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KDD
2005
ACM
149views Data Mining» more  KDD 2005»
14 years 3 months ago
A distributed learning framework for heterogeneous data sources
We present a probabilistic model-based framework for distributed learning that takes into account privacy restrictions and is applicable to scenarios where the different sites ha...
Srujana Merugu, Joydeep Ghosh
KDD
2005
ACM
103views Data Mining» more  KDD 2005»
14 years 3 months ago
Key semantics extraction by dependency tree mining
We propose a new text mining system which extracts characteristic contents from given documents. We define Key semantics as characteristic sub-structures of syntactic dependencie...
Satoshi Morinaga, Hiroki Arimura, Takahiro Ikeda, ...
VLDB
2005
ACM
180views Database» more  VLDB 2005»
14 years 3 months ago
Cache-conscious Frequent Pattern Mining on a Modern Processor
In this paper, we examine the performance of frequent pattern mining algorithms on a modern processor. A detailed performance study reveals that even the best frequent pattern min...
Amol Ghoting, Gregory Buehrer, Srinivasan Parthasa...
IUI
2004
ACM
14 years 3 months ago
An intelligent assistant for interactive workflow composition
Complex applications in many areas, including scientific computations and business-related web services, are created from collections of components to form workflows. In many case...
Jihie Kim, Marc Spraragen, Yolanda Gil
JCDL
2004
ACM
170views Education» more  JCDL 2004»
14 years 3 months ago
Looking for new, not known music only: music retrieval by melody style
With the growth of digital music, content-based music retrieval (CBMR) has attracted increasingly attention. For most CBMR systems, the task is to return music objects similar to ...
Fang-Fei Kuo, Man-Kwan Shan