Journal Paper

1. "STAR: A session-based time-aware recommender system"
   Reza Yeganegi, Saman Haratizadeh, Morteza Ebrahimi
   NEUROCOMPUTING, Vol. 573, 2023
2. "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
3. "GCNET: Graph-based prediction of stock price movement using graph convolutional network"
   Alireza Jafari, Saman Haratizadeh
   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, Vol. 116, 2022
4. "Embedding ranking-oriented recommender system graphs"
   Taher Hekmatfar, Saman Haratizadeh, Sama Goliaei
   EXPERT SYSTEMS WITH APPLICATIONS, Vol. 181, No 1, 2021
5. "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
6. "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
7. "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
8. "Item-based collaborative ranking"
   Bita Shams, Saman Haratizadeh
   KNOWLEDGE-BASED SYSTEMS, Vol. 152, No 152, pp.1-14, 2018
9. "A hybrid supervised semi-supervised graph-based model to predict one-day ahead movement of global stock markets and commodity prices"
   Arash Negahdari Kia, Saman Haratizadeh, Saeed Bagheri Shouraki
   EXPERT SYSTEMS WITH APPLICATIONS, Vol. 105, No 105, pp.159-173, 2018
10. "Reliable graph-based collaborative ranking"
    Bita Shams, Saman Haratizadeh
    INFORMATION SCIENCES, Vol. 432, pp.116-132, 2018
11. "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
12. "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
13. "Graph-based collaborative ranking"
    Bita Shams, Saman Haratizadeh
    EXPERT SYSTEMS WITH APPLICATIONS, Vol. 67, No 1, pp.59-70, 2017
14. "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
15. "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
16. "Analysis and Prediction of Fluctuations for Sector Price Indices with Cross-Correlation and Association Mining Based Networks: Tehran Stock Exchange Case"
    Arash Negahdari Kia, Saman Haratizadeh, Zainabolhoda Heshmati Rafsanjani
    Bonfring International Journal of Industrial Engineering and Management Science, Vol. 6, No 1, pp.1-11, 2016
17. "An XCS-Based Algorithm for Classifying Imbalanced Datasets"
    Hooman Sanatkar, Saman Haratizadeh
    international JOURNAL OF INTELLIGENT INFORMATION SYSTEMS, Vol. 4, No 6, pp.101-105, 2015
18. "An Analytical Framework for Web Information Filtering Techniques"
    Narges Saadat Khozooii, Saman Haratizadeh, Mohammad Reza Keyvanpour
    International Journal of Hybrid Information Technology, Vol. 6, No 6, pp.345-358, 2013
19. "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
20. "Feature selection on Persian fonts : A comparative analysis on GAA GESA and GA"
    Tahereh Pourhabibi , Maryam Bahojb Imani , Saman Haratizadeh
    Procedia Computer Science, Vol. 3, pp.1249-1255, 2011
21. "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
22. "A novel machine learning approach for portfolio optimization"
    Fatemeh Rezaee, Saman Haratizadeh
    Journal of Decisions and Operational Research, Vol. 7, 2022

Conference Paper

1. "LLM-Driven Feature Extraction for Stock Market Prediction: A case study of Tehran Stock Exchange"
   Siavash Hosseinpour Saffarian, Saman Haratizadeh
   15th International Conference on Information and Knowledge Technology, 2024
2. "GanjNet: Leveraging Network Modeling with Large Language Models for Persian Word Sense Induction"
   AmirMohammad Kouyeshpour, Hadi Veisi, Saman Haratizadeh
   15th International Conference on Information and Knowledge Technology, 2024
3. "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
4. "ISPREC: Integrated Scientific Paper Recommendation using heterogeneous information network"
   Elaheh Jafari, Bita Shams, Saman Haratizadeh
   12th International Conference in Information and Knowledge Technology, 2021
5. "Rule Mining for trading in stock market using genetic algorithm techniques"
   لیلا سیاهرنگ, Saman Haratizadeh, بهروز قلی زاده
   7th Iran data mining conference, 2013
6. "A Stock Market Prediction System Using Recurrent Neural Network"
   لیلا سیاهرنگ, Saman Haratizadeh, بهروز قلی زاده
   9th International Industrial Engineering Conference, 2013
7. "StockFM: Price Prediction in Iranian Stock Market Using Time Series Foundation Models"
   [] [], Saman Haratizadeh
   15th International Conference in Information and Knowledge Technology, 2024
8. "Calibrated Recommendations Using Emotions Extracted From Item Related Text"
   شیوا پارسا, Saman Haratizadeh
   12th International Conference in Information and Knowledge Technology, 2021
9. "Using a hybrid model of supervised learning and label propagation for prediction of stock prices direction of movement"
   Alireza Jafari, Saman Haratizadeh
   26th International Computer Conference, Computer society of Iran, 2021
10. "DeepScore: A session-based context-aware recommender system"
    Reza Yeganegi, Saman Haratizadeh
    26th International Computer Conference, Computer Society of Iran, 2021
11. "next state prediction using hierarchical clustering of positions"
    Reza Baktash, Saman Haratizadeh
    National Conference on Geospatial Information Technology, 2016
12. "A Nearest Neighbour Algorithm for Detection of Adverse Drug Reactions"
    Mina Panahi, Saman Haratizadeh
    20th national CSI computer conference, 2015
13. "UGA algorithm based on genetic algorithm for extraction of classification rules from uncertain data"
    Ava Asadi Abolverdi, Saman Haratizadeh, Hadi Zare
    CSICC 2015, 2015
14. "a hybrid recommender system and its application in distribution and sale of goods"
    Saman Haratizadeh, Mehdi Rezaeenia
    7th Iran data mining conference, 2013
15. "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