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Classification in the Wild
  • Language: en
  • Pages: 208

Classification in the Wild

  • Type: Book
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  • Published: 2021-02-02
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  • Publisher: MIT Press

Rules for building formal models that use fast-and-frugal heuristics, extending the psychological study of classification to the real world of uncertainty. This book focuses on classification--allocating objects into categories--"in the wild," in real-world situations and far from the certainty of the lab. In the wild, unlike in typical psychological experiments, the future is not knowable and uncertainty cannot be meaningfully reduced to probability. Connecting the science of heuristics with machine learning, the book shows how to create formal models using classification rules that are simple, fast, and transparent and that can be as accurate as mathematically sophisticated algorithms developed for machine learning.

Transportation Research Record
  • Language: en
  • Pages: 730

Transportation Research Record

  • Type: Book
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  • Published: 2002
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  • Publisher: Unknown

"For more than 50 years, the Transportation Research Record has been internationally recognized as one of the preeminent peer-reviewed journals for transportation research papers from authors in the United States and from around the world. One of the most cited transportation journals, the TRR offers unparalleled depth and breadth in the coverage of transportation topics from both academic and practitioner perspectives. All modes of passenger and freight transportation are addressed in papers covering a wide array of disciplines, including policy, planning, administration, economics and financing, operations, construction, design, maintenance, safety, and more."--Publisher's website

In-vehicle Display Icons and Other Information Elements: Volume 1: Final In-vehicle Symbol Guidelines
  • Language: en
  • Pages: 256

In-vehicle Display Icons and Other Information Elements: Volume 1: Final In-vehicle Symbol Guidelines

  • Type: Book
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  • Published: 2004
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  • Publisher: Unknown

* Write preliminary, as well as empirically based, final guidelines.

Abstraction, Reformulation and Approximation
  • Language: en
  • Pages: 387

Abstraction, Reformulation and Approximation

  • Type: Book
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  • Published: 2005-08-25
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  • Publisher: Springer

This volume contains the proceedings of the 6th Symposium on Abstraction, Reformulation and Approximation (SARA 2005). The symposium was held at Airth Castle, Scotland, UK, from July 26th to 29th, 2005, just prior to the IJCAI 2005 conference in Edinburgh.

18th Innovative Applications of Artificial Intelligence Conference
  • Language: en
  • Pages: 1058
Proceedings
  • Language: en
  • Pages: 538

Proceedings

  • Type: Book
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  • Published: 2005
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  • Publisher: Unknown

Also available in 4 volume print edition.

Proceedings of the Twenty-second AAAI Conference on Artificial Intelligence
  • Language: en
  • Pages: 1016

Proceedings of the Twenty-second AAAI Conference on Artificial Intelligence

  • Type: Book
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  • Published: 2007
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  • Publisher: Unknown

None

Machine Learning and Knowledge Discovery in Databases
  • Language: en
  • Pages: 780

Machine Learning and Knowledge Discovery in Databases

This book constitutes the refereed proceedings of the joint conference on Machine Learning and Knowledge Discovery in Databases: ECML PKDD 2009, held in Bled, Slovenia, in September 2009. The 106 papers presented in two volumes, together with 5 invited talks, were carefully reviewed and selected from 422 paper submissions. In addition to the regular papers the volume contains 14 abstracts of papers appearing in full version in the Machine Learning Journal and the Knowledge Discovery and Databases Journal of Springer. The conference intends to provide an international forum for the discussion of the latest high quality research results in all areas related to machine learning and knowledge discovery in databases. The topics addressed are application of machine learning and data mining methods to real-world problems, particularly exploratory research that describes novel learning and mining tasks and applications requiring non-standard techniques.

Privacy-Aware Knowledge Discovery
  • Language: en
  • Pages: 527

Privacy-Aware Knowledge Discovery

  • Type: Book
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  • Published: 2010-12-02
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  • Publisher: CRC Press

Covering research at the frontier of this field, Privacy-Aware Knowledge Discovery: Novel Applications and New Techniques presents state-of-the-art privacy-preserving data mining techniques for application domains, such as medicine and social networks, that face the increasing heterogeneity and complexity of new forms of data. Renowned authorities