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TON
2010
167views more  TON 2010»
13 years 2 months ago
A Machine Learning Approach to TCP Throughput Prediction
TCP throughput prediction is an important capability in wide area overlay and multi-homed networks where multiple paths may exist between data sources and receivers. In this paper...
Mariyam Mirza, Joel Sommers, Paul Barford, Xiaojin...
ICML
1989
IEEE
13 years 11 months ago
Uncertainty Based Selection of Learning Experiences
The training experiences needed by a learning system may be selected by either an external agent or the system itself. We show that knowledge of the current state of the learner&#...
Paul D. Scott, Shaul Markovitch
HCI
2007
13 years 9 months ago
Collaborative Design for Strategic UXD Impact and Global Product Value
Experts in the field of HCI have spoken at length about how to increase the strategic influence of User Experience Design (UXD) teams in industry [2] [5]. Others have talked about...
James E. Nieters, David Williams
PKDD
2007
Springer
76views Data Mining» more  PKDD 2007»
14 years 1 months ago
Experiment Databases: Towards an Improved Experimental Methodology in Machine Learning
Machine learning research often has a large experimental component. While the experimental methodology employed in machine learning has improved much over the years, repeatability ...
Hendrik Blockeel, Joaquin Vanschoren
ECTEL
2010
Springer
13 years 5 months ago
How to Share and Reuse Learning Resources: The ARIADNE Experience
ARIADNE is a European foundation that aims to foster "Share and Reuse" of learning resources. To support this goal, ARIADNE has created an infrastructure for managing lea...
Joris Klerkx, Bram Vandeputte, Gonzalo Parra, Jos&...