#### Filter Results:

- Full text PDF available (42)

#### Publication Year

1963

2015

- This year (0)
- Last 5 years (3)
- Last 10 years (17)

#### Publication Type

#### Co-author

#### Journals and Conferences

#### Key Phrases

Learn More

- Jorma Rissanen
- Automatica
- 1978

- Jorma Rissanen
- World Scientific Series in Computer Science
- 1998

- Jorma Rissanen
- IEEE Trans. Information Theory
- 1996

- Andrew R. Barron, Jorma Rissanen, Bin Yu
- IEEE Trans. Information Theory
- 1998

We review the principles of Minimum Description Length and Stochastic Complexity as used in data compression and statistical modeling. Stochastic complexity is formulated as the solution to optimum universal coding problems extending Shannon’s basic source coding theorem. The normalized maximized likelihood, mixture, and predictive codings are each shown to… (More)

- Jorma Rissanen
- IEEE Trans. Information Theory
- 1984

A connection between universal codes and the problems of prediction and statistical estimation is established. A‘known lower bound for the mean length of universal codes is sharpened and generalized, and optimum universal codes constructed. The bound is defined to give the information in strings relative to the considered class of processes. The earlier… (More)

- Manish Mehta, Rakesh Agrawal, Jorma Rissanen
- EDBT
- 1996

Classification is an important problem in the emerging field of data mining. Although classification has been studied extensively in the past, most of the classification algorithms are designed only for memory-resident data, thus limiting their suitability for data mining large data sets. This paper discusses issues in building a scalable classifier and… (More)

- Jorma Rissanen
- IEEE Trans. Information Theory
- 1983

Trans. Inform. Theory, vol. IT-23, pp. 343-353, May 1977. [4] H. H. Tan, “Tree encoding of discrete-time abstract-alphabet stationary block-ergodic sources with a fidelity criterion,” IEEE Trans. Inform. Theory, vol. IT-22, pp. 671-681, Nov. 1976. [5] R. M. Gray, D. L. Net&off, and J. K. Omura, “Process definition of distortion-rate functions and source… (More)

- Jorma Rissanen
- Scholarpedia
- 2008

- Peter D. Grünwald, Jae Myung, +5 authors Petri Kontkanen
- 2003

All rights reserved. No part of this book may be reproduced in any form by any electronic or mechanical means (including photocopying, recording, or information storage and retrieval) without permission in writing from the publisher.

- Jorma Rissanen
- IEEE Trans. Information Theory
- 2000

The so-called denoising problem, relative to normal models for noise, is formalized such that`noise' is deened as the incompressible part in the data while the compressible part deenes the meaningful information bearing signal. Such a decomposition is eeected by minimization of the ideal code length, called for by the Minimum Description Length (MDL)… (More)