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Unsupervised Visual Time-Series Representation Learning and Clustering



Gaurangi Anand , Richi Nayak

* 9 pages, 4 figures, International Conference on Neural Information Processing. Springer, Cham, (2020) submitted version 

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Nonnegative Matrix Factorization to understand Spatio-Temporal Traffic Pattern Variations during COVID-19: A Case Study



Anandkumar Balasubramaniam , Thirunavukarasu Balasubramaniam , Rathinaraja Jeyaraj , Anand Paul , Richi Nayak

* Accepted in the 19th Australasian Data Mining Conference 2021 

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A Semi-automatic Data Extraction System for Heterogeneous Data Sources: A Case Study from Cotton Industry



Richi Nayak , Thirunavukarasu Balasubramaniam , Sangeetha Kutty , Sachindra Banduthilaka , Erin Peterson

* Accepted in the 19th Australasian Data Mining Conference 2021 

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Investigation of Topic Modelling Methods for Understanding the Reports of the Mining Projects in Queensland



Yasuko Okamoto , Thirunavukarasu Balasubramaniam , Richi Nayak

* Accepted in The 19th Australasian Data Mining Conference 2021 

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Deep Learning for Bias Detection: From Inception to Deployment



Md Abul Bashar , Richi Nayak , Anjor Kothare , Vishal Sharma , Kesavan Kandadai


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TAnoGAN: Time Series Anomaly Detection with Generative Adversarial Networks



Md Abul Bashar , Richi Nayak

* Made some minor changes. This is the accepted version of the paper at AusDM'20 

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Understanding the Spatio-temporal Topic Dynamics of Covid-19 using Nonnegative Tensor Factorization: A Case Study



Thirunavukarasu Balasubramaniam , Richi Nayak , Md Abul Bashar

* Accepted in 18th Australasian Data Mining Conference (AusDM) 

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Learning Inter- and Intra-manifolds for Matrix Factorization-based Multi-Aspect Data Clustering



Khanh Luong , Richi Nayak

* 15 pages with appendices 

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Misogynistic Tweet Detection: Modelling CNN with Small Datasets



Md Abul Bashar , Richi Nayak , Nicolas Suzor , Bridget Weir

* Australasian Conference on Data Mining. Springer. 3--16, 2018 

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[email protected]'19: CNN for Hate Speech and Offensive Content Identification in Hindi Language



Md Abul Bashar , Richi Nayak

* CEUR Workshop Proceedings. Working Notes of FIRE 2019 - Forum for Information Retrieval Evaluation. Vol. 2517. Sun SITE Central Europe, Germany, pp. 237-245 

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