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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
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Journal Article -
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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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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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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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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“…Optimizing the use of available soil management practices in oil palm plantations is crucial to enhance long-term soil fertility and productivity. However, this needs a thorough understanding of the functional responses of soil biota to these management practices. …”
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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Precious metal price prediction using deep neural networks
Published 2021“…In this project, the predicting model proposed by Vidya and Hari [1] is reproduced, using the long short-term memory (LSTM) network model. The results we obtain are roughly the same as those observed by Vidya and Hari. …”
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Thesis-Master by Coursework -
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Managing oil palm plantations more sustainably : large-scale experiments within the Biodiversity and Ecosystem Function in Tropical Agriculture (BEFTA) Programme
Published 2021“…In this paper we introduce the Biodiversity and Ecosystem Function in Tropical Agriculture (BEFTA) Programme: a long-term research collaboration between academia and industry in Sumatra, Indonesia. …”
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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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DNA computation
Published 2009“…The aim is to compare the two different algorithms in terms of complexity, performance and efficiency.…”
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Final Year Project (FYP) -
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Mean square consensus of multi-agent systems over fading networks with directed graphs
Published 2020“…It is then shown that the mean square consensusability is solely determined by the edge state dynamics on a directed spanning tree. As a result, sufficient conditions are provided for mean square consensus over fading networks with directed graphs in terms of fading parameters, the network topology and the agent dynamics. …”
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Journal Article -
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Real-time visual object classification for augmented reality
Published 2020“…Furthermore, the project also researched on implementation of a novel approach of hierarchical image classification. A tree-based multi-model system was developed with a special prediction mechanism. …”
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Final Year Project (FYP) -
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Detection of false data injection attacks in smart grid cyber-physical systems
Published 2019“…Recent studies have investigated the possibilities of proactively detecting FmDI attacks on smart grid CPSs by using D-FACTS devices. We term this approach as proactive false data detection (PFDD). …”
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Thesis -
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A generalized stereotypical trust model
Published 2013“…We then propose a fuzzy semantic decision tree (FSDT) learning method to construct trust stereotypes that generalizes over seller non-nominal attributes by splitting their values in a fuzzy manner, and generalizes over nominal attributes by replacing their specific values with more general terms according to the ontology. …”
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Conference Paper