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1
Is ‘Trojan Horse’ : seeing wood for the trees?
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Commentary -
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A compact dual-polarized Vivaldi antenna with high gain for tree radar applications
Published 2024Get full text
Journal Article -
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Evaluation of carob tree (Ceratonia siliqua L.) pods, through three different drying techniques, and ultrasonic assisted extraction, for presence of bioactives
Published 2024“…The Mediterranean evergreen carob tree (Ceratonia siliqua L.) produces pods, that may be edible and even therapeutic. …”
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Article -
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15.053 Optimization Methods in Management Science, Spring 2007
Published 2007Get full text
Learning Object -
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Prediction of international rice production using long short- term memory and machine learning models
Published 2025“…This paper proposes machine learning (ML) and deep learning (DL) models like linear regression, ridge regression, random forest (RF), adaptive boosting (AdaBoost), categorical boosting (CatBoost), extreme gradient boosting (XGBoost), gradient boosting, decision tree, and long short-term memory (LSTM) to predict international rice production. …”
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Article -
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16.410 / 16.413 Principles of Autonomy and Decision Making, Fall 2003
Published 2003Get full text
Learning Object -
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16.410 / 16.413 Principles of Autonomy and Decision Making, Fall 2005
Published 2005Get full text
Learning Object -
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A transparent data-driven method for stability-constrained load restoration considering multi-phase load dynamics
Published 2023“…A transparent data-driven method based on optimal decision trees is developed to address all the short-term stability criteria (including frequency, voltage, and transient stability) considering the inrush phase of load dynamics. …”
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Journal Article -
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Understanding sudden larch death – from epidemiology to host resistance
Published 2021“…Older stands with >95% mortality had occasional very healthy trees at least seven years after first reported infection. …”
Thesis -
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Pylon model for semantic segmentation
Published 2012“…In the paper we show that if, instead of a flat partitioning, the image is represented by a hierarchical segmentation tree, then the resulting energy combining unary and boundary terms can still be optimized using graph cut (with all the corresponding benefits of global optimality and efficiency). …”
Conference item -
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Effects of soil management practices on soil fauna feeding activity in an Indonesian oil palm plantation
Published 2015“…The results demonstrate that different soil management practices at the tree-scale have the ability to create spatial complexity in soil fauna feeding activity and soil chemical properties. …”
Journal article -
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Marketing products and services in the dynamic environment.
Published 2011“…We recommended the institutionalization of Tree-shirts, a product line name and buzzword that is poised to trickle into the mainstream markets and permeate through the green industry as a household name in time. …”
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Final Year Project (FYP) -
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Predicting Outcomes of Preterm Neonates Post Intraventricular Hemorrhage
Published 2024“…Various explainable ML techniques—including statistical, regularization, deep learning, decision trees, and Bayesian methods—were employed to predict PHVD development and survival and to discover disease-specific protein biomarkers. …”
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Article -
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A general and efficient representation of ancestral recombination graphs
Published 2024“…As a result of recombination, adjacent nucleotides can have different paths of genetic inheritance and therefore the genealogical trees for a sample of DNA sequences vary along the genome. …”
Journal article -
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Unbiased metabolomics of volatile secondary metabolites in essential oils originated from Myrtaceae species
Published 2024“…In this study, an untargeted metabolomic approach was applied to analyze volatile secondary metabolites in five different essential oils (i.e., anise myrtle oil, honey myrtle oil, lemon myrtle oil, lemon-scented tea tree oil, and peppermint gum oil) from the Myrtaceae family, originating from the Australian bush plants. …”
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Article -
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Mechanically stimulated motion and fatigue response of Mimosa pudica
Published 2014“…Mimosa pudica is a common weed found in Singapore and its offshore islands, mainly in grassy fields or under trees and shrubs. Its compound leaves fold inward and droop when touched, shaken, or blown, only to re-open minutes later. …”
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Final Year Project (FYP) -
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Precious metal price prediction using deep neural networks
Published 2021“…Then, four traditional regression methods in machine learning are used to train and evaluate the same dataset of the gold price, including the linear regression, support vector regression (SVR), decision tree regression and the random forest algorithm. …”
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