Effect of weather conditions on tree stability in Singapore by Li, Yangyang

“…This work presents an integrated approach to modelling the effect of weather conditions on tree stability, including wind, rainfall, temperature, humidity and solar radiation. …”
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Decision trees, random vector functional link neural network and their ensembles by Katuwal, Rakesh Kumar

“…Decision Tree (DT) and Neural Network (NN) are two popular machine learning algorithms. …”
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Advanced application of ground-penetrating radar in underground tree root systems detection and mapping by Luo, Wenhao

“…Tree roots absorb water and nutrients and maintain the trees’ health and growth. …”
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Genomics approaches to elucidate the evolution and population histories of Southeast Asian forest trees and their connection to biogeography: a case study of Fagraea sensu lato by Cho, Nicholas Rui Wen

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New indexing methods for different types of spatial data by Gu, Tu

“…In contrast, we propose a fundamentally different way of using ML techniques to build a better R-Tree without the need to change the structure or query processing algorithms of traditional R-Tree. …”
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Identifying misinformation and their sources in social networks by Tang, Wenchang

“…We first propose an iterative tree inference algorithm and then generalized the algorithm heuristically to general graphs. …”
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Natural language processing as autoregressive generation by Lin, Xiang

“…While many tasks can naturally fit into the sequence learning framework, some of them, e.g., building discourse parsing tree, require sophisticated designs to fit into neural models. …”
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Understanding drivers of changing fire activities: from the perspective of causality by Wu, Sifeng

“…I also apply scenario analysis to a theoretical grass-savanna-tree model to under- stand the role of climate change and anthropogenic interventions on the process of forest degradation where fire plays a critical role. …”
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Guide-evacuee-obstacle interaction enabled evacuation dynamics from school facilities : analysis and simulation by Wang, Ke

“…Two folds of works have been conducted: 1) proposing a cost-effective analytical framework to reuse existing data with machine learning methods like decision tree, support vector machine, K-nearest neighbour and artificial neural network. …”
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Cascading impacts of deforestation to biodiversity and ecosystem functioning in the tropical rainforests of Sumatra by Muhammad Irfansyah Lubis

“…Emphasizing the intricate link between forest conservation and flood prevention, the study reveals a notable increase in flood frequency correlated with heightened precipitation, reduced tree cover, and higher population density, underscoring the significance of preserving forests for environmental sustainability and the welfare of local communities. …”
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Learning program semantics via exploring program structures with deep learning by Liu, Shangqing

“…Specifically, since abstract syntax tree (AST) is the first-step representation used by the program parser to understand the semantics of the program, we extract a set of AST paths behind the code changes and feed them with the LSTM-based encoder-decoder framework for the message generation. …”
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Sequence-to-sequence learning for motion prediction and generation by Wu, Shuang

“…Our theoretical analysis and empirical studies suggest that the kinematic tree representation with Stiefel manifold parametrizations is most suitable. …”
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Fatigue life of fibre-metal laminates in marine environment by Sai, Wei

“…Further, to enhance the classical fatigue life prediction in generalization, an intermediate gray box model between the expert system and the black box system was proposed, a regression tree ensemble-based (RTE) machine learning approach. …”
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Improving neural machine translation: data centric approaches by Nguyen, Xuan Phi

“…Though organic forms like trees can be useful, they are not easily obtainable and consumable for many languages. …”
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Privacy-preserving disease detection techniques in e-healthcare systems by Wang, Guoming

“…In the SADS technique, the health service provider outsources an encrypted health tree to the cloud. Authenticated users send encrypted physiological data to the cloud to detect high-risk disease without disclosing his/her sensitive personal health data. …”
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Computational modelling and data analysis on the virulence of influenza viruses by Zhou, Xinrui

“…The proposed sequence models for genomic variation include a phylogenetic-tree based method for pairwise co-mutations of influenza intra-proteins, and a sequential rule mining based approach for co-occurring mutations at multiple sites, even on different proteins. …”
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Fabrication of bioinspired super-hydrophilic nano-fibrous membrane for oil-water separation and directional water transportation by Li, Zhengtao

“…Inspired by the bulk water transportation of trees, a novel nano-fibrous matrix was successfully fabricated in this study. …”
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Data-driven, context-aware human fatigue management in traffic control centers by Li, Fan

“…CHFP adopts a novel fatigue causal network and bagged tree techniques to predict human fatigue based on complex and interacting context data. …”
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Incorporating contexts to open information extraction by Dong, Kuicai

“…We design a novel strategy to map phrase-level relations in constituency tree into word-level relations, and to enhance each word’s representation with constituency path information. …”
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Investigation and design of low power circuit blocks for medical implant SOCs by Arjun, Ramaswami Palaniappan

“…Finally, negative skewed ring oscillators (NSRO) are analyzed and a sequence tree based time-domain approach that is able to determine the optimum oscillation behavior of an NSRO is proposed and validated using test chips fabricated in 180 nm CMOS. …”
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