Sandhya Samarasinghe
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New Zealand engineering academic
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Sandhya Samarasingheengineering Degrees
Engineering
#7764
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#9180
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Civil Engineering
#462
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#551
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Applied Physics
#3176
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#3254
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Engineering
Sandhya Samarasinghe's Degrees
- Bachelors Civil Engineering University of Auckland
- Masters Structural Engineering University of Auckland
Why Is Sandhya Samarasinghe Influential?
(Suggest an Edit or Addition)According to Wikipedia, Sandhya Samarasinghe is a New Zealand engineering academic and currently a full professor at the Lincoln University. Academic career Samarasinghe earned a Master's of Science in Mechanical Engineering at Patrice Lumumba University, Moscow, and a Master's and PhD in Engineering at Virginia Tech. After her 1991 PhD thesis, titled 'Long-term creep modeling of wood using time temperature superposition principle' , she moved to Lincoln University, rising to full professor.
Sandhya Samarasinghe's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- Neural Networks for Applied Sciences and Engineering: From Fundamentals to Complex Pattern Recognition (2006) (507)
- Neural Networks for Applied Sciences and Engineering (2006) (257)
- Complex time series analysis of PM10 and PM2.5 for a coastal site using artificial neural network modelling and k-means clustering (2014) (131)
- Artificial Neural Network Modelling (2016) (108)
- Prediction of lamb tenderness using image surface texture features (2006) (73)
- Prediction of Wheat Production Using Artificial Neural Networks and Investigating Indirect Factors Affecting It: Case Study in Canterbury Province, New Zealand (2015) (69)
- Classification of lamb carcass using machine vision: Comparison of statistical and neural network analyses (2007) (54)
- A field study of energy consumption in wheat production in Canterbury, New Zealand (2011) (53)
- Detection of mastitis and its stage of progression by automatic milking systems using artificial neural networks (2009) (49)
- Determination of fuel consumption and indirect factors affecting it in wheat production in Canterbur (2010) (43)
- Digital image analysis based automated kiwifruit counting technique (2008) (37)
- Mixed-method integration and advances in fuzzy cognitive maps for computational policy simulations for natural hazard mitigation (2013) (36)
- Neural Networks for predicting fracture toughness of individual wood samples (2007) (36)
- Stress Intensity Factor of Wood from Crack-Tip Displacement Fields Obtained from Digital Image Processing (2004) (35)
- Displacement fields of wood in tension based on image processing: Part 1. Tension parallel- and perpendicular-to-grain and comparisons with isotropic behaviour. (2000) (35)
- Use of neural networks to detect minor and major pathogens that cause bovine mastitis. (2009) (35)
- DifFUZZY: a fuzzy clustering algorithm for complex datasets (2010) (33)
- CO₂ emissions from farm inputs "case study of wheat production in Canterbury, New Zealand". (2012) (29)
- Robustness of G1/S checkpoint pathways in cell cycle regulation based on probability of DNA-damaged cells passing as healthy cells (2010) (29)
- A Review of Systems Biology Perspective on Genetic Regulatory Networks with Examples (2008) (28)
- A New Method for Identifying the Central Nodes in Fuzzy Cognitive Maps using Consensus Centrality Measure (2011) (25)
- Mathematical modelling of p53 basal dynamics and DNA damage response. (2015) (25)
- Ca2+ dysregulation in the endoplasmic reticulum related to Alzheimer's disease: A review on experimental progress and computational modeling (2015) (25)
- Novel recurrent neural network for modelling biological networks: Oscillatory p53 interaction dynamics (2013) (24)
- A novel semi-quantitative Fuzzy Cognitive Map model for complex systems for addressing challenging participatory real life problems (2016) (23)
- Modelling fuel consumption in wheat production using artificial neural networks (2013) (21)
- Systems biology of synaptic plasticity: A review on N-methyl-d-aspartate receptor mediated biochemical pathways and related mathematical models (2014) (21)
- Prediction of lamb carcass grades using features extracted from lamb chop images (2006) (20)
- Microarray gene expression: A study of between-platform association of Affymetrix and cDNA arrays (2011) (19)
- Displacement fields of wood in tension based on image processing: Part 2. Crack-tip displacements in mode-I and mixed-mode fracture. (2000) (18)
- A Simple Affymetrix Ratio-transformation Method Yields Comparable Expression Level Quantifications with cDNA Data (2010) (16)
- Solving the Inverse Problem in Stochastic Groundwater Modelling with Artificial Neural Networks (2002) (16)
- IMPROVING PREDICTION OF APHID FLIGHTS BY TEMPORAL ANALYSIS OF INPUT DATA FOR AN ARTIFICIAL NEURAL NETWORK (2002) (16)
- On-line detection of mastitis in dairy herds using artificial neural networks (2005) (16)
- The use of artificial neural networks to diagnose mastitis in dairy cattle (2003) (16)
- CREEP MODELING OF WOOD USING TIME-TEMPERATURE SUPERPOSITION (1994) (15)
- Modelling heat and mass transfer in drying of biological materials: a simplified approach to materials with small dimensions (1996) (15)
- Computational investigation of Amyloid-β-induced location- and subunit-specific disturbances of NMDAR at hippocampal dendritic spine in Alzheimer’s disease (2017) (15)
- Modelling bidirectional modulations in synaptic plasticity: A biochemical pathway model to understand the emergence of long term potentiation (LTP) and long term depression (LTD). (2016) (14)
- Study of Mode-I and Mixed-Mode fracture in wood using digital image correlation method (1996) (14)
- A Novel Data-Driven Boolean Model for Genetic Regulatory Networks (2018) (13)
- Integrated Analysis of Gene Network in Childhood Leukemia from Microarray and Pathway Databases (2014) (12)
- Boolean Calcium Signalling Model Predicts Calcium Role in Acceleration and Stability of Abscisic Acid-Mediated Stomatal Closure (2018) (11)
- Functional repertoire of protein kinases and phosphatases in synaptic plasticity and associated neurological disorders (2020) (11)
- Computational experiments reveal the efficacy of targeting CDK2 and CKIs for significantly lowering cellular senescence bar for potential cancer treatment (2013) (11)
- Artificial neural networks to identify naturally existing disease severity status (2014) (10)
- A comprehensive complex systems approach to the study and analysis of mammalian cell cycle control system in the presence of DNA damage stress. (2017) (10)
- Fuzzy Representation and Aggregation of Fuzzy Cognitive Maps (2013) (10)
- Microarray data integration: frameworks and a list of underlying issues (2010) (10)
- Modelling the dynamics of CaMKII-NMDAR complex related to memory formation in synapses: the possible roles of threonine 286 autophosphorylation of CaMKII in long term potentiation. (2015) (9)
- Resilience models for New Zealand's Alpine Skiers based on people's knowledge and experience: a mixed method and multi-step fuzzy cognitive mapping approach (2009) (9)
- An unbiased sensitivity analysis reveals important parameters controlling periodicity of circadian clock (2010) (9)
- A Model for Assessing Waste Generation Factors and Forecasting Waste Generation using Artificial Neural Networks: A Case Study of Chile (2004) (9)
- The estimation of parameters for stochastic differential equations using neural networks (2007) (9)
- Towards a generalized colour image segmentation for kiwifruit detection (2009) (8)
- Modelling variability in full-field displacement profiles and Poisson ratio of wood in compression using stochastic neural networks. (2009) (8)
- Modeling Fuel Consumption in Wheat Production Using Neural Networks (2009) (8)
- Can artificial neural network systems be used for forecasting aphid flight patterns (2001) (7)
- A comparison of model-based reasoning and learning approaches to power transmission fault diagnosis (1995) (7)
- Mathematical modelling of core regulatory mechanism in p53 protein that activates apoptotic switch. (2019) (7)
- Ultrasound based computer aided diagnosis of breast cancer: Evaluation of a new feature of mass central regularity degree (2011) (6)
- A co-operative hybrid algorithm for fault diagnosis in power transmission (2000) (6)
- Using emergent clustering methods to analyse short time series gene expression data from childhood leukemia treated with glucocorticoids (2009) (6)
- Neural Networks for Nonlinear Pattern Recognition (2016) (6)
- DifFUZZY: A fuzzy spectral clustering algorithm for complex data sets (2009) (5)
- Neural networks for water systems analysis: from fundamentals to complex pattern recognition (2010) (5)
- Fracture toughness of wood based on experimental near-tip displacement fields and orthotropic theory (1999) (5)
- A Novel Computational Approach for Biomarker Detection for Gene Expression-Based Computer-Aided Diagnostic Systems for Breast Cancer (2021) (5)
- A nutrient dependant switch explains mutually exclusive existence of meiosis and mitosis initiation in budding yeast. (2014) (5)
- Improving Water Allocation Using Multi-agent Negotiation Mechanisms (2019) (4)
- A Computational Framework for Autonomous Self-repair Systems (2018) (4)
- A review of voltage/Var control (2003) (4)
- Neural Networks for Time-Series Forecasting (2016) (4)
- Optimum structure of feed forward neural networks by SOM clustering of neuron activations (2007) (4)
- Global sensitivity analysis of a model related to memory formation in synapses: Model reduction based on epistemic parameter uncertainties and related issues. (2017) (4)
- Machine Learning for Childhood Acute Lymphoblastic Leukaemia Gene Expression Data Analysis: A Review (2010) (4)
- Agent Based Irrigation Management for Mixed-Cropping Farms (2018) (3)
- Robustness of circadian rhythms in the presence of molecular fluctuations: An investigation based on a mechanistic, statistical theory and a simulation algorithm (2011) (3)
- Synthesizing Neurophysiology, Genetics, Behaviour and Learning to Produce Whole-Insect Programmable Sensors to Detect Volatile Chemicals (2009) (3)
- Determination of fat content in retail ready meat samples using image analysis (2003) (3)
- A system of recurrent neural networks for modularising, parameterising and dynamic analysis of cell signalling networks (2017) (3)
- Computational techniques in mathematical modelling of biological switches (2015) (3)
- Towards Abstraction of Computational Modelling of Mammalian Cell Cycle: Model Reduction Pipeline Incorporating Multi-Level Hybrid Petri Nets. (2020) (3)
- Computational modeling and experimental validation of odor detection behaviors of classically conditioned parasitic wasp, Microplitis croceipes (2015) (3)
- A Comparative Study of Parameter Estimation in Hydrology Modelling : Artificial Neural Networks and Curve Fitting Approaches (2003) (3)
- A Network of Neural Nets to Model Power System Networks for Fault Diagnosis (1997) (2)
- Fundamentals of Neural Networks and Models for Linear Data Analysis (2016) (2)
- Novel domain expansion methods to improve the computational efficiency of the Chemical Master Equation solution for large biological networks (2020) (2)
- 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 (2021) (2)
- Stochastic Neural Networks for Modelling Random Processes from Observed Data (2016) (2)
- A review of computational models of mammalian cell cycle (2015) (2)
- Improved Ultrasound Based Computer Aided Diagnosis System for Breast Cancer Incorporating a New Feature of Mass Central Regularity Degree (CRD) (2016) (2)
- Modelling of Energy Consumption in Wheat Production Using Neural Networks (2010) (2)
- Detection of dairy cattle Mastitis: modelling of milking features using deep neural networks (2019) (2)
- Modeling protein-protein interactions in axon initial segment to understand their potential impact on action potential initiation (2020) (2)
- Prediction of lamb tenderness using texture features (2003) (2)
- A comprehensive conceptual and computational dynamics framework for Autonomous Regeneration Systems (2019) (2)
- Using activity time windows and logical representation to reduce the complexity of biological network models: G1/S checkpoint pathway with DNA damage (2020) (2)
- Exploration of fracture dynamics properties and predicting fracture toughness of individual wood beams using neural networks. (2009) (1)
- Neural Networks for Robotic Detection of Mastitis in Dairy Cows: Netherlands and New Zealand Perspectives (2016) (1)
- Regulation of Meiosis Initiation before the Commitment Point in Budding Yeast: A Review of Biology, Molecular Mechanisms and Related Mathematical Models (2015) (1)
- Robustness of CDK2 in Triggering Cellular Senescence based on Probability of DNA‐damaged Cells Passing G1/S Checkpoint (2011) (1)
- On the use of local and global search paradigms for computer-aided diagnosis of breast cancer (2015) (1)
- Lamb carcass classification system based on computer vision. Part 1, Texture features and discriminant analysis (2003) (1)
- An improved stochastic modelling framework for biological networks (2019) (1)
- Discovering Unknown Clusters in Data with Self-Organizing Maps (2016) (1)
- Three neural network case studies in biology and natural resource management (2002) (1)
- A flexible and temporal integral optimal reactive power control system (2004) (1)
- Modelling displacement fields of wood in compression loading using stochastic neural networks (2007) (1)
- Water distribution in community irrigation using a multi-agent system (2022) (1)
- Nature of knot checks developed during seasoning of radiata pine sawn boards (1996) (1)
- Order in the Black Box: Consistency and Robustness of Hidden Neuron Activation of Feed Forward Neural Networks and Its Use in Efficient Optimization of Network Structure (2016) (1)
- Integration of Model-based and Heuristic Fault Diagnosis in Power Transmission Networks (1996) (1)
- A multifarious exploration of Synaptic Tagging and Capture hypothesis in synaptic plasticity: development of an integrated mathematical model and computational experiments. (2022) (1)
- Gene expression based computer aided diagnostic system for breast cancer: a novel biological filter for biomarker detection (2013) (1)
- Modelling Energy Use and Fuel Consumption in Wheat Production Using Indirect Factors and Artificial Neural Networks (2012) (1)
- Building a hybrid neural network model for gold price forecasting (2009) (1)
- Neural networks and Fuzzy clustering methods for assessing the efficacy of microarray based intrinsic gene signatures in breast cancer classification and the character and relations of identified subtypes. (2015) (1)
- An orthotropic model for heat transfer in Pinus radiata in low temperature kiln-drying (1999) (0)
- Study of fracture properties of wood using high-speed video imaging and neural networks (2002) (0)
- Role of Wiener chaos expansion in modelling randomness for groundwater contamination flow (2019) (0)
- AM Solving the Inverse Problem in Stochastic Groundwater Modelling with Artificial Neural Networks (2018) (0)
- Modeling rapid stomatal closure with synchronous Boolean network approach (2013) (0)
- The meiotic-mitotic initiation switch in budding yeast maintains its function robustly against sensitive parameter perturbations (2014) (0)
- A Modeling and Analysis Study Reveals That CaMKII in Synaptic Plasticity Is a Dominant Affecter in CaM Systems in a T286 Phosphorylation-Dependent Manner (2022) (0)
- Computer Models: Are We Using Them Intelligently? (1997) (0)
- Analysis of ligand binding to macromolecules using kinetic and polynomial approaches (2017) (0)
- Intelligent Fault Diagnostic System for Power Networks (1997) (0)
- A fuzzy SMART based dynamic decision making system: a voltage control case study (2005) (0)
- Boolean Calcium Signalling Model Predicts Calcium Role in Acceleration and Stability of Abscisic Acid-Mediated Stomatal Closure (2018) (0)
- Proteins as fuzzy controllers: Auto tuning a biological fuzzy inference system to predict protein dynamics in complex biological networks (2023) (0)
- Assessment of Uncertainty of Neural Network Models Using Bayesian Statistics (2016) (0)
- A System of Subsystems: Hierarchical Modularity of Guard Cell Aba Signalling Network Defines its Evolutionary Success (2022) (0)
- From Data to Models: Complexity and Challenges in Understanding Biological, Ecological, and Natural Systems (2016) (0)
- Improving Water Distribution in a Multi-Agent System Using Fixed Multiunit First-Price Sealed-Bid Auction (2021) (0)
- Novel domain expansion methods to improve the computational efficiency of the solution of Chemical Master Equation for large biological networks. (2020) (0)
- A Hybrid Artificial Neural Networks Approach to Solve the Inverse Problem in Advection-Dispersion Models (2002) (0)
- Data Exploration, Dimensionality Reduction, and Feature Extraction (2016) (0)
- A Comprehensive conceptual and computational dynamics framework for autonomous regeneration of form and function in biological organisms (2022) (0)
- Lamb Carcass Classification System Based on Computer Vision Part 2: Texture Features and Neural Networks (2003) (0)
- Modelling Socio-ecological Systems: Implementation of an Advanced Fuzzy Cognitive Map Framework for Policy development for addressing complex real-life challenges (2022) (0)
- Implementation of Neural Network Models for Extracting Reliable Patterns from Data (2016) (0)
- Methodology for development of single cell dendritic spine (SCDS) synaptic tagging and capture model using Virtual Cell (VCell) (2023) (0)
- APPLIED COMPUTING, MATHEMATICS AND STATISTICS GROUP (2002) (0)
- A hierarchical systems modelling approach based on neural networks for forecasting global waste generation: a case study of Chile (2005) (0)
- Detection of Alzheimer’s disease onset using MRI and PET neuroimaging: longitudinal data analysis and machine learning (2023) (0)
- The application of artificial intelligence to pest risk analysis (2002) (0)
- Learning of Nonlinear Patterns by Neural Networks (2016) (0)
- Robustness of CDK2 in triggering cellular senescence based on probability of DNA-damaged cells passing G1/S checkpoint (2011) (0)
- Novel domain expansion methods to improve the computational efficiency of the Chemical Master Equation solution for large biological networks (2020) (0)
- Alleviating the unwanted effects of oxidative stress on Aβ clearance: a review of related concepts and strategies for the development of computational modelling (2023) (0)
- An approach to compare Affymetrix and cDNA gene expressions (2012) (0)
- Abstract—an Artificial Neural Network (ann) Approach Was Modelling of Energy Consumption in Wheat Production Using Neural Networks " Case Study in Canterbury Province, New Zealand " N (0)
- A Generalized Stochastic Solute Transport Model for Multiscale Dispersion in Porous Media (2012) (0)
- CDK2 and CKI targeting can significantly lower the cellular senescence bar – reveals a mathematical model of G1/S checkpoint pathway (2010) (0)
- Computational Modelling of Synaptic Plasticity: A review of models, parameter estimation using deep learning, and stochasticity (2021) (0)
- Prediction of lamb tenderness using combined quality parameters and meat surface characteristics (2015) (0)
- TOWARDS A HYBRID REAL-TIME OPTIMAL VOLTAGE / VAR CONTROL SYSTEM — A REVIEW (2003) (0)
- System Modelling of Mammalian Cell Cycle Regulation Using Multi-Level Hybrid Petri Nets (2015) (0)
- Collective computational intelligence in biology - Emergence of memory in somatic tissues (2022) (0)
- Artificially Intelligent Transmission (1997) (0)
- Number 09 / 48 DifFUZZY : A fuzzy spectral clustering algorithm for complex data sets by (2010) (0)
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What Schools Are Affiliated With Sandhya Samarasinghe?
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