Decision-making enhancement in a big data environment: application of the k-means algorithm to mixed data

O Koren, CA Hallin, N Perel, D Bendet - Journal of Artificial Intelligence …, 2019 - infona.pl
Big data research has become an important discipline in information systems research.
However, the flood of data being generated on the Internet is increasingly unstructured and …

Enhancement of the k-means algorithm for mixed data in big data platforms

O Koren, CA Hallin, N Perel, D Bendet - Intelligent Systems and …, 2019 - Springer
Big data research has emerged as an important discipline in information systems research
and management. Yet, while the torrent of data being generated on the Internet is …

The impact of distributed data in big data platforms on organizations

O Koren, M Binyaminov, N Perel - Proceedings of the Future Technologies …, 2019 - Springer
Big data is an established platform used worldwide by many organizations for exploring and
analyzing business inputs in order to reach better understanding and capabilities. Our …

Big data block impact within big data environment

R Ziv, O Koren, N Perel - International Journal of Information …, 2023 - inderscienceonline.com
Handling data is becoming more and more complex. A higher velocity of data is created as
more people have access to data generating devices such as computers, mobile phones …

The Impact of Merged Data in Big Data Platform: A Case Study

O Koren, N Perel, M Koren - … on 25th International Joint Conference on …, 2020 - Springer
Handling big data is a challenging task, which, in some cases, may raise performance
issues. How data are collected and stored has a high impact on performance, when, for …