Objects
Bidargaddi, Niranjan, Chetty, Madhu, Kamruzzaman, Joarder. Hidden Markov models Incorporating fuzzy measures and integrals for protein sequence identification and alignment. 2008.
Chowdhury, Ahsan, Chetty, Madhu, Evans, Rob. Kluwer Academic Publishers; 2015. Stochastic S-system modeling of gene regulatory network.
Chetty, Girija, Chetty, Madhu. Springer; 2009. Multiclass microarray gene expression analysis based on mutual dependency models.
Kasthuriarachchy, Buddhika, Chetty, Madhu, Karmakar, Gour, Walls, Darren. Institute of Electrical and Electronics Engineers Inc.; 2020. Pre-trained language models with limited data for intent classification.
Malik, Saleem, Chadhar, Mehmood, Vatanasakdakul, Savanid, Chetty, Madhu. MDPI; 2021. Factors affecting the organizational adoption of blockchain technology : extending the technology–organization– environment (TOE) framework in the Australian context.
Chhina, Shipra, Chadhar, Mehmood, Vatanasakdakul, Savanid, Chetty, Madhu. Australiasian Conference on Information Systems (ACIS); 2019. Challenges and opportunities for blockchain technology adoption : a systematic review.
Morshed, Nizamul, Chetty, Madhu, Nguyen, Vinh, Caelli, Terry. Association for Computing Machinery Inc. (ACM); 2013. mDBN: motif based learning of gene regulatory networks using dynamic Bayesian networks.
Youseph, Ahammed, Chetty, Madhu, Karmakar, Gour. Elsevier Ireland Ltd; 2019. Reverse engineering genetic networks using nonlinear saturation kinetics.
Nguyen, Vinh, Chetty, Madhu, Coppel, Ross, Wangikar, Pramod. Gene regulatory network modeling via global optimization of high-order dynamic Bayesian network. 2012.
Ooi, Chia, Teng, Shyh, Chetty, Madhu. Melbourne Springer-Verlag; 2008. A study on the importance of differential prioritization in feature selection using toy datasets.
Morshed, Nizamul, Chetty, Madhu. Acta Press; 2011. Information theoretic dynamic Bayesian network approach for reconstructing genetic networks.
Gaudana, Sandeep, Krishnakumar, S., Alagesan, Swathi, Digmurti, Madhuri, Viswanathan, Ganesh, Chetty, Madhu, Wangikar, Pramod. Rhythmic and sustained oscillations in metabolism and gene expression of Cyanothece sp. ATCC 51142 under constant light. 2013.
Rumana, Nazmul, Chetty, Madhu. Elsevier; 2014. Sib-based survival selection technique for protein structure prediction in 3D-FCC Lattice Model.
Hoque, Md Tamjidul, Chetty, Madhu, Sattar, Abdul. Springer; 2009. Genetic algorithm in ab initio protein structure prediction using low resolution model : a review.
Chowdhury, Ahsan, Chetty, Madhu, Nguyen, Vinh. Evaluating influence of microRNA in reconstructing gene regulatory networks. 2015.
Malik, Saleem, Chadhar, Mehmood, Chetty, Madhu. IEEE Computer Society; 2021. Factors affecting the organizational adoption of blockchain technology : an Australian perspective.
Chetty, Girija, Chetty, Madhu. Edinburgh IEEE; 2010. Multiclass microarray gene expression classification based on fusion of correlation features.
Nguyen, Vinh, Chetty, Madhu, Coppel, Ross, Wangikar, Pramod. GlobalMIT: learning globally optimal dynamic Bayesian network with the mutual information test criterion. 2011.
Chowdhury, Ahsan, Chetty, Madhu, Nguyen, Vinh. ACM; 2012. On the reconstruction of genetic network from partial microarray data.
Nair, Ajay, Chetty, Madhu, Wangikar, Pramod. ; 2015. Improving gene regulatory network inference using network topology information.
Khan, Rubaiya Rahtin, Chetty, Madhu. Institute of Electrical and Electronics Engineers Inc.; 2015. Towards large scale genetic network modeling.
Nguyen, Vinh, Chetty, Madhu, Coppel, Ross, Gaudana, Sandeep, Wangikar, Pramod. A model of the circadian clock in the cyanobacterium Cyanothece sp. ATCC 51142. 2013.
Nazmul, Rumana, Chetty, Madhu. An adaptive strategy for assortative mating in genetic algorithm. 2013.
Tang, Long, Chetty, Madhu, Lim, Suryani. Springer; 2011. Multi agent carbon trading incorporating human traits and game theory.
Morshed, Nizamul, Chetty, Madhu. The Institute of Electrical and Electronics Engineers; 2011. Reconstructing genetic networks with concurrent representation of instantaneous and time-delayed interactions.
Morshed, Nizamul, Chetty, Madhu, Xuan Vinh, Nguyen. Springer; 2011. Simultaneous learning of instantaneous and time-delayed genetic interactions using novel information theoretic scoring technique.
Nazmul, Rumana, Chetty, Madhu, Samudrala, Ram, Chalmers, David. IEEE; 2012. Protein structure prediction based on optimal hydrophobic core formation.
Islam, Ezazul, Chetty, Madhu, Lim, Suryani, Chadhar, Mehmood, Islam, Syed. AMCIS; 2022. Incorporating price information in Blockchain-based energy trading.
Nguyen, Vinh, Chetty, Madhu, Coppel, Ross, Wangikar, Pramod. Springer; 2012. Data discretization for dynamic Bayesian network based modeling of genetic networks.
Chowdhury, Ahsan, Chetty, Madhu, Nguyen, Vinh. Springer; 2013. Reverse engineering genetic networks with time-delayed S-system model and pearson correlation coefficient.
Islam, Md, Chetty, Madhu, Ullah, Abu, Steinhofel, Kathleen. Springer; 2011. A memetic approach to protein structure prediction in triangular lattices.
Chowdhury, Ahsan, Chetty, Madhu. IEEE; 2011. An improved method to infer gene regulatory network using s-system.
Gaudana, Sandeep, Alagesan, Swathi, Chetty, Madhu, Wangikar, Pramod. Diurnal rhythm of a unicellular diazotrophic cyanobacterium under mixotrophic conditions and elevated carbon dioxide. 2013.
Gamage, Hasini, Chetty, Madhu, Shatte, Adrian, Hallinan, Jennifer. Institute of Electrical and Electronics Engineers Inc.; 2021. An efficient boolean modelling approach for genetic network inference.
Gill, Jaskaran, Chetty, Madhu, Shatte, Adrian, Hallinan, Jennifer. Institute of Electrical and Electronics Engineers Inc.; 2022. Integrating steady-state and dynamic gene expression data for improving genetic network modelling.
Gamage, Hasini, Chetty, Madhu, Lim, Suryani, Hallinan, Jennifer, Nguyen, Huy. Institute of Electrical and Electronics Engineers Inc.; 2023. A robust ensemble regression model for reconstructing genetic networks.
Morshed, Nizamul, Chetty, Madhu. Springer; 2011. Combining instantaneous and time-delayed interactions between genes - a two phase algorithm based on information theory.
Nazmul, Rumana, Chetty, Madhu. ACM; 2013. A priority based parental selection method for genetic algorithm.
Islam, Md Ezazul, Chetty, Madhu, Lim, Suryani, Chadhar, Mehmood, Islam, Syed. IEEE Computer Society; 2022. Blockchain based smart auction mechanism for distributed peer-to-peer energy trading.
Malik, Saleem, Chadhar, Mehmood, Chetty, Madhu, Vatanasakdakul, Savanid. Wiley-Hindawi; 2022. Adoption of blockchain technology : exploring the factors affecting organizational decision.
Krishnakumar, Sujatha, Gaudana, Sandeep, Digmurti, Madhuri, Viswanathan, Ganesh, Chetty, Madhu, Wangikar, Pramod. Elsevier Ltd; 2015. Influence of mixotrophic growth on rhythmic oscillations in expression of metabolic pathways in diazotrophic cyanobacterium Cyanothece sp ATCC 51142.
Islam, Md Ezazul, Chetty, Madhu, Lim, Suryani, Chadhar, Mehmood, Islam, Syed. IEEE Computer Society; 2022. Resilience of stablecoin reserve for distributed energy trading.
Ram, Ramesh, Chetty, Madhu. Melbourne Springer; 2008. Generating synthetic gene regulatory networks.
Ram, Ramesh, Chetty, Madhu. A Markov-blanket-based model for gene regulatory network inference. 2011.
Chowdhury, Ahsan, Chetty, Madhu. ; 2015. Network decomposition based large-scale reverse engineering of gene regulatory network.
Chowdhury, Ahsan, Chetty, Madhu, Nguyen, Vinh. Springer; 2013. On the analysis of time-delayed interactions in genetic network using S-system model.
Islam, M. D., Chetty, Madhu. Melbourne IEEE; 2009. Novel memetic algorithm for protein structure prediction.
Ahmad, Shandar, Chetty, Madhu, Schmidt, Bertil. Pattern recognition in bioinformatics : Girls lose out. 2010.
Nair, Ajay, Chetty, Madhu, Wangikar, Pramod. Springer; 2014. Significance of non-edge priors in gene regulatory network reconstruction.
Chowdhury, Ahsan, Chetty, Madhu, Nguyen, Vinh. Incorporating time-delays in S-System model for reverse engineering genetic networks. 2013.
Youseph, Ahammed, Chetty, Madhu, Karmakar, Gour. IEEE; 2015. Gene regulatory network inference using Michaelis-Menten kinetics.
Nazmul, Rumana, Chetty, Madhu. Springer; 2013. A knowledge-based initial population generation in memetic algorithm for protein structure prediction.
Santhanagopalan, Meena, Chetty, Madhu, Foale, Cameron, Aryal, Sunil, Klein, Britt. ACM; 2018. Modeling neurocognitive reaction time with gamma distribution.
Rahman, Md Abdur, Chetty, Madhu, Bulach, Dieter, Wangikar, Pramod. Springer Verlag; 2015. Frequency decomposition based gene clustering.
Islam, Md, Chetty, Madhu, Murshed, Manzur. Springer; 2011. Conflict resolution based global search operators for long protein structures prediction.
Santhanagopalan, Meena, Chetty, Madhu, Foale, Cameron, Klein, Britt. Towards machine learning approach for digital-health intervention program. 2019.
Nguyen, Vinh, Chetty, Madhu, Coppel, Ross, Wangikar, Pramod. Springer; 2011. Dynamic Bayesian network modeling of cyanobacterial biological processes via gene clustering.
Malik, Saleem, Chadhar, Mehmood, Chetty, Madhu, Vatanasakdakul, Savanid. Springer Science and Business Media Deutschland GmbH; 2020. An exploratory study of the adoption of blockchain technology among Australian organizations : a theoretical model.
Hoque, Md Tamjidul, Chetty, Madhu, Sattar, Abdul. ; 2009. Extended HP model for protein structure prediction.
Youseph, Ahammed, Chetty, Madhu, Karmakar, Gour. Springer Verlag; 2016. Exploiting temporal genetic correlations for enhancing regulatory network optimization.
Chowdhury, Ahsan, Chetty, Madhu, Nguyen, Vinh. Association for Computing Machinery Inc. (ACM); 2013. Inferring large scale genetic networks with S-System model.
Youseph, Ahammed, Chetty, Madhu, Karmakar, Gour. Association for Computing Machinery; 2018. Large scale modeling of genetic networks using gene knockout data.
Malik, Saleem, Chetty, Madhu, Chadhar, Mehmood. Australasian Conference on Information Systems (ACIS); 2018. Information technology and organizational learning interplay : A survey.
Bidargaddi, Niranjan, Chetty, Madhu, Kamruzzaman, Joarder. Combining segmental semi-Markov models with neural networks for protein secondary structure prediction. 2009.
Ram, Ramesh, Chetty, Madhu, Bulach, Dieter. Melbourne Springer Berlin; 2008. Constraint minimization for efficient modelling of gene regulatory network.
Chowdhury, Ahsan, Chetty, Madhu. Malden, MA; 2015. Reconstruction of Large-scale gene regulatory network using s-system model.
Ram, Ramesh, Chetty, Madhu. Springer; 2009. MCMC based Bayesian inference for modelling gene networks.
Youseph, Ahammed, Chetty, Madhu, Karmakar, Gour. Springer Netherlands; 2018. PCA based population generation for genetic network optimization.
Nazmul, Rumana, Chetty, Madhu. Springer; 2013. Protein structure prediction with a new composite measure of diversity and memory-based diversification strategy.
Ooi, Chia, Chetty, Madhu, Teng, Shyh. ; 2009. Degree of differential prioritization.
Gill, Jaskaran, Chetty, Madhu, Shatte, Adrian, Hallinan, Jennifer. Institute of Electrical and Electronics Engineers Inc.; 2021. Dynamically regulated initialization for S-system modelling of genetic networks.
Nazmul, Rumana, Chetty, Madhu, Chowdhury, Ahsan. Elsevier B.V.; 2021. An improved memetic approach for protein structure prediction incorporating maximal hydrophobic core estimation concept.
Santhanagopalan, Meena, Chetty, Madhu, Foale, Cameron, Aryal, Sunil, Klein, Britt. Springer International Publishing; 2018. Relevance of frequency of heart-rate peaks as indicator of ‘Biological’ Stress level.
Gill, Jaskaran, Chetty, Madhu, Shatte, Adrian, Hallinan, Jennifer. Elsevier Ireland Ltd; 2022. Combining kinetic orders for efficient S-System modelling of gene regulatory network.
Youseph, Ahammed, Chetty, Madhu, Karmakar, Gour. Springer Verlag; 2015. Decoupled modeling of gene regulatory networks using Michaelis-Menten kinetics.
Hoque, Md Tamjidul, Chetty, Madhu, Lewis, Andrew, Sattar, Abdul. Twin removal in genetic algorithms for protein structure prediction using low-resolution model. 2011.
Morshed, Nizamul, Chetty, Madhu, Nguyen, Vinh. Springer; 2012. FusGP: Bayesian co-learning of gene regulatory networks and protein interaction networks.
Islam, Md Ezazul, Islam, Md Rafiqul, Chetty, Madhu, Lim, Suryani, Chadhar, Mehmood. Springer Science and Business Media Deutschland GmbH; 2023. User authentication and access control to blockchain-based forensic log data.
Chanthaphavong, Santi, Chetty, Madhu. Barcelona IEEE; 2010. Binary-organoid particle swarm optimisation for inferring genetic networks.
Kasthuriarachchy, Buddhika, Chetty, Madhu, Shatte, Adrian, Walls, Darren. Association for Computing Machinery; 2023. Meaning-sensitive text data augmentation with intelligent masking.
Nguyen, Vinh, Chetty, Madhu, Coppel, Ross, Wangikar, Prangipar. Springer; 2011. Polynomial time algorithm for learning globally optimal Dynamic Bayesian network.
Nguyen, Vinh, Chetty, Madhu, Coppel, Ross, Wangikar, Pramod. IEEE Computer Society; 2012. Local and global algorithms for learning dynamic Bayesian networks.
Kasthuriarachchy, Buddhika, Chetty, Madhu, Shatte, Adrian, Walls, Darren. MDPI; 2021. From general language understanding to noisy text comprehension.
Nguyen, Vinh, Chetty, Madhu, Coppel, Ross, Wangikar, Pramod. ; 2012. Issues impacting genetic network reverse engineering algorithm validation using small networks.
Islam, Md Kamrul, Chetty, Madhu, Murshed, Manzur. The Institute of Electrical and Electronics Engineers; 2011. Novel local improvement techniques in clustered memetic algorithm for protein structure prediction.
Chowdhury, Ahsan, Chetty, Madhu, Vinh, Nguyen. IEEE; 2012. Adaptive regulatory genes cardinality for reconstructing genetic networks.
Nazmul, Rumana, Chetty, Madhu, Chowdhury, Ashan. Elsevier B.V.; 2020. Multimodal memetic framework for low-resolution protein structure prediction.
Hoque, Md Tamjidul, Chetty, Madhu, Lewis, Andrew, Sattar, Abdul. Melbourne Springer; 2008. DFS based partial pathways in GA for protein structure prediction.
Ram, Ramesh, Chetty, Madhu. IGI Publishing; 2010. Modelling gene regulatory networks using computational intelligence techniques.
Islam, M. D., Chetty, Madhu. Clustered memetic algorithm with local heuristics for ab initio protein structure prediction. 2013.
Morshed, Nizamul, Chetty, Madhu, Nguyen, Vinh. ; 2012. Simultaneous learning of instantaneous and time-delayed genetic interactions using novel information theoretic scoring technique.
Krishnakumar, Sujatha, Gaudana, Sandeep, Vinh, Nguyen, Viswanathan, Ganesh, Chetty, Madhu, Wangikar, Pramod. Public Library of Science; 2015. Coupling of cellular processes and their coordinated oscillations under continuous light in Cyanothece sp. ATCC 51142, a diazotrophic unicellular cyanobacterium.
Islam, M. D., Chetty, Madhu. Barcelona, Spain The Institute of Electrical and Electronics Engineers; 2010. Clustered memetic algorithm for protein structure prediction.
Kasthuriarachchy, Buddhika, Chetty, Madhu, Shatte, Adrian, Walls, Darren. Institute of Electrical and Electronics Engineers Inc.; 2021. Cost effective annotation framework using zero-shot text classification.
Gill, Jaskaran, Chetty, Madhu, Lim, Suryani, Hallinan, Jennifer. Multidisciplinary Digital Publishing Institute (MDPI); 2023. Knowledge-based intelligent text simplification for biological relation extraction.
Yu, Shuo, Xia, Feng, Wang, Yueru, Li, Shihao, Febrinanto, Falih, Chetty, Madhu. Institute of Electrical and Electronics Engineers Inc.; 2024. PANDORA : deep graph learning based COVID-19 infection risk level forecasting.
Alam, Mohammad, Karmakar, Gour, Islam, Syed, Kamruzzaman, Joarder, Chetty, Madhu, Lim, Suryani, Appuhamillage, Gayan, Chattopadhyay, Gopinath, Wilcox, Steve, Verheyen, Vincent. Institute of Electrical and Electronics Engineers Inc.; 2019. Assessing transformer oil quality using deep convolutional networks.
Gamage, Hasini, Chetty, Madhu, Shatte, Adrian, Hallinan, Jennifer. Elsevier Ireland Ltd; 2022. Filter feature selection based boolean modelling for genetic network inference.
Gill, Jaskaran, Chetty, Madhu, Lim, Suryani, Hallinan, Jennifer. Public Library of Science; 2024. Large language model based framework for automated extraction of genetic interactions from unstructured data.
Gamage, Hasini, Chetty, Madhu, Lim, Suryani, Hallinan, Jennifer. Public Library of Science; 2023. MICFuzzy : a maximal information content based fuzzy approach for reconstructing genetic networks.