Computational Intelligence
1. A Framework for High-Level Synthesis of VLSI Circuits Using a Modified Moth-Flame Optimization Algorithm

M.R. Esmaeili; S.H. Zahiri; S.M. Razavi

Volume 7, Issue 1 , Winter and Spring 2019, , Pages 95-111

  Background and Objectives: High-level synthesis (HLS) is one of the substantial steps in designing VLSI digital circuits. The primary purpose of HLS is to minimize the digital units used in the system to improve their power, delay, and area.Methods: In the modified MFO algorithm presented in this paper, ...  Read More

Data Mining
2. Clustering a Big Mobility Dataset Using an Automatic Swarm Intelligence-Based Clustering Method

I. Behravan; S.H. Zahiri; S.M. Razavi; R. Trasarti

Volume 6, Issue 2 , Summer and Autumn 2018, , Pages 251-271

  Background and Objectives: Big data referred to huge datasets with high number of objects and high number of dimensions. Mining and extracting big datasets is beyond the capability of conventional data mining algorithms including clustering algorithms, classification algorithms, feature selection methods ...  Read More