Konu "Machine learning" için listeleme
Toplam kayıt 25, listelenen: 21-25
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A robust Gradient boosting model based on SMOTE and NEAR MISS methods for intrusion detection in imbalanced data sets
(Işık Üniversitesi, 2022-01-18)Novel technologies cause many security vulnerabilities and zero-day attack risks. Intrusion Detection Systems (IDS) are developed to protect computer networks from threats and attacks. Many challenging problems need to be ... -
Rule based entity-relationship diagram modelling
(Işık Üniversitesi, 2022-02-07)Modern society needs to use database system since they involve many activities that are related to database interaction directly. In this study, entity-relationship modeling using Natural Language Processing techniques is ... -
Supervised decision making in forex investment using ML and DL classification methods
(Işık Üniversitesi, 2023-07-20)The suggested trading system offers an approach that takes into account the complexity and high trading volume of the foreign exchange (FX0) market. Its main objective is to address the challenges faced by traders in the ... -
VC-dimension of univariate decision trees
(IEEE-INST Electrical Electronics Engineers Inc, 2015-02-25)In this paper, we give and prove the lower bounds of the Vapnik-Chervonenkis (VC)-dimension of the univariate decision tree hypothesis class. The VC-dimension of the univariate decision tree depends on the VC-dimension ... -
Word sense disambiguation, named entity recognition, and shallow parsing tasks for Turkish
(Işık Üniversitesi, 2019-04-02)People interactions are based on sentences. The process of understanding sentences is thru converging, parsing the words and making sense of words. The ultimate goal of Natural Language Processing is to understand the ...