Kurum Yazarı "Yılmazel, Özgür" Scopus İndeksli Yayınlar Koleksiyonu İçin Listeleme
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Bucketed common vector scaling for authorship attribution in heterogeneous web collections: A scaling approach for authorship attribution
Agun, Hayri Volkan; Yılmazel, Özgür (SAGE Publications LTD, 2019)Domain, genre and topic influences on author style adversely affect the performance of authorship attribution (AA) in multi-genre and multi-domain data sets. Although recent approaches to AA tasks focus on suggesting new ... -
A comparison of relational databases and information retrieval libraries on turkish text retrieval
Arslan, Ahmet; Yılmazel, Özgür (2008)The present work covers a comparison of the text retrieval performances of relational databases and IR Systems over a TREC-like test collection for Turkish. The effects of language specific preprocessing and different query ... -
Document Embedding Approach for Efficient Authorship Attribution
Agun, Hayri Volkan; Yılmazel, Özgür (IEEE, 2017)Authorship attribution has been well studied in terms of text classification with many diverse feature sets. However, finding topic independent features is hard and trained models with hand crafted features in one domain ... -
Effects of Language Processing in Turkish Authorship Attribution
Ağun, Hayri Volkan; Yılmazel, Sibel; Yılmazel, Özgür (IEEE, 2017)In this study we present a text categorization approach for stylometric analysis of Turkish documents. To this end we extend traditional features and take advantage of linguistic processing. We experiment with a combination ... -
Guided Navigation Using Query Log Mining through Query Expansion
Yurekli, Burcu; Capan, Gökhan; Yılmazel, Barış; Yılmazel, Özgür (IEEE, 2009)We introduce a method to help people to refine their search queries based on other people's similar queries. We compared two different methods of collaborative filtering on search logs of a popular e-commerce site to do ... -
Joint features regression for Cold-Start Recommendation on VideoLectures.Net
Capan, G.; Yılmazel, Özgür (CEUR-WS, 2011)Recommender systems are popular information filtering systems used in various domains. Cold-start problem is a key challenge in a recommender system. In newitem/existing-user case of the cold-start problem, which is ... -
Not All Software Engineers Can Become Good Data Engineers
Saltz, Jeffrey S.; Yılmazel, Sibel; Yılmazel, Özgür (IEEE, 2016)The amount of data that businesses collect and analyze has been rapidly increasing, which has triggered an increase in big data teams. With the growth of both the number and size of big data teams, specialized roles are ... -
Quality benchmarking relational databases and Lucene in the TREC4 adhoc task environment
Arslan, Ahmet; Yılmazel, Özgür (2010)The present work covers a comparison of the text retrieval qualities of open source relational databases and Lucene, which is a full text search engine library, over English documents. TREC-4 adhoc task is completed to ...