5 citations · 5 across the 1 of their papers we have counts for
7 papers
Classification of Scientific Papers With Big Data Technologies
Selen Gurbuz, Galip Aydin
Data sizes that cannot be processed by conventional data storage and analysis systems are named as Big Data.It also refers to nex technologies developed to store, process and analy…
Distributed Readability Analysis Of Turkish Elementary School Textbooks
Betul Karakus, Ibrahim Riza Hallac, Galip Aydin
The readability assessment deals with estimating the level of difficulty in reading texts.Many readability tests, which do not indicate execution efficiency, have been applied on s…
Distributed NLP
Galip Aydin, Ibrahim Riza Hallac
In this paper we present the performance of parallel text processing with Map Reduce on a cloud platform. Scientific papers in Turkish language are processed using Zemberek NLP lib…
Running genetic algorithms on Hadoop for solving high dimensional optimization problems
Güngör Yildirim, İbrahim R Hallac, Galip Aydin +1
Hadoop is a popular MapReduce framework for developing parallel applications in distributed environments. Several advantages of MapReduce such as programming ease and ability to us…
Document Classification Using Distributed Machine Learning
Galip Aydin, Ibrahim Riza Hallac
In this paper, we investigate the performance and success rates of Naïve Bayes Classification Algorithm for automatic classification of Turkish news into predetermined categories l…
Distributed Log Analysis on the Cloud Using MapReduce
Galip Aydin, Ibrahim Riza Hallac
In this paper we describe our work on designing a web based, distributed data analysis system based on the popular MapReduce framework deployed on a small cloud; developed specific…