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检索条件"任意字段=5th International Conference on Machine Learning and Data Mining in Pattern Recognition"
3185 条 记 录,以下是2921-2930 订阅
Statistical supports for frequent itemsets on data streams
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4th international conference on machine learning and data mining in pattern recognition, MLDM 2005
作者: Laur, Pierre-Alain Symphor, Jean-Emile Nock, Richard Poncelet, Pascal GRIMAAG-Dépt Scientifique Interfacultaire Université Antilles-Guyane Campus de Schoelcher B.P. 7209 97275 Schoelcher Cedex Martinique France LG2IP-Ecole des Mines d'Alès Site EERIE parc scientifique Georges Besse 30035 Nîmes Cedex France
When we mine information for knowledge on a whole data streams it's necessary to cope with uncertainty as only a part of the stream is available. We introduce a stastistical technique, independant from the used al... 详细信息
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Labeling unclustered categorical data into clusters based on the important attribute values
Labeling unclustered categorical data into clusters based on...
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5th IEEE international conference on data mining, ICDM 2005
作者: Chen, Hung-Leng Chuang, Kun-Ta Chen, Ming-Syan Department of Electrical Engineering National Taiwan University Taipei Taiwan
Sampling has been recognized as an important technique to improve the efficiency of clustering. However, with sampling applied, those points which are not sampled will not have their labels. Although there is a straig... 详细信息
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Finding representative set from massive data
Finding representative set from massive data
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5th IEEE international conference on data mining, ICDM 2005
作者: Pan, Feng Wang, Wei Tung, Anthony K. H. Yang, Jiong University of North Carolina Chapel Hill National University of Singapore Case Western Reserve University
In the information age, data is pervasive. In some applications, data explosion is a significant phenomenon. the massive data volume poses challenges to both human users and computers. In this project, we propose a ne... 详细信息
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Using clustering to learn distance functions for supervised similarity assessment
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4th international conference on machine learning and data mining in pattern recognition, MLDM 2005
作者: Eick, Christoph F. Rouhana, Alain Bagherjeiran, Abraham Vilalta, Ricardo Department of Computer Science University of Houston Houston TX 77204-3010 United States
Assessing the similarity between objects is a prerequisite for many data mining techniques. this paper introduces a novel approach to learn distance functions that maximizes the clustering of objects belonging to the ... 详细信息
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New proposition for intelligent systems design: artificial understanding of the images as the next step of advanced data analysis after automatic classification and pattern recognition
New proposition for intelligent systems design: artificial u...
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international conference on Intelligent Systems Design and Applications (ISDA)
作者: R. Tadeusiewicz M.R. Ogiela Institute of Automatics AGH University of Science and Technology Krakow Poland
In this paper there will be presented the new opportunities for applying linguistic algorithms of pattern recognition for computer understanding of image semantic content in intelligent information systems. A successf... 详细信息
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Modification of intersession variability in on-line signature verifier
Modification of intersession variability in on-line signatur...
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5th international conference on Audio - and Video-Based Biometric Person Authentication, AVBPA 2005
作者: Kongo, Yasunori Muramatsu, Daigo Matsumoto, Takashi Department of Electrical Engineering and Bioscience Waseda University 3-4-1 Ohkubo Shinjuku-ku Tokyo Japan
For Pen-input on-line signature verification algorithms, the influence of intersession variability is a considerable problem because hand-written signatures change with time, causing performance degradation. In our pr... 详细信息
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Application of genetic algorithm to pattern extraction
Application of genetic algorithm to pattern extraction
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international conference on Intelligent Systems Design and Applications (ISDA)
作者: M. Borkowski Faculty of Mathematics and Information Science Warsaw University of Technology Warsaw Poland
the area of interest for this paper covers pattern recognition method, which can find and classify all useful relations between data entries in the time series. Genetic algorithm has been deployed to prepare and gover... 详细信息
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Using gain ratio distance (GRD) to induce clustering
Using gain ratio distance (GRD) to induce clustering
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international conference on Intelligent Systems Design and Applications (ISDA)
作者: C. Ratke D.F. de Andrade Federal University of Santa Catarina Brazil
Clustering is a classification process in data mining, very used mainly for grouping of continuous values. the traditional techniques of clustering such as fuzzy C-means clustering (FCM), create groups that don't ... 详细信息
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A novel fuzzy approach to recognition of online Persian handwriting
A novel fuzzy approach to recognition of online Persian hand...
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international conference on Intelligent Systems Design and Applications (ISDA)
作者: M.S. Baghshah Sharif University of Technology of Iran
Fuzzy logic has proved to be a powerful tool to represent imprecise and irregular patterns. this paper presents a novel fuzzy approach for recognizing online Persian (Farsi) handwriting which is also useful for multi-... 详细信息
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Participatory learning in Fuzzy Clustering
Participatory Learning in Fuzzy Clustering
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IEEE international conference on Fuzzy Systems (FUZZ-IEEE)
作者: L. Silva F. Gomide R. Yager FEEC-DCA State University of Campinas Campinas Brazil Iona College New Rochelle NY USA
this work suggests an unsupervised fuzzy clustering algorithm based on the concept of participatory learning introduced by Yager in the nineties. the performance of the algorithm is verified with synthetic data sets a... 详细信息
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