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Filtering by: 2024-06-24 Keyword Machine learning Subject Industrial Engineering and Management Sciences

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Industrial Engineering and Management Sciences

Description:

Unstructured data like text is plentiful and possibly contains valuable insights leading to a better decision-making process. Manually obtaining these insights can be costly and time-consuming. Text mining, also known as Text analytics, is developed to derive meaningful information from textual data. It is widely applied in various domains such...

Keyword:

Text analytics, Information retrieval, Text mining, Machine learning, and Document classification

Subject:

Industrial Engineering and Management Sciences

Creator:

Papis Wongchaisuwat

Owner:

Scholarly Digital Publishing

Date Uploaded:

02/22/2019

Date Modified:

02/22/2019

Date Created:

2018-01-01

Resource Type:

Dissertation
Machine Learning in Option Markets

Description:

Machine learning has been widely applied to solve intricate problems in finance. Yet in options theory, machine learning methods are less visited due to the structural complexity of the derivatives market. This dissertation focuses on using machine learning algorithms to obtain optimal decisions for three distinct option-related problems. In the...

Keyword:

Financial application, Support vector regression, Reinforcement learning, Option market, and Machine learning

Subject:

Industrial Engineering and Management Sciences

Creator:

Yaxiong Zeng

Owner:

Scholarly Digital Publishing

Date Uploaded:

10/09/2018

Date Modified:

10/09/2018

Date Created:

2017-01-01

Resource Type:

Dissertation

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Industrial Engineering and Management Sciences

Machine Learning in Option Markets

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