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IASSE
2004
15 years 1 months ago
A Model for Multi-relational Data Mining on Demand Forecasting
Accurate demand forecasting remains difficult and challenging in today's competitive and dynamic business environment, but even a little improvement in demand prediction may ...
Qin Ding, Bhavin Parikh
ICSE
2001
IEEE-ACM
15 years 4 months ago
Designing Components Versus Objects: A Transformational Approach
A good object-oriented design does not necessarily make a good component-based design, and vice versa. What design principles do components introduce? This paper examines componen...
David H. Lorenz, John M. Vlissides
PKDD
2010
Springer
184views Data Mining» more  PKDD 2010»
14 years 10 months ago
Shift-Invariant Grouped Multi-task Learning for Gaussian Processes
Multi-task learning leverages shared information among data sets to improve the learning performance of individual tasks. The paper applies this framework for data where each task ...
Yuyang Wang, Roni Khardon, Pavlos Protopapas
CIVR
2004
Springer
157views Image Analysis» more  CIVR 2004»
15 years 5 months ago
ICBR - Multimedia Management System for Intelligent Content Based Retrieval
This paper presents a system designed for the management of multimedia databases that embarks upon the problem of efficient media processing and representation for automatic semant...
Janko Calic, Neill W. Campbell, Majid Mirmehdi, Ba...
KDD
1998
ACM
140views Data Mining» more  KDD 1998»
15 years 4 months ago
Active Templates: Comprehensive Support for the Knowledge Discovery Process
The goal of Active Template research is to create a single, unified environment that a data analyst can use to carry out a knowledge discovery project, and to deliver the resultin...
Randy Kerber, Hal Beck, Tej Anand, Bill Smart