To data modeling

Lecture "Applied data science: Linear regression (review)" includes content: the regression model formulation, understanding the regression results, potential problems in regression model,... We invite you to consult!

20p kimphuong1144 04-12-2023 8 3   Download

In this thesis, a numerical model with detailed reaction mechanism which is tailored for studying the behaviour of combustion of natural gas has been introduced and validated with available experimental data. The numerical model attempts to comprehensively simulate the physical conditions (temperature and pressure), equivalent ratio, and fuel dilution and strain rate effect in the laminar flames.

158p runthenight05 01-03-2023 16 3   Download

Since community buildings are a large group of assets managed by local city councils, current research has the potential to identify asset management deficiencies and assist in improving an integrated management model by: Establishing deterioration trends in building components for community buildings; Validating proposed deterioration using case-study data; Developing a database of costs to facilitate optimisation of maintenance; Developing a methodology to integrate deterioration and cost to optimize maintenance requirements.

186p runthenight05 01-03-2023 6 3   Download

In the multi-dimensional model of data warehouses, data drawn from multiple sources is organized into fact tables and dimension tables. Data cubes pre-compute the aggregations of measurements along combinations of dimensions to speed up the processing of Online Analytical Processing (OLAP) queries. When the underlying fact tables or dimension tables change over time, data cubes need to be incrementally maintained to reflect these changes. In this thesis, we study the problem of incrementally maintaining data cubes under slowly changing dimensions.

22p runthenight05 01-03-2023 10 3   Download

One of the limitations of the BDI (Belief-Desire-Intention) model is the lack of any explicit mechanisms within the architecture to be able to learn. In particular, BDI agents do not possess the ability to adapt based on past experience. This is important in dynamic environments as they can change, causing previously successful methods for achieving goals to become inefficient or ineffective.

108p runthenight07 01-03-2023 10 3   Download

The objective of this research was to determine the role of neural feedback and muscle mechanics in the generation of physiological tremor oscillation. This research developed a neuromuscular model to simulate the individual and resulting oscillatory mechanisms of tremor. The oscillations found in EMG signal were also analysed empirically from EMG data from 54 subjects using Hilbert Transform and rectification to obtain the envelope of the signal. The time between rhythmical waveform patterns in the EMG signal, TC was found to be 78ms.

117p runthenight07 01-03-2023 6 3   Download

The researcher of this project is a volunteer worker at the International Buddhist College of Victoria. Anecdotal evidence has put forwarded prior to this research that communication and relationships between parents and children in IBCV were deteriorating as a result of parents working long hours and children spending too much time playing computer games.

93p runthenight07 01-03-2023 11 3   Download

The project's main objectives were to analyse the data obtained during geological exploration and use it to model and predict biological patterns in order to answer the main research questions: 1) Is there a statistical relationship between the environmental parameters and the benthic community composition and morphospecies observed? 2) Can predictive models be developed from this relationship? In achieving these main objectives, the project also developed recommendations for methods that could be applied during geological exploration voyages to maximise the potential use of data collected.

206p runthenight04 02-02-2023 6 2   Download

The aim of the research is to explore the effects of Thai culture on the efficacy of Western modelled performance management (PM) in a cross-cultural setting. Thailand is becoming increasingly important to Australian businesses, particularly in view of the ASEAN Economic Community Plan, which is now in its final stages implementation (ASEAN 2015). The primary data for this study was sourced from 43 semistructured and in-depth interviews with 30 participants.

264p runthenight04 02-02-2023 8 2   Download

The primary aim of this research was to further develop the sensing and estimation module of the CHMS framework with an improved multimodal inference model of MWL as needed for the application in aerospace CPHS. Here the focus of this research was on the implementation of a multimodal inference model of MWL that would be developed and experimentally tested. This was done with the purpose of studying the viability of real‐time system adaptation in aerospace systems.

283p runthenight04 02-02-2023 9 3   Download

The main objective of the study "Role of beliefs and past experience informing resort accommodation purchase behaviour : a study of Australian tourists" is: To segment the tourists using resorts in Australia; to propose a conceptual model which describes the factors that affect the travellers’ choice of resort hotels based on their beliefs along with the effect of past behaviour and; to test the model across the segments using multivariate data analysis techniques.

166p runthenight04 02-02-2023 13 2   Download

The research extends the understanding of these factors through the incorporation of Absorptive Capacity (ACAP). Accordingly, a model is developed that integrates ACAP, MVC and MV with market-driving innovation performance, comprising before-launch stage performance, post-launch stage performance and financial performance. External and internal structural factors relevant to the firm such as size and the nature of its competitive environment are also considered as moderators in the model.

440p runthenight04 02-02-2023 6 3   Download

The thesis investigates the nature of this developmental process by employing a constructivistinterpretive research methodology and using qualitative research methods. The empirical data was drawn from group discussions and face-to-face interviews with two distinct cohorts of women. The first cohort comprised twenty-two participants, of which five were adolescent women aged fourteen to sixteen years. The thesis focused only on examining those women who were financially successful and not others.

393p runthenight04 02-02-2023 8 4   Download

The increasingly important role played by family firms in China’s fledging capital market calls for a better understanding of how it works and is governed. This study aims to explore how corporate governance issues in family firms are tackled from the perspective of investor protection. The thesis addresses the question by first presenting theoretical models showing the relations among investor protection, family governance, and agency costs in family firms.

229p runthenight04 02-02-2023 10 4   Download

This paper focuses on exploring Machine learning methods to automate this process. The main challenge we face is in generating adequate training datasets to train the Machine learning model. Creating training data by manually segmenting real images is very labour-intensive, so we have instead tested methods of automatically creating synthetic training datasets which have the same attributes of the original images. The generated synthetic images are used to train a U-net Model, which is then used to segment the original bread dough images.

75p runordie3 06-07-2022 3 1   Download

The objectives are as follows a compact presentation of human actions: Joints in the skeleton model play different roles in each action. The first objective is to find action representations that are efficient for action recognition.

130p caphesuadathemchanh 29-03-2022 18 6   Download

Mục tiêu nghiên cứu đề tài là nghiên cứu giải pháp tích hợp các kiểu khác nhau của tri thức với mô hình mờ TSK hướng dữ liệu (data-driven models) trích xuất từ máy học véc-tơ hỗ trợ cho bài toán dự báo hồi quy nhằm cải tiến hiểu quả của mô hình.

52p tomjerry007 21-12-2021 43 9   Download

The purpose of this analysis is to leverage the macroeconomic indicator extract from public data source that impact countries that can help inform decisions on choosing final candidate for Tesla Model 3 global expansion and investment project.

6p hungnd43bk 18-12-2021 41 2   Download

Mục tiêu nghiên cứu đề tài là nghiên cứu xây dựng mô hình dự báo gia cổ phiếu dựa trên sự tích hợp mô hình mờ TSK hướng dữ liệu (data-driven models) trích xuất từ máy học véc-tơ hỗ trợ với tri thức tiên nghiệm.

58p tomjerry008 11-12-2021 31 7   Download

The purpose of thesis is to propose a brand valuation model for Vietnam’s commercial banks based on financial data. Brand valuation for commercial banks is a process with many steps; however, the thesis will concentrate on researching and proposing brand valuation model for Vietnam’s commercial banks.

13p beloveinhouse10 28-11-2021 12 2   Download