Hadi Zare

Associate Professor

Update: 2026-09-23

Hadi Zare

دانشکده سامانه های هوشمند / گروه آموزشی علوم و فناوری داده

Journal Paper

  1. "Dual contrastive learning-based reconstruction for anomaly detection in attributed networks"
    Hossein Rafieizadeh, Hadi Zare, Mohsen Ghassemi Parsa, Hocine Cherifi
    PLoS One, Vol. 20, No 11, 2025
  2. "Uncertainty Quantification to Enhance Probabilistic-Fusion-Based User Identification Using Smartphones"
    Rouhollah Ahmadian, Mehdi Ghatee, Johan Wahlstrom, Hadi Zare
    IEEE Internet of Things Journal, Vol. 11, No 20, pp.33450-33458, 2024
  3. "Temporal dynamics unleashed: Elevating variational graph attention"
    Soheila Molaei, Ghazaleh Niknam Shirvan, Ghadeer Ghosheh, Vinod Kumar Chauhan, Hadi Zare, Tingting Zhu, Shirui Pan, David Clifton
    KNOWLEDGE-BASED SYSTEMS, Vol. 299, 2024
  4. "DyVGRNN: DYnamic mixture Variational Graph Recurrent Neural Networks"
    Ghazaleh Niknam Shirvan, Soheila Molaei, Hadi Zare, Mahdi Jalili, Shirui Pan, Tingting Zhu, David Clifton
    NEURAL NETWORKS, Vol. 165, No 1, pp.596-610, 2023
  5. "BuB: a builder-booster model for link prediction on knowledge graphs"
    Mohammad Ali Soltanshahi, Babak Teimourpour, Hadi Zare
    Applied Network Science, Vol. 8, No 1, 2023
  6. "Graph representation learning based on deep generative gaussian mixture models"
    Ghazaleh Niknam Shirvan, Soheila Molaei, Hadi Zare, David Clifton, Shirui Pan
    NEUROCOMPUTING, Vol. 523, No 1, pp.157-169, 2022
  7. "Low-rank dictionary learning for unsupervised feature selection"
    Mohsen Ghassemi Parsa, Hadi Zare, Mehdi Ghatee
    EXPERT SYSTEMS WITH APPLICATIONS, Vol. 202, No 1, 2022
  8. "GrAR: A novel framework for Graph Alignment based on Relativity concept"
    Ali Soltanshahi, Babak Teimourpour, Toktam Khatibi, Hadi Zare
    EXPERT SYSTEMS WITH APPLICATIONS, Vol. 187, No 1, 2022
  9. "Deep node clustering based on mutual information maximization"
    Soheila Molaei, Nima Ghanbari Bousejin, Hadi Zare, Mahdi Jalili
    NEUROCOMPUTING, Vol. 455, No 1, pp.274-282, 2021
  10. "PODCD: Probabilistic overlapping dynamic community detection"
    Sondos Bahadori, Hadi Zare, Parham Moradi
    EXPERT SYSTEMS WITH APPLICATIONS, Vol. 174, No 1, 2021
  11. "Classification of audio codecs with variable bit-rates using deep-learning methods"
    Atieh Khodadadi, Soheila Molaei, Mehdi Teimouri, Hadi Zare
    DIGITAL SIGNAL PROCESSING, Vol. 110, No 102952, 2021
  12. "Learning Graph Representations With Maximal Cliques"
    Soheila Molaei, Nima Ghanbari Bousejin, Hadi Zare, Mahdi Jalili, Shirui Pan
    IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, Vol. 1, No 1, pp.1-8, 2021
  13. "Collaborative Deep Forest Learning for Recommender Systems"
    Soheila Molaei, Amirhossein Havvaei, Hadi Zare, Mahdi Jalili
    IEEE Access, Vol. 9, No 1, pp.22053-22061, 2021
  14. "Unsupervised Feature Selection Based on Low Dimensional Embedding and Subspace Learning"
    Hadi Zare, Mohsen Ghassemi Parsa, Mahdi Ghatee, Sasan Hosseinalizadeh
    International Journal of Information and Communication Technology Research (IJICTR), Vol. 12, No 3, pp.38-46, 2020
  15. "An improved limited random walk approach for identification of overlapping communities in complex networks"
    Sondos Bahadori, Parham Moradi, Hadi Zare
    APPLIED INTELLIGENCE, Vol. 1, No 1, 2020
  16. "Unsupervised feature selection based on adaptive similarity learning and subspace clustering"
    Mohsen Ghassemi Parsa, Hadi Zare, Mehdi Ghatee
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, Vol. 95, No 9, 2020
  17. "Detection of Community Structures in Networks with Nodal Features based on Generative Probabilistic Approach"
    Hadi Zare, Mahdi Hajiabadi, Mahdi Jalili
    IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, Vol. 1, No 1, pp.1-1, 2020
  18. "Leveraging Deep Graph-Based Text Representation for Sentiment Polarity Applications"
    Keyvan Bijari, Hadi Zare, Emad Kebriaei, Hadi Veisi
    EXPERT SYSTEMS WITH APPLICATIONS, Vol. 1, No 1, 2019
  19. "Deep learning approach on information diffusion in heterogeneous networks"
    Soheila Molaei, Hadi Zare, Hadi Veisi
    KNOWLEDGE-BASED SYSTEMS, Vol. 1, No 1, 2019
  20. "Enhanced recommender system using predictive network approach"
    Hadi Zare, Mina Abd Nikooei Pour, Parham Moradi
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, Vol. 520, No 1, pp.322-337, 2019
  21. "Ensemble decision forest of RBF networks via hybrid feature clustering approach for high-dimensional data classification"
    Shadi Abpeikar, Mehdi Ghatee, Hadi Zare
    COMPUTATIONAL STATISTICS & DATA ANALYSIS, Vol. 131, pp.12-36, 2018
  22. "IEDC: An Integrated Approach for Overlapping and Non-overlapping Community Detection"
    Mahdi Hajiabadi, Hadi Zare, Hossein Bobarshad
    KNOWLEDGE-BASED SYSTEMS, Vol. 123, No 1, pp.188-199, 2017
  23. "A data mining study on combustion dynamics and NOx emission of a swirl stabilised combustor with secondary fuel injection"
    Rozbeh Riazi, Mohamad Asrardel, Mazyar Shafaei, Shidvash Vakilipour, Hadi Zare, Hadi Veisi
    International Journal of Heavy Vehicle Systems, Vol. 24, No 3, 2017
  24. "Relevant based structure learning for feature selection"
    Hadi Zare, Mojtaba Niazi
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, Vol. 55, pp.93-102, 2016
  25. "Memory-enriched big bang–big crunch optimization algorithm for data clustering"
    Kayvan Bijari, Hadi Zare, Hadi Veisi, Hossein Bobarshad
    NEURAL COMPUTING & APPLICATIONS, Vol. 27, No 8, pp.1-11, 2016
  26. "A novel hybrid method for improving ambulance dispatching response time through a simulation study"
    Mahdi Zarkesh Zade, Hadi Zare, Zainabolhoda Heshmati Rafsanjani, Mehdi Teimouri
    SIMULATION MODELLING PRACTICE AND THEORY, Vol. 60, No 1, pp.170-184, 2015
  27. "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
  28. "A random projection approach for estimation of the betweenness centrality measure"
    Hadi Zare
    Intelligent Data Analysis, Vol. 17, No 2, pp.217-231, 2013
  29. "A novel link prediction approach on heterogeneous social networks"
    Saeedeh Rezavandi, Hadi Zare
    Iranian Journal of Electrical and Computer Engineering, Vol. 16, No 3, pp.1-10, 2018
  30. "Prediction of NOx emission of an experimental swirl stabilized combustor using the flame image processing techniques and data mining methods"
    Alireza Torabi, Rozbeh Riazi, Mohammad Daneshi, Shidvash Vakilipour, Hadi Veisi, Hadi Zare
    space technology and Knowledge, Vol. 5, No 2, pp.7-28, 2016
  31. "using statistical and artificial intelligence for predicting dynamics of combustion in a laboratory combustion chamber"
    Rozbeh Riazi, Alireza Torabi, Mohammad Asrardel, Mazyar Shafaei, Shidvash Vakilipour, Hadi Zare, Hadi Veisi
    Fuel and Combustion, Vol. 1, No 1, 2016
  32. "Extracting the Information Technology architecture of hospitals with approach of Implementing in Iran"
    Atefeh Haghighat Hosseini, Hossein Bobarshad, Fatemeh Saghafi, Hadi Zare
    Iran Information and Communication Technology, Vol. 8, No 28, pp.1-22, 2016
  33. "Using Statistical and Artificial Intelligence Approach to Predict the Exhaust Gas Temperature of a Micro Gas Turbine Engine"
    Rozbeh Riazi, Eman Kolini, Shidvash Vakilipour, Bahram Tarvirdizadeh, Hadi Veisi, Hadi Zare
    space technology and Knowledge, Vol. 4, No 2, pp.77-94, 2016
  34. "An Optimized Ambulance Dispatching Method Based on complex Networks and Artificial Intelligence"
    Mahdi Zarkesh Zade, Zainabolhoda Heshmati Rafsanjani, Hadi Zare, Mehdi Teimouri
    Iran Information and Communication Technology, Vol. 7, No 23, pp.63-78, 2015

Conference Paper

  1. "DCOR: Anomaly Detection in Attributed Networks via Dual Contrastive Learning Reconstruction"
    Hossein Rafiee Zade, Hadi Zare, Mohsen Ghassemi Parsa, Hadi Davardoost, Meshkat Shariat Bagheri
    13th International Conference on Complex Networks and Their Applications, 2024
  2. "Constrained Utility Driven Graph Summarization"
    Shadie Azizi, Hadi Zare, Sasan Hosseinalizadeh
    11-th International Symposium on Telecommunication, 2024
  3. "Federated Learning For Heterogeneous Electronic Health Records Utilising Augmented Temporal Graph Attention Networks"
    Soheila Molaei, Anshul Thakur, Ghazaleh Niknam Shirvan, Andrew Soltan, Hadi Zare, David Clifton
    The 27th International Conference on Artificial Intelligence and Statistics, 2024
  4. "Manifold Approximation and Projection by Maximizing Graph Information"
    Bahare Fatemi, Soheila Molaei, Hadi Zare, Pan Shirui
    the 25th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD-2021), 2021
  5. "Similarity Preserving Unsupervised Feature Selection based on Sparse Learning"
    Hadi Zare, Mohsen Ghassemi Parsa, Mehdi Ghatee, Sasan Hosseinalizadeh
    2020 10th International Symposium on Telecommunications (IST), 2020
  6. "Relaxing Pairwise Conditional Dependency of NB Attributes using Hidden Variables"
    Sasan Hosseinalizadeh, Nima Shiri, Alireza Hediehloo, Hadi Zare
    2020 10th International Symposium on Telecommunications (IST), 2020
  7. "Deep Learning approach for text, image, and GIF multimodal sentiment analysis"
    Amirhossein Shirzad, Hadi Zare, Mehdi Teimouri
    10th International Conference on Computer and Knowledge Engineering (ICCKE2020), 2020
  8. "Attributed Graph Clustering via Deep Adaptive Graph Maximization"
    Bahare Fatemi, Soheila Molaei, Hadi Zare, Hadi Veisi
    10th International Conference on Computer and Knowledge Engineering (ICCKE2020), 2020
  9. "Improved model-based clustering using evolutionary optimization"
    Emad Kebriaei, Keyvan Bijari, Hadi Zare
    The 7th International Conference on Artificial Intelligence and Robotics, 2017
  10. "Impact of network structure on spread of competing diseases"
    Nazanin Mazloman, Zainabolhoda Heshmati Rafsanjani, Hadi Zare
    Third International Conference on eTechnologies and Networks for Development (ICeND2014), 2014
  11. "Employment of Data Mining Techniques for Prediction of NOx Emission and Combustion Dynamics of an Experimental Combustor Using the Extracted Features of the Flame Images"
    Ramin Asadi, Rozbeh Riazi, Mazyar Shafaei, Shidvash Vakilipour, Mohamad Daneshi Kohani, Hadi Zare, Hadi Veisi
    The 16th International conference of Iranian Aerospace Society, 2017
  12. "Overlapping community detection in social networks via stochastic simulation approach"
    Mahdi Hajiabadi, Hadi Zare
    6th Conference on Artificial Intelligence & Robotics, 2016
  13. "Prediction of Exhaust Gas Temperature of an Experimental Micro-gas Turbine Engine Using Various Data Mining Techniques"
    Rozbeh Riazi, Eman Kolini, Shidvash Vakilipour, Hadi Zare, Hadi Veisi
    The 15th International Conference of Iranian Aerospace Society, 2016
  14. "Estimation of NOx Emission of an Experimental Swirl Stabilized Combustor Using Image Processing Methods and Data Mining Techniques"
    Alireza Torabi, Rozbeh Riazi, Mohammad Daneshi, Shidvash Vakilipour, Hadi Veisi, Hadi Zare
    The 15th International Conference of Iranian Aerospace Society, 2016
  15. "UGA algorithm based on genetic algorithm for extraction of classification rules from uncertain data"
    Ava Asadi Abolverdi, Saman Haratizadeh, Hadi Zare
    CSICC 2015, 2015
  16. "Comparison of the two interacting and competing diseases in contact networks"
    Nazanin Mazloman, Zainabolhoda Heshmati Rafsanjani, Hadi Zare
    Sixth International Conference on Electronic Health (ICEH 2014), 2014
  17. "A Hierarchical Network Immunization Algorithm Based on Social Structures"
    Esmaiel Saberinia, Mohammad Khansari, Hadi Zare
    19st National Computer Society of Iran Conference, 2014
  18. "A Hybrid Method for Reduction of Response Time in Ambulance Dispatch"
    Mahdi Zarkesh Zade, Zainabolhoda Heshmati Rafsanjani, Hadi Zare, Mehdi Teimouri
    19th National CSI Computer Conference, 2014