SAEEDE MOMTAZI - Amirkabir University of Technology

Supervised PhD Theses

#

Thesis title

By

Date

1

Improving Semantic Information Retrieval Using Smoothing in Deep Neural Network

Zahra Pourbahman & Saeede Momtazi

October 2023

Supervised MSc Theses

#

Thesis title

By

Date

1

Query Recommendation in Search Engines using Text Embedding and Graph Embedding

Alireza Mazochi & Saeede Momtazi

February 2024

2

Response Generation in Task-based Dialogue Systems with Limited Training Data

Mohammadreza Ghofrani & Saeede Momtazi

February 2024

3

Design and development of a cross-ligual chatbot using Deep neural Networks

Wajiha Syed & Saeede Momtazi

October 2023

4

Detecting Unanswerable Questions in Machine Reading Comprehension Based Question Answering Systems

Kasra Darvishi & Saeede Momtazi

September 2023

5

Hate speech detection in text with deep neural networks approach

Ali Azizi & Saeede Momtazi

August 2023

6

Joint Intent Detection and Slot Filling using Deep Learning

Reza Zadkamali & Saeede Momtazi

July 2023

7

Sentiment analysis in Persian texts using information at entity and phrasal level

Bahman Bahmani & Saeede Momtazi

October 2022

8

Abstractive Text Summarization using Generative Adversarial Networks

Mohammad Reza Azizi & Saeede Momtazi

October 2022

9

Question Answering Over Knowledge Graphs using deep neural graph representation

Farhad Shirmardi Maryam Abadi & Saeede Momtazi

May 2022

10

Sentimental Influence Maximization in social network

Milad Mohammad Rezaei & Saeede Momtazi

October 2021

11

Influence Maximization in complex Networks Using Multi-Objective Optimization Methods

Aliakbar Badri & Saeede Momtazi

September 2021

12

Event Detection in social media with deep learning

Arya Hadizadeh Moghaddam & Saeede Momtazi

April 2021

13

Legal question answering with deep learning

Maryamalsadat Mousavian & Saeede Momtazi

April 2021

14

Text-based Question Answering with Deep Attention-based Neural Networks

Zahra Abbasiyantaeb & Saeede Momtazi

February 2021

15

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

Alireza Farasat Memar & Saeede Momtazi

December 2020

16

Developing a dialogue system for human robot interaction

Elmira Sarrafi & Saeede Momtazi

June 2020

17

Expert Finding in Community Question-Answering

Negin Ghasemitaheri & Saeede Momtazi

December 2019

18

Proposing a Method for Credit Card Fraud Detection

Javad Forough & Saeede Momtazi

November 2019

19

Domain Adaptation in Opinion Mining with Deep Transfer Learning

Ali Asghar Taghizadeh & Saeede Momtazi

September 2019

20

Desing and Implementation of Recommender Systems Using Related Text

Parisa Abolfath Beygi Dezfouli & Saeede Momtazi

July 2019

21

Product Aspect Extraction from Customer Reviews

Homaion Heidarzadeh & Saeede Momtazi

February 2019

22

Answer Summarization in Community Question Answering

Ramin Fatourechi & Saeede Momtazi

February 2019

23

Question answering over Knowledge-graph using a deep learning approach

Mohammad Amin Abolghasemi & Saeede Momtazi

February 2019

24

PERSIAN Word Sense Disambiguation Using Active Learing

Narges Feshang & Saeede Momtazi

September 2018

25

automatic question answering in the herbal medicine domain

Mahsa Jafari Parsa & Saeede Momtazi

March 2018

26

named entity recognition in persian text using a deep learning - based feature fusion approach

Farzaneh Torabi & Saeede Momtazi

September 2017

27

transforming natural language questions to knowledge graph queries

Maryam Hajiloo & Saeede Momtazi

September 2017

Books

#

Title

Author(s)

Publisher country

publication date

version

Portal Records

1

Question Answering over Text and Knowledge Base

Saeede Momtazi, Zahra Abbasiyantaeb

Netherlands

November 2022

1

Journal Papers

Portal Records

1

Niloofar Ranjbar, Saeede Momtazi, Mohammad Mehdi Homayounpour, "Explaining recommendation system using counterfactual textual explanations", MACHINE LEARNING, September 2023 Vol. -, Num. 0, Page 0-0, September 2023,

2

Parsa Kavehzadeh, Mohammad Mahdi Abdollah Pour, Saeede Momtazi, "Deep Transformer-based Representation for Text Chunking", Journal of Information and Telecommunication, September 2023 Vol. 43, Num. 11, Page 0-0, September 2023,

3

Arya Hadizadeh Moghaddam, Saeede Momtazi, "A semantic modular framework for events topic modeling in social media.", MULTIMEDIA TOOLS AND APPLICATIONS, June 2023 Vol. -, Num. 0, Page 0-0, June 2023,

4

Mohammadreza Samadi, Saeede Momtazi, "Fake news detection: deep semantic representation with enhanced feature engineering", INTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS, March 2023 Vol. -, Num. 0, Page 0-0, March 2023,

5

Alireza Mazochi, Sara Bourbour, Mohammadreza Ghofrani, Saeede Momtazi, "Persian Address Geocoding: an LALR Parsing and Dynamic Programming Approach", Journal of Artificial Intelligence and Data Mining, March 2023 Vol. 11, Num. 2, Page 291-302, March 2023,

6

Zahra Pourbahman, Saeede Momtazi, Alireza Bagheri, "Deep neural ranking model using distributed smoothing", EXPERT SYSTEMS WITH APPLICATIONS, March 2023 Vol. 224, Num. 224, Page 1-12, March 2023,

7

Kasra Darvishi, Newsha Shahbodaghkhan, Zahra Abbasiyantaeb, Saeede Momtazi, "PQuAD: A Persian question answering dataset", COMPUTER SPEECH AND LANGUAGE, January 2023 Vol. 80, Num. 0, Page 0-0, January 2023,

8

Sepehr Asgarian, Rouzbeh Ghasemi, Saeede Momtazi, "Generative Adversarial Network for Sentiment-based Stock Prediction", CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, November 2022 Vol. 35, Num. 2, Page 0-0, November 2022,

9

Zahra Naseri, Saeede Momtazi, "A two-stage deep neural model with capsule network for personality identification", Digital Scholarship in the Humanities, September 2022 Vol. -, Num. 0, Page 0-0, September 2022,

10

Mohsen Fazaeli, Saeede Momtazi, "Node classifications with DjCaNE: Disjoint content and network embedding", JOURNAL OF INFORMATION SCIENCE, August 2022 Vol. -, Num. 0, Page 0-0, August 2022,

11

Zahra Abbasiyantaeb, Saeede Momtazi, "Entity-aware answer sentence selection for question answering with transformer-based language models", JOURNAL OF INTELLIGENT INFORMATION SYSTEMS, July 2022 Vol. -, Num. 0, Page 0-0, July 2022,

12

Mohammad Mahdi Abdollah Pour, Saeede Momtazi, "Comparative study of text representation and learning for Persian named entity recognition", ETRI JOURNAL, June 2022 Vol. 44, Num. 5, Page 0-0, June 2022,

13

Mohammadreza Samadi, Saeede Momtazi, "Multichannel convolutional neural networks for detecting COVID-19 fake news", Digital Scholarship in the Humanities, May 2022 Vol. -, Num. 0, Page 0-0, May 2022,

14

Mohsen Fazaeli, Saeede Momtazi, "GuidedWalk: Graph embedding with semi-supervised random walk", WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS, February 2022 Vol. -, Num. 0, Page 0-0, February 2022,

15

, Saeede Momtazi, Mohd Hairul Nizam Bin Md Nasir, "Impact of Electronic Word-of-Mouth (eWOM) on Travellers’ Green Hotel Booking Intentions and Policymaking", Journal of Information Processing and Management, February 2022 Vol. 38, Num. 2, Page 81-103, February 2022,

16

Parsa Kavehzadeh, Mohammad Mahdi Abdollah Pour, Saeede Momtazi, "A Transformer-based Approach for Persian Text Chunking", Journal of Artificial Intelligence and Data Mining, February 2022 Vol. 10, Num. 3, Page 373-383, February 2022,

17

Mohammadreza Samadi, Maryamalsadat Mousavian, Saeede Momtazi, "Deep contextualized text representation and learning for fake news detection", INFORMATION PROCESSING & MANAGEMENT, October 2021 Vol. 58, Num. 6, Page 0-0, October 2021,

18

Farhad Shirmardi Maryam Abadi, Hadi Hosseini, Saeede Momtazi, "FarsWikiKG: an Automatically Constructed Knowledge Graph for Persian", International Journal on Web Research (IJWR), September 2021 Vol. 4, Num. 2, Page 25-30, September 2021,

19

Javad Forough, Saeede Momtazi, "Sequential credit card fraud detection: A joint deep neural network and probabilistic graphical model approach", EXPERT SYSTEMS, August 2021 Vol. -, Num. 0, Page 0-0, August 2021,

20

Mohammadreza Samadi, Maryamalsadat Mousavian, Saeede Momtazi, "Persian Fake News Detection: Neural Representation and Classification at Word and Text Levels", ACM Transactions on Asian and Low-Resource Language Information Processing, June 2021 Vol. -, Num. 0, Page 0-0, June 2021,

21

Zahra Abbasiyantaeb, Saeede Momtazi, "Text-based Question Answering from Information Retrieval and Deep Neural Network Perspectives: A Survey", Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery, May 2021 Vol. -, Num. 0, Page 0-0, May 2021,

22

Arya Hadizadeh Moghaddam, Saeede Momtazi, "Image Processing Meets Time Series Analysis: Predicting Forex Profitable Technical Pattern Positions", APPLIED SOFT COMPUTING, May 2021 Vol. -, Num. 108, Page 0-0, May 2021,

23

Ramin Fatourechi, Saeede Momtazi, "Persian Text Summarization using Sparse Coding with Neural Text Representation", Journal of Information Processing and Management, April 2021 Vol. 36, Num. 3, Page 767-790, April 2021,

24

Hakimeh Mansour, Saeede Momtazi, Kamran Layeghi, "Sentiment analysis for stock market prediction with deep neural network: A case study for international corporate stock database", International Journal of Information and Communication Technology(IJICT), April 2021 Vol. 13, Num. 47, Page 90-104, April 2021,

25

Parisa Abolfath Beygi Dezfouli, Saeede Momtazi, Mehdi Dehghan Takht Fooladi, "Deep neural review text interaction for recommendation systems", APPLIED SOFT COMPUTING, March 2021 Vol. -, Num. 100, Page 0-0, March 2021,

26

Mohammad Hadi Goldani, Saeede Momtazi, Reza Safabakhsh, "Detecting Fake News with Capsule Neural Networks", APPLIED SOFT COMPUTING, March 2021 Vol. 101, Num. 106991, Page 0-0, March 2021,

27

Negin Ghasemitaheri, Ramin Fatourechi, Saeede Momtazi, "User Embedding for Expert Finding in Community Question Answering", ACM Transactions on Knowledge Discovery from Data, March 2021 Vol. 15, Num. 4, Page 1-16, March 2021,

28

, Mehrbakhsh Nilashi, Mohd Hairul Nizam Bin Md Nasir, Saeede Momtazi, Sarminah Samad, Eko Supriyanto, Fahad Ghabban, "Customers segmentation in eco-friendly hotels using multi-criteria and machine learning techniques", TECHNOLOGY IN SOCIETY, February 2021 Vol. 65, Num. 0, Page 0-0, February 2021,

29

Shahrzad Haji Amin Shirazi, Saeede Momtazi, "Cross-lingual embedding for cross-lingual question retrieval in low-resource community question answering", MACHINE TRANSLATION, January 2021 Vol. -, Num. 0, Page 0-0, January 2021,

30

Rouzbeh Ghasemi, Seyed Arad Ashrafi Asli, Saeede Momtazi, "Deep Persian Sentiment Analysis: Cross-lingual Training for Low-resource Languages", JOURNAL OF INFORMATION SCIENCE, December 2020 Vol. -, Num. 0, Page 0-0, December 2020,

31

Mohammad Hadi Goldani, Reza Safabakhsh, Saeede Momtazi, "Convolutional neural network with margin loss for fake news detection", INFORMATION PROCESSING & MANAGEMENT, December 2020 Vol. 58, Num. 1, Page 0-0, December 2020,

32

Javad Forough, Saeede Momtazi, "Ensemble of deep sequential models for credit card fraud detection", APPLIED SOFT COMPUTING, November 2020 Vol. -, Num. 0, Page 0-0, November 2020,

33

Negin Ghasemitaheri, Saeede Momtazi, "Neural Text Similarity of User Reviews for Improving Collaborative Filtering Recommender Systems", ELECTRONIC COMMERCE RESEARCH AND APPLICATIONS, November 2020 Vol. -, Num. 0, Page 0-0, November 2020,

34

Dariush Salami, Saeede Momtazi, "Recurrent convolutional neural networks for poet identification", Digital Scholarship in the Humanities, May 2020 Vol. -, Num. 0, Page 0-0, May 2020,

35

Ali Hoseinmardy, Saeede Momtazi, "Recognizing Transliterated English Words in Persian Texts", Journal of Information systems and Telecommunication, April 2020 Vol. 8, Num. 2, Page 84-92, April 2020,

36

Saeede Momtazi, Farzaneh Torabi, "Named Entity Recognition in Persian Text using Deep Learning", , April 2020 Vol. 42, Num. 4, Page 93-112, April 2020,

37

Saeede Momtazi, Arman Rahbar, Dariush Salami, Iman Khanijazani, "A Joint Semantic Vector Representation Model for Text Clustering and Classification", Journal of Artificial Intelligence and Data Mining, July 2019 Vol. 7, Num. 3, Page 443-450, July 2019,

38

Amir Hadifar, Saeede Momtazi, "The impact of corpus domain on word representation: a study on Persian word embeddings", LANGUAGE RESOURCES AND EVALUATION, October 2018 Vol. 52, Num. 4, Page 997-1019, October 2018,

39

Saeede Momtazi, Omid Moradiannasab, "A Statistical Approach for Knowledge Discovery: Bootstrapped Analysis of Language Models for Knowledge base Population from Unstructured Text", Scientia Iranica, February 2018 Vol. 0, Num. 0, Page 0-0, February 2018,

40

Saeede Momtazi, Iryna Gurevych, "Unsupervised Latent Dirichlet Allocation for supervised question classification", INFORMATION PROCESSING & MANAGEMENT, February 2018 Vol. 54, Num. 3, Page 380-393, February 2018,

Conference Papers

Portal Records

1

Soheil Zangeneh, Saeede Momtazi, "a graph clustering based algorithm for recommender system ", CSICC 2020, January 2020

2

Sadjad Ghanbarynasab, Saeede Momtazi, "Will I win? Persian multiple-choice question answering ", CSICC 2020, January 2020

3

Amirmohammad Ebrahimi, Saber Gholami, Saeede Momtazi, Mohammad Reza Meybodi, Ahmad Abdollahzadehbarforoush, "Correlation Analysis of Applications Features: A Case Study on Google Play ", The International Conference on Contemporary Issues In Data Science, March 2019

4

Soheil Moharamkhani, Saeede Momtazi, "A Cross-lingual Framework for Text Classification without Training Data for Target Language ", In Proceedings of the 24rd Conference of Computer Society of Iran, March 2019

5

Parisa Abolfath Beygi Dezfouli, Saeede Momtazi, "Automatic Labeling of Topics Extracted from Persian Texts ", CSICC 2019, March 2019

6

Sasan Salari Hanzaii, Navid Sedighpour, Vahid Vaezinia, Saeede Momtazi, "Estimation of 2017 Irans Presidential Election Using Sentiment Analysis on Social Media ", 4th Iranian Conference on Signal Processing and Intelligent Systems, December 2018

7

Mohammad Amin Abolghasemi, Saeede Momtazi, "Improving Text Mining with Featured Word Selection ", 4th International Conference on Web Research, April 2018

8

Negin Ghasemitaheri, Saeede Momtazi, "Improving Collaborative Filtering Recommender Systems with new User Similarity Model ", 23rd Conference of Computer Society of Iran, February 2018

9

Mahsa Jafari Parsa, Saeede Momtazi, "Automatic Generation of Knowledge Graph from Persian Herbal Information ", 9th International Conference on Information and Knowledge Technology(IKT 2017), October 2017

10

Maryam Hajiloo, Saeede Momtazi, "Question Analysis in Question Answering Systems over Knowledge Graph ", 9th International Conference on Information and Knowledge Technology(IKT 2017), October 2017

Taught Courses

#

Course title

Description

Headlines

Date

1

Principles of Compiler Design

The goal of this course is familiarity with the principles, techniques, and tools that are used to bild a compiler. This goal is achieved using 7 different steps that will be taught in this course.

Spring 2024

2

(Natural Language Processing)

Natural language processing (NLP) is one of the active topics in artificial intelligence. The main goal of this field is giving the ability of understanding human language to computers. Various systems such as question answering, sentiment analysis,

Spring 2024

3

Principles of Compiler Design

The goal of this course is familiarity with the principles, techniques, and tools that are used to bild a compiler. This goal is achieved using 7 different steps that will be taught in this course.

Fall 2023

4

(Web Search and Information Retrieval)

By increasing the amount of data on the Web, retrieving information has become a challenging issue in the last years such that using traditional methods cannot answer user information needs. To increase the performance of information search advanced

Fall 2023

5

Principles of Compiler Design

The goal of this course is familiarity with the principles, techniques, and tools that are used to bild a compiler. This goal is achieved using 7 different steps that will be taught in this course.

Spring 2023

6

(Natural Language Processing)

Natural language processing (NLP) is one of the active topics in artificial intelligence. The main goal of this field is giving the ability of understanding human language to computers. Various systems such as question answering, sentiment analysis,

Spring 2023

7

(Web Search and Information Retrieval)

By increasing the amount of data on the Web, retrieving information has become a challenging issue in the last years such that using traditional methods cannot answer user information needs. To increase the performance of information search advanced

Fall 2022

8

Principles of Compiler Design

The goal of this course is familiarity with the principles, techniques, and tools that are used to bild a compiler. This goal is achieved using 7 different steps that will be taught in this course.

Fall 2022