Download Advances In Data Mining: Applications in Image Mining, by Petra P. (ed.) PDF

By Petra P. (ed.)

This e-book constitutes the completely refereed post-proceedings of the 4th commercial convention on facts Mining, ICDM 2004, held in Leipzig, Germany on July 2004.The convention was once fascinated by complicated information mining purposes in snapshot mining, medication and bioinformatics, administration and environmental keep an eye on, and telecommunications. The 18 revised complete papers offered have been rigorously chosen in the course of rounds of reviewing and development. The papers are equipped in topical sections on case-based reasoning, photo mining, functions in approach keep watch over and assurance, clustering and organization ideas, telecomunications, and drugs and biotechnology.

Show description

Read or Download Advances In Data Mining: Applications in Image Mining, Medicine and Biotechnology, Management and Environmental Control, and Telecommunications PDF

Similar data mining books

Data Mining for Systems Biology: Methods and Protocols (Methods in Molecular Biology)

The post-genomic revolution is witnessing the iteration of petabytes of knowledge every year, with deep implications ranging throughout evolutionary idea, developmental biology, agriculture, and disorder techniques. facts Mining for structures Biology: tools and Protocols, surveys and demonstrates the technology and know-how of changing an exceptional info deluge to new wisdom and organic perception.

The Foundations of Statistics: A Simulation-based Approach

Records and speculation trying out are in many instances utilized in components (such as linguistics) which are frequently no longer mathematically extensive. In such fields, whilst confronted with experimental information, many scholars and researchers are likely to depend on advertisement applications to hold out statistical facts research, frequently with no realizing the common sense of the statistical assessments they depend on.

Biometric System and Data Analysis: Design, Evaluation, and Data Mining

Biometric procedure and information research: layout, overview, and information Mining brings jointly facets of facts and desktop studying to supply a accomplished consultant to judge, interpret and comprehend biometric info. This expert e-book certainly ends up in issues together with facts mining and prediction, commonly utilized to different fields yet no longer conscientiously to biometrics.

Seeing Cities Through Big Data: Research, Methods and Applications in Urban Informatics

This e-book introduces the newest considering at the use of massive info within the context of city platforms, together with learn and insights on human habit, city dynamics, source use, sustainability and spatial disparities, the place it provides more advantageous making plans, administration and governance within the city sectors (e.

Additional info for Advances In Data Mining: Applications in Image Mining, Medicine and Biotechnology, Management and Environmental Control, and Telecommunications

Sample text

Freedman J. and Tukey J. (1974) A Projection Pursuit Algorithm for Exploratory Data Analysis. IEEE Transaction on Computers, (23): 881-890, 1974. 5. Fyfe C. and Corchado J. M. (2001) Automating the construction of CBR Systems using Kernel Methods. International Journal of Intelligent Systems. Vol 16, No. 4, April. 6. , and Corchado E. S. (2002) Maximum Likelihood Hebbian Rules. European Symposium on Artificial Neural Networks. 2002. 7. , Lavender S. and Smyth T. (2002) Observations of pCO2 in the coastal upwelling off Chile: Sapatial and temporal extrapolation using satellite data.

Wiley, New York, 2001. 2. K. , San Diego, 1990. 3. J. L. Kolodner: Case-based Reasoning, Morgan Kaufmann, San Mateo, CA 1993. 4. P. Perner, Data Mining on Multimedia Data, Springer, Berlin 2002 5. R. A. Johnson, D. W. , Englewood Cliffs, New York, 1991 6. L. Bobrowski, M. Topczewska: “Tuning of diagnosis support rules through visualizing data transformations”, pp. 15-23 in Medical Data Analysis, P. , Springer-Verlag Berlin , Heidelberg 2003 7. L. Bobrowski, H. Wasyluk, Diagnosis supporting rules of the Hepar system, pp.

The final constructed tool constitutes the first system developed for calculating the carbon dioxide budget in situ and from satellite images. The IBR system incorporates a novel clustering technique capable of indexing huge instance-bases in an unsupervised way and of successfully retrieving instances with a similar structure, which is vital for constructing a model with a radial basis function neural network. The Cooperative Maximum Likelihood Hebbian Learning Model has probed its retrieval ability and the radial basis function its modelling capability.

Download PDF sample

Rated 4.10 of 5 – based on 26 votes