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81
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ROBOCUP
2005
Springer
99views Robotics» more  ROBOCUP 2005»
15 years 6 months ago
Keepaway Soccer: From Machine Learning Testbed to Benchmark
Keepaway soccer has been previously put forth as a testbed for machine learning. Although multiple researchers have used it successfully for machine learning experiments, doing so ...
Peter Stone, Gregory Kuhlmann, Matthew E. Taylor, ...
109
Voted
CAIP
2003
Springer
184views Image Analysis» more  CAIP 2003»
15 years 5 months ago
Multi-class Support Vector Machines with Case-Based Combination for Face Recognition
Abstract. The support vector machine is basically to deal with a two-class classification problem. To get M-class classifiers for face recognition, it is common to construct a set ...
Jaepil Ko, Hyeran Byun
ANSS
1997
IEEE
15 years 4 months ago
Towards the Design of a Heterogeneous Hierarchical Machine: A Simulation Approach
HPAM Sim is an execution-driven simulator of heterogeneous machines. HPAM Sim allows the simulation of target machines consisting of different processors and interconnection netwo...
Zina Ben-Miled, José A. B. Fortes, Rudolf E...
119
Voted
DSD
2004
IEEE
106views Hardware» more  DSD 2004»
15 years 4 months ago
Finite Precision Analysis of Support Vector Machine Classification in Logarithmic Number Systems
In this paper we present an analysis of the minimal hardware precision required to implement Support Vector Machine (SVM) classification within a Logarithmic Number System archite...
Faisal M. Khan, Mark G. Arnold, William M. Potteng...
ICTAI
2007
IEEE
15 years 7 months ago
ExOpaque: A Framework to Explain Opaque Machine Learning Models Using Inductive Logic Programming
In this paper we developed an Inductive Logic Programming (ILP) based framework ExOpaque that is able to extract a set of Horn clauses from an arbitrary opaque machine learning mo...
Yunsong Guo, Bart Selman