检索结果-内蒙古大学图书馆

Proceedings of 2004 International Conference on machine learning and Cybernetics

作者： Chen, Liang Hua, Qiang Li, Xiao-Hong Computer Science Department Univ. of Northern British Columbia Prince George BC V2N 4Z9 Canada Machine Learning Center Fac. of Math. and Computer Science Hebei University Baoding 071002 China Tour Management Institute Hebei Univ. of Econ. and Business shijiazhuang 050014 China

ISBN: (纸本)0780384032

It is proved that the optimal solution for the matching problem in multi-target tracking can be found from among n different matching. We show in this paper by simulation that the costs of the n different possible solutions constitute a bimodal sequence, which suggests an algorithm of O(N logN) complexity, lower than most of known algorithms.

关键词： Tracking (position)

来源：评论

学校读者我要写书评

暂无评论

ON THE REPRESENTATION, learning AND TRANSFER OF SPATIO-TEMPORAL MOVEMENT CHARACTERISTICS

引用

International Journal of Humanoid Robotics 2004年第4期1卷 613-636页

作者： ILG, WINFRIED BAKIR, GÖKHAN H. MEZGER, JOHANNES GIESE, MARTIN A. Department for Cognitive Neurology University Clinic Tübingen Schaffhausenstr.113 Tübingen72072 Germany Department for Empirical Inference for Machine Learning and Perception Max Planck Institute for Biological Cybernetics Spemannstr. 38 Tübingen72076 Germany Graphical-Interactive Systems Wilhelm Schickard Institute for Computer Science University of Tübingen Germany Sand 14 Tübingen72076 Germany

In this paper we present a learning-based approach for the modeling of complex movement sequences. Based on the method of Spatio-Temporal Morphable Models (STMMs) we derive a hierarchical algorithm that, in a first step, identifies automatically movement elements in movement sequences based on a coarse spatio-temporal description, and in a second step models these movement primitives by approximation through linear combinations of learned example movement trajectories. We describe the different steps of the algorithm and show how it can be applied for modeling and synthesis of complex sequences of human movements that contain movement elements with a variable style. The proposed method is demonstrated on different applications of movement representation relevant for imitation learning of movement styles in humanoid robotics. © 2004 World Scientific Publishing Company

关键词： Approximation algorithms

来源：评论

学校读者我要写书评

暂无评论

A comparison between decision trees and extension matrixes

A comparison between decision trees and extension matrixes

引用

International Conference on machine learning and Cybernetics (ICMLC)

作者： Ai-Tang Dong Jing-Hong Wang Computer Department of Teaching Hebei Normal University Shijiazhuang China Machine Learning Center Faculty of Mathematics and Computer Science Hebei University Baoding China

ISBN: (纸本)0780384032

Decision trees and extension matrixes are two methodologies for (fuzzy) rule generation. This paper gives an initial study on the comparison between the two methodologies. Their computational complexity and the quality of rule generation are analyzed. The experimental results have shown that the number of generated rules of the heuristic algorithm based on extension matrix is fewer than the decision tree algorithm. Moreover, regarding the testing accuracy (i.e., the generalization capability for unknown cases), experiments have also shown that the extension matrix method is better than the other method.

关键词： Decision trees machine learning Fuzzy sets Computational complexity Entropy Algorithm design and analysis machine learning algorithms data processing Guidelines Matrix converters

来源：评论

学校读者我要写书评

暂无评论

An initial analysis of parametric sensitivity to fuzzy extension matrix

An initial analysis of parametric sensitivity to fuzzy exten...

引用

International Conference on machine learning and Cybernetics (ICMLC)

作者： Jing-Hong Wang Xi-Zhao Wang Computer Department of Teaching Hebei Normal University Shijiazhuang China Machine Learning Center Faculty of Mathematics and Computer Science Hebei University Baoding China

ISBN: (纸本)0780384032

Fuzzy extension matrix induction is an extraction technique of fuzzy rules, which can be used in handling ambiguous classification problems related to human's thought and sense. The entire process of building heuristic algorithm based on fuzzy extension matrix is dependent of three specified parameters that seriously affect the computational effort and the rule extraction accuracy. Since, the value of three parameters is usually given in terms of human experience or real requirements, it is very difficult to determine its optimal value. This paper makes an initial attempt to give some guidelines of how to automatically choose these parameters by analyzing the relationship between the values of parameters and the number of rules generated.

关键词： Guidelines machine learning Heuristic algorithms Humans Fuzzy sets Education Mathematics computer science Spread spectrum communication Knowledge acquisition

来源：评论

学校读者我要写书评

暂无评论

A Second order Cone Programming formulation for classifying missing data 04

A Second order Cone Programming formulation for classifying ...

引用

Proceedings of the 17th International Conference on Neural Information Processing Systems

作者： Chiranjib Bhattacharyya K. S. Pannagadatta Alexander J. Smola Department of Computer Science and Automation Indian Institute of Science Bangalore India Department of Electrical Engineering Indian Institute of Science Bangalore India Machine Learning Program National ICT Australia and ANU Canberra ACT Australia

We propose a convex optimization based strategy to deal with uncertainty in the observations of a classification problem. We assume that instead of a sample (xi, yi) a distribution over (xi, yi) is specified. In particular, we derive a robust formulation when the distribution is given by a normal distribution. It leads to Second Order Cone Programming formulation. Our method is applied to the problem of missing data, where it outperforms direct imputation.

关键词：

来源：评论

学校读者我要写书评

暂无评论

Reducing power consumption in memory ECC checkers

Reducing power consumption in memory ECC checkers

引用

IEEE International Test Conference

作者： S. Ghosh S. Basu N.A. Touba Computer Engineering Research Center Department of Electrical and Computer Engineering University of Technology Austin TX USA Machine Learning Research Group Department of Computer Science University of Technology Austin TX USA

A method is proposed for reducing power consumption in memory ECC checker circuitry that provides SEC-DED. The degrees of freedom in selecting the parity check matrix are used to minimize power with little or no impact on area and delay. The power minimization method is applied to two popular SEC-DED codes: standard Hamming codes and odd-column-weight Hsiao codes. Experiments on actual memory traces of Spec and MediaBench benchmarks indicate that considering power in addition to area and delay when selecting the parity check matrix can result in power reductions of up to 27% for Hsiao codes and up to 41% for Hamming codes.

关键词： Energy consumption Error correction codes Circuits Delay computer errors Power engineering computing Power engineering and energy Parity check codes Costs Rails

来源：评论

学校读者我要写书评

暂无评论

An experimental study on relationship between pruning algorithms and selection of parameters in fuzzy decision tree generation

An experimental study on relationship between pruning algori...

引用

International Conference on machine learning and Cybernetics (ICMLC)

作者： Zi-Ying You Hong-Yan Ji Machine Learning Center Faculty of Mathematics and Computer Science Hebei University Baoding Hebei China Department of Mathematics and Physics Hebei Engineering University Handan Hebei China

ISBN: (纸本)0780384032

It is important to study the relationship between pruning algorithms and the selection of parameters in fuzzy decision tree generation for controlling the tree size. This paper selects a pruning algorithm and a method of fuzzy decision tree generation to experimentally show the relationship for some existing databases. It aims to give some guidelines for how to select an appropriate parametric value in fuzzy decision tree generation. When a suitable parametric value is selected, the pruning for fuzzy decision tree generation seems to be unnecessary.

关键词： Decision trees machine learning algorithms machine learning Mathematics Classification tree analysis computer science Physics Electronic mail Guidelines Fuzzy neural networks

来源：评论

学校读者我要写书评

暂无评论

An improved data assignment solution for ML-based relaxation approach for multitarget tracking problem

An improved data assignment solution for ML-based relaxation...

引用

International Conference on machine learning and Cybernetics (ICMLC)

作者： Liang Chen Qiang Hua Xiao-Hong Li Computer Science Department University of Northern British Columbia Prince George BC Canada Machine Learning Center Faculty of Mathematics and Computer Science Hebei University Baoding China Tour Management Institute Hebei University of Economics and Business Shijiazhuang China

ISBN: (纸本)0780384032

关键词： Target tracking Sensor arrays computer science Costs Lungs machine learning Mathematics Application software Information processing Surveillance

来源：评论

学校读者我要写书评

暂无评论

A rough set-based CBR approach for feature and document reduction in text categorization

A rough set-based CBR approach for feature and document redu...

引用

International Conference on machine learning and Cybernetics (ICMLC)

作者： Yan Li S.C.-K. Shiu S.K. Pal J.N.-K. Liu Machine Learning Center Faculty of Mathematics and Computer Science Hebei University Baoding China Department of Computing Hong Kong Polytechnic University Hong Kong China Machine Intelligence Unit Indian Statistical Institute Kolkata India

An approach of rough set-based case-based reasoning (CBR) approach is proposed to tackle the task of text categorization (TC). The initial work of integrating both feature and document reduction/selection in TC using rough sets and CBR properties is presented. Rough set theory is incorporated to reduce the number of feature terms through generating reducts. On the other hand, two concepts of case coverage and case reachability in CBR are used in selecting the representative documents. The main contribution of this paper is that both the number of features and the documents are reduced with minimal loss of useful information. Some experiments are conducted on the text datasets of Reuters21578. The experimental results show that, although the number of feature terms and documents are reduced greatly, the problem-solving quality in terms of classification accuracy is still preserved.

关键词： Text categorization Set theory machine learning machine intelligence Mathematics computer science Natural languages Information retrieval Uncertainty Fuzzy logic

来源：评论

学校读者我要写书评

暂无评论

Can we determine the top unresolved problems of visualization?

Can we determine the top unresolved problems of visualizatio...

引用

IEEE Visualization 2004 - Proceedings, VIS 2004

作者： Rhyne, Theresa-Marie Hibbard, Bill Johnson, Chris Chen, Chaomei Eick, Steve North Carolina State University University of Wisconsin Madison University of Utah Drexel University SSS-Research Inc. University of Illinois Chicago Learning Technology Service North Carolina State University Sci. Computing and Imaging Institute University of Utah Department of Computer Science Depts. of Phys. and Bioengineering Coll. of Info. Sci. and Technology Drexel University UIC's Natl. Center for Data Mining

ISBN: (纸本)0780387880

The top unresolved problems in visualization were investigated by panelists from both the information and scientific visualization domains. One of the key unresolved challenges in visualization is collaboration in its broadest sense. Visualization 'scientists' need to spend more time understanding the underlying science applications in order to create effective visual representations. In order to 'evolve' visualization into a more scientific enquiry, visualization scientists need to understand and use the scientific method such as formulation of an hypothesis to explain the phenomena. Effective human computer interaction continues to be one of the top research and development goals for both visualization and computer graphics.

关键词： Visualization

来源：评论

学校读者我要写书评

暂无评论

建议与咨询留下您的常用邮箱和电话号码，以便我们向您反馈解决方案和替代方法

时间限定

文献类型

馆藏选择

核心期刊

语言

文献类型

帮助

文字说明：

检索规则说明：

检索范例：

分类表

所选分类

限定检索结果

文献类型

馆藏范围

日期分布

学科分类号

主题

机构

作者

语言

请选择保存的检索档案：

请选择收藏分类：

通借通还

建议与咨询 留下您的常用邮箱和电话号码，以便我们向您反馈解决方案和替代方法

时间限定

文献类型

馆藏选择

核心期刊

语言

文献类型

帮助

文字说明：

检索规则说明：

检索范例：

分类表

所选分类

限定检索结果

文献类型

馆藏范围

日期分布

学科分类号

主题

机构

作者

语言

请选择保存的检索档案： 新增检索档案 确定 取消

请选择收藏分类： 新增自定义分类 确定 取消

通借通还

建议与咨询留下您的常用邮箱和电话号码，以便我们向您反馈解决方案和替代方法

请选择保存的检索档案：

请选择收藏分类：