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| Author | : Ryszard Kowalczyk |
| Publisher | : |
| Total Pages | : 380 |
| Release | : 2014-01-15 |
| Genre | : |
| ISBN | : 9783662164259 |
| Author | : Ryszard Kowalczyk |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 362 |
| Release | : 2001-10-02 |
| Genre | : Computers |
| ISBN | : 3540425977 |
This book constitutes the thoroughly refereed joint post-proceedings of four workshops held during the Pacific Rim International Conference on Artificial Intelligence, PRICAI 2000, held in Melbourne, Australia, in August/September 2000. The 32 revised full papers presented were carefully selected during two rounds of reviewing and revision. In accordance with the four workshops represented, the book is organized in topical sections on applications of artificial intelligence in industry, artificial intelligence in electronic commerce, intelligent information agents, and teamwork and adjustable autonomy in agents.
| Author | : Ryszard Kowalczyk |
| Publisher | : Springer |
| Total Pages | : 362 |
| Release | : 2003-06-29 |
| Genre | : Computers |
| ISBN | : 354045408X |
| Author | : Gustavo Carneiro |
| Publisher | : Elsevier |
| Total Pages | : 314 |
| Release | : 2024-03-01 |
| Genre | : Computers |
| ISBN | : 0443154422 |
Most of the modern machine learning models, based on deep learning techniques, depend on carefully curated and cleanly labelled training sets to be reliably trained and deployed. However, the expensive labelling process involved in the acquisition of such training sets limits the number and size of datasets available to build new models, slowing down progress in the field. Alternatively, many poorly curated training sets containing noisy labels are readily available to be used to build new models. However, the successful exploration of such noisy-label training sets depends on the development of algorithms and models that are robust to these noisy labels. Machine learning and Noisy Labels: Definitions, Theory, Techniques and Solutions defines different types of label noise, introduces the theory behind the problem, presents the main techniques that enable the effective use of noisy-label training sets, and explains the most accurate methods developed in the field. This book is an ideal introduction to machine learning with noisy labels suitable for senior undergraduates, post graduate students, researchers and practitioners using, and researching into, machine learning methods. Shows how to design and reproduce regression, classification and segmentation models using large-scale noisy-label training sets Gives an understanding of the theory of, and motivation for, noisy-label learning Shows how to classify noisy-label learning methods into a set of core techniques
| Author | : Marina De Vos |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 392 |
| Release | : 2011-05-26 |
| Genre | : Computers |
| ISBN | : 3642212670 |
This book constitutes the thoroughly reviewed joint postprocessings of two international workshops on Coordination, Organization, Institutions and Norms in Agent Systems, COIN@AAMAS 2010, held in Toronto, Canada in May 2010 and COIN@MALLOW 2010, held in Lyon, France in August 2010. The 20 revised full papers presented went through several rounds of reviewing and revision and were carefully selected for presentations. The papers are organized in topical sections on normative systems design and modeling; social aspects; and norms at runtime: learning and enforcing.
| Author | : Tareq Ahram, Waldemar Karwowski, Pepetto Di Bucchianico, Redha Taiar, Luca Casarotto and Pietro Costa |
| Publisher | : AHFE International |
| Total Pages | : 1411 |
| Release | : 2022-02-24 |
| Genre | : Technology & Engineering |
| ISBN | : 1792389884 |
Proceedings of the 5th International Conference on Intelligent Human Systems Integration (IHSI 2022): Integrating People and Intelligent Systems, February 22–24, 2022, Venice, Italy
| Author | : Pattinson, Hugh M. |
| Publisher | : IGI Global |
| Total Pages | : 332 |
| Release | : 2011-05-31 |
| Genre | : Education |
| ISBN | : 1605663956 |
"This book highlights new business products, services, strategies, and philosophies drawn from an emerging collaborative information platform and explores connections between the development of new e-business technologies with consumers, businesses, and links to social and political visions and strategies"--Provided by publisher.
| Author | : Arthur James Wells |
| Publisher | : |
| Total Pages | : 1896 |
| Release | : 2002 |
| Genre | : Bibliography, National |
| ISBN | : |
| Author | : |
| Publisher | : |
| Total Pages | : 1088 |
| Release | : 2004 |
| Genre | : Bibliographical literature |
| ISBN | : |
| Author | : Riichiro Mizoguchi |
| Publisher | : Springer |
| Total Pages | : 858 |
| Release | : 2007-12-07 |
| Genre | : Computers |
| ISBN | : 3540445331 |
PRICAI 2000, held in Melbourne, Australia, is the sixth Pacific Rim Interna tional Conference on Artificial Intelligence and is the successor to the five earlier PRICAIs held in Nagoya (Japan), Seoul (Korea), Beijing (China), Cairns (Aus tralia) and Singapore in the years 1990, 1992, 1994, 1996 and 1998 respectively. PRICAI is the leading conference in the Pacific Rim region for the presenta tion of research in Artificial Intelligence, including its applications to problems of social and economic importance. The objectives of PRICAI are: To provide a forum for the introduction and discussion of new research results, concepts and technologies; To provide practising engineers with exposure to and an evaluation of evolving research, tools and practices; To provide the research community with exposure to the problems of practical applications of AI; and To encourage the exchange of AI technologies and experience within the Pacific Rim countries. PRICAI 2000 is a memorial event in the sense that it is the last one in the 20"" century. It reflects what researchers in this region believe to be promising for their future AI research activities. In fact, some salient features can be seen in the papers accepted. We have 12 papers on agents, while PRICAI 96 and 98 had no more than two or three. This suggests to us one of the directions in which AI research is going in the next century. It is true that agent research provides us with a wide range of research subjects from basic ones to applications.
