Uncertainty In Artificial Intelligence 4 PDF Download
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Author | : T.S. Levitt |
Publisher | : Elsevier |
Total Pages | : 435 |
Release | : 2014-06-28 |
Genre | : Computers |
ISBN | : 1483296547 |
Download Uncertainty in Artificial Intelligence 4 Book in PDF, ePub and Kindle
Clearly illustrated in this volume is the current relationship between Uncertainty and AI.It has been said that research in AI revolves around five basic questions asked relative to some particular domain: What knowledge is required? How can this knowledge be acquired? How can it be represented in a system? How should this knowledge be manipulated in order to provide intelligent behavior? How can the behavior be explained? In this volume, all of these questions are addressed. From the perspective of the relationship of uncertainty to the basic questions of AI, the book divides naturally into four sections which highlight both the strengths and weaknesses of the current state of the relationship between Uncertainty and AI.
Author | : Deyi Li |
Publisher | : CRC Press |
Total Pages | : 290 |
Release | : 2017-05-18 |
Genre | : Mathematics |
ISBN | : 1498776272 |
Download Artificial Intelligence with Uncertainty Book in PDF, ePub and Kindle
This book develops a framework that shows how uncertainty in Artificial Intelligence (AI) expands and generalizes traditional AI. It explores the uncertainties of knowledge and intelligence. The authors focus on the importance of natural language – the carrier of knowledge and intelligence, and introduce efficient physical methods for data mining amd control. In this new edition, we have more in-depth description of the models and methods, of which the mathematical properties are proved strictly which make these theories and methods more complete. The authors also highlight their latest research results.
Author | : Khalid Saeed |
Publisher | : Springer |
Total Pages | : 541 |
Release | : 2013-09-20 |
Genre | : Computers |
ISBN | : 3642409253 |
Download Computer Information Systems and Industrial Management Book in PDF, ePub and Kindle
This book constitutes the proceedings of the 12th IFIP TC 8 International Conference, CISIM 2013, held in Cracow, Poland, in September 2013. The 44 papers presented in this volume were carefully reviewed and selected from over 60 submissions. They are organized in topical sections on biometric and biomedical applications; pattern recognition and image processing; various aspects of computer security, networking, algorithms, and industrial applications. The book also contains full papers of a keynote speech and the invited talk.
Author | : Hayit Greenspan |
Publisher | : Springer Nature |
Total Pages | : 192 |
Release | : 2019-10-10 |
Genre | : Computers |
ISBN | : 3030326896 |
Download Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and Clinical Image-Based Procedures Book in PDF, ePub and Kindle
This book constitutes the refereed proceedings of the First International Workshop on Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, UNSURE 2019, and the 8th International Workshop on Clinical Image-Based Procedures, CLIP 2019, held in conjunction with MICCAI 2019, in Shenzhen, China, in October 2019. For UNSURE 2019, 8 papers from 15 submissions were accepted for publication. They focus on developing awareness and encouraging research in the field of uncertainty modelling to enable safe implementation of machine learning tools in the clinical world. CLIP 2019 accepted 11 papers from the 15 submissions received. The workshops provides a forum for work centred on specific clinical applications, including techniques and procedures based on comprehensive clinical image and other data.
Author | : Simon Parsons |
Publisher | : MIT Press |
Total Pages | : 534 |
Release | : 2001 |
Genre | : Computers |
ISBN | : 9780262161688 |
Download Qualitative Methods for Reasoning Under Uncertainty Book in PDF, ePub and Kindle
Using qualitative methods to deal with imperfect information.
Author | : MKP |
Publisher | : Elsevier |
Total Pages | : 625 |
Release | : 2014-06-28 |
Genre | : Computers |
ISBN | : 1483298604 |
Download Uncertainty in Artificial Intelligence Book in PDF, ePub and Kindle
Uncertainty Proceedings 1994
Author | : Audun Jøsang |
Publisher | : Springer |
Total Pages | : 355 |
Release | : 2016-10-27 |
Genre | : Computers |
ISBN | : 3319423371 |
Download Subjective Logic Book in PDF, ePub and Kindle
This is the first comprehensive treatment of subjective logic and all its operations. The author developed the approach, and in this book he first explains subjective opinions, opinion representation, and decision-making under vagueness and uncertainty, and he then offers a full definition of subjective logic, harmonising the key notations and formalisms, concluding with chapters on trust networks and subjective Bayesian networks, which when combined form general subjective networks. The author shows how real-world situations can be realistically modelled with regard to how situations are perceived, with conclusions that more correctly reflect the ignorance and uncertainties that result from partially uncertain input arguments. The book will help researchers and practitioners to advance, improve and apply subjective logic to build powerful artificial reasoning models and tools for solving real-world problems. A good grounding in discrete mathematics is a prerequisite.
Author | : Didier J. Dubois |
Publisher | : Morgan Kaufmann |
Total Pages | : 379 |
Release | : 2014-05-12 |
Genre | : Computers |
ISBN | : 1483282872 |
Download Uncertainty in Artificial Intelligence Book in PDF, ePub and Kindle
Uncertainty in Artificial Intelligence: Proceedings of the Eighth Conference (1992) covers the papers presented at the Eighth Conference on Uncertainty in Artificial Intelligence, held at Stanford University on July 17-19, 1992. The book focuses on the processes, methodologies, technologies, and approaches involved in artificial intelligence. The selection first offers information on Relative Evidential Support (RES), modal logics for qualitative possibility and beliefs, and optimizing causal orderings for generating DAGs from data. Discussions focus on reversal, swap, and unclique operators, modal representation of possibility, and beliefs and conditionals. The text then examines structural controllability and observability in influence diagrams, lattice-based graded logic, and dynamic network models for forecasting. The manuscript takes a look at reformulating inference problems through selective conditioning, entropy and belief networks, parallelizing probabilistic inference, and a symbolic approach to reasoning with linguistic quantifiers. The text also ponders on sidestepping the triangulation problem in Bayesian net computations; exploring localization in Bayesian networks for large expert systems; and expressing relational and temporal knowledge in visual probabilistic networks. The selection is a valuable reference for researchers interested in artificial intelligence.
Author | : Stuart Russell |
Publisher | : Createspace Independent Publishing Platform |
Total Pages | : 626 |
Release | : 2016-09-10 |
Genre | : |
ISBN | : 9781537600314 |
Download Artificial Intelligence Book in PDF, ePub and Kindle
Artificial Intelligence: A Modern Approach offers the most comprehensive, up-to-date introduction to the theory and practice of artificial intelligence. Number one in its field, this textbook is ideal for one or two-semester, undergraduate or graduate-level courses in Artificial Intelligence.
Author | : Fabio Cuzzolin |
Publisher | : Springer Nature |
Total Pages | : 133 |
Release | : |
Genre | : |
ISBN | : 3031579631 |
Download Epistemic Uncertainty in Artificial Intelligence Book in PDF, ePub and Kindle