Classification of Clients on the basis of Modifying Case-based Reasoning Algorithms
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216275%3A25410%2F18%3A39911903" target="_blank" >RIV/00216275:25410/18:39911903 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1007/978-3-319-67792-7_31" target="_blank" >http://dx.doi.org/10.1007/978-3-319-67792-7_31</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-319-67792-7_31" target="_blank" >10.1007/978-3-319-67792-7_31</a>
Alternative languages
Result language
angličtina
Original language name
Classification of Clients on the basis of Modifying Case-based Reasoning Algorithms
Original language description
This article deals with client’s classification possibilities for trade companies. One of the options for dealing with classification is to use Case-based Reasoning method. The proposed modified algorithm clears cases base, it eliminates invalid data and out-dated data from the time point of view. Hill-climbing algorithm is used for this. Classification results achieved by means of modified algorithm are compared with other classification methods such as Neuron Networks, Top Down Induction Decision Trees and Logistic Regression.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
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Continuities
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2018
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Man-Machine Interactions 5. ICMMI 2017
ISBN
978-3-319-67791-0
ISSN
2194-5357
e-ISSN
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Number of pages
9
Pages from-to
311-319
Publisher name
Springer International Publishing AG
Place of publication
Cham
Event location
Krakov
Event date
Oct 3, 2017
Type of event by nationality
EUR - Evropská akce
UT code for WoS article
000468066000031