Gaurangi Anand

Employment

• University of Adelaide Postdoctoral Research Fellow
  2024 - Present
• Commonwealth Scientific and Industrial Research Organisation CERC Fellow
  2021 - 2024
• Tata Consultancy Services R&D Researcher, Corporate Technology Office
  2014 - 2017
• CSIRO

Education

• Queensland University of Technology PhD
  2017 - 2021
• International Institute of Information Technology M.Tech
  2012 - 2014

Projects & Funding

Projects & funding information is unavailable.

Publications (10)

• Graph neural networks-enhanced relation prediction for ecotoxicology (GRAPE)
  Journal of Hazardous Materials 2024 DOI: 10.1016/j.jhazmat.2024.134456
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• DeLTa: Deep local pattern representation for time-series clustering and classification using visual perception
  Knowledge-Based Systems 2020
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• Delta Descriptors: Change-Based Place Representation for Robust Visual Localization
  IEEE Robotics and Automation Letters 2020 DOI: 10.1109/LRA.2020.3005627
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• Unsupervised Visual Time-Series Representation Learning and Clustering
  International Conference on Neural Information Processing 2020
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• Method and system for purchase behavior prediction of customers
  2018
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• Contextual Anomaly Detection in Spatio-Temporal Data Using Locally Dense Regions
  2018 IEEE 30th International Conference on Tools with Artificial Intelligence (ICTAI) 2018
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• LSTM-based encoder-decoder for multi-sensor anomaly detection
  arXiv preprint arXiv:1607.00148 2016
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• Multi-sensor prognostics using an unsupervised health index based on LSTM encoder-decoder
  arXiv preprint arXiv:1608.06154 2016
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• Deep temporal features to predict repeat buyers
  NIPS 2015 Workshop: Machine Learning for eCommerce 2015
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• Exploratory data analysis using alternating covers of rules and exceptions
  Proceedings of the 20th International Conference on Management of Data 2014
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