Yazar "Kilimci, Zeynep Hilal" için Bildiri Koleksiyonu listeleme
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The analysis of text categorization represented with word embeddings using homogeneous classifiers
Kilimci, Zeynep Hilal; Akyokuş, Selim (Institute of Electrical and Electronics Engineers Inc., 2019)Text data mining is the process of extracting and analyzing valuable information from text. A text data mining process generally consists of lexical and syntax analysis of input text data, the removal of non-informative ... -
The evaluation of word embedding models and deep learning algorithms for Turkish text classification
Kilimci, Zeynep Hilal; Akyokuş, Selim (IEEE (Institute of Electrical and Electronics Engineers), 2019)The use of word embedding models and deep learning algorithms are currently the most common and popular trends to enhance the overall performance of a text classification/categorization system. Word embedding models are ... -
Sentiment analysis based churn prediction in mobile games using word embedding models and deep learning algorithms
Kilimci, Zeynep Hilal; Yörük, Hasan; Akyokuş, Selim (Institute of Electrical and Electronics Engineers Inc., 2020)Customer churn is one of the most important problems for many industries, including banking, telecommunications, and gaming. In the gaming market, it is observed that the demand on game applications rises with the usage ...