Markov decision process

artificial intelligence (AI) that equips computers with the ability to learn without being explicitly programmed. Machine learning focuses on the development of computer programs that can teach themselves to grow and change when exposed to new data. The process of machine learning is analogous to data mining. Both systems explore through data to look for patterns. However, machine learning uses that data to detect patterns in data and adjust program actions accordingly. Currently, machine learning is more

How important is it for the financial managers of Nike Inc. to use economic variables in identifying long term financial goals? For Nike's business model to continually flourish and stay profitable, the senior management team and strategic planners must continually monitor short, intermediate and long-term economic factors that will affect their operations. Nike's business model is heavily dependent on supply chains, as the majority of their products are manufactured in Asian nations, either in

Introduction – Human resource planning is the most valuable assets of organization. It is a ongoing process of systematic planning to achieve optimum use. Human resource planning is to ensure the best fit between employees and jobs, while avoiding manpower shortages or surpluses. In order to realize company objectives, it is essentially to have a human resource plan. Human resource planning is essentially the process of getting the right number qualified people into the right job at the right time so that

apply anomaly methods on the set of features which indicate the state of the app. The pBMDS cite{xie2010pbmds} is based on correlating user inputs with system calls to detect anomalous activities. A Hidden Markov Model (HMM) is used to learn application and user behaviors from two major aspects: process state transitions and user operational patterns. Built upon these two aspects, the pBMDS identifies behavioral differences between user initiated applications and malware compromised ones. Zhang et

INTRODUCTION Tax collection is an important source of revenue for New York State’s local governments. The revenue collected from taxes goes up to $1 billion annually [1], but the amount was still low and the process of collection in Department of Taxation and Finance (DTF) needed improvements. The DTF of New York State worked with IBM to use prescriptive analytics in the development of a more effective approach to tax collection. The system optimizes the collection procedures of agents with appreciation

budgetary resources. A key goals of HRP is to get the right number of people with the right skills, experiences and competencies in the right jobs at the right time at the right cost. 2. What is strategic planning? Strategic planning is the process of taking inputs (information), organizing and making sense of that information, and producing an output (the plan) that covers a long period of time, and maps out the strategies, goals, and objectives for that period of time, that are expected to

CLIAC is the data flow of the WAB framework as well as the functional objectives for the effective USSFA. The collected data used as input variables of the human activity recognition (HAR) algorithm based on the Hidden Markov Model (HMM). This processed data stored on the local and remote location securely, and is able to share the user's condition via public network including the Internet with professional practitioners. When abnormal condition, such as falling, is detected

This research data can be used to make more informed decisions in the coffee growing business of Columbia. The data collection instruments used for this research were using 5 different rain gauge locations and historical data sets. The data was then compiled using running means or moving averages is a

range of different purposes (see Figure 1 below). You can use computer models to predict the behaviour of chemical reactions, changes to the properties of fluids as they flow through pipes and using computational models to simulate manufacturing process of synthesising chemicals before a chemical plant is built. Figure 1

business - Insurance costs are continually increasing - Competitor pricing - Worksafe shutting down a large project The other techniques you could use for a scope are the following: - Fishbone Diagram - Process Mapping - Process Flowcharting - Force Field Analysis - Checklists - Scenario Analysis - Markov Chains Part 3 – Analyse the risks: Risk Heading Likelihood Complete loss of company revenue Rare 0-5% Vulnerability in organisational product knowledge Unlikely 6-20% External sources stealing via technological