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PKDD
2010
Springer
172views Data Mining» more  PKDD 2010»
15 years 8 days ago
Surprising Patterns for the Call Duration Distribution of Mobile Phone Users
How long are the phone calls of mobile users? What are the chances of a call to end, given its current duration? Here we answer these questions by studying the call duration distri...
Pedro O. S. Vaz de Melo, Leman Akoglu, Christos Fa...
PKDD
2010
Springer
150views Data Mining» more  PKDD 2010»
15 years 8 days ago
Virus Propagation on Time-Varying Networks: Theory and Immunization Algorithms
Given a contact network that changes over time (say, day vs night connectivity), and the SIS (susceptible/infected/susceptible, flu like) virus propagation model, what can we say ...
B. Aditya Prakash, Hanghang Tong, Nicholas Valler,...
PKDD
2010
Springer
124views Data Mining» more  PKDD 2010»
15 years 8 days ago
Summarising Data by Clustering Items
Abstract. For a book, the title and abstract provide a good first impression of what to expect from it. For a database, getting a first impression is not so straightforward. Whil...
Michael Mampaey, Jilles Vreeken
PKDD
2010
Springer
122views Data Mining» more  PKDD 2010»
15 years 8 days ago
Exploration in Relational Worlds
Abstract. One of the key problems in model-based reinforcement learning is balancing exploration and exploitation. Another is learning and acting in large relational domains, in wh...
Tobias Lang, Marc Toussaint, Kristian Kersting
PPDP
2010
Springer
15 years 8 days ago
Generic record combinators with static type checking
Common record systems only provide access to individual record fields. However, it is often useful to have generic record combinators, that is, functions that work with complete ...
Wolfgang Jeltsch
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