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ICMLA
2009
13 years 3 months ago
Knowledge Transfer for Feature Generation in Document Classification
One important problem in machine learning is how to extract knowledge from prior experience, then transfer and apply this knowledge in new learning tasks. To address this problem, ...
Jian Zhang, Shobhit S. Shakya
JKM
2008
145views more  JKM 2008»
13 years 4 months ago
Knowledge management solutions for the leaving expert issue
Purpose
Josef Hofer-Alfeis
JKM
2007
213views more  JKM 2007»
13 years 5 months ago
A systems-based dynamic knowledge transfer capacity model
Purpose – The purpose of this paper is twofold: to understand how recent developments in systems thinking and social construction can influence understanding of knowledge trans...
Robert Parent, Mario Roy, Denis St-Jacques
JKM
2006
140views more  JKM 2006»
13 years 5 months ago
Knowledge transfer within Japanese multinationals: building a theory
Purpose
Pavel Strach, Andre M. Everett
ECIS
2003
13 years 7 months ago
Transfer of development process knowledge through method adaptation and implementation
Knowledge transfer is one of the key problem areas in knowledge management. This paper focuses on the transfer of knowledge about the software development process. There is an aim...
Per Backlund, Christina Hallenborg, Guomundur Hall...
DGO
2003
114views Education» more  DGO 2003»
13 years 7 months ago
Conception and Implementation of Digital Government Projects: The Role of Knowledge Transfer
This paper examines digital government projects at the group level. I argue that knowledge transfer plays a crucial role in the conception and implementation of digital government...
Maria Christina Scharf
AAAI
2006
13 years 7 months ago
Cross-Domain Knowledge Transfer Using Structured Representations
Previous work in knowledge transfer in machine learning has been restricted to tasks in a single domain. However, evidence from psychology and neuroscience suggests that humans ar...
Samarth Swarup, Sylvian R. Ray
IJCAI
2007
13 years 7 months ago
General Game Learning Using Knowledge Transfer
We present a reinforcement learning game player that can interact with a General Game Playing system and transfer knowledge learned in one game to expedite learning in many other ...
Bikramjit Banerjee, Peter Stone
ICWSM
2008
13 years 7 months ago
The Psychology of Blogging Communities: Social Identities and Knowledge Transfer across Work- Groups
In this article, we propose that blog communities can enhance knowledge transfer in organization. They do so by shaping bloggers' group (subordinate) and organizational (supe...
Bryan Sippel, Susan E. Brodt
AAAI
2010
13 years 7 months ago
Using Bisimulation for Policy Transfer in MDPs
Knowledge transfer has been suggested as a useful approach for solving large Markov Decision Processes. The main idea is to compute a decision-making policy in one environment and...
Pablo Samuel Castro, Doina Precup