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» Modelling Variability for System Families
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117
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UM
2007
Springer
15 years 9 months ago
Principles of Lifelong Learning for Predictive User Modeling
Predictive user models often require a phase of effortful supervised training where cases are tagged with labels that represent the status of unobservable variables. We formulate a...
Ashish Kapoor, Eric Horvitz
108
Voted
JASSS
1998
82views more  JASSS 1998»
15 years 3 months ago
Qualitative modeling and simulation of socio-economic phenomena
This paper describes an application of recently developed qualitative reasoning techniques to complex, socio{economic allocation problems. We explain why we believe traditional op...
Giorgio Brajnik, Marji Lines
AAAI
2011
14 years 3 months ago
Pushing the Power of Stochastic Greedy Ordering Schemes for Inference in Graphical Models
We study iterative randomized greedy algorithms for generating (elimination) orderings with small induced width and state space size - two parameters known to bound the complexity...
Kalev Kask, Andrew Gelfand, Lars Otten, Rina Decht...
ICRA
2006
IEEE
112views Robotics» more  ICRA 2006»
15 years 9 months ago
Generic Differential Kinematic Modeling of Articulated Multi-monocycle Mobile Robots
— This paper presents a generic kinematic modeling approach for articulated multi-monocycle mobile robots. The formulation proposed to deduce the input/output velocity equations ...
Frederic Le Menn, Philippe Bidaud, Faïz Ben A...
UM
2005
Springer
15 years 9 months ago
Task-Oriented Web User Modeling for Recommendation
Abstract. We propose an approach for modeling the navigational behavior of Web users based on task-level patterns. The discovered “tasks” are characterized probabilistically as...
Xin Jin, Yanzan Zhou, Bamshad Mobasher