مقالات علمی چاپ شده در مجلات

1. "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, No 1, 2024
2. "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
3. "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
4. "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
5. "Low-rank dictionary learning for unsupervised feature selection"
   Mohsen Ghassemi Parsa, Hadi Zare, Mehdi Ghatee
   EXPERT SYSTEMS WITH APPLICATIONS, Vol. 202, No 1, 2022
6. "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
7. "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
8. "PODCD: Probabilistic overlapping dynamic community detection"
   Sondos Bahadori, Hadi Zare, Parham Moradi
   EXPERT SYSTEMS WITH APPLICATIONS, Vol. 174, No 1, 2021
9. "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
10. "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
11. "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
12. "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
13. "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
14. "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
15. "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
16. "Deep learning approach on information diffusion in heterogeneous networks"
    Soheila Molaei, Hadi Zare, Hadi Veisi
    KNOWLEDGE-BASED SYSTEMS, Vol. 1, No 1, 2019
17. "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
18. "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
19. "A Data Mining Study on Combustion Dynamicsand NOx Emission of a Swirl Stabilized Combustor with Secondary Fuel Injection"
    Rozbeh Riazi, Mohammad Asrardel, Mazyar Shafaei, Shidvash Vakilipour, Hadi Zare, Hadi Veisi
    International Journal of Heavy Vehicle Systems, Vol. 24, No 3, pp.215-238, 2017
20. "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
21. "Relevant based structure learning for feature selection"
    Hadi Zare, Mojtaba Niazi
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, Vol. 55, pp.93-102, 2016
22. "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
23. "Overlapping community detection in social networks based on stochastic simulation"
    Hadi Zare, Mahdi Hajiabadi
    Journal of Computer and Robotics (JCR), Vol. 9, No 1, pp.61-68, 2016
24. "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
25. "A random projection approach for estimation of the betweenness centrality measur"
    Hadi Zare, Adel Mohammadpour, Parham Moradi
    Intelligent Data Analysis, Vol. 17, No 2, pp.217-231, 2013
26. "روشی نوین برای پیش‌بینی ارتباط در شبکه‌های اجتماعی ناهمگن"
    سعیده رضاوندی، هادی زارع
    نشریه مهندسی برق و مهندسی کامپیوتر ایران، نسخه 16، شماره 3، صفحات:1-10، 1397
27. "استفاده از روش های آماری و هوش مصنوعی جهت پیش بینی دینامیک احتراق در یک محفظه احتراق آزمایشگاهی با شعله پایدار شده چرخشی"
    روزبه ریاضی، علیرضا ترابی، محمد اسراردل، مازیار شفائی روشنی، شیدوش وکیلی پور، هادی زارع، هادی ویسی
    سوخت و احتراق، نسخه 1، شماره 1، 1395
28. "استفاده از روش‌های آماری و هوش مصنوعی جهت پیش‌بینی دمای گاز خروجی از توربین یک موتور میکروتوربین گاز آزمایشگاهی"
    روزبه ریاضی، ایمان کلینی، شیدوش وکیلی پور، بهرام تارویردی زاده، هادی ویسی، هادی زارع
    دانش و فناوری هوافضا، نسخه 4، شماره 2، صفحات:77-94، 1394
29. "ارائه روشی بهینه در اعزام آمبولانس مبتنی برشبکه‌های پیچیده و هوش مصنوعی"
    مهدی زرکش زاده، زینب الهدی حشمتی رفسنجانی، هادی زارع، مهدی تیموری
    فناوری اطلاعات و ارتباطات ایران، نسخه 7، شماره 23، صفحات:63-78، 1394

مقالات علمی ارائه شده در همایش‌ها

1. "Federated Learning For Heterogeneous Electronic Health Records Utilising Augmented Temporal Graph Attention Networks"
   Soheila Molaei, Ghazaleh Niknam Shirvan, Hadi Zare
   The 27th International Conference on Artificial Intelligence and Statistics, 2024
2. "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
3. "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
4. "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
5. "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
6. "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
7. "Improved model-based clustering using evolutionary optimization"
   Emad Kebriaei, Keyvan Bijari, Hadi Zare
   The 7th International Conference on Artificial Intelligence and Robotics, 2017
8. "تشخیص انجمن‌های همپوشان در شبکه‌های اجتماعی با استفاده از رویکرد شبیه‌سازی تصادفی"
   مهدی حاجی آبادی، هادی زارع
   ششمین کنفرانس هوش مصنوعی و رباتیک ایران، 1395