scholarly journals Online Knowledge-Based Support Vector Machines

2010 ◽  
pp. 145-161 ◽  
Author(s):  
Gautam Kunapuli ◽  
Kristin P. Bennett ◽  
Amina Shabbeer ◽  
Richard Maclin ◽  
Jude Shavlik
Keyword(s):  
Support Vector Machines ◽  
Support Vector ◽  
Knowledge Based ◽  
Vector Machines

Knowledge based proximal support vector machines

2009 ◽  
Vol 195 (3) ◽  
pp. 914-923 ◽  
Author(s):  
Reshma Khemchandani ◽  
Jayadeva ◽  
Suresh Chandra
Keyword(s):  
Support Vector Machines ◽  
Support Vector ◽  
Knowledge Based ◽  
Vector Machines

Study on Threat Assessment Based on Rough Ret and Support Vector Machines for Regression in BVR Air Combat

2013 ◽  
Vol 419 ◽  
pp. 228-234
Author(s):  
Ling Yan Wu ◽  
Yong Qin Sun ◽  
Jin Yao Ji
Keyword(s):  
Energy Efficiency ◽  
Support Vector Machines ◽  
Threat Assessment ◽  
Support Vector ◽  
Knowledge Based ◽  
Vector Machines ◽  
Air Combat ◽  
Simulation Results

Aiming at the shortage of existing TA methods in BVR air combat, a new TA method based on RS and SVM for regression is advanced, and advantage functions models are structured. Firstly, Missile scope is introduced as a factor of distance, so advantage function of distance is improved. Moreover, advantage functions such as azimuth, enter angle, energy, efficiency are optimized, and goal campaign value is considered as a factor of TA. Secondly, redundancy information of each advantage function is eliminated by reduction of knowledge based on RS, and the final taxis of TA are realized by SVM for regression. Finally, simulation results show the method is rational and effective.

Knowledge based Least Squares Twin support vector machines

2010 ◽  
Vol 180 (23) ◽  
pp. 4606-4618 ◽  
Author(s):  
M. Arun Kumar ◽  
Reshma Khemchandani ◽  
M. Gopal ◽  
Suresh Chandra
Keyword(s):  
Support Vector Machines ◽  
Least Squares ◽  
Support Vector ◽  
Twin Support Vector Machines ◽  
Knowledge Based ◽  
Vector Machines
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