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检索条件"任意字段=1st International Workshop on Machine Learning and Data Mining in Pattern Recognition"
588 条 记 录,以下是501-510 订阅
Proceedings of the 1st international workshop on Utility-Based data mining, UBDM '05
Proceedings of the 1st International Workshop on Utility-Bas...
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1st international workshop on Utility-Based data mining, UBDM '05
The proceedings contain 14 papers. The topics discussed include: toward economic machine learning and utility-based data mining;machine learning paradigms for utility-based data mining;cost-sensitive classifier evalua...
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A discretization algorithm based on a heterogeneity criterion
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IEEE TRANSACTIONS ON KNOWLEDGE AND data ENGINEERING 2005年 第9期17卷 1166-1173页
作者: Liu, XY Wang, HQ City Univ Hong Kong Dept Informat Syst Kowloon Hong Kong Peoples R China
Discretization, as a preprocessing step for data mining, is a process of converting the continuous attributes of a data set into discrete ones so that they can be treated as the nominal features by machine learning al... 详细信息
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Reinforcement learning for active model selection
Reinforcement learning for active model selection
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1st international workshop on Utility-Based data mining, UBDM '05
作者: Kapoor, Aloak Greiner, Russell Department of Computing Science University of Alberta Edmonton AB T6J 2E8 Canada
In many practical machine learning tasks, there are costs associated with acquiring the feature values of training instances, as well as a hard learning budget which limits the number of feature values that can be pur... 详细信息
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A hierarchical system for recognition, tracking and pose estimation
A hierarchical system for recognition, tracking and pose est...
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1st international workshop on machine learning for Multimodal Interaction
作者: Zehnder, P Koller-Meier, E Van Gool, L ETH DITET Comp Vis Lab CH-8092 Zurich Switzerland
This paper presents a new system for recognition, tracking and pose estimation of people in video sequences. It is based on the wavelet transform from the upper body part and uses Support Vector machines (SVM) for cla... 详细信息
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A shape based, viewpoint invariant local descriptor
A shape based, viewpoint invariant local descriptor
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1st international workshop on machine learning for Multimodal Interaction
作者: Osian, M Tuytelaars, T Van Gool, L Katholieke Univ Leuven ESAT PSI B-3001 Louvain Belgium ETH Zentrum Comp Vis Lab BIWI CH-8092 Zurich Switzerland
Affine invariant regions have proved a powerful feature for object recognition and categorization. These features heavily rely on object textures rather than shapes, however. Typically, their shapes have been fixed to... 详细信息
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Geometric decision rules for instance-based learning problems
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1st international Conference on pattern recognition and machine Intelligence
作者: Bhattacharya, B Mukherjee, K Toussaint, G Simon Fraser Univ Sch Comp Sci Burnaby BC V5A 1S6 Canada McGill Univ Sch Comp Sci Montreal PQ Canada
In the typical nonparametric approach to classification in instance-based learning and data mining, random data (the training set of patterns) are collected and used to design a decision rule (classifier). One of the ... 详细信息
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Virtual astronomy, information technology, and the new scientific methodology
Virtual astronomy, information technology, and the new scien...
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7th international workshop on Computer Architecture for machine Perception
作者: Djorgovski, SG CALTECH Div Phys Math & Astron Pasadena CA 91125 USA
All sciences, including astronomy, are now entering the era of information abundance. The, exponentially increasing volume and complexity of modern, data sets promises to transform the scientific practice, but also, p... 详细信息
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A trie-based APRIORI implementation for mining frequent item sequences
A trie-based APRIORI implementation for mining frequent item...
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1st international workshop on Open Source data mining: Frequent pattern mining Implementations, OSDM 2005, held in conjunction with the 11th ACM SIGKDD international Conference on Knowledge Discovery and data mining
作者: Bodon, Ferenc Department of Computer Science and Information Theory Budapest University of Technology and Economics Hungarian Academy of Sciences Hungary
In this paper we investigate a trie-based APRIORI algorithm for mining frequent item sequences in a transactional database. We examine the data structure, implementation and algorithmic features mainly focusing on tho... 详细信息
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Accessing multimodal meeting data: Systems, problems and possibilities
Accessing multimodal meeting data: Systems, problems and pos...
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1st international workshop on machine learning for Multimodal Interaction
作者: Tucker, S Whittaker, S Univ Sheffield Dept Informat Studies Sheffield S1 4DP S Yorkshire England
As the amount of multimodal meetings data being recorded increases, so does the need for sophisticated mechanisms for accessing this data. This process is complicated by the different informational needs of users, as ... 详细信息
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Fuzzy proximal support vector classification via generalized eigenvalues
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1st international Conference on pattern recognition and machine Intelligence
作者: Jayadeva Khemchandani, R Chandra, S Indian Inst Technol Dept Elect Engn New Delhi 110016 India Indian Inst Technol Dept Math New Delhi 110016 India
In this paper, we propose a fuzzy extension to proximal support vector classification via generalized eigenvalues. Here, a fuzzy membership value is assigned to each pattern, and points are classified by assigning the... 详细信息
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