Ingo Mierswa, Katharina Morik  Home/Search
Context
Related
| ai.informatik.uni...swa_morik_2005b.ps Cached: PS.gz PS PDF This document uses CoBlitz to cache paper downloads. If your firewall is blocking outgoing connections to port 3125, you can use these links to download local copies.
Image Update HelpPS.gz PS PDF From: ai.informatik.unidor...DOKUMENTE (more) (Enter author homepages) |
Rate this article:      (best)Comment on this article |
Abstract: In this paper we introduce a framework for automatic feature extraction from very large series. The extracted features build a new representation which is better suitable for a given learning task. The development of appropriate feature extraction methods is a tedious e#ort, particularly because every new classification task requires tailoring the feature set anew. Therefore, the simple building blocks defined in our framework can be combined to complex feature extraction methods. We employ a... (Update)
Active bibliography (related documents): More All
1.9: Method Trees: Building Blocks for Self-Organizable.. - Mierswa, Morik (2005) (Correct)
0.5: A Benchmark Dataset for Audio Classification and.. - Homburg, Mierswa.. (2005) (Correct)
0.3: Learning Feature Extraction for Learning from - Audio Data Ingo (Correct)
System load high. Please wait...
Timeout. Please try your query later.
Similar documents based on text:
5.0: Unknown - (Correct)
BibTeX entry: (Update)
@misc{ mierswa-method,
author = "Ingo Mierswa and Katharina Morik",
title = "Method Trees: Building Blocks for Self-Organizable Representations of Value
Series - How to Evolve Representations for Classifying Audio Data",
url = "citeseer.ist.psu.edu/mierswa05method.html" }
Citations (may not include all citations):1053 Genetic Programming: On the programming of Computers by Mean.. (context) - Koza - 1992
193 Detecting strange attractors in turbulence (context) - Takens - 1980
104 Digital Coding of Waveforms: Principles and Applications to .. (context) - Jayant, Noll - 1984
78 An enhanced representation of time series which allows fast .. - Keogh, Pazzani - 1998
78 An enhanced representation of time series which allows fast .. - Keogh, Smyth - 1997
71 Query by Humming: Musical Information Retrieval in an Audio .. - Ghias, Logan et al. - 1995
68 Evolutionary computation: Comments on the history and curren.. (context) - Back, Hammel et al. - 1997
64 An algorithm for the machine computation of the complex Four.. (context) - Cooley, Tukey - 1965
57 Optimizing search engines using clickthrough data - Joachims - 2002
42 Learning to Classify Text using Support Vector Machines (context) - Joachims - 2002
27 Yale: Yet Another Learning Environment -- Tutorial (context) - Fischer, Klinkenberg et al. - 2002
27 Automatic musical genre classification of audio signals - Tzanetakis, Essl et al. - 2001
25 Audio Feature Extraction and Analysis for Scene Segmentation.. - Liu, Wang et al. - 1998
16 Content-Based Audio Classification and Retrieval by Support .. - Guo, Li - 2003
15 Content-based Classification and Retrieval of Audio - Zhang, Kuo - 1998
14 Full-text indexing of very-large audio data bases - Kurth, Clausen - 2001
14 Analysis and Retrieval Systems for Audio Signals (context) - Tzanetakis - 2002
12 Lehrstuhl Informatik VIII (context) - Ruping, Universitat - 2000
11 Automatic feature extraction for classifying audio data - Mierswa, Morik - 2005
4 cient index structure for string databases (context) - Kahveci, Singh - 2001
2 cient retrieval of similar time series under time warping (context) - Yi, Jagadish et al. - 1998
2 Technical Report Reihe CI (context) - Droste, Jansen et al. - 1998
Documents on the same site (http://www-ai.informatik.uni-dortmund.de/DOKUMENTE): More
Efficient Kernel Calculation for Multirelational Data - Rüping (2002) (Correct)
Domain Knowledge and Data Mining Process Decisions - Knobbe, Schipper, Brockhausen (2000) (Correct)
Text Categorization with Support Vector Machines: Learning with.. - Joachims (1998) (Correct)
Online articles have much greater impact More about CiteSeer.IST Add search form to your site Submit documents Feedback
CiteSeer.IST - Copyright Penn State and NEC