Svetha Venkatesh

Research interests

Publications

• Hierarchical Conditional Relation Networks for Video Question Answering

  · 2020 · 10.1109/cvpr42600.2020.00999

• GraphDTA: predicting drug–target binding affinity with graph neural networks

  Bioinformatics · 2020 · https://doi.org/10.1093/bioinformatics/btaa921

• Bayesian Optimization for Adaptive Experimental Design: A Review

  IEEE Access · 2020 · 10.1109/access.2020.2966228

• Toward clinical digital phenotyping: a timely opportunity to consider purpose, quality, and safety

  npj Digital Medicine · 2019 · 10.1038/s41746-019-0166-1

• Learning Regularity in Skeleton Trajectories for Anomaly Detection in Videos

  · 2019 · 10.1109/cvpr.2019.01227

• Memorizing Normality to Detect Anomaly: Memory-Augmented Deep Autoencoder for Unsupervised Anomaly Detection

  Journal · 2019 · https://doi.org/10.1109/iccv.2019.00179

• Predicting healthcare trajectories from medical records: A deep learning approach

  Journal of Biomedical Informatics · 2017 · 10.1016/j.jbi.2017.04.001

• $\mathtt {Deepr}$: A Convolutional Net for Medical Records

  IEEE Journal of Biomedical and Health Informatics · 2016 · https://doi.org/10.1109/jbhi.2016.2633963

• Guidelines for Developing and Reporting Machine Learning Predictive Models in Biomedical Research: A Multidisciplinary View

  Journal of Medical Internet Research · 2016 · https://doi.org/10.2196/jmir.5870

• DeepCare: A Deep Dynamic Memory Model for Predictive Medicine

  Lecture notes in computer science · 2016 · 10.1007/978-3-319-31750-2_3

• Learning vector representation of medical objects via EMR-driven nonnegative restricted Boltzmann machines (eNRBM)

  Journal of Biomedical Informatics · 2015 · 10.1016/j.jbi.2015.01.012

• Affective and Content Analysis of Online Depression Communities

  IEEE Transactions on Affective Computing · 2014 · 10.1109/taffc.2014.2315623

• Joint learning and dictionary construction for pattern recognition

  · 2008 · 10.1109/cvpr.2008.4587408

• Video abstraction

  ACM Transactions on Multimedia Computing Communications and Applications · 2007 · https://doi.org/10.1145/1198302.1198305

• Fast cross-validation algorithms for least squares support vector machine and kernel ridge regression

  Pattern Recognition · 2007 · 10.1016/j.patcog.2006.12.015

• Face Recognition Using Kernel Ridge Regression

  · 2007 · 10.1109/cvpr.2007.383105

• Activity Recognition and Abnormality Detection with the Switching Hidden Semi-Markov Model

  Journal · 2005 · https://doi.org/10.1109/cvpr.2005.61

• Learning and Detecting Activities from Movement Trajectories Using the Hierarchical Hidden Markov Models

  · 2005 · 10.1109/cvpr.2005.203

Current projects

No projects listed.