مصطفی حقیر چهرقانی - دانشگاه صنعتی امیرکبیر

Mostafa Haghirchehreghani, "Dynamical algorithms for data mining and machine learning over dynamic graphs", Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery, Vol. 0, Num. 0, Page 1-19, November 2020,

Morteza Haghir Chehreghani, Mostafa Haghirchehreghani, "Learning representations from dendrograms", MACHINE LEARNING, Vol. 109, Num. 9, Page 1779-1802, August 2020,

Mostafa Haghirchehreghani, Talel Abdessalem, Albert Bifet, Meriem Bouzbila, "Sampling informative patterns from large single networks", FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, Vol. 106, Num. 0, Page 653-658, January 2020,

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توصیف درس

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دوره درسی

Discrete Mathematics

In this course, topics of Discrete Mathematics that are widely used in different areas of computer engineering, are presented and discussed. In particular, this course aims to improve reasoning and problem solving abilities of the students and famili

Fall 2020

Special Topics (Algorithms for Complex Networks)

The objective of this course is to familiarize students with techniques of analyzing and processing complex networks. In this course, we theoretically and empirically investigate different types of complex networks. Furthermore, we study topics such

Fall 2020

Advanced Topics (Big Data Analytics)

Analyzing the data that are generated with high velocity, variety and volume, is not possible with traditional techniques. The objective of this course is to familiarize students with advanced theories and algorithms that have been recently proposed

Spring 2020

Special Topics (Applied Linear Algebra)

In this course, those topics of linear algebra that are widely used in different areas of computer engineering, are presented and discussed. In particular, we familiarize students with linear equations, matrix algebra, deteminants, vector spaces, eig

Spring 2020

Special Topics (Algorithms for Complex Networks)

Fall 2019

Special Topics (Applied Linear Algebra)

Fall 2019