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Dissertations / Theses on the topic '"decision tree" model'

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Published: 4 June 2025

Last updated: 1 August 2025

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1

Kyselý, Ondřej. "Alokační model projektu Miss Sport." Master's thesis, Vysoká škola ekonomická v Praze, 2010. http://www.nusl.cz/ntk/nusl-75197.

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The goal of the diploma thesis is to create allocation model for Miss Sport project. This project is a platform, which allows effective association of sponsors and female athletes, who are members of the project. It results in decision tree, whose biggest advantage is in transparency and rate of decision making. One of the objectives is to analyze most important criteria, which are necessary to segment female athletes. One part is a list of aspects, which are important to sponsorship, but they are not included in allocation model directly. Research target is focused on evaluation of attractive

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2

Monjaras, Alvaro, Enrique Bcndezu, and Carlos Raymundo. "Decision Tree Model to Support the Successful Selection of a Database Engine for Novice Database Administrators." Institute of Electrical and Electronics Engineers Inc, 2019. http://hdl.handle.net/10757/656346.

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El texto completo de este trabajo no está disponible en el Repositorio Académico UPC por restricciones de la casa editorial donde ha sido publicado.<br>There are currently several types of databases that have different ways of manipulating data that affects the performance of transactions when dealing with the information stored. And it is very important for companies to manage information fast, so they do not lose any operation because of a bad performance of a database, in the same way, they need to operate fast while keeping the integrity of the information. Likewise, every database categor

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Liu, Liang. "Reconstructing posterior distributions of a species phylogeny using estimated gene tree distributions." Columbus, Ohio : Ohio State University, 2006. http://rave.ohiolink.edu/etdc/view?acc%5Fnum=osu1155754980.

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Gálvez, Chambilla Melissa Beatriz, and Cornejo Katherine Briggite Flores. "Modelo predictivo de deserción universitaria de la carrera de Ingeniería Informática en la Universidad Ricardo Palma." Bachelor's thesis, Universidad Ricardo Palma, 2015. http://cybertesis.urp.edu.pe/handle/urp/1272.

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La deserción universitaria se ha convertido en un problema importante a ser investigado. La tasa de deserción ha llegado a constituir uno de los principales indicadores de eficiencia interna dentro de cualquier institución de educación. Investigar las causas de la deserción con metodologías adecuadas que permitan predecir esta, contribuye a la toma de decisiones dentro de la gestión de la unidad académica. El objetivo del presente proyecto consiste en investigar y proponer una metodología que permita identificar en forma automática a los estudiantes con mayor riesgo de deserción de las carrer

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ANSELMI, ANDREA. "Un sistema di monitoraggio e di supporto alle decisioni per la gestione sostenibile dell'oliveto." Doctoral thesis, Università Cattolica del Sacro Cuore, 2023. http://hdl.handle.net/10280/135601.

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L'obiettivo della mia ricerca è stato quello di sviluppare modelli previsionali delle principali parassiti dell’olivo. Sempre nel settore della difesa antiparassitaria di questa coltura, sono emerse inoltre pesanti criticità legate alla pratica applicazione dei trattamenti fitosanitari, oltre che per le grandi dimensioni delle piante e la difficile accessibilità che caratterizzano moltissimi oliveti, anche per la carente regolazione funzionale delle irroratrici e per il poco diffuso loro controllo strumentale. Pertanto è stato sviluppato anche un sistema di supporto alla taratura degli atomizz

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Wan, Hao. "Tutoring Students with Adaptive Strategies." Digital WPI, 2017. https://digitalcommons.wpi.edu/etd-dissertations/36.

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Adaptive learning is a crucial part in intelligent tutoring systems. It provides students with appropriate tutoring interventions, based on studentsâ€™ characteristics, status, and other related features, in order to optimize their learning outcomes. It is required to determine studentsâ€™ knowledge level or learning progress, based on which it then uses proper techniques to choose the optimal interventions. In this dissertation work, I focus on these aspects related to the process in adaptive learning: student modeling, k-armed bandits, and contextual bandits. Student modeling. The main o

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Araya, Yeheyies. "Detecting Swiching Points and Mode of Transport from GPS Tracks." Thesis, Linköpings universitet, Kommunikations- och transportsystem, 2012. http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-91320.

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In recent years, various researches are under progress to enhance the quality of the travel survey. These researches were mainly performed with the aid of GPS technology. Initially the researches were mainly focused on the vehicle travel mode due to the availability of GPS technology in vehicle. But, nowadays due to the accessible of GPS devices for personal uses, researchers have diverted their focus on personal mobility in all travel modes. This master’s thesis aimed at developing a mechanism to extract one type of travel survey information particularly travel mode from collected GPS dataset

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8

Chida, Anjum A. "Protein Tertiary Model Assessment Using Granular Machine Learning Techniques." Digital Archive @ GSU, 2012. http://digitalarchive.gsu.edu/cs_diss/65.

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The automatic prediction of protein three dimensional structures from its amino acid sequence has become one of the most important and researched fields in bioinformatics. As models are not experimental structures determined with known accuracy but rather with prediction it’s vital to determine estimates of models quality. We attempt to solve this problem using machine learning techniques and information from both the sequence and structure of the protein. The goal is to generate a machine that understands structures from PDB and when given a new model, predicts whether it belongs to the same

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James, Kyle. "DNA-MAP, a knowledge-based decision support system for Australian Defence Force forensic ancestry prediction." Thesis, Queensland University of Technology, 2021. https://eprints.qut.edu.au/213211/1/Kyle_James_Thesis.pdf.

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Development of a Knowledge-Based Decision Support System to predict ancestry of the remains of missing World War Two soldiers in South-East Asia. By utilizing biological and historical information provided by the user, ancestry is assigned based on complex statistical analyses searching for distinctive patterns in the DNA that distinguish between the Australian and Japanese populations. Important features taken into consideration are the detection of a rare event, the effect of sample size and the impact of natural variation.

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Lengál, Ondřej. "Efektivní knihovna pro práci s konečnými stromovými automaty." Master's thesis, Vysoké učení technické v Brně. Fakulta informačních technologií, 2010. http://www.nusl.cz/ntk/nusl-237232.

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Numerous computer systems use dynamic control and data structures of unbounded size. These data structures have often the character of trees or they can be encoded as trees with some additional pointers. This is exploited by some currently intensively studied techniques of formal verification that represent an infinite number of states using a finite tree automaton. However, currently there is no tree automata library implementation that would provide an efficient and flexible support for such methods. Thus the aim of this Mas- ter's Thesis is to provide such a library. The present paper first

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Cong, Chunling. "Statistical Analysis and Modeling of Breast Cancer and Lung Cancer." Scholar Commons, 2010. http://scholarcommons.usf.edu/etd/3563.

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The objective of the present study is to investigate various problems associate with breast cancer and lung cancer patients. In this study, we compare the effectiveness of breast cancer treatments using decision tree analysis and come to the conclusion that although certain treatment shows overall effectiveness over the others, physicians or doctors should discretionally give different treatment to breast cancer patients based on their characteristics. Reoccurrence time of breast caner patients who receive different treatments are compared in an overall sense, histology type is also taken into

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Pazúriková, Jana. "Adaptivní model pro simulaci znečištění ovzduší." Master's thesis, Vysoké učení technické v Brně. Fakulta informačních technologií, 2012. http://www.nusl.cz/ntk/nusl-236487.

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Air pollution harms the environment and human welfare. Computer models and their simulation are useful tools for deeper understanding of processes behind as they quite accurately represent the dispersion and transformation of pollutants with advection diffusion equation or by other concepts. Current models give valid results only to constrained cases of initial conditions. The general model combining the several specific models which is able to change according to input parametres and improve with training is proposed. The adaptiveness of the system is provided by decision tree as data structu

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Takada, Masahiro. "Prediction of axillary lymph node metastasis and the pathological response to neoadjuvant chemotherapy in patients with primary breast cancer using a decision tree-based model." Kyoto University, 2012. http://hdl.handle.net/2433/160969.

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Rustige, Lennart. "First evidence of standard model pp --> tttt production and performance studies of the ATLAS tile calorimeter for HL-LHC." Thesis, Université Clermont Auvergne‎ (2017-2020), 2020. http://www.theses.fr/2020CLFAC046.

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Deux analyses dans le domaine de la physique des particules sont présentées dans ce document. Premièrement, des études sur les performances de la reconstruction des muons à l’aide des informations calorimétriques dans les conditions de la phase HL-LHC du détecteur ATLAS.. Deuxièmement, la recherche de la production simultanée de quatre quarks top en utilisant l’ensemble complet des données Run-II enregistrées par ATLAS. Cet ensemble des données correspond à une luminosité intégrée de L = 139 fb−1 des collisions protons-protons à un énergie dans le centre de masse de √s = 13 TeV. La performance

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Praus, Ondřej. "Prediktivní analýza - postup a tvorba prediktivních modelů." Master's thesis, Vysoká škola ekonomická v Praze, 2013. http://www.nusl.cz/ntk/nusl-199233.

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This master's degree thesis focuses on predictive analytics. This type of analysis uses historical data and predictive models to predict future phenomenon. The main goal of this thesis is to describe predictive analytics and its process from theoretical as well as practical point of view. Secondary goal is to implement project of predictive analytics in an important insurance company operating in the Czech market and to improve the current state of detection of fraudulent insurance claims. Thesis is divided into theoretical and practical part. The process of predictive analytics and selected t

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Meira, Carlos Alberto Alves. "Processo de descoberta de conhecimento em bases de dados para a analise e o alerta de doenças de culturas agricolas e sua aplicação na ferrugem do cafeeiro." [s.n.], 2008. http://repositorio.unicamp.br/jspui/handle/REPOSIP/257023.

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Orientador: Luiz Henrique Antunes Rodrigues<br>Tese (doutorado) - Universidade Estadual de Campinas, Faculdade de Engenharia Agricola<br>Made available in DSpace on 2018-08-11T10:02:19Z (GMT). No. of bitstreams: 1 Meira_CarlosAlbertoAlves_D.pdf: 2588338 bytes, checksum: 869cc28d2c71dbc901870285cc32d8f9 (MD5) Previous issue date: 2008<br>Resumo: Sistemas de alerta de doenças de plantas permitem racionalizar o uso de agrotóxicos, mas são pouco utilizados na prática. Complexidade dos modelos, dificuldade de obtenção dos dados necessários e custos para o agricultor estão entre as razões que inib

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Le, Xuan Tuan. "Understanding complex systems through computational modeling and simulation." Thesis, Paris Sciences et Lettres (ComUE), 2017. http://www.theses.fr/2017PSLEP003.

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Les approches de simulation classiques ne sont en général pas adaptées pour traiter les aspects de complexité que présentent les systèmes complexes tels que l'émergence ou l'adaptation. Dans cette thèse, l'auteur s'appuie sur ses travaux menés dans le cadre d'un projet de simulation sur l’épidémie de grippe en France associée à des interventions sur une population en considérant le phénomène étudié comme un processus diffusif sur un réseau complexe d'individus, l'originalité réside dans le fait que la population y est considérée comme un système réactif. La modélisation de tels systèmes nécess

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Sarini, Sarini. "Statistical methods for modelling falls and symptoms progression in patients with early stages of Parkinson's disease." Thesis, Queensland University of Technology, 2018. https://eprints.qut.edu.au/116208/1/_Sarini_Thesis.pdf.

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This thesis was a step forward in gaining insight into falls in people with early stages of Parkinson's disease (PD), and in monitoring the disease progression based on clinical assessments. This research contributes new knowledge by providing new insights into utilizing information provided by the clinically administered instruments used routinely for the assessment of PD severity. The novel approach to modelling the progression of PD symptoms using multi-variable clinical assessment measurements for longitudinal data provides a new perspective into disease progression.

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Krohn, Lisa, and Julia Henriksson. "Anbudsstrategi vid offentlig upphandling : Beslutsmodell vid analys av anbud och prissättning hos Permobil AB." Thesis, Mittuniversitetet, Avdelningen för informations- och kommunikationssystem, 2015. http://urn.kb.se/resolve?urn=urn:nbn:se:miun:diva-25515.

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Syftet med studien har varit att undersöka om det är möjligt att tillämpa en beslutsmodell för att lösa ett problem avseende anbudsstrategi vid offentlig upphandling. När ett företag har en kund som omfattas av lagen om offentlig upphandling gäller särskilda regler vid upphandlingar. För ett företag är det viktigt att känna till dessa regler vid inlämning av anbud. Detta är dock oftast inte tillräckligt för att vinna en upphandling, eftersom det då också gäller att deras produkts jämförelsepris är lägre än konkurrenternas. En beslutsmodell, baserad på data från tidigare upphandlingar, har tagi

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Yang, Kaolee. "A Statistical Analysis of Medical Data for Breast Cancer and Chronic Kidney Disease." Bowling Green State University / OhioLINK, 2020. http://rave.ohiolink.edu/etdc/view?acc_num=bgsu1587052897029939.

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21

Rusli, Rusdi Bin. "Traffic safety along rural mountainous highways in Malaysia." Thesis, Queensland University of Technology, 2017. https://eprints.qut.edu.au/113718/2/Rusdi_Bin_Rusli_Thesis.pdf.

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This research has generated an in-depth understanding of road traffic crashes along rural mountainous highways in Sabah, Malaysia that will enable development of targeted countermeasures. To achieve this, an extensive set of road traffic data was collected through field surveys and secondary sources, and a set of cutting-edge statistical and economic models were developed to investigate (i) single-vehicle crashes, (ii) multi-vehicle crashes, and (iii) injury severity of traffic crashes along rural mountainous highways. Findings from this research will contribute to the design of a safer enviro

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Nadeem, Muhammad. "Reservoir screening criteria for deep slurry injection." Thesis, University of Waterloo, 2005. http://hdl.handle.net/10012/1254.

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Deep slurry injection is a process of solid waste disposal that involves grinding the solid waste to a relatively fine-grained consistency, mixing the ground waste with water and/or other liquids to form slurry, and disposing of the slurry by pumping it down a well at a high enough pressure that fractures are created within the target formation. This thesis describes the site assessment criteria involved in selecting a suitable target reservoir for deep slurry injection. The main goals of this study are the follows: <ul> <li>Identify the geological parameters important for a prospect

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Baker, Peter John. "Applied Bayesian modelling in genetics." Thesis, Queensland University of Technology, 2001.

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Lee, Hong, and 李匡. "Model-based decision trees for ranking data." Thesis, The University of Hong Kong (Pokfulam, Hong Kong), 2010. http://hub.hku.hk/bib/B45149707.

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Silva, Jesús, Palma Hugo Hernández, Núẽz William Niebles, Alex Ruiz-Lazaro, and Noel Varela. "Natural Language Explanation Model for Decision Trees." Institute of Physics Publishing, 2020. http://hdl.handle.net/10757/652131.

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This study describes a model of explanations in natural language for classification decision trees. The explanations include global aspects of the classifier and local aspects of the classification of a particular instance. The proposal is implemented in the ExpliClas open source Web service [1], which in its current version operates on trees built with Weka and data sets with numerical attributes. The feasibility of the proposal is illustrated with two example cases, where the detailed explanation of the respective classification trees is shown.

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Oliveira, Sonia Valle Walter Borges de. "Modelo para tomada de decisão na escolha de sistema de tratamento de esgoto sanitário." Universidade de São Paulo, 2004. http://www.teses.usp.br/teses/disponiveis/12/12139/tde-19092006-125541/.

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A escolha do sistema de tratamento de esgoto sanitário a ser instalado em uma cidade pode tornar-se uma difícil decisão, uma vez que diversas variáveis interferem em seu custo e em sua qualidade ambiental. Este trabalho pretende mostrar a possibilidade de se usar técnicas da análise de decisão para a escolha do sistema de tratamento de esgoto sanitário de forma ecológica e econômica, como árvore de decisão e análise de sensibilidade. Para a avaliação dos sistemas, foi desenvolvido um modelo com oito alternativas, compostas de processos biológicos anaeróbios Reator Anaeróbio de Manta de Lodo

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Krejza, Zdeněk. "ANALÝZA A FORMULACE ROZHODOVACÍCH PROBLÉMŮ ZNALCE PŘI OCEŇOVÁNÍ NEMOVITOSTÍ." Doctoral thesis, Vysoké učení technické v Brně. Ústav soudního inženýrství, 2014. http://www.nusl.cz/ntk/nusl-234312.

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The thesis deals with the decision-making of the expert in real estate valuation. Due to the complexity of the process and the difficulties of valuation it can be assumed that the decision will be an arduous process. It is obvious that the choice of an expert is crucial to the result of the valuation process. This topic is currently relatively little explored, and therefore the work will deal with the analysis and formulation of decision problems expert in real estate valuation. The thesis analyses the current status of forensic engineering and decision-making regarding to real estate valuatio

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CECCATO, RICCARDO. "Switching intentions towards car sharing - Analysis of the relationship with traditional transport modes." Doctoral thesis, Politecnico di Torino, 2020. http://hdl.handle.net/11583/2840371.

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Lengál, Ondřej. "Automaty v nekonečně stavové formální verifikaci." Doctoral thesis, Vysoké učení technické v Brně. Fakulta informačních technologií, 2015. http://www.nusl.cz/ntk/nusl-261279.

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Tato práce se zaměřuje na konečné automaty nad konečnými slovy a konečnými stromy, a použití těchto automatů při formální verifikaci nekonečně stavových systémů. Práce se nejdříve věnuje rozšíření existujícího přístupu pro verifikaci programů které manipulují s haldou (konkrétně programů s dynamickými datovými strukturami), jenž je založen na stromových automatech. V práci je navrženo několik rozšíření tohoto přístupu, jako například jeho plná automatizace či jeho rozšíření o podporu uspořádaných dat. V práci jsou popsány nové rozhodovací procedury pro dvě logiky, které jsou často používány ve

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Geltz, Becky. "Using data mining to model student success /." Connect to resource online, 2009. http://rave.ohiolink.edu/etdc/view?acc_num=ysu1264697709.

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Nunes, Cecília. "Towards the improvement of decision tree learning: a perspective on search and evaluation." Doctoral thesis, Universitat Pompeu Fabra, 2019. http://hdl.handle.net/10803/667879.

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Data mining and machine learning (ML) are increasingly at the core of many aspects of modern life. With growing concerns about the impact of relying on predictions we cannot understand, there is widespread agreement regarding the need for reliable interpretable models. One of the areas where this is particularly important is clinical decision-making. Specifically, explainable models have the potential to facilitate the elaboration of clinical guidelines and related decision-support tools. The presented research focuses on the improvement of decision tree (DT) learning, one of the most popular

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De, Zan Martina <1994&gt. "ExplainableAI: on explaining forest of decision trees by using generalized additive models." Master's Degree Thesis, Università Ca' Foscari Venezia, 2021. http://hdl.handle.net/10579/18604.

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In recent years, decision support systems have become more and more perva- sive in our society, playing an important role in our everyday life. But these systems, often called black-box models, are extremely complex and it may be impossible to understand or explain how they work in a human interpretable way. This lack of explainability is an issue: ethically because we have to be sure that our system is fair and reasonable; practically because people tend to trust more what they understand. However, substituting black-box model with a more interpretable one in the process of decision making ma

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Wurjanto, Didy. "Why do farmers plant trees? : developing and testing a decision-making model for Indonesian farmers." Thesis, University of Canterbury. Forestry, 2001. http://hdl.handle.net/10092/7594.

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The main issue faced by the Government of Indonesia (GoI) in managing its tropical forest resources is the uncontrolled forest degradation that has reached an alarming rate. This problem particularly has adversely affected the balance of wood supply and demand in Indonesia as well as creating some environmental issues. The GoI has sought to maintain and to rehabilitate its natural forest by introducing various policies and programmes. One of these programmes is to create new resources through encouraging landowners to grow trees for timber production. A case study using multiple social scienc

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Randall, William D. "Software reusability: a decision tree model." Thesis, 1988. http://hdl.handle.net/10945/23120.

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Hsu, Chiu-E., and 許秋娥. "Cost Utility Analysis for Cholecystectomy By Using Decision-Tree Model." Thesis, 2009. http://ndltd.ncl.edu.tw/handle/71743036397602824167.

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碩士<br>高雄醫學大學<br>醫務管理學研究所碩士在職專班<br>97<br>Purpose Cholelithiasis is still the most common abdominal disease among Taiwanese people. The aims of this study were characterized by a systemic and organized research in comparing outcome cost-effectiveness of both laparoscopic and conventional open cholecystectomy through new statistic method. Methods This prospective survey started from May 2007 to March 2008, we collected 259 cases which underwent conventional open cholecystectomy (OC) and laparoscopic cholecystectomy (LC) from the sampling hospital. In the study of direct medical cost/expense,

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Chao, Kuo-Ling, and 趙國玲. "Government Procurement Invitation to Tender :A Decision Tree Model Analysis." Thesis, 2011. http://ndltd.ncl.edu.tw/handle/35629722476325594242.

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碩士<br>中國文化大學<br>資訊管理學系<br>99<br>This study investigated cross-domain applications used to bridge information technology and the Public Procurement Act. Through indirect reference to the literature and logical reasoning, it was found that the relationship between the two entities is complementary and requires further research. This study employed a decision tree model to parse the long, complicated provi-sions within the Public Procurement Act, focusing on cross-domain applications. We established a logical framework of classification and quantification that would enable government organizatio

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Lan, Wang Yin, and 王盈嵐. "Decision Tree Model of Induced Abortion for Single Adult Women." Thesis, 2009. http://ndltd.ncl.edu.tw/handle/28649020866686940367.

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Ruvinskiy, Ray. "Using Decision Tree Voting to Select a Polyhedral Model Loop Transformation." Thesis, 2013. http://hdl.handle.net/10012/8048.

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Algorithms in fields like image manipulation, sound and signal processing, and statistics frequently employ tight loops. These loops are computationally intensive and CPU-bound, making their performance highly dependent on efficient utilization of the CPU pipeline and memory bus. Recent years have seen CPU pipelines becoming more and more complicated, with features such as branch prediction and speculative execution. At the same time, clock speeds have stopped their prior exponential growth rate due to heat dissipation issues, and multiple cores have become prevalent. These developments have m

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Chu, Heng-Hsuan, and 褚鴻烜. "Develop a Decision Tree Based Short-term Default Credit Risk Model." Thesis, 2012. http://ndltd.ncl.edu.tw/handle/42632999696897474983.

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碩士<br>國立交通大學<br>工業工程與管理學系<br>100<br>Traditional credit scoring models do not put time factor into consideration, only assess whether a customer will default, but not when. However, when making profit maximum decisions, managers of financial institutions can hardly rely on this kind of model. That is because even if a customer defaulted in the future, there is still possibility that the financial institution could gain profit from issuing the loan. Most of recent researches applied Cox proportional hazard model into their credit scoring models, predicting the time when a customer is most likely

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LIN, SU CHING, and 蘇清霖. "Building a salary predictive analysis model using the decision tree algorithm." Thesis, 2013. http://ndltd.ncl.edu.tw/handle/23503546290538682457.

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碩士<br>僑光科技大學<br>資訊科技研究所<br>101<br>With evolution of technology and vigorous development of Internet, people no longer just simply record information. Instead, they analyze such data to discover its potential usage for certain knowledge, or analyze the existing facts to produce result forecasting further information, which then contribute for society usage. In recent years, the emergence of the domestic job recruiter website utilizes the advantages of the Internet for job seekers, and provides convenience, interactive and richness of information, which constitutes a sharp contrast to the trad

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Lai, Cheng-Chang, and 賴政昌. "A Cost-Oriented Inspection Decision Tree Model for TFT-LCD Products." Thesis, 2007. http://ndltd.ncl.edu.tw/handle/96861616834699619690.

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碩士<br>元智大學<br>工業工程與管理學系<br>95<br>This thesis proposes a decision tree model to minimize expected total cost for handling the TFT-LCD products after assembly. The factors that influence the total cost include inspection cost, product failure cost, product quality, and lot size. The model consists of a two-stage decision: At stage 1, determining the sample size, and at stage 2, deciding what to do about the remaining products of the lot after observing the sampling outcome. The objective function of the model can be derived according to the decision tree theory. Some properties of this model usi

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Ko, Yen-Jui, and 柯彥睿. "Quantify Risk in Computer Room Information Security:A Decision-Tree Model Analysis." Thesis, 2008. http://ndltd.ncl.edu.tw/handle/82793877620751837695.

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碩士<br>元智大學<br>資訊管理學系<br>96<br>Because of the Internet technology arise, the issues of information security become more and more important each day, bring risk assessment in practice to help enterprise examine overall information risk, and then take action to be the countermeasure, expect to reduce the residual risk in risk management. Many security risk templates adopt nonquantitative attributes to express risk, in this study using the decision-tree model to quantify risk with both quantitative (Statistical report) and qualitative (Self-Administered questionnaire) data. Although qualitative ap

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Wang, Chien-Jen, and 王建仁. "An Automatic Classification Model for Electronic Commerce Websites Utilizing Decision Tree." Thesis, 2009. http://ndltd.ncl.edu.tw/handle/68134476733931044580.

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碩士<br>國立勤益科技大學<br>企業管理系<br>97<br>Due to the rise of Web 2.0 and the increase of Internet users in Taiwan, e-commerce has begun to prevail again in Taiwan after the dot-com crisis. Now, more and more consumers are willing to shop online, resulting in a huge growth of online shopping websites. In practice, administrators of these websites seldom sufficiently analyze the consumer behavior of their members and classify them only by a few criteria. Without accurate classification of members, marketing cannot effectively reach potential consumers. As a result, members’ repurchase rate can hardly be

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Liu, Ching-Chih, and 劉敬之. "A Stock Investment Model Using Decision Tree with Technical and Counter Indexes." Thesis, 2011. http://ndltd.ncl.edu.tw/handle/48247611267818661259.

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碩士<br>中原大學<br>資訊管理研究所<br>99<br>The trend of stock market is a subject to be concerned by most people. Many investors expect to predict the stock price, which is affected by lot of factors, such as human interference, political issue, macro-economic or other unknown factors. Therefore the accuracy of some related models cannot be satisfied by people who concern. Some methods applied to establish the stock price forecasting model by scholars, including Genetic Algorithms(GA), Artificial Neural Network(ANN), decision tree algorithms, SVM(Support Vector Machine) and so on. However, data mining te

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Lin, Yu-Heng, and 林宇恆. "Decision Tree Combined Multiple Linear Regression Model to Forecast Temperature and Rainfall." Thesis, 2016. http://ndltd.ncl.edu.tw/handle/40654352138038051961.

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碩士<br>國立臺灣師範大學<br>電機工程學系<br>104<br>Based on decision tree, the purpose of this thesis is to develop a forecast model for temperature and rainfall. Because the traditional decision tree generates interval output, the forecast model integrates the multiple linear regression model into the decision tree in order to achieve the goal of numeric output. In this thesis, the seven days ahead temperature and rainfall are predicted by using the forecast model, and their confidence intervals are given at a confidence level. In order to demonstrate the effectiveness of the forecast model, we compare the f

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Lan, Pei-Jung, and 藍珮榕. "Establishing Abortion Decision Tree Model for Married Adult Women with Unplanned Pregnancy." Thesis, 2007. http://ndltd.ncl.edu.tw/handle/40943548422224493440.

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碩士<br>國立台北護理學院<br>生死教育與輔導研究所<br>95<br>Since long time ago, it’s so hard to talk about these issues on “Death” and “Sex”, because they involve in different and various fields. However, no matter the reasons are the medical problems, physical health or the life of family; induced abortion, it combines “Death” and “Sex” and brings lots of stress, emotions, impact and change on these women’s body or mind, soul or society. The study is on the adult and married women those who got the unplanned pregnancy and considered how to make the decision on keeping pregnant or abortion. In order to understand

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Chen, Huei-Ting, and 陳蕙婷. "Applying Decision Tree for Customer Churn Prediction Model of Telecom Prepaid Products." Thesis, 2017. http://ndltd.ncl.edu.tw/handle/umb943.

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碩士<br>國立臺北科技大學<br>工業工程與管理系EMBA班<br>105<br>Since Taiwan government privatized telecommunication service industry in 1997, the competition were severely among mobile companies in Taiwan. There are 5 mobile companies running 2G, 3G, 4G system in Taiwan now. With increasingly popular smart devices (smart phones, tablets, etc.), the mobile service needs continue growth and the market has become more competitive than that in before. There are two types of products in mobile services： “Postpaid product” and “Prepaid product”. “Postpaid product” means that customers subscribe mobile services and pay b

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Chen, Sih-Fan, and 陳思帆. "Exploring a decision tree model for the intention to use a university website." Thesis, 2011. http://ndltd.ncl.edu.tw/handle/51770208664720424154.

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碩士<br>國立雲林科技大學<br>資訊管理系碩士班<br>99<br>In recent years, due to the changes of higher education environment and the popularization of Internet, there were high competitions from internationalization among universities in Taiwan. Schools also promoted themselves by constructing websites. Therefore, it became more important to understand users’ intention to use a university website. This study applied Gladwin’s ethnographic decision tree modeling (1989) as method to understand and explore the decision criteria of the users while using the university websites. In the first phase of study, we elicite

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Chen, Mei-Yun, and 陳美雲. "Using Decision Tree to Construct the Classification Model of Car Consumer Purchasing Intention." Thesis, 2015. http://ndltd.ncl.edu.tw/handle/41526648277873686138.

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碩士<br>大葉大學<br>國際企業管理學系碩士在職專班<br>104<br>With the rapid development of the automotive industry and the increasing emphasis on the convenient life, cars have become indispensable vehicles of daily life. In recent years, the competition of the car marketing in Taiwan is increasingly fierce. Therefore, if car operators want to the fore of the competitive market, understanding the purchasing intention of customers and mastering the right consumer group are very important. The basis of this thesis is to study the relevant literatures of the car purchasing and summed 11 important factors of the pu

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Liao, Lan-Hung Chang, and 張廖年鴻. "A Hybrid Support Vector Machines and Decision Tree Model for Analyzing Basketball Games." Thesis, 2013. http://ndltd.ncl.edu.tw/handle/90352771610279926935.

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碩士<br>國立暨南國際大學<br>資訊管理學系<br>101<br>Support Vector Machines (SVM), which follows the principle of structural risk minimization, is an emerging and powerful technique in coping with classification problems. However, a lack of rule generation is a weakness of the SVM model, especially in analyzing sporting results. This investigation developed a hybrid model integrating the SVM technique and a decision tree approach (HSVMDT) to predict the results of basketball games, and to provide rules to aid coaches in developing strategies. The HSVMDT model employed the unique strength of SVM and decision tr

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