EHSAN NAZERFARD - Amirkabir University of Technology

Supervised MSc Theses

#

Thesis title

By

Date

1

Transfer Learning For Human Activity Recognition Using Mobile and Wearable Sensors

Mohamadreza Jafaei Rahni & Ehsan Nazerfard

2024 Feb

2

Query Recommendation in Search Engines using Text Embedding and Graph Embedding

Alireza Mazochi & Saeede Momtazi
Other Supervisor: Ehsan Nazerfard

2024 Feb

3

Improving learning on imbalanced dataset using deep learning

Hadi Mohammadi & Ehsan Nazerfard

2023 Sep

4

Visual Self-supervised Learning for Image Object Detection

Shervin Halat & Mohammad Rahmati
Other Supervisor: Ehsan Nazerfard

2023 Feb

5

Employing Deep Reinforcement Learning for Conversational Recommender Systems

Shadi Rashtian & Ehsan Nazerfard

2022 Oct

6

Video violence detection using deep reinforcement learning

Hamid Mohammadi & Ehsan Nazerfard

2022 Oct

7

Improving Training Stability in Deep Reinforcement Learning

Alireza Nadali & Ehsan Nazerfard

2022 Jul

8

Multiview Deep Subspace Clustering based on Graph Learning

Niloofar Mehdizadeh & Ehsan Nazerfard
Other Supervisor: Maryam Amir Mazlaghani

2022 Mar

9

Predicting Patients recovery Process based on medical records using deep learning

Amir Hossein Batouei & Ehsan Nazerfard

2021 Oct

10

image retrieval based on using statistical modeling

Maryam Taheri Golpayegani & Maryam Amir Mazlaghani
Other Supervisor: Ehsan Nazerfard

2021 Oct

11

Improved environmental perception in Autonomous Vehicles using deep neural neworks

Milad Bohlouli & Ehsan Nazerfard

2021 Sep

12

Deep Learning For Human Activity Recognition Using Mobile and Wearable Sensors

Mohammad Tavakkoli & Ehsan Nazerfard
Other Supervisor: Maryam Amir Mazlaghani

2021 Sep

13

Design and implemention of dialogue system between human and chatbot using deep learning

Alireza Farasat Memar & Ehsan Nazerfard
Other Supervisor: Saeede Momtazi

2020 Dec

14

providing a method for link prediction in complex networks

Masoud Malek & Mostafa Haghirchehreghani
Other Supervisor: Ehsan Nazerfard

2020 Jul

15

addressing learning challenge in imbalanced datasets

Rasool Panahi & Ehsan Nazerfard

2020 Jul

16

Routing Optimization in Knowledge-Defined Networking: A Deep Learning Approach

Samira Mokabberi & Mehdi Dehghan Takht Fooladi
Other Supervisor: Ehsan Nazerfard

2020 Jul

17

A an unsupervised method for strategy detection in iterated prisoners dilemma

Saleh Jafarizadeh & Ehsan Nazerfard

2020 Jul

18

Abnormal activity detection for the elderly people in smart homes

Zahra Atashgahy & Ehsan Nazerfard

2019 Sep

19

Cross-subject Transfer Learning in Human Activity Recognition using Generative Adversarial Networks

Elnaz Soleimani & Ehsan Nazerfard

2019 Feb

20

Activity Recognition on Streaming Sensor Data

Parviz Asghari & Ehsan Nazerfard

2018 Feb

21

Predicting Drug-drug Interactions In Physician Prescriptions

Mohammadreza Abdollahi & Ehsan Nazerfard

2016 Oct

22

Human activity recognition in smart environments using self supervised learning

Ardalan Nahavandi Fard & Ehsan Nazerfard

2025 Sep

23

Capsule Network For Activity Recognition Using Mobile And Wearable Sensors

Seyedehkobra Hosseini & Ehsan Nazerfard

2025 Aug

Journal Papers

1

E. Feraydounraad, S. Hosseini, E. Nazerfard, "Distance graph routing capsule network with vote elimination for human activity recognition", Expert Systems With Applications, 2025 May vol. 290, no. , pp.-, 2025.

2

M. Tavakkoli, E. Nazerfard, M. Amir Mazlaghani, "Wavelet-domain human activity recognition utilizing convolutional neural networks", Journal of Ambient Intelligence and Smart Environments, 2023 Nov vol. 16, no. 1, pp.1-14, 2023.

3

M. Haghighi, M. Ashrafi, E. Nazerfard, "A novel fuzzy Bayesian network-based approach for the project time-cost-quality trade-off problem", Aut Journal of Modeling and Simulation, 2023 Feb vol. 54, no. 2, pp.185-196, 2023.

4

H. Mohammadi, E. Nazerfard, "Video violence recognition and localization using a semi-supervised hard attention model", Expert Systems With Applications, 2022 Sep vol. 0, no. 0, pp.1-10, 2022.

5

E. Soleimani, E. Nazerfard, "Cross-Subject Transfer Learning in Human Activity Recognition Systems using Generative Adversarial Networks", Neurocomputing, 2020 Nov vol. 0, no. 0, pp.1-11, 2020.

6

Milad Sadat Mohammadi, Morteza Nazari-heris, E. Nazerfard, M. Abedi, Somayeh Asadi, Houtan Jebelli, "Intelligent Approach for Residential Load Scheduling", Iet Generation Transmission and Distribution, 2020 Sep vol. 14, no. 21, pp.4738-4745, 2020.

7

P. Asghari, E. Soleimani, E. Nazerfard, "Online Human Activity Recognition Employing Hierarchical Hidden Markov Models", Journal of Ambient Intelligence and Humanized Computing, 2019 Jun vol. 11, no. 1, pp.1-12, 2019.

8

E. Nazerfard, "Temporal Features and Relations Discovery of Activities from Sensor Data", Journal of Ambient Intelligence and Humanized Computing, 2018 May vol. 10, no. 1, pp.1-15, 2018.

Taught Courses

#

Course title

Description

Headlines

Date

1

Machine Learning

4051

2

Data Mining

هدف از مبحث داده کاوی، پردازش داده ها و مطالعه الگوریتمهایی است که قادر به کشف دانش از داده ها هستند. معمولا دامنه و داده های مربوط به دامن�

4051

3

Machine Learning

هدف از مبحث یادگیری ماشین، مطالعه الگوریتمهایی ایت که قادر به یادگیری از داده ها و تجربیات هستندو

4051

4

Applied Machine Learning

امروزه یادگیری ماشین در حوزه های مختلف علوم و مهندسی کاربرد فراوان یافته است. هدف این درس آشنایی دانشجویان رشته های مختلف مهندسی با یادگی�

4042

5

Data Mining

هدف از مبحث داده کاوی، پردازش داده ها و مطالعه الگوریتمهایی است که قادر به کشف دانش از داده ها هستند. معمولا دامنه و داده های مربوط به دامن�

4042

6

Data Mining

4041

7

(Machine Learning)

4041

8

Data Mining

4032

9

(Machine Learning)

4032

10

(Applied Machine Learning)

4032