| 2023 | IJCNN | A Robust Ensemble Regression Model for Reconstructing Genetic Networks. | Hasini Nakulugamuwa Gamage, Madhu Chetty, Suryani Lim, Jennifer Hallinan, Huy Nguyen |
| 2022 | CIBCB | Ensemble Regression Modelling for Genetic Network Inference. | Hasini Nakulugamuwa Gamage, Madhu Chetty, Adrian Shatte, Jennifer Hallinan |
| 2022 | CIBCB | Integrating steady-state and dynamic gene expression data for improving genetic network modelling. | Jaskaran Gill, Madhu Chetty, Adrian Shatte, Jennifer Hallinan |
| 2021 | CIBCB | An Efficient Boolean Modelling Approach for Genetic Network Inference. | Hasini Nakulugamuwa Gamage, Madhu Chetty, Adrian Shatte, Jennifer Hallinan |
| 2021 | CIBCB | Dynamically Regulated Initialization for S-system Modelling of Genetic Networks. | Jaskaran Gill, Madhu Chetty, Adrian Shatte, Jennifer Hallinan |
| 2021 | IJCNN | Cost Effective Annotation Framework Using Zero-Shot Text Classification. | Buddhika Kasthuriarachchy, Madhu Chetty, Adrian Shatte, Darren Walls |
| 2020 | IJCNN | Pre-trained Language Models with Limited Data for Intent Classification. | Buddhika Kasthuriarachchy, Madhu Chetty, Gour C. Karmakar, Darren Walls |
| 2018 | ICONIP | Relevance of Frequency of Heart-Rate Peaks as Indicator of 'Biological' Stress Level. | Meena Santhanagopalan, Madhu Chetty, Cameron Foale, Sunil Aryal, Britt Klein |
| 2016 | ICONIP | Exploiting Temporal Genetic Correlations for Enhancing Regulatory Network Optimization. | Ahammed Sherief Kizhakkethil Youseph, Madhu Chetty, Gour C. Karmakar |
| 2015 | CEC | Gene regulatory network inference using Michaelis-Menten kinetics. | Ahammed Sherief Kizhakkethil Youseph, Madhu Chetty, Gour C. Karmakar |
| 2015 | CIBCB | Towards large scale genetic network modeling. | Rubaiya Rahtin Khan, Madhu Chetty |
| 2015 | ICONIP | Frequency Decomposition Based Gene Clustering. | Md. Abdur Rahman, Madhu Chetty, Dieter Bulach, Pramod P. Wangikar |
| 2015 | ICONIP | Decoupled Modeling of Gene Regulatory Networks Using Michaelis-Menten Kinetics. | Ahammed Sherief Kizhakkethil Youseph, Madhu Chetty, Gour C. Karmakar |
| 2014 | ICONIP | Significance of Non-edge Priors in Gene Regulatory Network Reconstruction. | Ajay Nair, Madhu Chetty, Pramod P. Wangikar |
| 2014 | ICONIP | Sib-Based Survival Selection Technique for Protein Structure Prediction in 3D-FCC Lattice Model. | Rumana Nazmul, Madhu Chetty |
| 2013 | CEC | An Adaptive Strategy for Assortative Mating in Genetic Algorithm. | Rumana Nazmul, Madhu Chetty |
| 2013 | GECCO | Inferring large scale genetic networks with S-system model. | Ahsan Raja Chowdhury, Madhu Chetty, Xuan Vinh Nguyen |
| 2013 | GECCO | mDBN: motif based learning of gene regulatory networks using dynamic bayesian networks. | Nizamul Morshed, Madhu Chetty, Xuan Vinh Nguyen, Terry Caelli |
| 2013 | GECCO | A priority based parental selection method for genetic algorithm. | Rumana Nazmul, Madhu Chetty |
| 2013 | ICONIP | On the Analysis of Time-Delayed Interactions in Genetic Network Using S-System Model. | Ahsan Raja Chowdhury, Madhu Chetty, Xuan Vinh Nguyen |
| 2013 | ICONIP | Reverse Engineering Genetic Networks with Time-Delayed S-System Model and Pearson Correlation Coefficient. | Ahsan Raja Chowdhury, Madhu Chetty, Xuan Vinh Nguyen |
| 2013 | ICONIP | A Knowledge-Based Initial Population Generation in Memetic Algorithm for Protein Structure Prediction. | Rumana Nazmul, Madhu Chetty |
| 2013 | ICONIP | Protein Structure Prediction with a New Composite Measure of Diversity and Memory-Based Diversification Strategy. | Rumana Nazmul, Madhu Chetty |
| 2012 | CEC | Adaptive regulatory genes cardinality for reconstructing genetic networks. | Ahsan Raja Chowdhury, Madhu Chetty, Xuan Vinh Nguyen |
| 2012 | CEC | Protein structure prediction based on optimal hydrophobic core formation. | Rumana Nazmul, Madhu Chetty, Ram Samudrala, David K. Chalmers |
| 2012 | ICDM | Local and Global Algorithms for Learning Dynamic Bayesian Networks. | Xuan Vinh Nguyen, Madhu Chetty, Ross L. Coppel, Pramod P. Wangikar |
| 2012 | ICONIP | On the Reconstruction of Genetic Network from Partial Microarray Data. | Ahsan Raja Chowdhury, Madhu Chetty, Xuan Vinh Nguyen |
| 2012 | ICONIP | FusGP: Bayesian Co-learning of Gene Regulatory Networks and Protein Interaction Networks. | Nizamul Morshed, Madhu Chetty, Xuan Vinh Nguyen |
| 2012 | ICONIP | Data Discretization for Dynamic Bayesian Network Based Modeling of Genetic Networks. | Xuan Vinh Nguyen, Madhu Chetty, Ross L. Coppel, Pramod P. Wangikar |
| 2011 | CEC | An improved method to infer Gene Regulatory Network using S-System. | Ahsan Raja Chowdhury, Madhu Chetty |
| 2011 | CEC | Novel local improvement techniques in clustered memetic algorithm for protein structure prediction. | Md. Kamrul Islam, Madhu Chetty, M. Manzur Murshed |
| 2011 | CEC | Reconstructing genetic networks with concurrent representation of instantaneous and time-delayed interactions. | Nizamul Morshed, Madhu Chetty |
| 2011 | ICONIP | Conflict Resolution Based Global Search Operators for Long Protein Structures Prediction. | Md. Kamrul Islam, Madhu Chetty, M. Manzur Murshed |
| 2011 | ICONIP | A Memetic Approach to Protein Structure Prediction in Triangular Lattices. | Md. Kamrul Islam, Madhu Chetty, Abu Zafer M. Dayem Ullah, Kathleen Steinhfel |
| 2011 | ICONIP | Simultaneous Learning of Instantaneous and Time-Delayed Genetic Interactions Using Novel Information Theoretic Scoring Technique. | Nizamul Morshed, Madhu Chetty, Xuan Vinh Nguyen |
| 2011 | ICONIP | Multi Agent Carbon Trading Incorporating Human Traits and Game Theory. | Long Tang, Madhu Chetty, Suryani Lim |
| 2011 | ICONIP | Dynamic Bayesian Network Modeling of Cyanobacterial Biological Processes via Gene Clustering. | Xuan Vinh Nguyen, Madhu Chetty, Ross L. Coppel, Pramod P. Wangikar |
| 2011 | ICONIP | Polynomial Time Algorithm for Learning Globally Optimal Dynamic Bayesian Network. | Xuan Vinh Nguyen, Madhu Chetty, Ross L. Coppel, Pramod P. Wangikar |
| 2010 | CEC | Binary-Organoid Particle Swarm optimisation for inferring genetic networks. | Santi S. Chanthaphavong, Madhu Chetty |
| 2010 | CEC | Clustered memetic algorithm for protein structure prediction. | Md. Kamrul Islam, Madhu Chetty |
| 2010 | FUSION | Multiclass microarray gene expression classification based on fusion of correlation features. | Girija Chetty, Madhu Chetty |
| 2007 | CEC | Protein folding prediction in 3D FCC HP lattice model using genetic algorithm. | Tamjidul Hoque, Madhu Chetty, Abdul Sattar |
| 2007 | CEC | A guided genetic algorithm for learning gene regulatory networks. | Ramesh Ram, Madhu Chetty |
| 2006 | CEC | A Guided Genetic Algorithm for Protein Folding Prediction Using 3D Hydrophobic-Hydrophilic Model. | Tamjidul Hoque, Madhu Chetty, Laurence S. Dooley |
| 2006 | CEC | Fuzzy Model for Gene Regulatory Network. | Ramesh Ram, Madhu Chetty, Trevor I. Dix |
| 2006 | CIBCB | Bayesian Segmentation using Residue Proximity for Secondary Structure and Contact Prediction. | Niranjan P. Bidargaddi, Madhu Chetty, Joarder Kamruzzaman |
| 2006 | CIBCB | Non-Isomorphic Coding in Lattice Model and its Impact for Protein Folding Prediction Using Genetic Algorithm. | Tamjidul Hoque, Madhu Chetty, Laurence S. Dooley |
| 2006 | CIBCB | Causal Modeling of Gene Regulatory Network. | Ramesh Ram, Madhu Chetty, Trevor I. Dix |
| 2005 | CEC | A new guided genetic algorithm for 2D hydrophobic-hydrophilic model to predict protein folding. | Tamjidul Hoque, Madhu Chetty, Laurence Dooley |
| 2005 | CIBCB | Fuzzy Profile Hidden Markov Models for Protein Sequence Analysis. | Niranjan P. Bidargaddi, Madhu Chetty, Joarder Kamruzzaman |
| 2005 | CIBCB | An Architecture Combining Bayesian segmentation and Neural Network Ensembles for Protein Secondary Structure Prediction. | Niranjan P. Bidargaddi, Madhu Chetty, Joarder Kamruzzaman |
| 2005 | IDEAL | A Comparative Study of Two Novel Predictor Set Scoring Methods. | Chia Huey Ooi, Madhu Chetty |
| 2005 | PAKDD | Increasing Classification Accuracy by Combining Adaptive Sampling and Convex Pseudo-Data. | Chia Huey Ooi, Madhu Chetty |
| 2004 | HIS | An Efficient Algorithm for Computing the Fitness Function of a Hydrophobic-Hydrophilic Model. | Tamjidul Hoque, Madhu Chetty, Laurence Dooley |
| 2004 | HIS | Partially Computed Fitness Function Based Genetic Algorithm for Hydrophobic-Hydrophilic Model. | Tamjidul Hoque, Madhu Chetty, Laurence Dooley |
| 2003 | HIS | An Incremental Constructive Layer Algorithm for Controller Design. | Niranjan P. Bidargaddi, Madhu Chetty |
| 2002 | AISC | Towards a Hybrid Symbolic/Numeric Computational Approach in Controller Design. | Madhu Chetty |