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IEEESCC
2007
IEEE
14 years 3 months ago
Intelligent Document Gateway - A Ser vice System Analysis
In today’s fast paced world, it is necessary to process business documents expediently, accurately, and diligently. In other words, processing has to be fast, errors must be pre...
Vikas Krishna, John Bailey, Ana Lelescu
IEEESCC
2007
IEEE
14 years 3 months ago
Business-Activity Driven Search: Addressing the Information Needs of Services Professionals
Services business generates significant amount of human and machine created data. Search and discovery of relevant information from this data is a critical factor in enhancing wor...
Nithya Rajamani, Murthy V. Devarakonda, Yu Deng, W...
IJCNN
2007
IEEE
14 years 3 months ago
Transfer Learning in Decision Trees
— Most research in machine learning focuses on scenarios in which a learner faces a single learning task, independently of other learning tasks or prior knowledge. In reality, ho...
Jun Won Lee, Christophe G. Giraud-Carrier
IJCNN
2007
IEEE
14 years 3 months ago
Dynamic Pooling for the Combination of Forecasts generated using Multi Level Learning
— In this paper we provide experimental results and extensions to our previous theoretical findings concerning the combination of forecasts that have been diversified by three ...
Silvia Riedel, Bogdan Gabrys
IJCNN
2007
IEEE
14 years 3 months ago
Branching Principal Components: Elastic Graphs, Topological Grammars and Metro Maps
— To approximate complex data, we propose new type of low-dimensional “principal object”: principal cubic complex. This complex is a generalization of linear and nonlinear pr...
Alexander N. Gorban, Neil R. Sumner, Andrei Yu. Zi...
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