Brief CV
You can find my Curriculum Vitae here.
Educational records
#
Course
University
City
Country
Graduation Date
Total mean
1
• BSc in Computer Science (Software)
Alzahra University
Tehran
Iran
2004
2
• MSc in Computer Science (Software)
Iran University of Science and Technology
Tehran
Iran
2008
3
• PhD in Computer Science (Software)
Iran University of Science and Technology
Tehran
Iran
2014
Research interests
#
Title
Start date
1
Data Mining
2008
2
Recommender Systems
2014
3
Social Network Analysis
2014
4
Database Systems
2008
5
Programming Languages
2008
6
Compiler Design and Implementation
2008
7
Software Testing
2008
Theses supervised
#
Title
Persons
1
Designing Group Recommender Systems Using Matrix Factorization Method
امین تقی پور
2
Analysis of aSelf- Adaptive Deep Learning Based System to Reduce the Use of Cloud Resources and Improve Processing Rates
رضا قنبری عموقین
3
Recommender Systems Using Sentiment Analysis and Opinion Mining
مهدی محمدی اچه چلوئی
4
Generating Shapes from Natural Languages using Generative Adversarial Networks
سایه کارگری
Theses advised
#
Title
Persons
1
Nonnegative matrix factorization and its application in data analysis
نوشین شاهرخی
2
Singular Value Decomposition and its Appilication in Recommender Systems
مهسا لاتی
3
Developing Radial Basis Functions Network for Improving Collaborative Filtering Recommender Systems
محمدعلی ناصری
4
Developing a Collaborative Filtering System Baseed on User’s Opinion Aspects by Using Tensor Factorization
میثم ملکی روشتی
Courses
#
Course title
Description
Headlines
Date
Notes
File
1
cv
Course taught
#
Lesson Title
Place & Date of Lecture
1
Data Mining(MSc)
2
Compiler
3
Formal Languages and Automata
4
Programming Languages
5
Computational Data Mining(MSc)
6
Software Design and Implementation
Published articles
#
Paper title
Writer
Magazine title
Publish year
Publish type
Article type
1
User-item content awareness in matrix factorization based collaborative recommender systems
Maryam Mohammadi, Somaye Arabi Naree, Mahsa Lati
Intelligent Data Analysis
2020
Full Text
2
EARLY FAILURE PREDICTION IN SOFTWARE PROGRAMS DIMENSIONALITY REDUCTION KERNEL
Somaye Arabi Naree, Saeed Parsa
COMPUTING AND INFORMATICS
2016
Full Text
Presented articles
#
Title
Writer
Conference
Date
Presentation type
1
A new non-negative matrix factorization method to build a recommender system
Somaye Arabi Naree, Maryam Mohammadi
4-th international conference on new studies of computer and IT - Iran
1396/12/05
Oral
2
Anomaly detection of software program runtime behavior based on principle component analysis
Somaye Arabi Naree, Nahid Taherian
47th annual iranian mathematics conference - Iran
1395/06/07
Oral
3
User-based recommender system using deep convolutional architectures
Mahdi Shafiee, Somaye Arabi Naree, fereshte azadi parand
- Iran
1390/12/07
Oral