Special Issue: Artificial Intelligence and Pattern Recognition

• Articles • Previous Articles    

DKBLM——Deep Knowledge Based Learning Methodology

Ma Zhifang;   

  1. Dept.of; Computer; Science; Jilin; University; Changchun; 130023;
  • Online:1993-07-10 Published:1993-07-10

To solve the Imperfect Theory Problem(ITP)faced by Explanation Based Generalization(EBG), this paper proposes a methodology,Deep Knowledge Based Learning Methodology(DKBLM)by name, and gives an implementstion of DKBLM,called Hierarchically Distributed Learning System(HDLS).As an example of HDLS's application,this paper shows a learning system(MLS)in meteorology domain and its running with a simplified example. DKBLM can acquire experiential knowledge with causality in it.it is applicable to those kinds of d…

Key words: subdivision; Loop surface; physics-based modeling;



[1] G.DeJong and R.Mooney. Explanation-based learning: an alternative view. Tech. Rep. UILU-ENG-86-2208, 1986.

[2] S.Rajamoney, G.DeJong and H.Faltings. Towards a model of conceptual knowledge acquisition through directed experimentation. IJCAI-85, 1985. pp.688-690.

[3] S.Rajamoney. The classification, detection and handling of imperfect theory problems. IJCAI-87. 1987, pp.205-207. ………..
[1] Yusuf Fatihu Hamza and Hong-Wei Lin. Conjugate-Gradient Progressive-Iterative Approximation for Loop and Catmull-Clark Subdivision Surface Interpolation [J]. Journal of Computer Science and Technology, 2022, 37(2): 487-504.
[2] Yun-Cen Huang, Jie-Qing Feng, Matthias NieBner, Yuan-Min Cui, Baoguang Yang . Feature-Adaptive Rendering of Loop Subdivision Surfaces on Modern GPUs [J]. , 2014, 29(6): 1014-1025.
[3] Fu-Hua (Frank) Cheng, Feng-Tao Fan, Shu-Hua Lai, Cong-Lin Huang, Jia-Xi Wang, and Jun-Hai Yong. Loop Subdivision Surface Based Progressive Interpolation [J]. , 2009, 24(1 ): 39-46 .
[4] Hua-Wei Wang and Kai-Huai Qin. Estimating Subdivision Depth of Catmull-Clark Surfaces [J]. , 2004, 19(5): 0-0.
[5] QIN Kaihuai (秦开怀), CHANG Zhengyi (常正义), WANG Huawei (王华维) and LI Denggao (李登高). Physics-Based Loop Surface Modeling [J]. , 2002, 17(6): 0-0.
[6] WEI Guofu (魏国富) and CHEN Falai (陈发来). Four-Point Wavelets and Their Applications [J]. , 2002, 17(4): 0-0.
[7] LI Guiqing (李桂清) and LI Hua (李华). Blending Parametric Patches with Subdivision Surfaces [J]. , 2002, 17(4): 0-0.
[8] Hu Shimin;. A Subdivision Scheme for Rational Triangular Bézier Surfaces [J]. , 1996, 11(1): 9-16.
[9] Qin Kaihuai; Fan Gang; Sun Cai;. Extrapolating Acceleration Algorithms for Finding B-Spline Intersections Using Recursive Subdivision Techniques [J]. , 1994, 9(1): 70-85.
Viewed
Full text


Abstract

Cited

  Shared   
  Discussed   
[1] Zhang Bo; Zhang Ling;. Statistical Heuristic Search[J]. , 1987, 2(1): 1 -11 .
[2] Meng Liming; Xu Xiaofei; Chang Huiyou; Chen Guangxi; Hu Mingzeng; Li Sheng;. A Tree-Structured Database Machine for Large Relational Database Systems[J]. , 1987, 2(4): 265 -275 .
[3] Lin Qi; Xia Peisu;. The Design and Implementation of a Very Fast Experimental Pipelining Computer[J]. , 1988, 3(1): 1 -6 .
[4] Jin Lingzi; Zhu Hong;. Systems Programming in the Functional Language FP[J]. , 1988, 3(1): 40 -55 .
[5] Sun Chengzheng; Tzu Yungui;. A New Method for Describing the AND-OR-Parallel Execution of Logic Programs[J]. , 1988, 3(2): 102 -112 .
[6] Zhang Bo; Zhang Tian; Zhang Jianwei; Zhang Ling;. Motion Planning for Robots with Topological Dimension Reduction Method[J]. , 1990, 5(1): 1 -16 .
[7] Zhao Ming;. 2-D EAG Method for the Recognition of Hand-Printed Chinese Characters[J]. , 1990, 5(4): 319 -328 .
[8] Wang Dingxing; Zheng Weimin; Du Xiaoli; Guo Yike;. On the Execution Mechanisms of Parallel Graph Reduction[J]. , 1990, 5(4): 333 -346 .
[9] Zhou Quan; Wei Daozheng;. A Complete Critical Path Algorithm for Test Generation of Combinational Circuits[J]. , 1991, 6(1): 74 -82 .
[10] Zhao Jinghai; Liu Shenquan;. An Environment for Rapid Prototyping of Interactive Systems[J]. , 1991, 6(2): 135 -144 .

ISSN 1000-9000(Print)

         1860-4749(Online)
CN 11-2296/TP

Home
Editorial Board
Author Guidelines
Subscription
Journal of Computer Science and Technology
Institute of Computing Technology, Chinese Academy of Sciences
P.O. Box 2704, Beijing 100190 P.R. China
Tel.:86-10-62610746
E-mail: jcst@ict.ac.cn
 
  Copyright ©2015 JCST, All Rights Reserved