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Intelligent Computing for Interactive System Design : Statistics, Digital Signal Processing and Machine Learning in Practice / / edited by Parisa Eslambolchilar, Mark Dunlop, and Andreas Komninos
| Intelligent Computing for Interactive System Design : Statistics, Digital Signal Processing and Machine Learning in Practice / / edited by Parisa Eslambolchilar, Mark Dunlop, and Andreas Komninos |
| Edizione | [First edition.] |
| Pubbl/distr/stampa | New York : , : Association for Computing Machinery, , [2021] |
| Descrizione fisica | 1 online resource : illustrations (some color) |
| Disciplina | 174.90904 |
| Collana | ACM Books |
| Soggetto topico |
Human-computer interaction
Machine learning Signal processing - Digital techniques Statistics User interfaces (Computer systems) |
| ISBN |
9781450390279
9781450390286 9781450390293 9781450390262 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Cover -- Halftitle -- Title Page -- Copyright Page -- Contents -- Preface -- 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 -- Ethical Issues in Digital Signal Processing and Machine Learning -- Ethical Frameworks -- Professional Ethics and Computer Science -- Summary -- References -- Chapter 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 -- Chapter 1E The Internet of Everything-Introducing Privacy -- References -- Chapter 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 -- Chapter 2E Ethics and Statistics -- References -- Chapter 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 -- Chapter 3E Ethical Issues of Digital Signal Processing -- References -- Chapter 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.
Chapter 4E Ethical Issues in Machine Learning -- References -- Chapter 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 -- Chapter 5E Ethics and Smart Cities -- References -- Chapter 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 -- Chapter 6E Ethical Issues in Brain-Computer Interfaces -- References -- Chapter 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 -- Chapter 7E Ethical Issues in Probabilistic Text Entry -- References -- Chapter 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 -- Chapter 8E Ethics and Secure Gestures -- References -- Chapter 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 -- Chapter 9E Ethics and Personal Context -- References -- Chapter 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 -- Acknowledgments -- References -- Chapter 10E Ethics and Adaptive Touch Interfaces -- References -- Chapter 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 -- Chapter 11E Ethics in Automotive User Interface -- References -- Authors' Biographies -- Index. |
| Record Nr. | UNINA-9911008995903321 |
| New York : , : Association for Computing Machinery, , [2021] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Proceedings of the 25th International Conference on Mobile Human-Computer Interaction / / Edited by Andreas Komninos, Carmen Santoro, Damianos Gavalas, Johannes Schoening, Maristella Matera, Luis A. Leiva
| Proceedings of the 25th International Conference on Mobile Human-Computer Interaction / / Edited by Andreas Komninos, Carmen Santoro, Damianos Gavalas, Johannes Schoening, Maristella Matera, Luis A. Leiva |
| Autore | Komninos Andreas |
| Pubbl/distr/stampa | New York, NY, United States, : Association for Computing Machinery, 2023 |
| Descrizione fisica | 1 online resource (256 pages) |
| Altri autori (Persone) |
KomninosAndreas
SantoroCarmen GavalasDamianos SchoeningJohannes MateraMaristella LeivaLuis A |
| Collana | ACM Conferences |
| Soggetto topico |
Computer science
Human computer interaction (HCI) Text input Ubiquitous and mobile computing systems and tools |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Altri titoli varianti | MobileHCI '23 Companion |
| Record Nr. | UNISA-996552469103316 |
Komninos Andreas
|
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| New York, NY, United States, : Association for Computing Machinery, 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Proceedings of the 25th International Conference on Mobile Human-Computer Interaction / / Edited by Andreas Komninos, Carmen Santoro, Damianos Gavalas, Johannes Schoening, Maristella Matera, Luis A. Leiva
| Proceedings of the 25th International Conference on Mobile Human-Computer Interaction / / Edited by Andreas Komninos, Carmen Santoro, Damianos Gavalas, Johannes Schoening, Maristella Matera, Luis A. Leiva |
| Autore | Komninos Andreas |
| Pubbl/distr/stampa | New York, NY, United States, : Association for Computing Machinery, 2023 |
| Descrizione fisica | 1 online resource (256 pages) |
| Altri autori (Persone) |
KomninosAndreas
SantoroCarmen GavalasDamianos SchoeningJohannes MateraMaristella LeivaLuis A |
| Collana | ACM Conferences |
| Soggetto topico |
Computer science
Human computer interaction (HCI) Text input Ubiquitous and mobile computing systems and tools |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Altri titoli varianti | MobileHCI '23 Companion |
| Record Nr. | UNINA-9910746500903321 |
|
Komninos Andreas
|
||
| New York, NY, United States, : Association for Computing Machinery, 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||