Intelligent Computing for Interactive System Design : (Record no. 384)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 06306nam a2200661 i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 9781450390279 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | ACM |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20260528133338.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 210209s2021 nyu 001 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 3447404 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781450390279 |
| Qualifying information | ebook |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781450390286 |
| Qualifying information | epub |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| Canceled/invalid ISBN | 9781450390293 |
| Qualifying information | hardcover |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| Canceled/invalid ISBN | 9781450390262 |
| Qualifying information | paperback |
| 024 7# - OTHER STANDARD IDENTIFIER | |
| Standard number or code | 10.1145/3447404 |
| Source of number or code | doi |
| 100 0# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Eslambolchilar, Parisa |
| Relator term | author. |
| 245 10 - TITLE STATEMENT | |
| Title | Intelligent Computing for Interactive System Design : |
| Remainder of title | Statistics, Digital Signal Processing, and Machine Learning in Practice / |
| Statement of responsibility, etc. | Parisa Eslambolchilar, Andreas Komninos, Mark Dunlop. |
| 250 ## - EDITION STATEMENT | |
| Edition statement | First Edition |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Place of production, publication, distribution, manufacture | [New York, NY, USA] : |
| Name of producer, publisher, distributor, manufacturer | Association for Computing Machinery; |
| Date of production, publication, distribution, manufacture, or copyright notice | [2021]. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 1 PDF (xvi, 455 pages) |
| Other physical details | LuaTEX |
| 490 1# - SERIES STATEMENT | |
| Series statement | ACM books, |
| International Standard Serial Number | 2374-6777 ; |
| Volume/sequential designation | #34 |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Preface |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Introduction -- Ubiquitous HCI -- Data-driven Opportunities and Challenges in Novel HCI -- Statistics, DSP, and ML as Tools for HCI Design and Evaluation -- Aims and Scope of this Book -- Structure of this Book -- References |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Ethical Issues in Digital Signal Processing and Machine Learning -- Ethical Frameworks -- Professional Ethics and Computer Science --Summary -- References |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 1 Internet of Everything -- 1.1 Introduction -- 1.2 The Importance of DSP and ML in IoE Applications -- 1.3 Elements and Enabling Technologies for DSP and ML in IoE Applications -- 1.4 Computing Paradigms for IoE Data Analysis -- 1.5 Security, Privacy, and Data Confidentiality -- 1.6 Challenges and Future Directions -- 1.7 Follow-up Questions -- References |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 1E The Internet of Everything--Introducing Privacy -- References |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 2 Statistical Grounding -- 2.1 Terminologies -- 2.2 Sample and Population -- 2.3 Level of Measurement -- 2.4 Data Collection and Logging -- 2.5 Descriptive Statistics -- 2.6 Outliers -- 2.7 Hypothesis Testing -- 2.8 Parametric Tests -- 2.9 Non-parametric Tests -- 2.10 Case Study -- 2.11 Further Reading -- References |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 2E Ethics and Statistics -- References |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 3 DSP Basics -- 3.1 Introduction -- 3.2 Signals -- 3.3 Analog-to-digital Conversion -- 3.4 Digital-to-analog Conversion -- 3.5 Discrete Fourier Transform -- 3.6 Autocorrelation -- 3.7 LTI Systems -- 3.8 Use Case Example -- 3.9 Follow-up Questions -- 3.10 Summary -- References |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 3E Ethical Issues of Digital Signal Processing -- References |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 4 Machine Learning Basics -- 4.1 Probability Primer -- 4.2 Supervised Learning -- 4.3 Unsupervised Learning: Clustering -- 4.4 Practical Aspects -- 4.5 Summary and Links -- 4.6 Follow-up Questions -- References |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 4E Ethical Issues in Machine Learning -- References |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 5 Combining Infrastructure Sensor and Tourism Market Data in a Smart City Project-Case Study 1 -- 5.1 Tourism Analytics -- 5.2 Making Sense of the Available Glasgow Data -- 5.3 Predicting Business Indicators -- 5.4 Multivariate Predictions -- 5.5 Simple Visualization -- 5.6 Summary -- Acknowledgments -- Author Contributions -- References |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 5E Ethics and Smart Cities -- References |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 6 Brain-Computer Interfacing with Interactive Systems--Case Study 2 -- 6.1 Introduction -- 6.2 Interfacing with the Brain -- 6.3 Interacting with VR -- 6.4 Conclusions -- 6.5 Follow-up Questions -- 6.6 Further Reading -- Acknowledgments --References |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 6E Ethical Issues in Brain--Computer Interfaces -- References |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 7 Probabilistic Text Entry--Case Study 3 -- 7.1 Uncertain Text Input -- 7.2 Statistical Formulation -- 7.3 Input Modeling -- 7.4 Language Modeling -- 7.5 Decoding -- 7.6 User Interface Issues -- 7.7 Case Study: Typing on a Smartwatch -- 7.8 Discussion and Conclusions -- 7.9 Follow-up Questions -- 7.10 Further Reading -- Acknowledgments -- References |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 7E Ethical Issues in Probabilistic Text Entry -- References |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 8 Secure Gestures--Case Study 4 -- 8.1 What Are Secure Gestures? -- 8.2 Background: The Problem of Recognition -- 8.3 Recognition Approaches -- 8.4 Metrics for Evaluating Recognition Approaches -- 8.5 Attacks Against Gesture-based Authentication -- 8.6 Summary -- 8.7 Follow-up Question -- 8.8 Further Reading -- Acknowledgments -- References |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 8E Ethics and Secure Gestures -- References |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 9 Personal Context from Mobile Phones--Case Study 5 -- 9.1 What Is Personal Context? -- 9.2 Example: Inferring Phone Placement -- 9.3 Inferring Social Relationships from Communication Behavior -- 9.4 Conclusion -- 9.5 Follow-up Questions -- Acknowledgments -- References |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 9E Ethics and Personal Context -- References |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 10 Building Adaptive Touch Interfaces--Case Study 6 -- 10.1 Motivation for Adaptive, Probabilistic Touch Interfaces -- 10.2 Three Key Challenges for Developing Adaptive Touch Interfaces -- 10.3 The ProbUI Framework -- 10.4 Development Examples -- 10.5 Reflection from a Developer Perspective -- 10.6 Conclusion and Outlook -- 10.7 Follow-up Questions -- 10.8 Further Reading -- Acknowledgment -- References |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 10E Ethics and Adaptive Touch Interfaces -- References |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 11 Driver Cognitive Load Classification Based on Physiological Data--Case Study 7 -- 11.1 Motivation for Driver State Estimation -- 11.2 Driver Cognitive Load Detection Methods -- 11.3 Case Study: Cognitive Load Classification Using Driver Physiological Data -- 11.4 Conclusion -- 11.5 Further Reading -- 11.6 Follow-up Questions -- Acknowledgments -- References |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 11E Ethics in Automotive User Interface -- References |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Author's Biography |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Index |
| 506 ## - RESTRICTIONS ON ACCESS NOTE | |
| Terms governing access | Abstract freely available; full-text restricted to subscribers or individual document purchasers. |
| 530 ## - ADDITIONAL PHYSICAL FORM AVAILABLE NOTE | |
| Additional physical form available note | Also available in print. |
| 538 ## - SYSTEM DETAILS NOTE | |
| System details note | Mode of access: World Wide Web |
| 538 ## - SYSTEM DETAILS NOTE | |
| System details note | System requirements: Adobe Acrobat Reader |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Intelligent Computing (Computer Science) |
| 655 #0 - INDEX TERM--GENRE/FORM | |
| Genre/form data or focus term | Electronic books. |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Relationship information | Print version: |
| International Standard Book Number | 9781450390293 |
| -- | 9781450390262 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE | |
| Uniform title | ACM books - Collection 2 ; |
| Volume/sequential designation | #34. |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Materials specified | Abstract with links to full text |
| Uniform Resource Identifier | <a href="https://doi.org/10.1145/3447404">https://doi.org/10.1145/3447404</a> |
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