Artificial intelligence: fundamentals and applications
Saved in:
| Other Authors: | , |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Boca Raton ; London ; New York
CRC Press
2021
|
| Edition: | First edition |
| Subjects: | |
| Online Access: | FHD01 Volltext |
| Physical Description: | 1 Online-Ressource (xiii, 256 Seiten) |
| ISBN: | 9781003095910 9781000406481 |
| DOI: | 10.1201/9781003095910 |
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| 505 | 8 | |a Cover -- Half Title -- Title Page -- Copyright Page -- Table of Contents -- Preface -- Editors -- Contributors -- Chapter 1 Artificial Intelligence and Nanotechnology: A Super Convergence -- 1.1 Introduction -- 1.2 Utility of Artificial Intelligence -- 1.2.1 AI in Scanning Probe Microscopy -- 1.2.2 Nanosystem Design -- 1.2.3 Nanoscale Simulation -- 1.2.4 Nanocomputing -- 1.3 Food Science -- 1.4 Nanobots in Medicine -- 1.5 Summary -- References -- Chapter 2 Artificial Intelligence in E-Commerce: A Business Process Analysis -- 2.1 Introduction -- 2.2 Artificial Intelligence | |
| 505 | 8 | |a 2.2.1 AI Mimicking Human Intelligence -- 2.2.2 AI Exceeding Human Intelligence -- 2.3 E-Commerce Business Processes and Artificial Intelligence -- 2.3.1 Marketing -- 2.3.1.1 Market Research -- 2.3.1.2 Market Stimulation -- 2.3.2 Transaction Processing -- 2.3.2.1 Terms Negotiation -- 2.3.2.2 Order Selection and Priority -- 2.3.2.3 Order Receipt -- 2.3.2.4 Order Billing/Payment Management -- 2.3.3 Service and Support -- 2.3.3.1 Order Scheduling/Fulfillment Delivery -- 2.3.3.2 Customer Service and Support -- 2.4 Concluding Remarks -- References | |
| 505 | 8 | |a Chapter 3 ABC of Digital Era with Special Reference to Banking Sector -- 3.1 Introduction -- 3.2 Artificial Intelligence in Banking Sector -- 3.3 ABC of Digital Era in Banking Sector -- 3.3.1 A as Artificial Intelligence -- 3.3.2 B as Big Tech -- 3.3.3 C as Core Banking and Cloud -- 3.4 Opportunities and Challenges in Banking Sector Due to Digitalization -- 3.4.1 Opportunities -- 3.4.2 Challenges -- 3.5 Artificial Intelligence Used by Four BIG Banks of India -- 3.5.1 State Bank of India -- 3.5.2 HDFC Bank -- 3.5.3 ICICI Bank -- 3.5.4 AXIS Bank -- 3.6 Conclusion -- References | |
| 505 | 8 | |a Chapter 4 Artificial Intelligence in Predictive Analysis of Insurance and Banking -- 4.1 Introduction -- 4.2 Predictive Analysis and Its Applications -- 4.2.1 Predictive Analysis of Stock Prices Using DCC GARCH Model in R -- 4.3 Genetic Algorithms -- 4.3.1 Genetic Algorithms in Portfolio Optimization -- 4.3.2 Genetic Algorithms in Bank Profit Maximization -- 4.4 Anomaly Detection -- 4.4.1 Anomaly Detection to Identify Credit Card Frauds using Python -- 4.4.1.1 Python Libraries -- 4.4.1.2 Anomaly Detection in Credit Card Data set | |
| 505 | 8 | |a 4.4.2 A Demonstration of Anomaly Detection in Ethereum Prices Using R -- 4.4.2.1 Ethereum -- 4.4.2.2 Tidy verse -- 4.4.2.3 Anomaly Detection -- 4.5 Conclusion -- References -- Chapter 5 Artificial Intelligence in Robotics and Automation -- 5.1 Introduction -- 5.2 History -- 5.3 Automation and Application Bots -- 5.4 Robots vs. Chatbots vs. Bots -- 5.4.1 Types of Bots -- 5.5 Natural Language Processing (NLP) -- 5.5.1 Natural Language Understanding (NLU) -- 5.5.2 Natural Language Generation -- 5.6 Robotics Process Automation (RPA) -- 5.6.1 Challenges in Implementation of RPA | |
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| contents | Cover -- Half Title -- Title Page -- Copyright Page -- Table of Contents -- Preface -- Editors -- Contributors -- Chapter 1 Artificial Intelligence and Nanotechnology: A Super Convergence -- 1.1 Introduction -- 1.2 Utility of Artificial Intelligence -- 1.2.1 AI in Scanning Probe Microscopy -- 1.2.2 Nanosystem Design -- 1.2.3 Nanoscale Simulation -- 1.2.4 Nanocomputing -- 1.3 Food Science -- 1.4 Nanobots in Medicine -- 1.5 Summary -- References -- Chapter 2 Artificial Intelligence in E-Commerce: A Business Process Analysis -- 2.1 Introduction -- 2.2 Artificial Intelligence 2.2.1 AI Mimicking Human Intelligence -- 2.2.2 AI Exceeding Human Intelligence -- 2.3 E-Commerce Business Processes and Artificial Intelligence -- 2.3.1 Marketing -- 2.3.1.1 Market Research -- 2.3.1.2 Market Stimulation -- 2.3.2 Transaction Processing -- 2.3.2.1 Terms Negotiation -- 2.3.2.2 Order Selection and Priority -- 2.3.2.3 Order Receipt -- 2.3.2.4 Order Billing/Payment Management -- 2.3.3 Service and Support -- 2.3.3.1 Order Scheduling/Fulfillment Delivery -- 2.3.3.2 Customer Service and Support -- 2.4 Concluding Remarks -- References Chapter 3 ABC of Digital Era with Special Reference to Banking Sector -- 3.1 Introduction -- 3.2 Artificial Intelligence in Banking Sector -- 3.3 ABC of Digital Era in Banking Sector -- 3.3.1 A as Artificial Intelligence -- 3.3.2 B as Big Tech -- 3.3.3 C as Core Banking and Cloud -- 3.4 Opportunities and Challenges in Banking Sector Due to Digitalization -- 3.4.1 Opportunities -- 3.4.2 Challenges -- 3.5 Artificial Intelligence Used by Four BIG Banks of India -- 3.5.1 State Bank of India -- 3.5.2 HDFC Bank -- 3.5.3 ICICI Bank -- 3.5.4 AXIS Bank -- 3.6 Conclusion -- References Chapter 4 Artificial Intelligence in Predictive Analysis of Insurance and Banking -- 4.1 Introduction -- 4.2 Predictive Analysis and Its Applications -- 4.2.1 Predictive Analysis of Stock Prices Using DCC GARCH Model in R -- 4.3 Genetic Algorithms -- 4.3.1 Genetic Algorithms in Portfolio Optimization -- 4.3.2 Genetic Algorithms in Bank Profit Maximization -- 4.4 Anomaly Detection -- 4.4.1 Anomaly Detection to Identify Credit Card Frauds using Python -- 4.4.1.1 Python Libraries -- 4.4.1.2 Anomaly Detection in Credit Card Data set 4.4.2 A Demonstration of Anomaly Detection in Ethereum Prices Using R -- 4.4.2.1 Ethereum -- 4.4.2.2 Tidy verse -- 4.4.2.3 Anomaly Detection -- 4.5 Conclusion -- References -- Chapter 5 Artificial Intelligence in Robotics and Automation -- 5.1 Introduction -- 5.2 History -- 5.3 Automation and Application Bots -- 5.4 Robots vs. Chatbots vs. Bots -- 5.4.1 Types of Bots -- 5.5 Natural Language Processing (NLP) -- 5.5.1 Natural Language Understanding (NLU) -- 5.5.2 Natural Language Generation -- 5.6 Robotics Process Automation (RPA) -- 5.6.1 Challenges in Implementation of RPA |
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| index_date | 2024-07-03T18:08:49Z |
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| institution | BVB |
| isbn | 9781003095910 9781000406481 |
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| spelling | Artificial intelligence fundamentals and applications edited by Cherry Bhargava and Pradeep Kumar Sharma First edition Boca Raton ; London ; New York CRC Press 2021 1 Online-Ressource (xiii, 256 Seiten) txt rdacontent c rdamedia cr rdacarrier Cover -- Half Title -- Title Page -- Copyright Page -- Table of Contents -- Preface -- Editors -- Contributors -- Chapter 1 Artificial Intelligence and Nanotechnology: A Super Convergence -- 1.1 Introduction -- 1.2 Utility of Artificial Intelligence -- 1.2.1 AI in Scanning Probe Microscopy -- 1.2.2 Nanosystem Design -- 1.2.3 Nanoscale Simulation -- 1.2.4 Nanocomputing -- 1.3 Food Science -- 1.4 Nanobots in Medicine -- 1.5 Summary -- References -- Chapter 2 Artificial Intelligence in E-Commerce: A Business Process Analysis -- 2.1 Introduction -- 2.2 Artificial Intelligence 2.2.1 AI Mimicking Human Intelligence -- 2.2.2 AI Exceeding Human Intelligence -- 2.3 E-Commerce Business Processes and Artificial Intelligence -- 2.3.1 Marketing -- 2.3.1.1 Market Research -- 2.3.1.2 Market Stimulation -- 2.3.2 Transaction Processing -- 2.3.2.1 Terms Negotiation -- 2.3.2.2 Order Selection and Priority -- 2.3.2.3 Order Receipt -- 2.3.2.4 Order Billing/Payment Management -- 2.3.3 Service and Support -- 2.3.3.1 Order Scheduling/Fulfillment Delivery -- 2.3.3.2 Customer Service and Support -- 2.4 Concluding Remarks -- References Chapter 3 ABC of Digital Era with Special Reference to Banking Sector -- 3.1 Introduction -- 3.2 Artificial Intelligence in Banking Sector -- 3.3 ABC of Digital Era in Banking Sector -- 3.3.1 A as Artificial Intelligence -- 3.3.2 B as Big Tech -- 3.3.3 C as Core Banking and Cloud -- 3.4 Opportunities and Challenges in Banking Sector Due to Digitalization -- 3.4.1 Opportunities -- 3.4.2 Challenges -- 3.5 Artificial Intelligence Used by Four BIG Banks of India -- 3.5.1 State Bank of India -- 3.5.2 HDFC Bank -- 3.5.3 ICICI Bank -- 3.5.4 AXIS Bank -- 3.6 Conclusion -- References Chapter 4 Artificial Intelligence in Predictive Analysis of Insurance and Banking -- 4.1 Introduction -- 4.2 Predictive Analysis and Its Applications -- 4.2.1 Predictive Analysis of Stock Prices Using DCC GARCH Model in R -- 4.3 Genetic Algorithms -- 4.3.1 Genetic Algorithms in Portfolio Optimization -- 4.3.2 Genetic Algorithms in Bank Profit Maximization -- 4.4 Anomaly Detection -- 4.4.1 Anomaly Detection to Identify Credit Card Frauds using Python -- 4.4.1.1 Python Libraries -- 4.4.1.2 Anomaly Detection in Credit Card Data set 4.4.2 A Demonstration of Anomaly Detection in Ethereum Prices Using R -- 4.4.2.1 Ethereum -- 4.4.2.2 Tidy verse -- 4.4.2.3 Anomaly Detection -- 4.5 Conclusion -- References -- Chapter 5 Artificial Intelligence in Robotics and Automation -- 5.1 Introduction -- 5.2 History -- 5.3 Automation and Application Bots -- 5.4 Robots vs. Chatbots vs. Bots -- 5.4.1 Types of Bots -- 5.5 Natural Language Processing (NLP) -- 5.5.1 Natural Language Understanding (NLU) -- 5.5.2 Natural Language Generation -- 5.6 Robotics Process Automation (RPA) -- 5.6.1 Challenges in Implementation of RPA Künstliche Intelligenz (DE-588)4033447-8 gnd rswk-swf Künstliche Intelligenz (DE-588)4033447-8 s DE-604 Bhargava, Cherry 1982- (DE-588)1244410829 edt Sharma, Pradeep Kumar edt Erscheint auch als Druck-Ausgabe, hbk 978-0-367-55970-0 Erscheint auch als Druck-Ausgabe, pbk 978-0-367-55973-1 https://doi.org/10.1201/9781003095910 Verlag URL des Erstveröffentlichers Volltext |
| spellingShingle | Artificial intelligence fundamentals and applications Cover -- Half Title -- Title Page -- Copyright Page -- Table of Contents -- Preface -- Editors -- Contributors -- Chapter 1 Artificial Intelligence and Nanotechnology: A Super Convergence -- 1.1 Introduction -- 1.2 Utility of Artificial Intelligence -- 1.2.1 AI in Scanning Probe Microscopy -- 1.2.2 Nanosystem Design -- 1.2.3 Nanoscale Simulation -- 1.2.4 Nanocomputing -- 1.3 Food Science -- 1.4 Nanobots in Medicine -- 1.5 Summary -- References -- Chapter 2 Artificial Intelligence in E-Commerce: A Business Process Analysis -- 2.1 Introduction -- 2.2 Artificial Intelligence 2.2.1 AI Mimicking Human Intelligence -- 2.2.2 AI Exceeding Human Intelligence -- 2.3 E-Commerce Business Processes and Artificial Intelligence -- 2.3.1 Marketing -- 2.3.1.1 Market Research -- 2.3.1.2 Market Stimulation -- 2.3.2 Transaction Processing -- 2.3.2.1 Terms Negotiation -- 2.3.2.2 Order Selection and Priority -- 2.3.2.3 Order Receipt -- 2.3.2.4 Order Billing/Payment Management -- 2.3.3 Service and Support -- 2.3.3.1 Order Scheduling/Fulfillment Delivery -- 2.3.3.2 Customer Service and Support -- 2.4 Concluding Remarks -- References Chapter 3 ABC of Digital Era with Special Reference to Banking Sector -- 3.1 Introduction -- 3.2 Artificial Intelligence in Banking Sector -- 3.3 ABC of Digital Era in Banking Sector -- 3.3.1 A as Artificial Intelligence -- 3.3.2 B as Big Tech -- 3.3.3 C as Core Banking and Cloud -- 3.4 Opportunities and Challenges in Banking Sector Due to Digitalization -- 3.4.1 Opportunities -- 3.4.2 Challenges -- 3.5 Artificial Intelligence Used by Four BIG Banks of India -- 3.5.1 State Bank of India -- 3.5.2 HDFC Bank -- 3.5.3 ICICI Bank -- 3.5.4 AXIS Bank -- 3.6 Conclusion -- References Chapter 4 Artificial Intelligence in Predictive Analysis of Insurance and Banking -- 4.1 Introduction -- 4.2 Predictive Analysis and Its Applications -- 4.2.1 Predictive Analysis of Stock Prices Using DCC GARCH Model in R -- 4.3 Genetic Algorithms -- 4.3.1 Genetic Algorithms in Portfolio Optimization -- 4.3.2 Genetic Algorithms in Bank Profit Maximization -- 4.4 Anomaly Detection -- 4.4.1 Anomaly Detection to Identify Credit Card Frauds using Python -- 4.4.1.1 Python Libraries -- 4.4.1.2 Anomaly Detection in Credit Card Data set 4.4.2 A Demonstration of Anomaly Detection in Ethereum Prices Using R -- 4.4.2.1 Ethereum -- 4.4.2.2 Tidy verse -- 4.4.2.3 Anomaly Detection -- 4.5 Conclusion -- References -- Chapter 5 Artificial Intelligence in Robotics and Automation -- 5.1 Introduction -- 5.2 History -- 5.3 Automation and Application Bots -- 5.4 Robots vs. Chatbots vs. Bots -- 5.4.1 Types of Bots -- 5.5 Natural Language Processing (NLP) -- 5.5.1 Natural Language Understanding (NLU) -- 5.5.2 Natural Language Generation -- 5.6 Robotics Process Automation (RPA) -- 5.6.1 Challenges in Implementation of RPA Künstliche Intelligenz (DE-588)4033447-8 gnd |
| subject_GND | (DE-588)4033447-8 |
| title | Artificial intelligence fundamentals and applications |
| title_auth | Artificial intelligence fundamentals and applications |
| title_exact_search | Artificial intelligence fundamentals and applications |
| title_exact_search_txtP | Artificial intelligence fundamentals and applications |
| title_full | Artificial intelligence fundamentals and applications edited by Cherry Bhargava and Pradeep Kumar Sharma |
| title_fullStr | Artificial intelligence fundamentals and applications edited by Cherry Bhargava and Pradeep Kumar Sharma |
| title_full_unstemmed | Artificial intelligence fundamentals and applications edited by Cherry Bhargava and Pradeep Kumar Sharma |
| title_short | Artificial intelligence |
| title_sort | artificial intelligence fundamentals and applications |
| title_sub | fundamentals and applications |
| topic | Künstliche Intelligenz (DE-588)4033447-8 gnd |
| topic_facet | Künstliche Intelligenz |
| url | https://doi.org/10.1201/9781003095910 |
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