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Machine Learning Techniques for Multimedia
  • Language: en
  • Pages: 297

Machine Learning Techniques for Multimedia

Processing multimedia content has emerged as a key area for the application of machine learning techniques, where the objectives are to provide insight into the domain from which the data is drawn, and to organize that data and improve the performance of the processes manipulating it. Arising from the EU MUSCLE network, this multidisciplinary book provides a comprehensive coverage of the most important machine learning techniques used and their application in this domain.

Introduction to Audio Analysis
  • Language: en
  • Pages: 283

Introduction to Audio Analysis

Introduction to Audio Analysis serves as a standalone introduction to audio analysis, providing theoretical background to many state-of-the-art techniques. It covers the essential theory necessary to develop audio engineering applications, but also uses programming techniques, notably MATLAB®, to take a more applied approach to the topic. Basic theory and reproducible experiments are combined to demonstrate theoretical concepts from a practical point of view and provide a solid foundation in the field of audio analysis. Audio feature extraction, audio classification, audio segmentation, and music information retrieval are all addressed in detail, along with material on basic audio processin...

Multimodal Processing and Interaction
  • Language: en
  • Pages: 380

Multimodal Processing and Interaction

This volume presents high quality, state-of-the-art research ideas and results from theoretic, algorithmic and application viewpoints. It contains contributions by leading experts in the obsequious scientific and technological field of multimedia. The book specifically focuses on interaction with multimedia content with special emphasis on multimodal interfaces for accessing multimedia information. The book is designed for a professional audience composed of practitioners and researchers in industry. It is also suitable for advanced-level students in computer science.

Databases and Information Systems
  • Language: en
  • Pages: 320

Databases and Information Systems

  • Type: Book
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  • Published: 2005
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  • Publisher: IOS Press

Modern databases and information systems essentially differ from their predecessors. Ontology-based and knowledge-based approaches to system development, UML based IS development methodologies, XML databases and heterogeneous information models have come to the fore. All these fundamental aspects are discussed in this book. This publication contains a collection of 22 high quality papers written by 44 authors. These articles present original results in modern database technologies, database applications, data warehousing, data mining, ontologies, and modern information systems. Special emphasis is put on multimedia database systems, heterogeneous data integration methods, view optimizations, ontology engineering tools, modeling and model transformations (MDA). Theoretical aspects as well as technical development issues are considered. The intended audience for this book is researchers, advanced students and practitioners who are interested in advanced topics on databases and information systems.

Computational Intelligence in Multimedia Processing: Recent Advances
  • Language: en
  • Pages: 538

Computational Intelligence in Multimedia Processing: Recent Advances

In recent decades Multimedia processing has emerged as an important technology to generate content based on images, video, audio, graphics, and text. This book is a compilation of the latest trends and developments in the field of computational intelligence in multimedia processing. The edited book presents a large number of interesting applications to intelligent multimedia processing of various Computational Intelligence techniques including neural networks and fuzzy logic.

The Design Collective
  • Language: en
  • Pages: 285

The Design Collective

The rise of social networking and open-source technology, the return of community-focussed activities (e.g. gardens, knitting groups, food cooperatives) and creative collectives across the fields of design and the visual arts have reawakened the discourse around human capital, flat structures and collectives as a means for ‘making’ the things of everyday life. As the essays presented in this collection illustrate, there is an emerging field of discourse about the potential of the collective as an organising and generative community structure that links creativity, social change and politics. Furthermore it is clear that in this developing context there are a number of issues central to d...

Web Archiving
  • Language: en
  • Pages: 234

Web Archiving

This book assembles contributions from computer scientists and librarians that altogether encompass the complete range of tools, tasks and processes needed to successfully preserve the cultural heritage of the Web. It combines the librarian’s application knowledge with the computer scientist’s implementation knowledge, and serves as a standard introduction for everyone involved in keeping alive the immense amount of online information.

Multidisciplinary Information Retrieval
  • Language: en
  • Pages: 161

Multidisciplinary Information Retrieval

  • Type: Book
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  • Published: 2012-06-21
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  • Publisher: Springer

This book constitutes the proceedings of the 5th International Information Retrieval Facility Conference, IRFC 2012, held in Vienna, Austria, July 2-3, 2012. The 12 papers presented were carefully reviewed and selected from 17 high-quality submissions. IRF conferences wish to bring young researchers into contact with industry at an early stage. This fifth conference aimed to tackle four complementary research areas: information retrieval, machine translations for search solutions, and interactive information access. The papers are organized into topical sections on patent search, Web search, applications, and query formulation and analysis.

Data Warehousing and Knowledge Discovery
  • Language: en
  • Pages: 672

Data Warehousing and Knowledge Discovery

This book constitutes the refereed proceedings of the 6th International Conference on Data Warehousing and Knowledge Discovery, DaWaK 2004, held in Zaragoza, Spain, in September 2004. The 40 revised full papers presented were carefully reviewed and selected from over 100 submissions. The papers are organized in topical sections on data warehouse design; knowledge discovery framework and XML data mining, data cubes and queries; multidimensional schema and data aggregation; inductive databases and temporal rules; industrial applications; data clustering; data visualization and exploration; data classification, extraction, and interpretation; data semantics, association rule mining; event sequence mining; and pattern mining.

Advances in Information Retrieval
  • Language: en
  • Pages: 1553

Advances in Information Retrieval

This book constitutes the refereed proceedings of the 29th annual European Conference on Information Retrieval Research, ECIR 2007, held in Rome, Italy in April 2007. The papers are organized in topical sections on theory and design, efficiency, peer-to-peer networks, result merging, queries, relevance feedback, evaluation, classification and clustering, filtering, topic identification, expert finding, XML IR, Web IR, and multimedia IR.