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xxAI - Beyond Explainable AI
Statistical machine learning (ML) has triggered a renaissance of artificial intelligence (AI). While the most successful ML models, including Deep Neural Networks (DNN), have developed better predictivity, they have become increasingly complex, at the expense of human interpretability (correlation vs. causality). The field of explainable AI (xAI) has emerged with the goal of creating tools and …
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- 1
- ISBN/ISSN
- -
- Collation
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- Series Title
- Lecture Notes in Computer Science
- Call Number
- X, 397
Artificial Intelligence
This book begins with the past and present of the subversive technology of artificial intelligence, clearly analyzes the overall picture, latest developments and development trends of the artificial intelligence industry, and conducts in-depth research on the competitive situation of various countries. The book also provides an in-depth analysis of the opportunities and challenges that artifici…
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- 1
- ISBN/ISSN
- 978-981-15-6548-9
- Collation
- -
- Series Title
- -
- Call Number
- Palgrave Macmillan Singapore
Artificial Intelligence
This book begins with the past and present of the subversive technology of artificial intelligence, clearly analyzes the overall picture, latest developments and development trends of the artificial intelligence industry, and conducts in-depth research on the competitive situation of various countries. The book also provides an in-depth analysis of the opportunities and challenges that artifici…
- Edition
- 1
- ISBN/ISSN
- 978-981-15-6548-9
- Collation
- -
- Series Title
- -
- Call Number
- XXI, 322
AI in the Wild: Sustainability in the Age of Artificial Intelligence
Examining the potential benefits and risks of using artificial intelligence to advance global sustainability. Drones with night vision are tracking elephant and rhino poachers in African wildlife parks and sanctuaries; smart submersibles are saving coral from carnivorous starfish on Australia's Great Barrier Reef; recycled cell phones alert Brazilian forest rangers to the sound of illegal lo…
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- -
- ISBN/ISSN
- 9780262359573
- Collation
- -
- Series Title
- -
- Call Number
- 004 DAU a
The Digital Synaptic Neural Substrate
This book describes a new computational approach to creativity. With chess as the domain of investigation, the authors show experimentally how a computer can be imbued with the 'spark' of creativity that enables it to compose chess problems or puzzles that are both challenging and aesthetically appealing to humans. This new approach called the Digital Synaptic Neural Substrate (DSNS) mimics the…
- Edition
- 1
- ISBN/ISSN
- 978-3-319-28079-0
- Collation
- XV, 119, 9 b/w illustrations, 4 illustrations in colour
- Series Title
- SpringerBriefs in Cognitive Computation
- Call Number
- -
Web Technologies and Applications APWeb 2015 Workshops, BSD, WDMA, and BDAT,…
This book constitutes the refereed proceedings of the workshops held at the 17th Asia-Pacific Web Conference, APWeb 2015, in Guangzhou, China, in September 2015. The 15 full papers were carefully reviewed and selected from various submissions. The volume presents the papers that have been accepted for the following workshops: Big Data Applications in Telecoms, BDAT 2015, Big Social Data, BSD…
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- -
- ISBN/ISSN
- 978-3-319-28121-6
- Collation
- XII, 171
- Series Title
- -
- Call Number
- -
Machine Learning Projects for .NET Developers
Machine Learning Projects for .NET Developers shows you how to build smarter .NET applications that learn from data, using simple algorithms and techniques that can be applied to a wide range of real-world problems. You’ll code each project in the familiar setting of Visual Studio, while the machine learning logic uses F#, a language ideally suited to machine learning applications in .NET. If…
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- ISBN/ISSN
- 978-1-4302-6766-9
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- -
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- Call Number
- -
https://link.springer.com/10.1007/978-3-662-47926-
The Harmony Search Algorithm (HSA) is one of the most well-known techniques in the field of soft computing, an important paradigm in the science and engineering community. This volume, the proceedings of the 2nd International Conference on Harmony Search Algorithm 2015 (ICHSA 2015), brings together contributions describing the latest developments in the field of soft computing with a special f…
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- -
- ISBN/ISSN
- 978-3-662-47925-4
- Collation
- XI, 470
- Series Title
- -
- Call Number
- 004 HAN
Virtual Realities International Dagstuhl Seminar, Dagstuhl Castle, Germany, …
Virtual reality (VR) is a multidisciplinary area of research aimed at interactive human–computer-mediated simulations of artificial environments. An important aspect of VR-based systems is the stimulation of the human senses – usually sight, sound, and touch – in such a way that a user feels a sense of presence in the virtual environment. Sometimes it is important to combine real and virt…
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- -
- ISBN/ISSN
- 978-3-319-17043-5
- Collation
- VIII, 261
- Series Title
- -
- Call Number
- -
Handbook of Genetic Programming Applications
This contributed volume, written by leading international researchers, reviews the latest developments of genetic programming (GP) and its key applications in solving current real world problems, such as energy conversion and management, financial analysis, engineering modeling and design, and software engineering, to name a few. Inspired by natural evolution, the use of GP has expanded signifi…
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- -
- ISBN/ISSN
- 978-3-319-20882-4
- Collation
- XI, 593
- Series Title
- -
- Call Number
- 004 HAN
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