Financial data analytics: theory and application
Gespeichert in:
| Weitere Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Cham, Switzerland
Springer
[2022]
|
| Schriftenreihe: | Contributions to finance and accounting
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | xxii, 384 Seiten Illustrationen, Diagramme |
| ISBN: | 9783030837983 303083798X |
| ISSN: | 2730-6038 |
Internformat
MARC
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| 653 | 0 | |a Machine learning | |
| 653 | 0 | |a Predictive techniques | |
| 653 | 0 | |a Deep learning | |
| 653 | 0 | |a Natural Language Processing (NLP) | |
| 653 | 0 | |a Insurance business with data science | |
| 653 | 0 | |a Big data | |
| 653 | 0 | |a Cloud services | |
| 653 | 0 | |a Foreign currency exchange | |
| 653 | 0 | |a Prescriptive modeling techniques | |
| 653 | 0 | |a Blockchain | |
| 653 | 0 | |a Innovative technology | |
| 653 | 0 | |a Optimization of regulatory portfolios | |
| 653 | 0 | |a Financial networks | |
| 653 | 0 | |a Emerging markets | |
| 653 | 0 | |a Financial sector | |
| 653 | 0 | |a Time series analysis | |
| 653 | 0 | |a Financial econometrics | |
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Datensatz im Suchindex
| _version_ | 1804183983400943616 |
|---|---|
| adam_text | Contents Part I Introduction and Analytics Models Retraining and Reskilling Financial Participators in the Digital Age................................................................................................. Kelvin Leong and Anna Sung Basics of Financial Data Analytics.................................................................. Sinem Derindere Köseoğlu, Waleed Μ. Ead, and Mohamed Μ. Abbassy Predictive Analytics Techniques: Theory and Applications in Finance................................................................................... Isac Artzi Prescriptive Analytics Techniques: Theory and Applications in Finance............................................................................................................. Isac Artzi Forecasting Returns of Crypto Currency: Identifying Robustness of Auto Regressive and Integrated Moving Average (ARIMA) and Artificial Neural Networks (ANNs) Sudhi Sharma and Indira Bhardwaj Part II 3 23 59 127 183 Machine Learning Machine Learning in Financial Markets: Dimension Reduction and Support Vector Machine........................................................................... Farshad Noravesh 199 Pruned Random Forests for Effective and Efficient Financial Data Analytics..................................................................................................... Khaled Fawagreh, Mohamed Medhat Gaber, and Mentalia Abdalla 225 XV
xvi Contents Foreign Currency Exchange Rate Prediction Using Long Short-Term Memory, Support Vector Regression and Random Forest Regression Md. Fazie Rabbi, Mahmudul Hasan Moon, Fahmida Tasnim Dhonno, Äyrin Sultana, and Mohammad Zoynul Abedin 251 Natural Language Processing for Exploring Culture in Finance: Theory and Applications Jing-Mao Ho and Abdullah Shahid 269 Part Ш Technology-Driven Finance Network Modeling: Historical Perspectives, Agent-Based Modeling, Correlation Networks, and Network Similarities.......................................... Cantay Caliskan ‘* Optimization of Regulatory Economic-Capital Structured Portfolios: Modeling Algorithms, Financial Data Analytics, and Reinforcement Machine Learning in Emerging Markets Mazin A. Μ. Al Janabi Transforming Insurance Business with Data Science.................................. Wayne Huang A General Cyber Hygiene Approach for Financial Analytical Environment......................................................................................................... Waleed Μ. Ead and Mohamed Μ. Abbassy 295 329 345 369
|
| adam_txt |
Contents Part I Introduction and Analytics Models Retraining and Reskilling Financial Participators in the Digital Age. Kelvin Leong and Anna Sung Basics of Financial Data Analytics. Sinem Derindere Köseoğlu, Waleed Μ. Ead, and Mohamed Μ. Abbassy Predictive Analytics Techniques: Theory and Applications in Finance. Isac Artzi Prescriptive Analytics Techniques: Theory and Applications in Finance. Isac Artzi Forecasting Returns of Crypto Currency: Identifying Robustness of Auto Regressive and Integrated Moving Average (ARIMA) and Artificial Neural Networks (ANNs) Sudhi Sharma and Indira Bhardwaj Part II 3 23 59 127 183 Machine Learning Machine Learning in Financial Markets: Dimension Reduction and Support Vector Machine. Farshad Noravesh 199 Pruned Random Forests for Effective and Efficient Financial Data Analytics. Khaled Fawagreh, Mohamed Medhat Gaber, and Mentalia Abdalla 225 XV
xvi Contents Foreign Currency Exchange Rate Prediction Using Long Short-Term Memory, Support Vector Regression and Random Forest Regression Md. Fazie Rabbi, Mahmudul Hasan Moon, Fahmida Tasnim Dhonno, Äyrin Sultana, and Mohammad Zoynul Abedin 251 Natural Language Processing for Exploring Culture in Finance: Theory and Applications Jing-Mao Ho and Abdullah Shahid 269 Part Ш Technology-Driven Finance Network Modeling: Historical Perspectives, Agent-Based Modeling, Correlation Networks, and Network Similarities. Cantay Caliskan ‘* Optimization of Regulatory Economic-Capital Structured Portfolios: Modeling Algorithms, Financial Data Analytics, and Reinforcement Machine Learning in Emerging Markets Mazin A. Μ. Al Janabi Transforming Insurance Business with Data Science. Wayne Huang A General Cyber Hygiene Approach for Financial Analytical Environment. Waleed Μ. Ead and Mohamed Μ. Abbassy 295 329 345 369 |
| any_adam_object | 1 |
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| author2 | Köseoğlu, Sinem Derindere 1981- |
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| author_facet | Köseoğlu, Sinem Derindere 1981- |
| building | Verbundindex |
| bvnumber | BV048210849 |
| classification_rvk | QP 890 |
| ctrlnum | (OCoLC)1334031937 (DE-599)KXP1772169242 |
| discipline | Wirtschaftswissenschaften |
| discipline_str_mv | Wirtschaftswissenschaften |
| format | Book |
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| index_date | 2024-07-03T19:48:29Z |
| indexdate | 2024-07-10T09:32:06Z |
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| isbn | 9783030837983 303083798X |
| issn | 2730-6038 |
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| spelling | Financial data analytics theory and application Sinem Derindere Köseoğlu, editor Cham, Switzerland Springer [2022] xxii, 384 Seiten Illustrationen, Diagramme txt rdacontent n rdamedia nc rdacarrier Contributions to finance and accounting 2730-6038 Datenanalyse (DE-588)4123037-1 gnd rswk-swf Ökonometrie (DE-588)4132280-0 gnd rswk-swf Kreditmarkt (DE-588)4073788-3 gnd rswk-swf Digitalization in finance Machine learning Predictive techniques Deep learning Natural Language Processing (NLP) Insurance business with data science Big data Cloud services Foreign currency exchange Prescriptive modeling techniques Blockchain Innovative technology Optimization of regulatory portfolios Financial networks Emerging markets Financial sector Time series analysis Financial econometrics (DE-588)4143413-4 Aufsatzsammlung gnd-content Kreditmarkt (DE-588)4073788-3 s Datenanalyse (DE-588)4123037-1 s Ökonometrie (DE-588)4132280-0 s DE-604 Köseoğlu, Sinem Derindere 1981- (DE-588)120015858X edt Erscheint auch als Online-Ausgabe 978-3-030-83799-0 Digitalisierung UB Regensburg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=033591697&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Financial data analytics theory and application Datenanalyse (DE-588)4123037-1 gnd Ökonometrie (DE-588)4132280-0 gnd Kreditmarkt (DE-588)4073788-3 gnd |
| subject_GND | (DE-588)4123037-1 (DE-588)4132280-0 (DE-588)4073788-3 (DE-588)4143413-4 |
| title | Financial data analytics theory and application |
| title_auth | Financial data analytics theory and application |
| title_exact_search | Financial data analytics theory and application |
| title_exact_search_txtP | Financial data analytics theory and application |
| title_full | Financial data analytics theory and application Sinem Derindere Köseoğlu, editor |
| title_fullStr | Financial data analytics theory and application Sinem Derindere Köseoğlu, editor |
| title_full_unstemmed | Financial data analytics theory and application Sinem Derindere Köseoğlu, editor |
| title_short | Financial data analytics |
| title_sort | financial data analytics theory and application |
| title_sub | theory and application |
| topic | Datenanalyse (DE-588)4123037-1 gnd Ökonometrie (DE-588)4132280-0 gnd Kreditmarkt (DE-588)4073788-3 gnd |
| topic_facet | Datenanalyse Ökonometrie Kreditmarkt Aufsatzsammlung |
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