مقالات علمی چاپ شده در مجلات

1. "Temporal dynamics unleashed: Elevating variational graph attention"
   Vinod Kumar Chauhan, Ghadeer Ghosheh, Ghazaleh Niknam Shirvan, Soheila Molaei, David Clifton, Shirui Pan, Tingting Zhu, Hadi Zare
   KNOWLEDGE-BASED SYSTEMS, Vol. 299, No 1, 2024
2. "DyVGRNN: DYnamic mixture Variational Graph Recurrent Neural Networks"
   Hadi Zare, Ghazaleh Niknam Shirvan, David Clifton, Tingting Zhu, Shirui Pan, Mahdi Jalili, Soheila Molaei
   NEURAL NETWORKS, Vol. 165, No 1, pp.596-610, 2023
3. "BuB: a builder-booster model for link prediction on knowledge graphs"
   Hadi Zare, Babak Teimourpour, Mohammad Ali Soltanshahi
   Applied Network Science, Vol. 8, No 1, 2023
4. "Graph representation learning based on deep generative gaussian mixture models"
   Shirui Pan, David Clifton, Hadi Zare, Soheila Molaei, Ghazaleh Niknam Shirvan
   NEUROCOMPUTING, Vol. 523, No 1, pp.157-169, 2022
5. "Low-rank dictionary learning for unsupervised feature selection"
   Hadi Zare, Mehdi Ghatee, Mohsen Ghassemi Parsa
   EXPERT SYSTEMS WITH APPLICATIONS, Vol. 202, No 1, 2022
6. "GrAR: A novel framework for Graph Alignment based on Relativity concept"
   Hadi Zare, Toktam Khatibi, Babak Teimourpour, Ali Soltanshahi
   EXPERT SYSTEMS WITH APPLICATIONS, Vol. 187, No 1, 2022
7. "Deep node clustering based on mutual information maximization"
   Mahdi Jalili, Hadi Zare, Nima Ghanbari Bousejin, Soheila Molaei
   NEUROCOMPUTING, Vol. 455, No 1, pp.274-282, 2021
8. "PODCD: Probabilistic overlapping dynamic community detection"
   Parham Moradi, Hadi Zare, Sondos Bahadori
   EXPERT SYSTEMS WITH APPLICATIONS, Vol. 174, No 1, 2021
9. "Learning Graph Representations With Maximal Cliques"
   Hadi Zare, Shirui Pan, Mahdi Jalili, Nima Ghanbari Bousejin, Soheila Molaei
   IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, Vol. 1, No 1, pp.1-8, 2021
10. "Collaborative Deep Forest Learning for Recommender Systems"
    Mahdi Jalili, Hadi Zare, Amirhossein Havvaei, Soheila Molaei
    IEEE Access, Vol. 9, No 1, pp.22053-22061, 2021
11. "Unsupervised Feature Selection Based on Low Dimensional Embedding and Subspace Learning"
    Sasan Hosseinalizadeh, Mahdi Ghatee, Mohsen Ghassemi Parsa, Hadi Zare
    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"
    Hadi Zare, Parham Moradi, Sondos Bahadori
    APPLIED INTELLIGENCE, Vol. 1, No 1, 2020
13. "Unsupervised feature selection based on adaptive similarity learning and subspace clustering"
    Mehdi Ghatee, Hadi Zare, Mohsen Ghassemi Parsa
    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"
    Mahdi Jalili, Mahdi Hajiabadi, Hadi Zare
    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"
    Hadi Veisi, Hadi Zare, Emad Kebriaei, Keyvan Bijari
    EXPERT SYSTEMS WITH APPLICATIONS, Vol. 1, No 1, 2019
16. "Deep learning approach on information diffusion in heterogeneous networks"
    Hadi Veisi, Hadi Zare, Soheila Molaei
    KNOWLEDGE-BASED SYSTEMS, Vol. 1, No 1, 2019
17. "Enhanced recommender system using predictive network approach"
    Hadi Zare, Parham Moradi, Mina Abd Nikooei Pour
    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"
    Hadi Zare, Mehdi Ghatee, Shadi Abpeikar
    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"
    Shidvash Vakilipour, Mohammad Asrardel, Rozbeh Riazi, Hadi Veisi, Mazyar Shafaei, Hadi Zare
    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, Hossein Bobarshad, Hadi Zare
    KNOWLEDGE-BASED SYSTEMS, Vol. 123, No 1, pp.188-199, 2017
21. "Relevant based structure learning for feature selection"
    Mojtaba Niazi, Hadi Zare
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, Vol. 55, pp.93-102, 2016
22. "Memory-enriched big bang–big crunch optimization algorithm for data clustering"
    Hossein Bobarshad, Hadi Veisi, Kayvan Bijari, Hadi Zare
    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"
    Zainabolhoda Heshmati Rafsanjani, Mahdi Zarkesh Zade, Hadi Zare, 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"
    Parham Moradi, Adel Mohammadpour, Hadi Zare
    Intelligent Data Analysis, Vol. 17, No 2, pp.217-231, 2013
26. "روشی نوین برای پیش‌بینی ارتباط در شبکه‌های اجتماعی ناهمگن"
    هادی زارع، سعیده رضاوندی
    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"
    شیدوش وکیلی پور، محمد اسراردل، هادی ویسی، روزبه ریاضی، علیرضا ترابی، مازیار شفائی روشنی، هادی زارع
    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، هادی ویسی، شیدوش وکیلی پور، ایمان کلینی، هادی زارع، بهرام تارویردی زاده
    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"
   Hadi Zare, Ghazaleh Niknam Shirvan, Soheila Molaei
   The 27th International Conference on Artificial Intelligence and Statistics, 2024
2. "Manifold Approximation and Projection by Maximizing Graph Information"
   Hadi Zare, Pan Shirui, Soheila Molaei, Bahare Fatemi
   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, Mehdi Ghatee, Mohsen Ghassemi Parsa, Sasan Hosseinalizadeh
   2020 10th International Symposium on Telecommunications (IST), 2020
4. "Relaxing Pairwise Conditional Dependency of NB Attributes using Hidden Variables"
   Nima Shiri, Hadi Zare, Alireza Hediehloo, Sasan Hosseinalizadeh
   2020 10th International Symposium on Telecommunications (IST), 2020
5. "Attributed Graph Clustering via Deep Adaptive Graph Maximization"
   Hadi Veisi, Hadi Zare, Soheila Molaei, Bahare Fatemi
   10th International Conference on Computer and Knowledge Engineering (ICCKE2020), 2020
6. "Deep Learning approach for text, image, and GIF multimodal sentiment analysis"
   Mehdi Teimouri, Hadi Zare, Amirhossein Shirzad
   10th International Conference on Computer and Knowledge Engineering (ICCKE2020), 2020
7. "Improved model-based clustering using evolutionary optimization"
   Hadi Zare, Keyvan Bijari, Emad Kebriaei
   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