Algorithm Literature Reviews Samples For Students

INTRODUCTION TO MACHINE LEARNING

Introduction
Machine learning refers to the development of learning algorithms, which enable computers to automatically execute tasks without the need for human intervention (Schapire 2003). With application learning techniques, computers are able to come up with their own programs for solving a problem, and these are based on the examples that the computers are provided.
In particular, some of the questions that the discipline of machine learning aims to answer are: 1.) How computer systems that automatically improve with experience can be built; and 2.) What the fundamental laws are that govern all learning processes (Mitchell 2006).
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List of Figures

Figure 3.0.1 Feature extraction. VIII
Figure 3.0.2 Event processing. VIII
Figure 3.8.1 Basic Architecture of Bayesian Enabled Network XI

The Problem

Cloud Network security is very significant when it comes to online data and transactions. Attackers often examine vulnerabilities within the cloud system. There are malwares and viruses that can be easily detected and those that cannot be detected easily. With advance technology and increase in computing knowledge, network attackers use sophisticated software that can beat most antiviruses and firewalls hence accessing the system without anyone noticing them (Kumar, 2015). Malicious code also referred to as (malware) often grow ...

Literature Review

Literature Review

Introduction

Machine learning techniques are based on an explicit or implicit model that enables categorize established patterns analyzed. A unique feature of these schemes is the need to train labeled data model behavior, this being a process that demands resources. Many machine learning-based schemes have been applied to NIDS. Some of the most important are Bayesian networks, Markov models, neural networks, fuzzy logic techniques, genetic algorithms, and clustering and outlier detection (Carbonneau, et. al., 2008, pp. 1140-54).
The task of automatic text classification is based on building and using machines called supervised learning. The process of creating an ...

Introduction

Cloud platform is increasingly becoming popular even as most enterprises shift from a conventional computing system to this new data accessibility trend. Just as the name suggest, cloud computing allows for allows multiple users to access it simultaneously, and thus exposing it to the easier attack by unscrupulous users and unintended applications. Thus, the cloud computing environments are easier targets to intruders due to their distributed nature.

This is a typical Diagram of an IDSaaS in the Cloud

According to Shraddha, et al, (2015), using a genetic Algorithm is a fundamental intrusion detection system that could prevent a compromise to the data shared on the cloud computing networks. These authors ...

Introduction

Cloud computing provides enterprises and private customers shared resources in the form of computational power and memory for performing strenuous computing tasks. These ubiquitous and on-demand services are offered by distributed servers through high speed internet. The biggest advantage of cloud computing services is that consumers could easily avoid developing their in-house gigantic computing services. They could easily hire resources from cloud computing services and need not having their dedicated computational infrastructure.
There are various models of cloud computing for intelligently utilizing the resources. For managing dedicated on-demand computing resources for many users, a huge amount of cost incurs ...

Abstract

In this consultant proposal, we wish to address the transportation efficiency problems encountered at your waste container transport company due to traffic congestion and other factors. We seek to utilize a minimal cost network flow model to form the basis for your decision-support transportation and shipping schedule system. The solution can be implemented in a very succinct five-step process, and the constraints are few.

Introduction

This consultant proposal is meant to help your transport company improve your specific issue with transport operations. A waste container transport company needs a prototype decision-support system in order to address various factors that are inhibiting efficient operation. ...

- Insurance premium formula
Insurance premium is a sum of all costs of insurance company. One of the essential and the most valuable components is risk cost (money paid when insurance accident occurred). Due to the nature of the risk it is the most stochastic variable. Therefore we can build premium cost model upon risk model because other price components can be easily predicted.
- Classic model
Starting with initial reserve x > 0, an insurance risk business earns money at constant rate c > 0. Meanwhile, according to a point process with times {TN: n ≥ 1}, 0 ...

Abstract

Eye movement tracking and analysis has gained popularity as a critical tool for evaluating interfaces and visual display. Existing tools and methods that are used in analyzing scan paths and eye movements are to a greater extent limited in the nature of tasks that they support. In particular, the tools used have been found ineffective in tracking large amounts of data that has high variations. Eye movement analysis has been used in psychology, medical research, advertising, and cognitive science. Today, using CCTV cameras, human eye gaze, and eye movement and blinking is relatively recorded with ease and with high ...

Introduction

In more ways than one, the conceptualized constructs demarcating the means by which money exchange takes place within the contemporary world economy are profuse than they might actually appear. The ideology of a contemporary capitalism culture can be split two ways; the thinking of a financializer versus that of a technologist. This paper will take on a triangulation approach at trying to deconstruct the ideals of contemporary capitalism. By cross-referencing different theorizations, the two loudly acclaimed arrangements of abstraction – financialization and technological abstraction – shall be extrapolated and used to establish the actual stand concerning the doctrine of capitalism today.

Financialization

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Literature Review

In the article, ‘Online Stars and the New Audience: How YouTube Creators Curate and Maintain Communities’, author and researcher Hector Postigo highlights the participatory culture of YouTube and how it manages to capitalize on bringing in valuable funding that is needed to help it not only be more visible but the choice for many successful entrepreneurs and businesses alike .
Smith has defined the participatory culture of YouTube by explaining that content creators connect directly with their followers and thus the videos that are shared on the platform are a more personalized communication than mass information broadcast. Not only that, ...

Literature Review

Abstract
Innovations and modifications that produce cost reductions and enhance performance have driven the evolution of the classic solid rocket and the liquid bipropellant rocket into hybrid models that integrate the predominant solid and liquid model features into more sensical, more economical fabrications of design. The commercial spacecraft demands for aerospace propulsion have also evolved to include a market for environmentally sustainable hybrid rocket engines that has yet to fully mature to the Technology Readiness Level (TRL). Numerical modeling has been used as a tool to test the feasibility of new solid fuel types. ABS has been considered as ...