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MCS
2004
Springer
15 years 8 months ago
Learn++.MT: A New Approach to Incremental Learning
An ensemble of classifiers based algorithm, Learn++, was recently introduced that is capable of incrementally learning new information from datasets that consecutively become avail...
Michael Muhlbaier, Apostolos Topalis, Robi Polikar
IPPS
2002
IEEE
15 years 8 months ago
Parallel Incremental 2D-Discretization on Dynamic Datasets
Most current work in data mining assumes that the database is static, and a database update requires rediscovering all the patterns by scanning the entire old and new database. Su...
Srinivasan Parthasarathy, Arun Ramakrishnan
IJCAI
2007
15 years 4 months ago
Exploiting Independence in a Decentralised and Incremental Approach of Diagnosis
It is now well-known that the size of the model is the bottleneck when using model-based approaches to diagnose complex systems. To answer this problem, decentralized/distributed ...
Marie-Odile Cordier, Alban Grastien
ACL
2006
15 years 4 months ago
Simultaneous English-Japanese Spoken Language Translation Based on Incremental Dependency Parsing and Transfer
This paper proposes a method for incrementally translating English spoken language into Japanese. To realize simultaneous translation between languages with different word order, ...
Koichiro Ryu, Shigeki Matsubara, Yasuyoshi Inagaki
WICSA
2001
15 years 4 months ago
Focus: A Light-Weight, Incremental Approach to Software Architecture Recovery and Evolution
During the past decade, object-orientation (OO) has become the dominant software development methodology, accompanied by a number of modeling notations, programming languages, and...
Lei Ding, Nenad Medvidovic