Ahmad Nikabadi - Amirkabir University of Technology

Supervised MSc Theses

#

Thesis title

By

Date

1

News multilevel classification and its application on financial areas and stock markets

Ali Bavand & Ahmad Nikabadi

September 2023

2

Face Attributes Editing using Generative Adversarial Networks

Najmeh Mohammadbagheri & Ahmad Nikabadi

March 2023

3

video face recognition using feature aggregation

Zahra Talebi & Ahmad Nikabadi

March 2023

4

Weighting social media users in stock market prediction by sentiment analysis

Zeinab Khalvandi & Ahmad Nikabadi

March 2023

5

Face liveness detection for online authentication

Omid َAhmadieh & Ahmad Nikabadi

February 2023

6

Stock market trend prediction based on financial and news indicators using deep neural networks

Morteza Janatdoust & Ahmad Nikabadi

February 2023

7

Semi-Supervised Video Object Segmentation

Pooria Daneshvar Kakhaki & Ahmad Nikabadi

August 2022

8

improvement of robustness of automatic speaker recognition systems against spoofing attacks

Amir Mohammad Rostami & Ahmad Nikabadi

September 2021

9

An improved CRM for collective activity recognition

Fatemeh Sadat Tabatabaeifar & Ahmad Nikabadi

September 2021

10

visual inertial localization through deep learning

Ali Samadzadeh & Ahmad Nikabadi

April 2021

11

Speaker Diarization of Speech Files using deep Lerarning

Shahrzad Safaei & Ahmad Nikabadi

September 2020

12

A Learning - based approach to anomaly detection on data streams

Elahe Mohammadi Ahmadabadi & Ahmad Nikabadi

February 2020

13

Human Pose Estimation in Video by Probabilistic Graphical Models

Mina Ghadimi Atigh & Ahmad Nikabadi

February 2019

14

Group Activity Recognition in Video using Probabilistic Models

Sina Mokhtarzadeh Azar & Ahmad Nikabadi

February 2019

15

Visual Question Answering

Nafiseh Izadyar & Ahmad Nikabadi

February 2019

16

probabilistic imitation learning for robotic applications

Ali Javadi & Ahmad Nikabadi

July 2018

17

Semantic Segmentation of Urban Scenes using Probabilistic Models

Hamidreza Ramezani & Ahmad Nikabadi

February 2018

18

Describing the content of short videos using an encoder-decoder framework

Rezvan Nazari & Ahmad Nikabadi

February 2018

19

Aspect-based opinion mining using probabilistic models

Mohammadreza Molavi Hajiagha & Ahmad Nikabadi

January 2018

20

Tracking players with Partially Occluded Objects with Layered Graphical Models

Sarah Sheykhi & Ahmad Nikabadi

July 2017

21

Human pose Estimation with Probabilistic Graphical Models

Marjan Moodi & Ahmad Nikabadi

July 2017

22

Simultaneous image Classification And annotation with Topic Model

Seyed Navid Mohammadi Foumani & Ahmad Nikabadi

February 2017

23

Tracking moving objects in multi- camera environments with a probabilistic model

Esmat Rahmani & Ahmad Nikabadi

July 2016

24

Modeling cancer mutations with statistical methods

Arghavan Ansari Alamdari & Ahmad Nikabadi

July 2016

25

Human skin detection in color images using a probabilistic model

Mohamad Mohseni Ahuii & Ahmad Nikabadi

July 2016

26

Object tracking using probabilistic graphical models

Zahra Moradimanesh & Ahmad Nikabadi

February 2015

Books

#

Title

Author(s)

Publisher country

publication date

version

Portal Records

1

Swarm Intelligence Volume 1: Principles, current algorithms and methods

Ahmad Nikabadi, Reza Safabakhsh, Mohammad Mehdi Ebadzadeh

United Kingdom

July 2018

1

Journal Papers

Portal Records

1

Zeinab Ghasemi Naraghi, Ahmad Nikabadi, Reza Safabakhsh, "Towards Reliable Multi-Person Pose Estimation Using Conditional Random Fields", PATTERN RECOGNITION LETTERS, November 2023 Vol. -, Num. 175, Page 59-65, November 2023,

2

Zeinab Ghasemi Naraghi, Ahmad Nikabadi, Reza Safabakhsh, "Multi-Task Learning Using Uncertainty for Realtime Multi-Person Pose Estimation", Journal of Electrical and Computer Engineering Innovations (JECEI), October 2023 Vol. -, Num. 0, Page 147-162, October 2023,

3

Pegah Eslamieh, Mehdi Shajari, Ahmad Nikabadi, "User2Vec: A Novel Representation for the Information of the Social Networks for Stock Market Prediction Using Convolutional and Recurrent Neural Networks", MATHEMATICS, July 2023 Vol. 11, Num. 13, Page 2950-2975, July 2023,

4

Ahmad Nikabadi, Nastaran Moradzadeh Farid, Maryam Saeedi Fard, "Face sketch to photo translation using generative adversarial networks", AUT Journal of Modeling and Simulation, June 2023 Vol. 55, Num. 1, Page 3-3, June 2023,

5

Ali Samadzadeh, Fatemeh Sadat Tabatabaeifar, Ali Javadi, Ahmad Nikabadi, Morteza Haghir Chehreghani, "Convolutional Spiking Neural Networks for Spatio-Temporal Feature Extraction", NEURAL PROCESSING LETTERS, May 2023 Vol. 4, Num. 1, Page 6979-6995, May 2023,

6

Ali Samadzadeh, Ahmad Nikabadi, "SRVIO: Super Robust Visual Inertial Odometry for Dynamic Environments and Challenging Loop-Closure Conditions", IEEE TRANSACTIONS ON ROBOTICS, May 2023 Vol. 39, Num. 4, Page 2878-2891, May 2023,

7

Mitra Alidoosti, Alireza Nowroozi, Ahmad Nikabadi, "Business-layer client-side racer: dynamic security testing of the web application against client-side race condition in the business layer", INTERNATIONAL JOURNAL OF INFORMATION SECURITY, March 2023 Vol. 22, Num. 1, Page 1029-1054, March 2023,

8

Amir Mohammad Rostami, Mohammad Mehdi Homayounpour, Ahmad Nikabadi, "Efficient Attention Branch Network with Combined Loss Function for Automatic Speaker Verification Spoof Detection", CIRCUITS SYSTEMS AND SIGNAL PROCESSING, February 2023 Vol. 42, Num. 1, Page 4252-4270, February 2023,

9

Mohadeseh Ghayekhlou, Ahmad Nikabadi, "CLP-GCN: Confidence and label propagation applied to Graph Convolutional Networks", APPLIED SOFT COMPUTING, January 2023 Vol. 132, Num. 132, Page 109850-109860, January 2023,

10

Zeinab Ghasemi Naraghi, Ahmad Nikabadi, Reza Safabakhsh, "LogSE: An Uncertainty-Based Multi-Task Loss Function for Learning Two Regression Tasks", JOURNAL OF UNIVERSAL COMPUTER SCIENCE, February 2022 Vol. 28, Num. 2, Page 141-159, February 2022,

11

Manijeh Talebi, Ahmad Nikabadi, Baris Majnounian, Ehsan Abdi, Reza Safabakhsh, Nafiseh Izadyar, Andrea Laschi, "Forest road planning to improve tourism accessibility: a comparison of different methods applied in a real case study", Geocarto International, January 2022 Vol. 1, Num. 1, Page 1-16, January 2022,

12

Mitra Alidoosti, Alireza Nowroozi, Ahmad Nikabadi, "Business-Layer Session Puzzling Racer: Dynamic Security Testing against Session Puzzling Race Conditions in the Business Layer", The ISC International Journal of Information Security, January 2022 Vol. 14, Num. 1, Page 83-104, January 2022,

13

Mitra Alidoosti, Alireza Nowroozi, Ahmad Nikabadi, "Semantic web Racer: Dynamic security testing of the web application against race condition in the business layer", EXPERT SYSTEMS WITH APPLICATIONS, January 2022 Vol. 195, Num. 1, Page 1-35, January 2022,

14

Fatemeh Vakhshiteh, Ahmad Nikabadi, Raghavendra Ramachandra, "Adversarial Attacks Against Face Recognition: A Comprehensive Study", IEEE Access-OPEN, June 2021 Vol. 9, Num. 1, Page 92735-92756, June 2021,

15

Shiva Rahimipour, Mehdi Ghatee, S.Mehdi Tashakkori Hashemi, Ahmad Nikabadi, "A hybrid of neuro-fuzzy inference system and hidden Markov Model for activity-based mobility modeling of cellphone users", COMPUTER COMMUNICATIONS, May 2021 Vol. 173, Num. 1, Page 79-94, May 2021,

16

Marzi Heidari, Mehdi Ghatee, Ahmad Nikabadi, Arash Pourhasan Nezhad, "Diverse and Styled Image Captioning Using SVD-Based Mixture of Recurrent Experts", CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, July 2020 Vol. 0, Num. 0, Page 1-11, July 2020,

17

Mitra Alidoosti, Alireza Nowroozi, Ahmad Nikabadi, "BLProM: A black-box approach for detecting business-layer processes in the web applications", Journal of Computing and Security, May 2020 Vol. 6, Num. 2, Page 65-80, May 2020,

18

Mitra Alidoosti, Alireza Nowroozi, Ahmad Nikabadi, "Assessing of Web Application Resiliency against Flooding DoS Attacks in Business Layer", Journal of Electrical Engineering, February 2020 Vol. 49, Num. 4, Page 1757-1767, February 2020,

19

Mitra Alidoosti, Alireza Nowroozi, Ahmad Nikabadi, "Evaluating the web?application resiliency to business?layer DoS attacks", ETRI JOURNAL, January 2020 Vol. 0, Num. 0, Page 1-13, January 2020,

20

Seyed Navid Mohammadi Foumani, Ahmad Nikabadi, "A probabilistic topic model using deep visual word representation for simultaneous image classification and annotation", JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, February 2019 Vol. 59, Num. 1, Page 195-203, February 2019,

21

Fatemeh Vakhshiteh, Farshad Almasganj, Ahmad Nikabadi, "LIP-READING VIA DEEP NEURAL NETWORKS USING HYBRID VISUAL FEATURES", Image Analysis & Stereology, May 2018 Vol. 37, Num. 2, Page 159-171, May 2018,

22

Javadrafiei-Asl, Ahmad Nikabadi, "TSAKE: A topical and structural automatic keyphrase extractor", APPLIED SOFT COMPUTING, May 2017 Vol. 58, Num. 0, Page 620-630, May 2017,

23

Seyed Navid Mohammadi Foumani, Ahmad Nikabadi, "Simultaneous image classification and annotation using probabilistic topic models and LLC visual word coding", The CSI Journal on Computer Science and Engineering(JCSE), March 2017 Vol. 14, Num. 2, Page 1-11, March 2017,

Conference Papers

Portal Records

1

Zahra Talebi, Ahmad Nikabadi, "Regenerative Neural Aggregation Network for Video Face Recognition ", 28th International Computer Conference, January 2023

2

Mohammadreza Molavi Hajiagha, Ahmad Nikabadi, "Aspect based sentiment analysis using probabilistic topic models and sentiment knowledge of embedded words ", CSICC 2018, February 2018

3

Rezvan Nazari, Ahmad Nikabadi, "Describing the content of short videos using semantic features ", CSICC 2018, February 2018

4

Ahmad Nikabadi, Mohamad Hosein Danesh, Mahsa Hasheminejad, "Improving multi-camera human tracking using appearance features ", CSICC 2018, February 2018

5

Seyed Navid Mohammadi Foumani, Ahmad Nikabadi, "Image classification and annotation using probabilistic topic models with weighted inputs ", CSICC 2017, March 2017

6

Esmat Rahmani, Ahmad Nikabadi, "A novel activity graph for object tracking in multi-camera environments using probabilistic models ", 6th joint Conference on Artificial Intelligence & Robotics, April 2016

Taught Courses

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Course title

Description

Headlines

Date

1

(Probabilistic Graphical Models)

introducing the probability basis, structure, learning and inference in probabilistic graphical models

Spring 2024

2

Information Retrieval

Introducing information retrieval systems and their essential components

Spring 2024

3

Information Retrieval

Introducing information retrieval systems and their essential components

Fall 2023

4

(Foundations of Statistical Learning)

This course provides an introduction to the probability and statistical models and methods used in statistical machine learning

Fall 2023

5

Information Retrieval

Introducing information retrieval systems and their essential components

Spring 2023

6

(Probabilistic Graphical Models)

introducing the probability basis, structure, learning and inference in probabilistic graphical models

Spring 2023

7

Information Retrieval

Introducing information retrieval systems and their essential components

Fall 2022

8

(Foundations of Statistical Learning)

This course provides an introduction to the probability and statistical models and methods used in statistical machine learning

Fall 2022