Jyotsna Talreja Wassan

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 10

Top Topics

Classification Models

Convolutional Neural Network

Machine Learning

Functional Analysis

Top Venues

IEEE ACM Trans. Comput. Biol. Bioinform.

Publications

Jyotsna Talreja Wassan, Haiying Wang, Huiru Zheng
A New Phylogeny-Driven Random Forest-Based Classification Approach for Functional Metagenomics. BIBM (2022)
Jyotsna Talreja Wassan, Huiru Zheng, Haiying Wang, Fiona Browne, Paul Walsh, Timmy Manning, Richard J. Dewhurst, Rainer Roehe
A Phylogeny-aware Feature Ranking for Classification of Cattle Rumen Microbiome. BIBM (2019)
Jyotsna Talreja Wassan, Haiying Wang, Fiona Browne, Huiru Zheng
A Comprehensive Study on Predicting Functional Role of Metagenomes Using Machine Learning Methods. IEEE ACM Trans. Comput. Biol. Bioinform. 16 (3) (2019)
Huiru Zheng, Jyotsna Talreja Wassan, Mihnea Alexandru Moisescu, Lacramioara Stoicu-Tivadar, João Miranda, Mihaela Crisan-Vida, Ioan Stefan Sacala, Almir Badnjevic, Ivan Chorbev, Boro Jakimovski
Multiscale Computing in Systems Medicine: a Brief Reflection. BIBM (2018)
Jyotsna Talreja Wassan, Haiying Wang, Fiona Browne, Huiru Zheng
PAAM-ML: A novel Phylogeny and Abundance aware Machine Learning Modelling Approach for Microbiome Classification. BIBM (2018)
Timmy Manning, Jyotsna Talreja Wassan, Cintia C. Palu, Haiying Wang, Fiona Browne, Huiru Zheng, Brian Kelly, Paul Walsh
Phylogeny-Aware Deep 1-Dimensional Convolutional Neural Network for the Classification of Metagenomes. BIBM (2018)
Jyotsna Talreja Wassan, Huiru Zheng, Fiona Browne, Jenna Bowen, Paul Walsh, Rainer Roehe, Richard J. Dewhurst, Cintia C. Palu, Brian Kelly, Haiying Wang
An Integrative Framework for Functional Analysis of Cattle Rumen Microbiomes. BIBM (2018)
Jyotsna Talreja Wassan, Haiying Wang, Fiona Browne, Paul Walsh, Brian Kelly, Cintia C. Palu, Nina Konstantinidou, Rainer Roehe, Richard J. Dewhurst, Huiru Zheng
An Integrative Approach for the Functional Analysis of Metagenomic Studies. ICIC (2) (2017)
Jyotsna Talreja Wassan, Haiying Wang, Fiona Browne, Huiru Zheng
Microbial abundance analysis and phylogenetic adoption in functional metagenomics. CIBCB (2017)
Paul Walsh, Cintia C. Palu, Brian Kelly, Brendan Lawlor, Jyotsna Talreja Wassan, Huiru Zheng, Haiying Wang
A metagenomics analysis of rumen microbiome. BIBM (2017)