial and Temporal Spherical Clustering. CoRR abs/1308.2350 (2013)
Coauthor Index
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