Data Mining Aplications in Livestock
Data mining provides discovering the required and applicable knowledge from very large amounts of information collected in one centre. Data mining has been used in the information industry and society. Although many methods of data mining has been used, these techniques has been remarkable in anim...
| Main Authors: | , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Siirt University
2016-03-01
|
| Series: | Türkiye Tarımsal Araştırmalar Dergisi |
| Subjects: | |
| Online Access: | http://dergipark.gov.tr/tutad/issue/26715/281010 |
| _version_ | 1797922657243496448 |
|---|---|
| author | Feyza ALEV ÇETİN Nazire MİKAİL |
| author_facet | Feyza ALEV ÇETİN Nazire MİKAİL |
| author_sort | Feyza ALEV ÇETİN |
| collection | DOAJ |
| description | Data mining provides discovering the required and applicable knowledge from very large amounts of information
collected in one centre. Data mining has been used in the information industry and society. Although many methods of data
mining has been used, these techniques has been remarkable in animal husbandry in recent years. For the solution of
complex problems in animal husbandry many methods were discussed and developed. Brief information on data mining
techniques such as k-means approach, k-nearest neighbor approach, multivariate adaptive regression function (MARS),
naive Bayesian classifiers (NBC), artificial neural networks (ANN), support vector machines (SVM), decision trees are
given in the study. Some data mining methods are presented and examples of the application of data mining in the field of
animal husbandry in the world are provided with this study. |
| first_indexed | 2024-04-10T14:35:55Z |
| format | Article |
| id | doaj.art-582cb71b74de443c8700da1f36d673a3 |
| institution | Directory Open Access Journal |
| issn | 2148-2306 2528-858X |
| language | English |
| last_indexed | 2024-04-10T14:35:55Z |
| publishDate | 2016-03-01 |
| publisher | Siirt University |
| record_format | Article |
| series | Türkiye Tarımsal Araştırmalar Dergisi |
| spelling | doaj.art-582cb71b74de443c8700da1f36d673a32023-02-15T16:08:35ZengSiirt UniversityTürkiye Tarımsal Araştırmalar Dergisi2148-23062528-858X2016-03-0131798810.19159/tutad.30179Data Mining Aplications in LivestockFeyza ALEV ÇETİN0Nazire MİKAİL1Siirt Üniversitesi, Ziraat Fakültesi, Zootekni Bölümü, Siirt, TÜRKİYESiirt Üniversitesi, Ziraat Fakültesi, Zootekni Bölümü, Siirt, TÜRKİYEData mining provides discovering the required and applicable knowledge from very large amounts of information collected in one centre. Data mining has been used in the information industry and society. Although many methods of data mining has been used, these techniques has been remarkable in animal husbandry in recent years. For the solution of complex problems in animal husbandry many methods were discussed and developed. Brief information on data mining techniques such as k-means approach, k-nearest neighbor approach, multivariate adaptive regression function (MARS), naive Bayesian classifiers (NBC), artificial neural networks (ANN), support vector machines (SVM), decision trees are given in the study. Some data mining methods are presented and examples of the application of data mining in the field of animal husbandry in the world are provided with this study.http://dergipark.gov.tr/tutad/issue/26715/281010Livestockdata miningartificial neural networkssupport vector machinesdecision trees |
| spellingShingle | Feyza ALEV ÇETİN Nazire MİKAİL Data Mining Aplications in Livestock Türkiye Tarımsal Araştırmalar Dergisi Livestock data mining artificial neural networks support vector machines decision trees |
| title | Data Mining Aplications in Livestock |
| title_full | Data Mining Aplications in Livestock |
| title_fullStr | Data Mining Aplications in Livestock |
| title_full_unstemmed | Data Mining Aplications in Livestock |
| title_short | Data Mining Aplications in Livestock |
| title_sort | data mining aplications in livestock |
| topic | Livestock data mining artificial neural networks support vector machines decision trees |
| url | http://dergipark.gov.tr/tutad/issue/26715/281010 |
| work_keys_str_mv | AT feyzaalevcetin dataminingaplicationsinlivestock AT naziremikail dataminingaplicationsinlivestock |