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检索条件"任意字段=ICMLA 2005: 4th International Conference on Machine Learning and Applications"
213 条 记 录,以下是11-20 订阅
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Visual interface for online watching of frequent itemset generation in Apriori and Eclat
Visual interface for online watching of frequent itemset gen...
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4th international conference on machine learning and applications
作者: Mahanti, A Alhajj, R Univ Calgary Dept Comp Sci Calgary AB T2N 1N4 Canada
this paper describes an interactive graphical user interface tool called Visual Apriori that can be used to study two famous frequent itemset generation algorithms, namely, Apriori and Eclat. Understanding the functio... 详细信息
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learning contextual behavior of text data
Learning contextual behavior of text data
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4th international conference on machine learning and applications
作者: Bayrak, C Joshi, H Univ Arkansas Dept Comp Sci Little Rock AR 72204 USA
Understanding contextual behavior is very important in order to develop a context-aware retrieval system. this paper discusses the philosophy behind the development of the "Evolutionary Behavior Of Textual Semant... 详细信息
来源: 评论
Concept of 4th Dimension for Databases  14
Concept of 4th Dimension for Databases
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IEEE 14th international conference on machine learning and applications icmla
作者: Irmak, Erdal Kurtuldu, Omer Gazi Univ Fac Technol Elect & Elect Engn Dept Ankara Turkey Gazi Univ Comp & IT Sci Ankara Turkey
In these days, the data are being more and more important for not only social or commercial aspects but also military and security aspects. therefore, storing the data accurately and accessing it exactly are quite imp... 详细信息
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A System of Systems (SoS) design amplifier
A System of Systems (SoS) design amplifier
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icmla 2005: 4th international conference on machine learning and applications
作者: Rubin, Stuart H. SPAWAR SYSTEMS CENTER 53560 Hull St. San Diego CA 92152-5001 United States
this paper takes a System of Systems (SoS) approach to the realization of machine intelligence. It is a case study pertaining to the symbolic design of a Freon refrigeration device, which is subsequently transformed u... 详细信息
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Fuzzy labeled soft nearest neighbor classification with relevance learning
Fuzzy labeled soft nearest neighbor classification with rele...
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icmla 2005: 4th international conference on machine learning and applications
作者: Villmann, thomas Schleif, Frank-Michael Hammer, Barbara University Leipzig Clinic for Psychotherapy 04107 Leipzig Germany University Leipzig Dept. of Math and C.S. 04109 Leipzig Germany Clausthal University of Technology Dept. of Math and C.S. 38678 Clausthal-Zellerfeld Germany
We extend soft nearest neighbor classification to fuzzy classification with adaptive class labels. the adaptation follows a gradient descent on a cost function. Further, it is applicable for general distance measures,... 详细信息
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Incorporating prior knowledge into Q-learning for drug delivery individualization
Incorporating prior knowledge into Q-learning for drug deliv...
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icmla 2005: 4th international conference on machine learning and applications
作者: Gaweda, Adam E. Muezzinoglu, Mehmet K. Aronoff, George R. Jacobs, Alfred A. Zurada, Jacek M. Brier, Michael E. University of Louisville Louisville KY 40292 United States Department of Veteran Affairs Louisville KY 40206 United States
Individualization of drug delivery in treatment of chronic ailments is a challenge to the physician. Variability of response across patient population requires tailoring the dosing strategies to individual's needs... 详细信息
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A Bayesian kernel for the prediction of neuron properties from binary gene profiles
A Bayesian kernel for the prediction of neuron properties fr...
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4th international conference on machine learning and applications
作者: Fleuret, F Gerstner, W Ecole Polytech Fed Lausanne Lab Computat Neurosci Stn 15 CH-1015 Lausanne Switzerland
Predicting cellular properties from molecular or genetic data is a challenge for bioinformatics and machine learning. In brain slices of neuronal tissue, it has become possible to both measure electro-physiological pr... 详细信息
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TSTMT: Step towards an accurate thai sign translation
TSTMT: Step towards an accurate thai sign translation
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icmla 2005: 4th international conference on machine learning and applications
作者: Ditcharoen, thammanoon Gereone, Nick Naruedomkul, Kanlaya Tipakorn, Bundit Institute for Innovation and Development of Learning Process Mahidol University Bangkok Thailand Department of Computer Science Dalhousie University Halifax Canada Department of Mathematics Mahidol University Bangkok Thailand Department of Computer Engineering King Mongkut's University of Technology Thonburi Bangkok Thailand
We propose thai Sign to thai machine Translation (TSTMT), an alternative approach to machine translation which is used for translating from thai sign language into thai text, TSTMT performs the translation by recogniz... 详细信息
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Intelligent combination of Kernels information for improved classification
Intelligent combination of Kernels information for improved ...
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icmla 2005: 4th international conference on machine learning and applications
作者: Majid, Abdul Khan, Asifullah Mirza, Anwar M. Institute of Engineering Science and Technology Topi-23460 Swabi Pakistan
In this paper, we are proposing a combination scheme of kernels information of Support Vector machines (SVMs) for improved classification task using Genetic Programming. In the scheme, first, the predicted information... 详细信息
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Abduction and induction for learning models of inhibition in metabolic networks
Abduction and induction for learning models of inhibition in...
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4th international conference on machine learning and applications
作者: Tamaddoni-Nezhad, A Chaleil, R Kakas, A Muggleton, S Univ London Imperial Coll Sci Technol & Med Dept Comp London SW7 2AZ England
this paper describes the use of a mixture of abduction and induction for the temporal modelling of the effects of toxins in metabolic networks. Background knowledge is used which describes network topology and functio... 详细信息
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