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IMC
2010
ACM
15 years 11 days ago
Internet background radiation revisited
The monitoring of packets destined for reachable, yet unused, Internet addresses has proven to be a useful technique for measuring a variety of specific Internet phenomenon (e.g.,...
Eric Wustrow, Manish Karir, Michael Bailey, Farnam...
ICML
2008
IEEE
16 years 3 months ago
Fast incremental proximity search in large graphs
In this paper we investigate two aspects of ranking problems on large graphs. First, we augment the deterministic pruning algorithm in Sarkar and Moore (2007) with sampling techni...
Purnamrita Sarkar, Andrew W. Moore, Amit Prakash
MOBISYS
2007
ACM
16 years 2 months ago
Algorithm to automatically detect abnormally long periods of inactivity in a home
An algorithm has been developed to automatically construct individual models of normal activity within a home using motion sensor data. Alerts can be generated when a period of in...
Paul Cuddihy, Jenny Weisenberg, Catherine Graichen...
ECML
2007
Springer
15 years 8 months ago
Nondeterministic Discretization of Weights Improves Accuracy of Neural Networks
Abstract. The paper investigates modification of backpropagation algorithm, consisting of discretization of neural network weights after each training cycle. This modification, a...
Marcin Wojnarski
MLDM
2007
Springer
15 years 8 months ago
Mining Frequent Trajectories of Moving Objects for Location Prediction
Advances in wireless and mobile technology flood us with amounts of moving object data that preclude all means of manual data processing. The volume of data gathered from position...
Mikolaj Morzy