Hierarchical feature learning from sensorial data by spherical clustering. - Bonny Banerjee; Jayanta K. Dutta (IEEE BigData, 2013)

Efficient learning from explanation of prediction errors in streaming data. - Bonny Banerjee; Jayanta K. Dutta (IEEE BigData, 2013)

A Predictive Coding Framework for Learning to Predict Changes in Streaming Data. - Bonny Banerjee; Jayanta K. Dutta (ICDM Workshops, 2013)

An Online Clustering Algorithm That Ignores Outliers: Application to Hierarchical Feature Learning from Sensory Data. - Bonny Banerjee; Jayanta K. Dutta (ICDM Workshops, 2013)

Learning Features and their Transformations by Spatial and Temporal Spherical Clustering. - Jayanta K. Dutta; Bonny Banerjee (CoRR, 2013)

Abnormal event detection in EEG imaging - Comparing predictive and model-based approaches. - Jayanta K. Dutta; Bonny Banerjee; Roman Ilin; Robert Kozma 001 (CIBCI, 2014)

Learning features and their transformations from natural videos. - Jayanta K. Dutta; Bonny Banerjee (CIDUE, 2014)

SELP: A general-purpose framework for learning the norms from saliencies in spatiotemporal data. - Bonny Banerjee; Jayanta K. Dutta (Neurocomputing, 2014)

Identifying Hearing Deficiencies from Statistically Learned Speech Features for Personalized Tuning of Cochlear Implants. - Bonny Banerjee; Lisa Lucks Mendel; Jayanta Kumar Dutta; Hasti Shabani; Shamima Najnin (AAAI Workshop: Artificial Intelligence Applied to Assistive Technologies and Smart Environments, 2015)

Online Detection of Abnormal Events Using Incremental Coding Length. - Jayanta Kumar Dutta; Bonny Banerjee (AAAI, 2015)

Identifying Hearing Loss from Learned Speech Kernels. - Shamima Najnin; Bonny Banerjee; Lisa Lucks Mendel; Masoumeh Heidari Kapourchali; Jayanta Kumar Dutta; Sungmin Lee; Chhayakanta Patro; Monique Pousson (INTERSPEECH, 2016)

RODS: Rarity based Outlier Detection in a Sparse Coding Framework. - Jayanta K. Dutta; Bonny Banerjee; Chandan K. Reddy (IEEE Trans. Knowl. Data Eng., 2016)

Variation in classification accuracy with number of glimpses. - Jayanta K. Dutta; Bonny Banerjee (IJCNN, 2017)

Effective Building Block Design for Deep Convolutional Neural Networks using Search. - Jayanta K. Dutta; Jiayi Liu 002; Unmesh Kurup; Mohak Shah (CoRR, 2018)

Improved outlier detection using sparse coding-based methods. - Jayanta K. Dutta; Bonny Banerjee (Pattern Recognit. Lett., 2019)