Human and Machine Learning : Visible, Explainable, Trustworthy and Transparent / / edited by Jianlong Zhou, Fang Chen
| Human and Machine Learning : Visible, Explainable, Trustworthy and Transparent / / edited by Jianlong Zhou, Fang Chen |
| Edizione | [1st ed. 2018.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 |
| Descrizione fisica | 1 online resource (XXIII, 482 p. 140 illus., 114 illus. in color.) |
| Disciplina | 006.31 |
| Collana | Human–Computer Interaction Series |
| Soggetto topico |
User interfaces (Computer systems)
Artificial intelligence Pattern perception User Interfaces and Human Computer Interaction Artificial Intelligence Pattern Recognition |
| ISBN | 3-319-90403-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Part I Transparency in Machine Learning -- Part II Visual Explanation of Machine Learning Process -- Part III Algorithmic Explanation of Machine Learning Models -- Part IV User Cognitive Responses in ML-Based Decision Making -- Part V Human and Evaluation of Machine Learning -- Part VI Domain Knowledge in Transparent Machine Learning Applications. |
| Record Nr. | UNINA-9910299284403321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 | ||
| Lo trovi qui: Univ. Federico II | ||
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Humanity Driven AI : Productivity, Well-Being, Sustainability and Partnership
| Humanity Driven AI : Productivity, Well-Being, Sustainability and Partnership |
| Autore | Chen Fang |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing AG, , 2022 |
| Descrizione fisica | 1 online resource (330 pages) |
| Altri autori (Persone) | ZhouJianlong |
| Soggetto genere / forma | Electronic books. |
| ISBN |
9783030721886
9783030721879 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910512160403321 |
Chen Fang
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| Cham : , : Springer International Publishing AG, , 2022 | ||
| Lo trovi qui: Univ. Federico II | ||
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Humanity driven AI : productivity, well-being, sustainability and partnership / / edited by Fang Chen and Jianlong Zhou
| Humanity driven AI : productivity, well-being, sustainability and partnership / / edited by Fang Chen and Jianlong Zhou |
| Pubbl/distr/stampa | Cham, Switzerland : , : Springer, , [2022] |
| Descrizione fisica | 1 online resource (330 pages) |
| Disciplina | 006.3 |
| Soggetto topico |
Human-computer interaction
Artificial intelligence - Social aspects Artificial intelligence |
| ISBN | 3-030-72188-4 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNISA-996464550303316 |
| Cham, Switzerland : , : Springer, , [2022] | ||
| Lo trovi qui: Univ. di Salerno | ||
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Humanity Driven AI : Productivity, Well-being, Sustainability and Partnership / / edited by Fang Chen, Jianlong Zhou
| Humanity Driven AI : Productivity, Well-being, Sustainability and Partnership / / edited by Fang Chen, Jianlong Zhou |
| Edizione | [1st ed. 2022.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2022 |
| Descrizione fisica | 1 online resource (330 pages) |
| Disciplina |
006.3
303.4834 |
| Collana | Computer Science Series |
| Soggetto topico |
Artificial intelligence
User interfaces (Computer systems) Human-computer interaction Computers and civilization Artificial Intelligence User Interfaces and Human Computer Interaction Computers and Society |
| ISBN | 3-030-72188-4 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Part I AI and Humanity -- Towards Humanity-in-The-Loop in AI Lifecycle -- AI and Ethics - Operationalising Responsible AI -- Part II AI for Productivity -- Machine Learning for Efficient Water Infrastructure Management -- AI for Real-Time Bus Travel Time Prediction in Traffic Congestion Management -- The Future of Transportation: How to Improve Railway Operation Performance via Advanced AI Techniques -- Part III AI for Wellbeing -- Federated Learning for Privacy-Preserving Open Innovation Future on Digital Health -- AI-Enhanced 3D Biomedical Data Analytics for Neuronal Structure Reconstruction -- Artificial Intelligence for Fighting the COVID-19 Pandemic -- Part IV AI for Sustainability -- Sewer Corrosion Prediction for Sewer Network Sustainability -- AI Applied to Air Pollution and Environmental Health: A Case Study on Hypothesis Generation -- SharkSpotter: Shark Detection with Drones for Human Safety and Environmental Protection -- AI + Human Partnership -- Learner Engagement Examination via Computer Usage Behaviors -- Virtual Teaching Assistants: Technologies, Applications and Challenges -- Artificial Intelligence and People with Disabilities: A Reflection on Human-AI Partnerships -- Towards a Taxonomy for Explainable AI in Computational Pathology. |
| Record Nr. | UNINA-9910522923103321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2022 | ||
| Lo trovi qui: Univ. Federico II | ||
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Robust Multimodal Cognitive Load Measurement / / by Fang Chen, Jianlong Zhou, Yang Wang, Kun Yu, Syed Z. Arshad, Ahmad Khawaji, Dan Conway
| Robust Multimodal Cognitive Load Measurement / / by Fang Chen, Jianlong Zhou, Yang Wang, Kun Yu, Syed Z. Arshad, Ahmad Khawaji, Dan Conway |
| Autore | Chen Fang |
| Edizione | [1st ed. 2016.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016 |
| Descrizione fisica | 1 online resource (XIV, 254 p. 131 illus., 65 illus. in color.) |
| Disciplina |
005.437
4.019 |
| Collana | Human–Computer Interaction Series |
| Soggetto topico |
User interfaces (Computer systems)
Psychobiology Biometry User Interfaces and Human Computer Interaction Biological Psychology Biometrics |
| ISBN | 3-319-31700-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Preface -- Part I: Preliminaries -- Introduction -- The State-of-The-Art -- Theoretical Aspects of Multimodal Cognitive Load Measures -- Part II: Physiological Measurement -- Eye Based Measures. Galvanic Skin Response Based Measures -- Part III: Behavioural Measurement -- Linguistic Feature Based Measures -- Speech Signal Based Measures -- Pen Input Based Measures -- Mouse Based Measures -- Part IV: Multimodal Measures and Affecting Factors -- Multimodal Measures and Data Fusion -- Emotion and Cognitive Load -- Stress and Cognitive Load -- Trust and Cognitive Load -- Part V: Making Cognitive Load Measurement Accessible -- Dynamic Cognitive Load Adjustments in A Feedback Loop -- Real-Time Cognitive Load Measurement: Data Streaming Approach -- Applications of Cognitive Load Measurement -- Part VI: Conclusions -- Cognitive Load Measurement in Perspectives. |
| Record Nr. | UNINA-9910254997403321 |
Chen Fang
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016 | ||
| Lo trovi qui: Univ. Federico II | ||
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