ZAHED RAHMATI - Amirkabir University of Technology

Educational Records

#

Degree/Major

University

City

Country

Graduation Date

1

Bachelor of science

University of Isfahan

Isfahan

Iran

2007

2

Master of Science

Sharif University of Technology

Tehran

Iran

2010

3

Doctor of Philosophy - PhD

University of Victoria

Victoria, BC

Canada

2014

4

Postdoctoral Researcher

University of Waterloo

Waterloo, ON

Canada

2016

Research Interests

#

Title

Start date

1

Algorithms

2010

2

Computational Geometry

2010

3

Graph Machine Learning

2022

4

Knowledge Graphs

2022

Supervised PhD Theses

#

Thesis title

By

Date

1

Predicting the Activation of Dust Sources based on Geoinformatics Data using Machine Learning

MARYAM SANISALES

2026 Jan

Supervised MSc Theses

#

Thesis title

By

Date

1

Safe ML Applied On Time Series Interpretation Through Statistical Distance

SIAVASH TONY
Other Supervisor: SAEED SHIRY GHIDARY

2024 Nov

2

Surface Mesh Reconstruction of Hippocampus from MR images using Graph Neural Networks

MOHAMMAD HAFEZ JAMSHIDI

2024 Jul

3

A better Approximation For Bounded-angle Spanning tree

SHIMA SHIUEY LANGAROUDI

2024 Feb

4

Review Classification using Graph Neural Networks

ASAL KHOSRAVI

2024 Feb

5

Reverse Nearest Neighbor Search on Road Networks

MINA OMRANI

2024 Feb

6

Job Recommender System Using Natural Language Processing Techniques & Collaborative Filtering

SINA ZAMANI & Mohammad Akbari
Other Supervisor:

2024 Feb

7

Transfer Learning in Automatic Persian Speech Recognition for Voice Assistants

MOHAMMAD TAHMASEBI & Mohammad Akbari
Other Supervisor:

2024 Feb

8

Style and theme-conditioned Persian poetry generation

KOSAR RIVANDI
Other Supervisor: Amin Gheibi

2023 Oct

9

Drug-Drug Interaction Prediction using Graph Machine learning Learning

DARIUSH KAZEMI

2023 Oct

10

Uniform stability of Adam algorithm and its effect on generalization error of neural networks

MOHAMMAD LASHKARI
Other Supervisor: Amin Gheibi

2023 Sep

11

Review Classification using Deep Learning

FATEMEH GHOLAMI

2023 Jun

12

Persian Natural Language Inference using deep lerning

ALI NOSRATI NIKOO

2023 Mar

13

Traffic forecasting using deep graph-based methods

SEYED MOHAMMAD MOGHADAS & Amin Gheibi
Other Supervisor:

2023 Jan

14

Quality Metrics in Drawing Graphs

MOHAMMAD AKBARIZADEH

2022 Feb

15

Large graphs sampling problem via VC-dimension theory

ZAHRA ANVARI

2022 Feb

16

Stack-queue layout of planar graphs

SEPEHR MORADI

2020 Oct

17

the edge-length ratio of planar graphs

ZAHRA SABAEI
Other Supervisor: Farzad Didehvar

2020 Sep

18

Interactive Visualization of Large Graphs

BARDIA HAMEDMOHSENI

2020 Feb

19

Drawing graphs with right angle crossings

FATEME ALSADAT EMAMI

2020 Feb

20

Computability on finite state machines

ANOUSH SIAHKAR & Farzad Didehvar
Other Supervisor:

2019 Mar

21

Driving incident managment using IOTdata fusion

SEYED SEPANTA MONTAZERI & MEHDI GHATEE
Other Supervisor:

2018 Oct

22

Amobile based decision support system for incident management

AHMAD AZARBONYAD & MEHDI GHATEE
Other Supervisor:

2018 Oct

23

Clustering of Moving points

MAJID REZAPOUR

2018 Jul

24

Identification of Cross-Species Functional Similarities in Protein-Protein Interaction Networks Using Graph Machine Learning

MAHSIMA MADANIPOUR

2026 May

25

Explaining Deep Models in Healthcare Data

FATEMEH SHIRI
Other Supervisor: Mohammad Akbari

2026 Jul

26

Portfolio Optimization using Graph Machine Learning

MOHAMMAD MAHDI HAJI ABBASI
Other Supervisor: Mostafa Abbaszadeh

2025 Sep

27

Anomaly detection in oil wells data based on deep learning models

ALIREZA VAHDANI BOJNORDI & MEHDI GHATEE
Other Supervisor:

2025 Mar

28

Emotional Text-to-Speech for Persian Language

HAMED OTAADI

2025 Feb

29

Creating feature dependent counterfactual explanations

SOOROUSH RIAZI & Mohammad Akbari
Other Supervisor:

2025 Apr

Journal Papers

1

M.M. Haji Abbasi, Z. Rahmati, M. Abbaszadeh, "Graph centrality and deep learning for enhanced portfolio management", Egyptian Informatics Journal, 2025 Dec vol. 32, no. 100858, pp.1-12, 2025.

2

M. Sanisales, Z. Rahmati, Ali Darvishi Boloorani, "Dust emission forecasting using time series spatial data and machine learning algorithms", Aeolian Research, 2025 Nov vol. 74, no. 101011, pp.1-17, 2025.

3

A. Vefghi, Z. Rahmati, M. Akbari, "Drug-Target Interaction/Affinity Prediction: Deep Learning Models and Advances Review", Computers In Biology and Medicine, 2025 Jul vol. 196, no. , pp.110438-, 2025.

4

A. Khosravi, Z. Rahmati, A. Vefghi, "Relational Graph Convolutional Networks for Sentiment Analysis", Computational Methods For Differential Equations, 2025 May vol. , no. , pp.-, 2025.

5

M. Bahrami, D. Kiani, Z. Rahmati, "An Efficient Algorithm to Compute Dot Product Dimension of Some Outerplanar Graphs", International Journal of Foundations of Computer Science, 2024 Sep vol. 1, no. 36, pp.1-16, 2024.

6

F. Gholami, Z. Rahmati, A. Mofidi, M. Abbaszadeh, "On Enhancement of Text Classification and Analysis of Text Emotions Using Graph Machine Learning and Ensemble Learning Methods on Non-English Datasets", Algorithms, 2023 Oct vol. 16, no. 10, pp.470-484, 2023.

7

B. Hamedmohseni, Z. Rahmati, Debajyoti Mondal, "Emanation Graph: A Plane Geometric Spanner with Steiner Points", Graphs and Combinatorics, 2023 Mar vol. 39, no. 2, , 2023.

8

S. Moradi, Z. Rahmati, "Graph Layout: Converting 1-Stack Layout to 2-Queue Layout", Journal of New Researches In Mathematics, 2022 Oct vol. 8, no. 38, pp.171-186, 2022.

9

Z. Rahmati, "Approximate k-Nearest Neighbor Graph on Moving Points", Transactions On Combinatorics, 2022 Feb vol. 12, no. 1, pp.1-8, 2022.

10

Z. Rahmati, Mohammad Tanhaei, "Ensuring software maintainability at software architecture level using architectural patterns", .Aut Journal of Mathematics and Computing, 2021 Feb vol. 2, no. 1, pp.81-102, 2021.

11

Z. Rahmati, S. Farahzad, Ali Rahmati, "Counting closed billiard paths", .Aut Journal of Mathematics and Computing, 2020 Sep vol. 1, no. 2, pp.171-177, 2020.

12

Z. Rahmati, F.A. Emami, "RAC drawings in subcubic area", Information Processing Letters, 2020 Mar vol. 159, no. 160, pp.105945-105951, 2020.

13

B. Hamedmohseni, Z. Rahmati, Debajyoti Mondal, "Simplified Emanation Graphs: A Sparse Plane Spanner with Steiner Points", Lecture Notes In Computer Science, 2020 Jan vol. 12011, no. 1, pp.607-616, 2020.

14

Z. Rahmati, Mohammad Ali Abam, Valerie King, Sue Whitesides, "Kinetic k-Semi-Yao graph and its applications", Computational Geometry-Theory and Applications, 2019 Mar vol. 77, no. 0, pp.10-26, 2019.

15

Z. Rahmati, Timothy M. Chan, "An improved approximation algorithm for the discrete Frchet distance", Information Processing Letters, 2018 Jun vol. 138, no. 0, pp.72-74, 2018.

16

Z. Rahmati, Timothy M. Chan, "A Clustering-Based Approach to Kinetic Closest Pair", Algorithmica, 2017 Jun vol. 80, no. 10, pp.2742-2756, 2017.

17

Timothy Chan, Z. Rahmati, "Approximating the minimum closest pair distance and nearest neighbor distances of linearly moving points", Computational Geometry-Theory and Applications, 2017 Jan vol. 60, no. 1, pp.2-7, 2017.

Taught Courses

#

Course title

Description

Headlines

Date

1

Design & Analysis of Algorithms

4051

2

Data Structures & Algorithms

4051

3

Computer Geometrical Design

4042

4

Introduction to Computer & Programming

4041

5

Introduction to Computer & Programming

4041

6

Design & Analysis of Algorithms

4032

7

Introduction to Computer & Programming

4032