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PAKDD
2007
ACM
203views Data Mining» more  PAKDD 2007»
15 years 4 months ago
Grammar Guided Genetic Programming for Flexible Neural Trees Optimization
Abstract. In our previous studies, Genetic Programming (GP), Probabilistic Incremental Program Evolution (PIPE) and Ant Programming (AP) have been used to optimal design of Flexibl...
Peng Wu, Yuehui Chen
ACML
2009
Springer
15 years 2 months ago
Max-margin Multiple-Instance Learning via Semidefinite Programming
In this paper, we present a novel semidefinite programming approach for multiple-instance learning. We first formulate the multipleinstance learning as a combinatorial maximum marg...
Yuhong Guo
ICRA
2005
IEEE
124views Robotics» more  ICRA 2005»
15 years 4 months ago
What Are the Ants Doing? Vision-Based Tracking and Reconstruction of Control Programs
— In this paper, we study the problem of going from a real-world, multi-agent system to the generation of control programs in an automatic fashion. In particular, a computer visi...
Magnus Egerstedt, Tucker R. Balch, Frank Dellaert,...
SCAM
2005
IEEE
15 years 4 months ago
Declassification: Transforming Java Programs to Remove Intermediate Classes
This paper presents an optimisation technique which automatically inlines certain classes within their enclosing class. Inlining a class involves inserting the fields and methods ...
Bernadette Power, Geoff W. Hamilton
EUROGP
2006
Springer
136views Optimization» more  EUROGP 2006»
15 years 2 months ago
Using Subtree Crossover Distance to Investigate Genetic Programming Dynamics
Abstract. To analyse various properties of the search process of genetic programming it is useful to quantify the distance between two individuals. Using operator-based distance me...
Leonardo Vanneschi, Steven Gustafson, Giancarlo Ma...