Skip to main content
AkademIndex

Products

For developers

AkademBaseOpen API for the ecosystem

Machine Learning and ELM

23 works

  1. Efficient image classification through collaborative knowledge distillation: A novel AlexNet modification approach

    Avazov Kuldashboy, Sabina Umirzakova, Sharofiddin Allaberdiev +3

    ArticleAdvanced Neural Network ApplicationsHeliyon202411 citations
    ABI

  2. Stable Iterative Neural Network Training Algorithms Based on the Extreme Method

    N. R. Yusupbekov, H. Z. Igamberdiev, O. O. Zaripov +1

    ChapterNeural Networks and ApplicationsAdvances in intelligent systems and computing20217 citations
    ABI

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

    Avazjon Marakhimov, Kabul Khudaybergenov

    ArticleNeural Networks and ApplicationsInternational Journal of Computing20206 citations
    ABI

  4. Dependence of Resistance Switching Voltage on the Potential Barrier in ZnO Thin Films

    Vadim Sh. Yalishev, Sh. U. Yuldashev, Bae Ho Park +2

    ArticleAdvanced Memory and Neural ComputingAIP conference proceedings20110 citations
    ABI

  5. Oak Leaf Classification: An Analysis of Features and Classifiers

    Heysem Kaya, Ilhan Keklik, Tolga Ensarı +2

    ArticleSpectroscopy and Chemometric Analyses20190 citations
    ABI

  6. On the Effectiveness of Image Rotation for Open Set Domain Adaptation

    Silvia Bucci, Mohammad Reza Loghmani, Tatiana Tommasi

    PreprintDomain Adaptation and Few-Shot LearningLecture notes in computer science20200 citations
    ABI

  7. Mask region-based convolutional neural network and VGG-16 inspired brain tumor segmentation

    Niha Kamal Basha, Christo Ananth, N. Muthukumaran +3

    ArticleBrain Tumor Detection and ClassificationScientific Reports20240 citations
    ABI

  8. The Application of Artificial Intelligence and Machine Learning Technologies in Materials Science

    Akbarjon Baymirzaev, Begijon Tojiboev, Abdujalol Bektemirov +3

    ArticleMachine Learning in Materials Science20240 citations
    ABI

  9. Automatic smart brain tumor classification and prediction system using deep learning

    Qurat Ul Ain Ishfaq, Rozi Bibi, Abid Ali +5

    ArticleBrain Tumor Detection and ClassificationScientific Reports20250 citations
    ABI

  10. Salp Navigation and Competitive based Parrot Optimizer (SNCPO) for efficient extreme learning machine training and global numerical optimization

    Oluwatayomi Rereloluwa Adegboye, Afi Kekeli Feda, Ghanshyam G. Tejani +3

    ArticleMachine Learning and ELMScientific Reports20250 citations
    ABI

  11. Lightweight Dual-Stream IDS: Feature-Pruned CNN-LSTM with Fast Random-Learning Aquila Optimisation

    Priya Nandihal, Anorgul Ashirova, Ravshan Sultanov +3

    ArticleAdvanced Neural Network Applications20250 citations
    ABI

  12. Quantum-Enhanced AI for Predictive Analytics in Manufacturing

    Priti Sharma, Surendra Kumar, Mohammed H. Fallah +4

    ArticleQuantum Computing Algorithms and Architecture20250 citations
    ABI

  13. Improved Mathematical Hybrid Deep Learning Methods for Blood Cell Image Recognition on Embedded Platforms

    Sayyora Iskandarova, Ayhan Istanbullu, Sanjar Omonov +3

    ArticleDigital Imaging for Blood Diseases20250 citations
    ABI

  14. Challenges of Application of Invisible Artificial Intelligence Technologies in the Industrial Internet of Things

    Gennady Dik, А. В. Богданов, Aleksandr Dik +4

    ChapterDigital Transformation in IndustryLecture notes in computer science20250 citations
    ABI

  15. Correction and removal of expression of concern: Enhanced electrical and magnetic properties of (Co, Yb) co-doped ZnO memristor for neuromorphic computing

    Noureddine Elboughdiri, Shahid Iqbal, Sherzod Abdullaev +4

    OtherAdvanced Memory and Neural ComputingRSC Advances20250 citations
    ABI

  16. Fractional Heat Kernel for Semi-Supervised Graph Learning with Small Training Sample Size

    Farid Bozorgnia, Vyacheslav Kungurtsev, Shirali Kadyrov +1

    PreprintNeural Networks and ApplicationsSSRN Electronic Journal20250 citations
    ABI

  17. Fractional Heat Kernel for Semi-Supervised Graph Learning with Small Training Sample Size

    Farid Bozorgnia, Vyacheslav Kungurtsev, Shirali Kadyrov +1

    PreprintNeural Networks and ApplicationsSSRN Electronic Journal20250 citations
    ABI

  18. Evaluation of Classical and Ensemble Machine Learning Algorithms in KNN-Based Missing Data Imputation

    Fayzullo Nazarov, Abror Akhatov, Sanjar Kenjaev

    ArticleMachine Learning and ELM20260 citations
    ABI

  19. COMPARATIVE ANALYSIS OF TRANSFORMER-BASED FEATURE EXTRACTION AND CLASSIFIER PERFORMANCE: AN EMPIRICAL STUDY ON IoT-ENABLED INDUSTRIAL SYSTEMS

    Khusniddin Ruzimboev

    ArticleIoT and Edge/Fog ComputingTowards a new economy pedagogy and technology20260 citations
    ABI

  20. COMPARATIVE ANALYSIS OF TRANSFORMER-BASED FEATURE EXTRACTION AND CLASSIFIER PERFORMANCE: AN EMPIRICAL STUDY ON IoT-ENABLED INDUSTRIAL SYSTEMS

    Ruzimboev Khusniddin Rakhimberganovich

    ArticleAdvanced Technologies in Various FieldsZenodo (CERN European Organization for Nuclear Research)20260 citations
    ABI

  21. COMPARATIVE ANALYSIS OF TRANSFORMER-BASED FEATURE EXTRACTION AND CLASSIFIER PERFORMANCE: AN EMPIRICAL STUDY ON IoT-ENABLED INDUSTRIAL SYSTEMS

    Ruzimboev Khusniddin Rakhimberganovich

    ArticleAdvanced Technologies in Various FieldsZenodo (CERN European Organization for Nuclear Research)20260 citations
    ABI

  22. A Novel Financial Market Prediction Framework Based on Deep Learning for Accurate Trend Forecasting

    Priya Shirley Muller, Yadala Sucharitha, Shilpa Kottapally +3

    ChapterStock Market Forecasting MethodsLecture notes in networks and systems20260 citations
    ABI

  23. High Probability Convergence Bounds for Non-convex Stochastic Gradient Descent with Sub-Weibull Noise

    Makhamadamin Abrolbekov

    PreprintStochastic Gradient Optimization TechniquesSSRN Electronic Journal20260 citations
    ABI