Skip to main content
AkademIndex

Products

For developers

AkademBaseOpen API for the ecosystem

Advanced Graph Neural Networks

39 works

  1. APPROACH TO THE SYNTHESIS OF NEURAL NETWORK STRUCTURE DURING CLASSIFICATION

    Avazjon Marakhimov, Kabul Khudaybergenov

    ArticleNeural Networks and ApplicationsInternational Journal of Computing20206 citations
    ABI

  2. Graph Transform Optimization With Application to Image Compression

    Giulia Fracastoro, Dorina Thanou, Pascal Frossard

    PreprintAdvanced Graph Neural NetworksIEEE Transactions on Image Processing20190 citations
    ABI

  3. Cluster-driven Graph Federated Learning over Multiple Domains

    Debora Caldarola, Massimiliano Mancini, Fabio Galasso +3

    PreprintPrivacy-Preserving Technologies in Data20210 citations
    ABI

  4. Deep Learning–based Dynamic User Alignment in Social Networks

    Khaled Matrouk, V Srikanth, Sumit Kumar +3

    ArticleComplex Network Analysis TechniquesJournal of Data and Information Quality20230 citations
    ABI

  5. CONNECTIVITY OF MULTIVALUED REFLECTION GRAPHS IN COMPLEX DOMAINS

    Amirova Dilnoza, Aliqulov Eshpulat

    ArticleGraph Theory and AlgorithmsZenodo (CERN European Organization for Nuclear Research)20230 citations
    ABI

  6. Auto-encoder and Graph Neural Networks-Based Hybrid Model for Link Prediction on Complex Network

    Surendra Reddy Vinta, Gurpreet Singh, Manpreet Kaur +3

    ChapterAdvanced Graph Neural NetworksLecture notes in networks and systems20230 citations
    ABI

  7. Efficient Integration of Reinforcement Learning in Graph Neural Networks-Based Recommender Systems

    Abdurakhmon Sharifbaev, Mikhail Mozikov, Hakimjon Zaynidinov +1

    ArticleAdvanced Graph Neural NetworksIEEE Access20240 citations
    ABI

  8. Development of a Domain-Specific Named Entity Recognition Model for Pedagogical and Valeological Uzbek Texts

    Zamira Yusupova, Rayhon Sapaeva, Sarbinaz Kazakbaeva

    ArticleTopic Modeling20250 citations
    ABI

  9. Ontology-Guided Legal NER and Relation Extraction for Uzbek Statutes with a Juridical Knowledge Graph

    Shaxnoza Abdullayeva, Afag Madadova, N.E.Abdullayeva +3

    ArticleTopic Modeling20250 citations
    ABI

  10. Graph Contrastive Learning for Fraud Detection in Financial Transactions Using AI-Powered Anomaly Detection in Banking and E-Commerce

    Adilbek Dauletov, Khurshida Bakhrieva, Akhat Azamatov +5

    ArticleImbalanced Data Classification Techniques20250 citations
    ABI

  11. Applied Machine Learning: Scalable Models for Key Industries

    Arnab Kar, Mahaveer Siddagoni Bikshapathi, Nurbek Matyakubov +2

    ArticleBig Data and Digital Economy20250 citations
    ABI

  12. Research Topic Evolution Mapping in Smart Grid AI Applications Using BERT

    Chakrapani K, Dhivya N, Mariyam Ahmed +2

    ArticleAdvanced Graph Neural Networks20250 citations
    ABI

  13. Neural Text Generation for Simulated Fault Diagnosis Scenarios in Renewable Energy Education

    Mo'tabar Xushvaqt qizi Ismatullayeva, Iroda Matqurbanova, Omadjon Azamov +4

    ArticleTopic Modeling20250 citations
    ABI

  14. Transformer Architectures for Predictive Maintenance Content Generation in Smart Grid Education

    Maktuba Murtazakhojayeva, Gennadiy Bogdanovich, Qonaqbay Turdibaev +3

    ArticleAdvanced Graph Neural Networks20250 citations
    ABI

  15. Graph-Based Lexical Networks for Technical Vocabulary Expansion in IoT-Enabled Education Platforms

    Sohiba Babanazarova, Ulpatxon Muxibova, Zilola Sattorova +3

    ArticleAdvanced Text Analysis Techniques20250 citations
    ABI

  16. Entity Recognition Systems for Structuring Database in Industrial Robot Maintenance Education

    Sharustam Shamusarov, Aftondil Erkinov, Tumaris Safarova +3

    ArticleTopic Modeling20250 citations
    ABI

  17. Topic Cluster Identification in Smart Grid Cybersecurity Research Using Spectral Clustering

    Muhammed Anshad P. Y, Dhanalakshmi K, Hemlata Dewangan +2

    ArticleSmart Grid Security and Resilience20250 citations
    ABI

  18. Federated Transformer Graphs for Secure Multisite Predictive Maintenance Across Industrial Sensor Networks

    Omar Isam AL Mrayat, Jatinder Kaur, Rajib Guha Thakurta +3

    ArticleAdvanced Graph Neural Networks20250 citations
    ABI

  19. Graph Neural Networks for Insider Threat Detection in Corporate Networks

    Taher M. Ghazal, Amer Ibrahim, Dilmurod Nasimov +3

    ArticleAdvanced Graph Neural Networks20250 citations
    ABI

  20. Deep Learning for Predicting Drug-Drug Interactions and Patient Safety in Dental Clinical Trials

    Niladri Maiti, Riddhi Chawla, Babacar Toure +2

    ArticleMachine Learning in Healthcare20250 citations
    ABI

  21. Graph neural networks for recommendation systems: A survey and future directions

    R. Keerthika, Abduvali Sottarov, Anant Deogaonkar +3

    ArticleAdvanced Graph Neural Networks20250 citations
    ABI

  22. Graph Neural Networks for Network-Based Biomarker Discovery in Complex Diseases

    S. Anuradha, Sujaya B. L, Deepak Gupta +3

    ArticleAdvanced Graph Neural Networks20250 citations
    ABI

  23. O-Rag Ontology-Enhanced Retrieval-Augmented Generation For The Uzbek Legal Domain

    Diyora Absalamova, Bahodir Muminov, Gozal Buribayevna Absalamova

    ArticleTopic Modeling20250 citations
    ABI

  24. A Cross-Institutional Financial Fraud Collaborative Detection Algorithm Based on FedGAT Federated Graph Attention Network

    Qichun Wu, Muhammad Shahbaz, Samariddin Makhmudov +3

    ArticleImbalanced Data Classification TechniquesSymmetry20260 citations
    ABI

  25. A Cascade of Evaluation Biases in LLM-Based Knowledge Graph Verification

    Anatoliy Kremenchutskiy

    ArticleAdvanced Graph Neural NetworksZenodo (CERN European Organization for Nuclear Research)20260 citations
    ABI