Timothy M. Walker

Publication Activity (10 Years)

Years Active: 2006-2021
Publications (10 Years): 4

Top Topics

Technical Expertise

Genetic Algorithm

Top Venues

Briefings Bioinform.

Publications

Yang Yang, Timothy M. Walker, Samaneh Kouchaki, Chenyang Wang, Timothy E. A Peto, Derrick W. Crook, David A. Clifton
An end-to-end heterogeneous graph attention network for Mycobacterium tuberculosis drug-resistance prediction. Briefings Bioinform. 22 (6) (2021)
Samaneh Kouchaki, Yang Yang, Timothy M. Walker, A. Sarah Walker, Daniel J. Wilson, Timothy E. A Peto, Derrick W. Crook, CRyPTIC Consortium, David A. Clifton
Application of machine learning techniques to tuberculosis drug resistance analysis. Bioinform. 35 (13) (2019)
Yang Yang, Timothy M. Walker, A. Sarah Walker, Daniel J. Wilson, Timothy E. A Peto, Derrick W. Crook, Farah Shamout, CRyPTIC Consortium, Tingting Zhu, David A. Clifton
DeepAMR for predicting co-occurrent resistance of Mycobacterium tuberculosis. Bioinform. 35 (18) (2019)
Yang Yang, Katherine E. Niehaus, Timothy M. Walker, Zamin Iqbal, A. Sarah Walker, Daniel J. Wilson, Tim E. A. Peto, Derrick W. Crook, E. Grace Smith, Tingting Zhu, David A. Clifton
Machine learning for classifying tuberculosis drug-resistance from DNA sequencing data. Bioinform. 34 (10) (2018)
Timothy M. Walker
Hierarchical Genomes in a Genetic Algorithm for Control of a Guitar Synthesizer. ICMC (2015)
Katherine E. Niehaus, Timothy M. Walker, Derrick W. Crook, Tim E. A. Peto, David A. Clifton
Machine learning for the prediction of antibacterial susceptibility in Mycobacterium tuberculosis. BHI (2014)
Timothy M. Walker, Sean Whalen
Dynamic Recombination of Evolving Guitar Sounds (DREGS): A Genetic Algorithm Approach to Guitar Synthesizer Control. ISM (2013)
Timothy M. Walker
Hit Me: Blackjack as a Sure Bet for Teaching Algorithmic Skills. ICCS (2012)
Timothy M. Walker
PerfComp: A Heuristic-Based Program for Analysis of MIDI Performance Files. ICMC (2006)