Journal Paper

1. "ISPREC++: Learning Edge Type Importance in Network-Oriented Paper Recommendation"
   Elaheh Jafari, Bita Shams, Saman Haratizadeh
   AUT Journal of Modeling and Simulation, Vol. 54, No 2, pp.197-210, 2022
2. "Network-based direction of movement prediction in financial markets"
   Arash Negahdari Kia, Saman Haratizadeh, Saeed Bagheri Shouraki
   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, Vol. 88, 2019
3. "CNNpred: CNN-based stock market prediction using a diverse set of variables"
   Ehsan Hoseinzadeh, Saman Haratizadeh
   EXPERT SYSTEMS WITH APPLICATIONS, Vol. 129, pp.273-285, 2019
4. "Entity representation for pairwise collaborative ranking using restricted Boltzmann machine"
   Naeime Hazrati, Bita Shams, Saman Haratizadeh
   EXPERT SYSTEMS WITH APPLICATIONS, Vol. 116, No 1, pp.161-171, 2019
5. "Item-based collaborative ranking"
   Bita Shams, Saman Haratizadeh
   KNOWLEDGE-BASED SYSTEMS, Vol. 152, No 152, pp.1-14, 2018
6. "IteRank: An iterative network-oriented approach to neighbor-based collaborative ranking"
   Bita Shams, Saman Haratizadeh
   KNOWLEDGE-BASED SYSTEMS, Vol. 128, No 1, pp.102-114, 2017
7. "GraphLoc: a graph based approach for automatic detection of significant locations from GPS trajectory data"
   Bita Shams, Saman Haratizadeh
   Journal of Spatial Science, Vol. 62, No 1, pp.1-20, 2017
8. "Graph-based collaborative ranking"
   Bita Shams, Saman Haratizadeh
   EXPERT SYSTEMS WITH APPLICATIONS, Vol. 67, No 1, pp.59-70, 2017
9. "SibRank: Signed bipartite network analysis for neighbor-based collaborative ranking"
   Bita Shams, Saman Haratizadeh
   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, Vol. 458, No 1, pp.364-377, 2016
10. "TasteMiner: Mining partial tastes for neighbor-based collaborative filtering"
    Bita Shams, Saman Haratizadeh
    JOURNAL OF INTELLIGENT INFORMATION SYSTEMS, Vol. 48, No 1, pp.1-25, 2016
11. "Prediction of USD / JPY Exchange Rate Time Series Directional Status by KNN with Dynamic Time Warping as Distance Function"
    Arash Negahdari Kia, Saman Haratizadeh, Hadi Zare
    Bonfring International Journal of Data Mining, Vol. 3, 2013
12. "Stock Price Movement Prediction Using Directed Graph Attention Network"
    Alireza Jafari, Saman Haratizadeh
    Iranian Journal of Electrical and Computer Engineering, Vol. 21, No 1, pp.18-36, 2023
13. "A novel machine learning approach for portfolio optimization"
    Fatemeh Rezaee, Saman Haratizadeh
    Journal of Decisions and Operational Research, Vol. 7, 2022

Conference Paper

1. "GPS: A graph-based approach to portfolio selection"
   Fatemeh Rezaee, Jalal Ahmadi, Saman Haratizadeh
   2023 28th International Computer Conference, Computer Society of Iran (CSICC), 2023
2. "Rule Mining for trading in stock market using genetic algorithm techniques"
   لیلا سیاهرنگ, Saman Haratizadeh, بهروز قلی زاده
   7th Iran data mining conference, 2013
3. "Off-line Arabic/Farsi handwritten word recognition using RBF neural network and genetic algorithm"
   زهرا بهمنی, فاطمه علمدار, رضا عزمی, Saman Haratizadeh
   IEEE International Conference on Intelligent Computing and Intelligent Systems, 2010
4. "Color quantization with clustering by F-PSO-GA"
   فاطمه علمدار, زهرا بهمنی, Saman Haratizadeh
   IEEE International Conference on Intelligent Computing and Intelligent Systems, 2010
5. "Feature selection on Persian fonts: A comparative analysis on GAA GESA and GA"
   Saman Haratizadeh
   World Conference on Information Technology, 2010
6. "Using Decision Trees to Model an Emotional Attention Mechanism"
   Saman Haratizadeh, سعید باقری شورکی, رامین حلاوتی
   first conference on artificial general intelligence, 2008
7. "a hybrid recommender system and its application in distribution and sale of goods"
   Saman Haratizadeh, Mehdi Rezaeenia
   7th Iran data mining conference, 2013
8. "A hybrid recommender system and its application in distribution and sale of goods"
   سید مهدی رضایی نیا, Saman Haratizadeh
   7th Iran data mining conference, 2013
9. "risk prediction for Hepatitis B disease using machine learning techniques"
   Mohammad Hossein Tahaei, Saman Haratizadeh, Rohallah Rahmani, Seyyed Moayyed Alavian
   international conference on computer, information technology and digital media, 2013