Data Analytics and AI (eBook, ePUB)
Redaktion: Liebowitz, Jay
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Data Analytics and AI (eBook, ePUB)
Redaktion: Liebowitz, Jay
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Two hot topics in recent years are data analytics and AI. Unfortunately, both communities have not done been communicating and collaborating with each other to build the necessary synergies. This book presents theory, applications, and case studies to bridge the gap between these fields.
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Two hot topics in recent years are data analytics and AI. Unfortunately, both communities have not done been communicating and collaborating with each other to build the necessary synergies. This book presents theory, applications, and case studies to bridge the gap between these fields.
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Produktdetails
- Produktdetails
- Verlag: Taylor & Francis eBooks
- Seitenzahl: 266
- Erscheinungstermin: 6. August 2020
- Englisch
- ISBN-13: 9781000094671
- Artikelnr.: 59842306
- Verlag: Taylor & Francis eBooks
- Seitenzahl: 266
- Erscheinungstermin: 6. August 2020
- Englisch
- ISBN-13: 9781000094671
- Artikelnr.: 59842306
- Herstellerkennzeichnung Die Herstellerinformationen sind derzeit nicht verfügbar.
Dr. Jay Liebowitz is the Distinguished Chair of Applied Business and Finance at Harrisburg University of Science and Technology. He previously was the Orkand Endowed Chair of Management and Technology in the Graduate School at the University of Maryland University College (UMUC). He served as a Professor in the Carey Business School at Johns Hopkins University. He was ranked one of the top 10 knowledge management researchers/practitioners out of 11,000 worldwide, and was ranked second in KM Strategy worldwide according to the January 2010 Journal of Knowledge Management. At Johns Hopkins University, he was the founding Program Director for the Graduate Certificate in Competitive Intelligence and the Capstone Director of the MS-Information and Telecommunications Systems for Business Program, where he engaged over 30 organizations in industry, government, and not-for-profits in capstone projects.
Contents
Foreword
..............................................................................................................ix
Preface..............................................................................................................xvii
List of
Contributors..........................................................................................xix
1 Unraveling Data Science, Artificial Intelligence, and
Autonomy............1
JOHN PIORKOWSKI
2 Unlock the True Power of Data Analytics with Artificial
Intelligence
...........................................................................................21
RITU JYOTI
3 Machine Intelligence and Managerial
Decision-Making......................31
LEE SCHLENKER AND MOHAMED MINHAJ
4 Measurement Issues in the Uncanny Valley: The Interaction
between Artificial Intelligence and Data
Analytics...............................53
DOUGLAS A. SAMUELSON
5 An Overview of Deep Learning in
Industry..........................................65
QUAN LE, LUIS MIRALLES-PECHUÁN, SHRIDHAR KULKARNI,
JING SU, AND OISÍN BOYDELL
6 Chinese AI Policy and the Path to Global Leadership:
Competition, Protectionism, and
Security............................................99
MARK ROBBINS
7 Natural Language Processing in Data
Analytics................................117
YUDONG LIU
8 AI in Smart Cities Development: A Perspective of Strategic
Risk
Management................................................................................133
EDUARDO RODRIGUEZ AND JOHN S. EDWARDS
9 Predicting Patient Missed Appointments in the Academic
Dental
Clinic.......................................................................................151
AUNDREA L. PRICE AND GOPIKRISHNAN CHANDRASEKHARAN
10 Machine Learning in Cognitive
Neuroimaging..................................167
SIAMAK ARAM, DENIS KORNEV, YE HAN, MINA EKRAMNIA,
ROOZBEH SADEGHIAN, SAEED ESMAILI SARDARI,
HADIS DASHTESTANI, SAGAR KORA VENU, AND AMIR GANDJBAKHCHE
11 People, Competencies, and Capabilities Are Core Elements
in Digital Transformation: A Case Study of a Digital
Transformation Project at
ABB...........................................................183
ISMO LAUKKANEN
12 AI-Informed Analytics Cycle: Reinforcing
Concepts..........................211
ROSINA O. WEBER AND MAUREEN P. KINKELA
Index............................................................................................................235
Foreword
..............................................................................................................ix
Preface..............................................................................................................xvii
List of
Contributors..........................................................................................xix
1 Unraveling Data Science, Artificial Intelligence, and
Autonomy............1
JOHN PIORKOWSKI
2 Unlock the True Power of Data Analytics with Artificial
Intelligence
...........................................................................................21
RITU JYOTI
3 Machine Intelligence and Managerial
Decision-Making......................31
LEE SCHLENKER AND MOHAMED MINHAJ
4 Measurement Issues in the Uncanny Valley: The Interaction
between Artificial Intelligence and Data
Analytics...............................53
DOUGLAS A. SAMUELSON
5 An Overview of Deep Learning in
Industry..........................................65
QUAN LE, LUIS MIRALLES-PECHUÁN, SHRIDHAR KULKARNI,
JING SU, AND OISÍN BOYDELL
6 Chinese AI Policy and the Path to Global Leadership:
Competition, Protectionism, and
Security............................................99
MARK ROBBINS
7 Natural Language Processing in Data
Analytics................................117
YUDONG LIU
8 AI in Smart Cities Development: A Perspective of Strategic
Risk
Management................................................................................133
EDUARDO RODRIGUEZ AND JOHN S. EDWARDS
9 Predicting Patient Missed Appointments in the Academic
Dental
Clinic.......................................................................................151
AUNDREA L. PRICE AND GOPIKRISHNAN CHANDRASEKHARAN
10 Machine Learning in Cognitive
Neuroimaging..................................167
SIAMAK ARAM, DENIS KORNEV, YE HAN, MINA EKRAMNIA,
ROOZBEH SADEGHIAN, SAEED ESMAILI SARDARI,
HADIS DASHTESTANI, SAGAR KORA VENU, AND AMIR GANDJBAKHCHE
11 People, Competencies, and Capabilities Are Core Elements
in Digital Transformation: A Case Study of a Digital
Transformation Project at
ABB...........................................................183
ISMO LAUKKANEN
12 AI-Informed Analytics Cycle: Reinforcing
Concepts..........................211
ROSINA O. WEBER AND MAUREEN P. KINKELA
Index............................................................................................................235
Contents
Foreword
..............................................................................................................ix
Preface..............................................................................................................xvii
List of
Contributors..........................................................................................xix
1 Unraveling Data Science, Artificial Intelligence, and
Autonomy............1
JOHN PIORKOWSKI
2 Unlock the True Power of Data Analytics with Artificial
Intelligence
...........................................................................................21
RITU JYOTI
3 Machine Intelligence and Managerial
Decision-Making......................31
LEE SCHLENKER AND MOHAMED MINHAJ
4 Measurement Issues in the Uncanny Valley: The Interaction
between Artificial Intelligence and Data
Analytics...............................53
DOUGLAS A. SAMUELSON
5 An Overview of Deep Learning in
Industry..........................................65
QUAN LE, LUIS MIRALLES-PECHUÁN, SHRIDHAR KULKARNI,
JING SU, AND OISÍN BOYDELL
6 Chinese AI Policy and the Path to Global Leadership:
Competition, Protectionism, and
Security............................................99
MARK ROBBINS
7 Natural Language Processing in Data
Analytics................................117
YUDONG LIU
8 AI in Smart Cities Development: A Perspective of Strategic
Risk
Management................................................................................133
EDUARDO RODRIGUEZ AND JOHN S. EDWARDS
9 Predicting Patient Missed Appointments in the Academic
Dental
Clinic.......................................................................................151
AUNDREA L. PRICE AND GOPIKRISHNAN CHANDRASEKHARAN
10 Machine Learning in Cognitive
Neuroimaging..................................167
SIAMAK ARAM, DENIS KORNEV, YE HAN, MINA EKRAMNIA,
ROOZBEH SADEGHIAN, SAEED ESMAILI SARDARI,
HADIS DASHTESTANI, SAGAR KORA VENU, AND AMIR GANDJBAKHCHE
11 People, Competencies, and Capabilities Are Core Elements
in Digital Transformation: A Case Study of a Digital
Transformation Project at
ABB...........................................................183
ISMO LAUKKANEN
12 AI-Informed Analytics Cycle: Reinforcing
Concepts..........................211
ROSINA O. WEBER AND MAUREEN P. KINKELA
Index............................................................................................................235
Foreword
..............................................................................................................ix
Preface..............................................................................................................xvii
List of
Contributors..........................................................................................xix
1 Unraveling Data Science, Artificial Intelligence, and
Autonomy............1
JOHN PIORKOWSKI
2 Unlock the True Power of Data Analytics with Artificial
Intelligence
...........................................................................................21
RITU JYOTI
3 Machine Intelligence and Managerial
Decision-Making......................31
LEE SCHLENKER AND MOHAMED MINHAJ
4 Measurement Issues in the Uncanny Valley: The Interaction
between Artificial Intelligence and Data
Analytics...............................53
DOUGLAS A. SAMUELSON
5 An Overview of Deep Learning in
Industry..........................................65
QUAN LE, LUIS MIRALLES-PECHUÁN, SHRIDHAR KULKARNI,
JING SU, AND OISÍN BOYDELL
6 Chinese AI Policy and the Path to Global Leadership:
Competition, Protectionism, and
Security............................................99
MARK ROBBINS
7 Natural Language Processing in Data
Analytics................................117
YUDONG LIU
8 AI in Smart Cities Development: A Perspective of Strategic
Risk
Management................................................................................133
EDUARDO RODRIGUEZ AND JOHN S. EDWARDS
9 Predicting Patient Missed Appointments in the Academic
Dental
Clinic.......................................................................................151
AUNDREA L. PRICE AND GOPIKRISHNAN CHANDRASEKHARAN
10 Machine Learning in Cognitive
Neuroimaging..................................167
SIAMAK ARAM, DENIS KORNEV, YE HAN, MINA EKRAMNIA,
ROOZBEH SADEGHIAN, SAEED ESMAILI SARDARI,
HADIS DASHTESTANI, SAGAR KORA VENU, AND AMIR GANDJBAKHCHE
11 People, Competencies, and Capabilities Are Core Elements
in Digital Transformation: A Case Study of a Digital
Transformation Project at
ABB...........................................................183
ISMO LAUKKANEN
12 AI-Informed Analytics Cycle: Reinforcing
Concepts..........................211
ROSINA O. WEBER AND MAUREEN P. KINKELA
Index............................................................................................................235