Richi Nayak

Full Professor, Computer Science, Queensland University of Technology

Joined

July 2019

Names

Richi Nayak (Preferred)

Emails

****@qut.edu.au (Confirmed)

Personal Links

Career & Education History

Full Professor

Computer Science, Queensland University of Technology (qut.edu.au)

2001 – Present

Advisors, Relations & Conflicts

Postdoc Advisor

Balasubramaniam Thirunavukarasu

2020 – Present

Postdoc Advisor

Md Abul Bashar

2018 – Present

Expertise

Machine Learning

Present

Text Mining

Present

NLP

Present

Deep Learning

Present

Publications

Explainability of the COVID-19 epidemiological model with nonnegative tensor factorization
Thirunavukarasu Balasubramaniam, David J. Warne, Richi Nayak, Kerrie L. Mengersen
- Published: 01 Jan 2023, Last Modified: 10 May 2023
- Int. J. Data Sci. Anal. 2023
- Readers: Everyone
Latent Pattern Identification Using Orthogonal-Constraint Coupled Nonnegative Matrix Factorization
Anandkumar Balasubramaniam, Thirunavukarasu Balasubramaniam, Anand Paul, Richi Nayak
- 2022 (modified: 24 Apr 2023)
- AI 2022
- Readers: Everyone
PostMatch: A Framework for Efficient Address Matching
Darren Yates, Md Zahidul Islam, Yanchang Zhao, Richi Nayak, Vladimir Estivill-Castro, Salil S. Kanhere
- 2021 (modified: 19 Jan 2023)
- AusDM 2021
- Readers: Everyone
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
- 2021 (modified: 24 Apr 2023)
- AusDM 2021
- Readers: Everyone
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
- 2021 (modified: 24 Apr 2023)
- CoRR 2021
- Readers: Everyone
Fine-grained Type Inference in Knowledge Graphs via Probabilistic and Tensor Factorization Methods
A. B. M. Moniruzzaman, Richi Nayak, Maolin Tang, Balasubramaniam Thirunavukarasu
- 2019 (modified: 12 Nov 2022)
- WWW 2019
- Readers: Everyone
Parallel Streaming Signature EM-tree: A Clustering Algorithm for Web Scale Applications
Christopher Michael De Vries, Lance De Vine, Shlomo Geva, Richi Nayak
- 2015 (modified: 12 Nov 2022)
- WWW 2015
- Readers: Everyone
Tensor-based item recommendation using probabilistic ranking in social tagging systems
Noor Ifada, Richi Nayak
- 2014 (modified: 12 Nov 2022)
- WWW (Companion Volume) 2014
- Readers: Everyone
A data mining driven risk profiling method for road asset management
Daniel Emerson, Justin Weligamage, Richi Nayak
- 2013 (modified: 12 Nov 2022)
- KDD 2013
- Readers: Everyone
Discovering interesting information with advances in web technology
Richi Nayak, Pierre Senellart, Fabian M. Suchanek, Aparna S. Varde
- Published: 01 Jan 2012, Last Modified: 27 Jun 2023
- SIGKDD Explor. 2012
- Readers: Everyone

View all 27 publications

Co-Authors

View all 64 co-authors