Portfolio item number 1
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Posts by Collection
portfolio
Portfolio item number 2
Short description of portfolio item number 2
publications
Implementation of projected clustering based on SQL queries and UDFs in relational databases Permalink
Published in IEEE Recent Advances in Intelligent Computational Systems (RAICS), 2013
A high performance hybrid algorithm for text classification Permalink
Published in International Conference on the Applications of Digital Information and Web Technologies (ICADIWT), 2014
A comparative performance analysis of self organizing maps on weight initializations using different strategies Permalink
Published in International Conference on Advances in Computing and Communications (ICACC), 2015
Integrating apriori with paired k-means for cluster fixed mixed data Permalink
Published in International Symposium on Women in Computing and Informatics (WCI), 2015
Extracting key challenges in achieving sobriety through shared subspace learning Permalink
Published in International Conference on Advanced Data Mining and Applications (ADMA), 2016
Feature and Search Space Reduction for Label-Dependent Multi-label Classification Permalink
Published in International Conference on Computer and Communication Technologies (ICCCT), 2016
Multi label prediction using association rule generation and simple k-means Permalink
Published in International Conference on Computational Techniques in Information and Communication Technologies (ICCTICT), 2016
Understanding behavioral differences between short and long-term drinking abstainers from social media Permalink
Published in International Conference on Advanced Data Mining and Applications (ADMA), 2016
Differentially private prescriptive analytics Permalink
Published in International conference on data mining (ICDM), 2018
Prescriptive analytics through constrained Bayesian optimization Permalink
Published in Pacific-Asia conference on knowledge discovery and data mining (PAKDD), 2018
Scalable Backdoor Detection in Neural Networks Permalink
Published in Joint European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD), 2020
Identification of predictors and model for predicting prolonged length of stay in dengue patients Permalink
Published in Health care management science, 2021
Personalized single-cell networks: a framework to predict the response of any gene to any drug for any patient Permalink
Published in BioData Mining, 2021
Prescriptive analytics with differential privacy Permalink
Published in International Journal of Data Science and Analytics (JDSA), 2022
Towards Effective and Robust Neural Trojan Defenses via Input Filtering Permalink
Published in European Conference on Computer Vision (ECCV), 2022
talks
teaching
Project Supervision
Masters course, Deakin University, School of Information Technology, 2021
SIT723 and SIT724 Research Project A and B, Akhila Manchi. Advanced Algorithms for Machine Learning. 2021-2022.
Associate Supervisor
Doctor of Philosophy, Deakin University, Applied Artificial Intelligence Institute, 2021
S913, PhD. Candidate Banibrata Ghosh. Responsible AI. 2021-2024.