These are the proceedings of the tenth event of the Industrial Conference on Data Mining ICDM held in Berlin (***). For this edition the Program Committee received 175 submissions. After the pe- review process, we acc...
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ISBN:
(数字)9783642144004
ISBN:
(纸本)9783642143991
These are the proceedings of the tenth event of the Industrial Conference on Data Mining ICDM held in Berlin (***). For this edition the Program Committee received 175 submissions. After the pe- review process, we accepted 49 high-quality papers for oral presentation that are included in this book. The topics range from theoretical aspects of data mining to app- cations of data mining such as on multimedia data, in marketing, finance and telec- munication, in medicine and agriculture, and in process control, industry and society. Extended versions of selected papers will appear in the international journal Trans- tions on Machine Learning and Data Mining (***/journal/mldm). Ten papers were selected for poster presentations and are published in the ICDM Poster Proceeding Volume by ibai-publishing (***). In conjunction with ICDM four workshops were held on special hot applicati- oriented topics in data mining: Data Mining in Marketing DMM, Data Mining in LifeScience DMLS, the Workshop on Case-Based Reasoning for Multimedia Data CBR-MD, and the Workshop on Data Mining in Agriculture DMA. The Workshop on Data Mining in Agriculture ran for the first time this year. All workshop papers will be published in the workshop proceedings by ibai-publishing (***). Selected papers of CBR-MD will be published in a special issue of the international journal Transactions on Case-Based Reasoning (***/journal/cbr).
Advancements in digital sensor technology, digital image analysis techniques, as well as computer software and hardware have brought together the fields of computervision and photogrammetry, which are now converging ...
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ISBN:
(数字)9783034889063
ISBN:
(纸本)9783764357887;9783034898225
Advancements in digital sensor technology, digital image analysis techniques, as well as computer software and hardware have brought together the fields of computervision and photogrammetry, which are now converging towards sharing, to a great extent, objectives and algorithms. The potential for mutual benefits by the close collaboration and interaction of these two disciplines is great, as photogrammetric know-how can be aided by the most recent image analysis developments in computervision, while modern quantitative photogrammetric approaches can support computervision activities. Devising methodologies for automating the extraction of man-made objects (e.g. buildings, roads) from digital aerial or satellite imagery is an application where this cooperation and mutual support is already reaping benefits. The valuable spatial information collected using these interdisciplinary techniques is of improved qualitative and quantitative accuracy. This book offers a comprehensive selection of high-quality and in-depth contributions from world-wide leading research institutions, treating theoretical as well as implementational issues, and representing the state-of-the-art on this subject among the photogrammetric and computervision communities.
This book constitutes the proceedings of the 8th International Conference on Intelligence Science and Big Data;Engineering, IScIDE 2018, held in Lanzhou, China, in August 2018.;The 59 full papers presented in th...
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ISBN:
(数字)9783030026981
ISBN:
(纸本)9783030026974
This book constitutes the proceedings of the 8th International Conference on Intelligence Science and Big Data;Engineering, IScIDE 2018, held in Lanzhou, China, in August 2018.;The 59 full papers presented in this book were carefully reviewed and selected from 121 submissions.;They are grouped in topical sections on robots and intelligent systems; statistics and learning; deep learning; objects and language; classification and clustering; imaging; and biomedical signal processing.
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