A Unifying Framework for Formal Theories of Novelty
A Unifying Framework for Formal Theories of Novelty
Buch
- Discussions, Guidelines, and Examples for Artificial Intelligence
- Herausgeber: Walter Scheirer, Terrance Boult
- Springer Nature Switzerland, 08/2024
- Einband: Kartoniert / Broschiert, Paperback
- Sprache: Englisch
- ISBN-13: 9783031330568
- Bestellnummer: 11937159
- Umfang: 128 Seiten
- Auflage: 2024
- Gewicht: 229 g
- Maße: 240 x 168 mm
- Stärke: 8 mm
- Erscheinungstermin: 3.8.2024
- Serie: Synthesis Lectures on Computer Vision
Achtung: Artikel ist nicht in deutscher Sprache!
Klappentext
This book presents the first unified formalization for defining novelty across the span of machine learning, symbolic-reasoning, and control and planning-based systems. Dealing with novelty, things not previously seen by a system, is a critical issue for building vision-systems and general intelligent systems. The book presents examples of using this framework to define and evaluate in multiple domains including image recognition image-based open world learning, hand-writing and author analysis, CartPole Control, Image Captioning, and Monopoly. Chapters are written by well-known contributors to this new and emerging field. In addition, examples are provided from multiple areas, such as machine-learning based control problems, symbolic reasoning, and multi-player games.Mehr von Synthesis Lectu...
![Jun Wan: Advances in Face Presentation Attack Detection, Buch](https://lesen.de/image/h90/front/0/9783031329081.jpg)
Jun Wan
Advances in Face Presentation Attack Detection
Buch
EUR 42,66*
![Xiu-Shen Wei: Fine-Grained Image Analysis: Modern Approaches, Buch](https://lesen.de/image/h90/front/0/9783031313769.jpg)
Xiu-Shen Wei
Fine-Grained Image Analysis: Modern Approaches
Buch
EUR 42,66*
![Man Luo: Advances in Multimodal Information Retrieval and Generation, Buch](https://lesen.de/image/h90/front/0/9783031578151.jpg)
Man Luo
Advances in Multimodal Information Retrieval and Generation
Buch
EUR 58,66*
![Ning Xu: Video Object Segmentation, Buch](https://lesen.de/image/h90/front/0/9783031446559.jpg)
Ning Xu
Video Object Segmentation
Buch
EUR 42,66*
![Ning Xu: Video Object Tracking, Buch](https://lesen.de/image/h90/front/0/9783031446597.jpg)
Ning Xu
Video Object Tracking
Buch
EUR 42,66*