Implementation model

This study focuses on developing a machine learning model through the process of analyzing. comparing, and evaluating the performance of five models: AdaBoost, Decision Tree, RandomForest, ExtraTree, and BernoulliNB. All models are implemented using the "Predict Student Dropout Dataset." Based on the results obtained after processing the data, the study will conduct an analysis based on two main criteria: evaluation by average percentage, standard deviation, and final outcomes, as well as evaluation using a time-series model of age (Balanced Accuracy Progression).

16p visarada 28-04-2025 1 1   Download

This paper investigates the system performance of hybrid time-power switching based relaying (TPSR) energy harvesting enabled in the multisource half-duplex relaying network over the Rayleigh fading channel. The outage probability (OP) of the proposed system model with implementing maximal ratio combining (MRC) and selection combination (SC) technique at the receiver is presented and analyzed.

8p viling 11-10-2024 5 1   Download

The process of neural stem cell (NSC) differentiation into neurons is crucial for the development of potential cell-centered treatments for central nervous system disorders. However, predicting, identifying, and anticipating this differentiation is complex. In this study, we propose the implementation of a convolutional neural network model for the predictable recognition of NSC fate, utilizing single-cell brightfield images.

7p viengfa 28-10-2024 2 2   Download

Employees’ innovative work behaviours (IWB) emphasize the multifaceted nature of employee contributions to organizational innovation, encompassing both the ideation stage and the necessary implementation behaviours that translate innovative ideas into tangible performance improvements. Fostering a work environment that encourages and celebrates IWB becomes crucial for organizations seeking to maximize their innovation potential.

10p viyuhi 26-03-2025 5 1   Download

Mathematical model of reaction systems contains experimental parameters such as reaction enthalpies, which may be inaccurate and, therefore, severely affect the computation as well as the implementation of feedback control laws. This paper aims to design an adaptive PI-like controller to regulate a chemical reaction system by means of the Lyapunov theory.

11p viinuzuka 28-02-2025 3 1   Download

The paper describes a new architecture for 3D visualization service, made to convert 2D CAD data into comprehensive 3D models. It is created with focus on multi-device environments in industrial uses.

8p viyamanaka 06-02-2025 4 2   Download

This research explores the implementation of environmental accounting practices among small and micro enterprises (SMEs) in Hanoi, aiming to understand the extent and challenges of adopting sustainable business practices in a developing urban context. Despite growing global emphasis on environmental sustainability, SMEs in developing regions often face unique barriers to integrating such practices into their business models.

12p tuetuebinhan000 23-01-2025 4 2   Download

This paper concisely overviews recent advancements and challenges associated with applying activity-based models in travel demand forecasting. Additionally, the article explores the operational process of the ActivitySIM model, a specific ABM tool for traffic demand forecasting, by detailing the required input data and parameters.

5p vibenya 31-12-2024 6 2   Download

Partitioning DFDs: a. The process of analyzing a DFD and deriving a series of manual procedures b. Adding controls to ensure the processes are done property c. The process of analyzing a DFD and deriving a series manual procedures and computer programs d. None of these answers Câu 162: Physical data flow diagram: a. describing processes in greater detail b. show sequencing processes in the order they must be executed c. show how the system operates or how the new system will be implemented d. all of these answers Câu 163: Physical DFDs a. show how the system is or...

29p itvovantien 23-06-2012 127 20   Download

Real world concepts can be modeled in a computer program The program is made of objects with certain properties and operations that the objects can perform It is not important how an object is implemented, but what it does Every object is responsible for carrying out a set of related tasks. A class can contain data declarations and method declarations

50p nguyenvanhabk1 04-09-2012 75 5   Download

Lecture Operating System: Chapter 04 - Memory management presented basic memory management, swapping, virtual memory, page replacement algorithms, modeling page replacement algorithms, design issues for paging systems, implementation issues, segmentation.

63p talata_1 22-09-2014 96 6   Download

Chương này trình bày một số nội dung cơ bản sau: Basic concept, I/O model, I/O-System implementation, access I/O-System, hệ điều hành hướng mạng, hệ điều hành phân tán, các dịch vụ từ xa, hệ thống file phân tán, khôi phục từ lỗi,... Mời các bạn cùng tham khảo.

33p dien_vi02 07-10-2018 42 4   Download

Lecture "Administration and visualization: Chapter 3.2 - Data modelling and databases OLTP & OLAP" provides students with content about: Overview; OLTP vs OLAP; Data warehouse modeling; Data warehouse design; Data warehouse Implementation;... Please refer to the detailed content of the lecture!

71p gaupanda031 20-05-2024 8 4   Download

Magnetic bearing systems have received much attention in the research community for the past decades. Its inherent nonlinearity and open-loop instability present challenges for controller design. This thesis investigates and designs model predictive control (MPC) systems for an experimental Active Magnetic Bearing (AMB) laboratory system. A host-target development environment of real-time control system with hardware in the loop (HIL) is used for implementation of the predictive control systems. In this thesis, both continuous and discrete time model predictive controllers are studied.

172p runthenight05 01-03-2023 14 3   Download

Model Predictive Control (MPC) refers to a class of algorithms that optimize the future behavior of the plant subject to operational constraints. The merits of the class algorithms include its ability to handle imposed hard constraints on the system and perform on-line optimization. This thesis investigates design and implementation of continuous time model predictive control using Laguerre polynomials and extends the design approaches proposed in to include intermittent predictive control, as well as to include the case of the nonlinear predictive control.

162p runthenight07 01-03-2023 11 4   Download

The research was conducted retrospectively from a case study of an AQF Level 6 Textile, Clothing and Footwear Training Package Program at RMIT University TAFE. An Action Research approach underpins the investigation, resulting in the profiling of teaching, learning and assessment as areas in need of further examination. These defining themes are explored in the context of the Project Based Learning model developed at RMIT, with consideration given to the potential for broader application. The discussion concludes with a theoretical review of the new understandings of pedagogy.

143p runthenight07 01-03-2023 15 4   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 17 2   Download

The thesis studied the development and implementation of the conceptual Continuous Improvement Teamworking (CIT) Model for strategic performance improvement in retail banking operations. The investigation using of a dominant qualitative to a Less-dominant quantitative approach as a mixed-method strategy revealed the importance of the CIT Model realised through the CTIO (Concern-Task-Interaction-Outcome) Problem-Solving Cycle. The CTIO Cycle is a variant form of the traditional Deming-Shewhart PDCA (Plan-Do-Check-Action) Cycle.

311p runthenight04 02-02-2023 9 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 20 3   Download

This thesis focuses on the management control function in Australian small businesses. The main function of a Management Control System (MCS) is strategy implementation. It is the system used by management to plan and control the firm’s performance. Elements of the MCS include strategic planning, budgeting, resource allocation, forecasting, performance measurement and evaluation and the core management accounting system (Anthony & Govindarajan, 2007).

439p runthenight04 02-02-2023 13 2   Download