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UAI
2008
15 years 5 months ago
Causal discovery of linear acyclic models with arbitrary distributions
An important task in data analysis is the discovery of causal relationships between observed variables. For continuous-valued data, linear acyclic causal models are commonly used ...
Patrik O. Hoyer, Aapo Hyvärinen, Richard Sche...
CLA
2006
15 years 5 months ago
Using FCA to Suggest Refactorings to Correct Design Defects
Abstract. Design defects are poor design choices resulting in a hard-tomaintain software, hence their detection and correction are key steps of a disciplined software process aimed...
Naouel Moha, Jihene Rezgui, Yann-Gaël Gu&eacu...
125
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FUIN
2010
97views more  FUIN 2010»
15 years 2 months ago
Game Solution, Epistemic Dynamics and Fixed-Point Logics
Abstract. Current methods for solving games embody a form of “procedural rationality” that invites logical analysis in its own right. This paper is a brief case study of Backwa...
Johan van Benthem, Amélie Gheerbrant
GECCO
2011
Springer
240views Optimization» more  GECCO 2011»
14 years 7 months ago
Collisions are helpful for computing unique input-output sequences
Computing unique input-output sequences (UIOs) from finite state machines (FSMs) is important for conformance testing in software engineering, where evolutionary algorithms (EAs)...
Chao Qian, Yang Yu, Zhi-Hua Zhou
CDC
2008
IEEE
131views Control Systems» more  CDC 2008»
15 years 10 months ago
Probabilistic testing for stochastic hybrid systems
— In this paper we propose a testing based method for safety/ reachability analysis of stochastic hybrid systems. Testing based methods are characterized by analysis based on the...
A. Agung Julius, George J. Pappas