Sandhya Samarasinghe

Publication Activity (10 Years)

Years Active: 1995-2023
Publications (10 Years): 15

Top Topics

Cancer Treatment

Biological Networks

Fuzzy Cognitive Maps

Top Venues

Publications

Sandhya Samarasinghe
Collective computational intelligence in biology - Emergence of memory in somatic tissues. Biosyst. 223 (2023)
Mohammad Abdallah Alsharaiah, Sandhya Samarasinghe, Don Kulasiri
Proteins as fuzzy controllers: Auto tuning a biological fuzzy inference system to predict protein dynamics in complex biological networks. Biosyst. 224 (2023)
Leshi Chen, Don Kulasiri, Sandhya Samarasinghe
Fundamental Boolean network modelling for childhood acute lymphoblastic leukaemia pathways. Quant. Biol. 10 (1) (2022)
Mamoon Obiedat, Sandhya Samarasinghe
Modelling Socio-ecological Systems: Implementation of an Advanced Fuzzy Cognitive Map Framework for Policy development for addressing complex real-life challenges. CoRR (2022)
Mutaz Khazaaleh, Sandhya Samarasinghe, Don Kulasiri
A new hierarchical approach to multi-level model abstraction for simplifying ODE models of biological networks and a case study: The G1/S Checkpoint/DNA damage signalling pathways of mammalian cell cycle. Biosyst. 203 (2021)
Tran Nguyen Minh-Thai, Sandhya Samarasinghe, Michael Levin
A Comprehensive Conceptual and Computational Dynamics Framework for Autonomous Regeneration Systems. Artif. Life 27 (2) (2021)
Kitti Chiewchan, Patricia Anthony, Birendra KC, Sandhya Samarasinghe
Improving Water Distribution in a Multi-Agent System Using Fixed Multiunit First-Price Sealed-Bid Auction. KES-AMSTA (2021)
Mutaz Khazaaleh, Sandhya Samarasinghe
Using activity time windows and logical representation to reduce the complexity of biological network models: G1/S checkpoint pathway with DNA damage. Biosyst. (2020)
Rahul Kosarwal, Don Kulasiri, Sandhya Samarasinghe
Novel domain expansion methods to improve the computational efficiency of the Chemical Master Equation solution for large biological networks. BMC Bioinform. 21 (1) (2020)
Kitti Chiewchan, Patricia Anthony, Birendra KC, Sandhya Samarasinghe
Improving Water Allocation Using Multi-agent Negotiation Mechanisms. KES-AMSTA (2019)
Tran Nguyen Minh-Thai, Jagannath Aryal, Sandhya Samarasinghe, Michael Levin
A Computational Framework for Autonomous Self-repair Systems. Australasian Conference on Artificial Intelligence (2018)
Sandhya Samarasinghe, Hong Ling
A system of recurrent neural networks for modularising, parameterising and dynamic analysis of cell signalling networks. Biosyst. 153 (2017)
Sandhya Samarasinghe, Manishi Kohli, Don Kulasiri
Neural Networks for Robotic Detection of Mastitis in Dairy Cows: Netherlands and New Zealand Perspectives. IntelliSys (2) (2016)
Mamoon Obiedat, Sandhya Samarasinghe
A novel semi-quantitative Fuzzy Cognitive Map model for complex systems for addressing challenging participatory real life problems. Appl. Soft Comput. 48 (2016)
Jingyi Liang, Don Kulasiri, Sandhya Samarasinghe
dysregulation in the endoplasmic reticulum related to Alzheimer's disease: A review on experimental progress and computational modeling. Biosyst. 134 (2015)
Champi Thusangi Wannige, Don Kulasiri, Sandhya Samarasinghe
The meiotic-mitotic initiation switch in budding yeast maintains its function robustly against sensitive parameter perturbations. Biosyst. 124 (2014)
Y. He, Don Kulasiri, Sandhya Samarasinghe
Systems biology of synaptic plasticity: A review on N-methyl-d-aspartate receptor mediated biochemical pathways and related mathematical models. Biosyst. 122 (2014)
Hong Ling, Sandhya Samarasinghe, Don Kulasiri
Novel recurrent neural network for modelling biological networks: Oscillatory p53 interaction dynamics. Biosyst. 114 (3) (2013)
Hong Ling, Sandhya Samarasinghe, Don Kulasiri
Computational experiments reveal the efficacy of targeting CDK2 and CKIs for significantly lowering cellular senescence bar for potential cancer treatment. Biosyst. 111 (2) (2013)
Sandhya Samarasinghe, Graham Strickert
Mixed-method integration and advances in fuzzy cognitive maps for computational policy simulations for natural hazard mitigation. Environ. Model. Softw. 39 (2013)
Majeed Safa, Sandhya Samarasinghe
Modelling Energy Use and Fuel Consumption in Wheat Production Using Indirect Factors and Artificial Neural Networks. ICONIP (2) (2012)
Chintanu Kumar Sarmah, Sandhya Samarasinghe
Microarray gene expression: A study of between-platform association of Affymetrix and cDNA arrays. Comput. Biol. Medicine 41 (10) (2011)
Don Kulasiri, Y. He, Sandhya Samarasinghe
Robustness of circadian rhythms in the presence of molecular fluctuations: An investigation based on a mechanistic, statistical theory and a simulation algorithm. Biosyst. 106 (1) (2011)
Hong Ling, Don Kulasiri, Sandhya Samarasinghe
Robustness of G1/S checkpoint pathways in cell cycle regulation based on probability of DNA-damaged cells passing as healthy cells. Biosyst. 101 (3) (2010)
Ramesh K. Rayudu, Sandhya Samarasinghe, Don Kulasiri
A Comparison of Model-based Reasoning and Learning Approaches to Power Transmission Fault Diagnosis. ANNES (1995)