Pattern Analysis and Intelligent Systems
Scalable Fuzzy Decision Tree Induction Using Fast Data Partitioning and Incremental Approach for Large Dataset

Somayeh Lotfi; Mohammad Ghasemzadeh; Mehran Mohsenzadeh; Mitra Mirzarezaee

Volume 7, Issue 1 , February 2021, , Pages 55-66

  The decision tree is one of the popular methods for learning and reasoning through recursive partitioning of data space. To choose the best attribute in the case on numerical features, partitioning criteria should be calculated for individual values or the value range of each attribute should be divided ...  Read More

Computer Networks and Distributed Systems
E2DR: Energy Efficient Data Replication in Data Grid

Kobra Bagheri; Mehran Mohsenzadeh

Volume 2, Issue 3 , August 2016, , Pages 27-34

  Abstract— Data grids are an important branch of gird computing which provide mechanisms for the management of large volumes of distributed data. Energy efficiency has recently emerged as a hot topic in large distributed systems. The development of computing systems is traditionally focused on performance ...  Read More

An Improved Semantic Schema Matching Approach

Zahra Sheikhnajdy; Mehran Mohsenzadeh; Mashalah Abbasi Dezfuli

Volume 1, Issue 1 , February 2015, , Pages 29-36

  Schema matching is a critical step in many applications, such as data warehouse loading, Online Analytical Process (OLAP), Data mining, semantic web [2] and schema integration. This task is defined for finding the semantic correspondences between elements of two schemas. Recently, schema matching has ...  Read More