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DSML.KZ
Researchers
DK

Dmitry Kaplun

@dmitry-kaplun
OpenAlex
publications
256
citations
1,971
h-index
22
Publications per year
1
2
1
3
5
8
24
11
25
14
21
23
36
31
29
22
20112026

Publications256

  1. A fuzzy rank-based ensemble of CNN models for classification of cervical cytology

    Article · Scientific Reports · PDF

    2032021

  2. Brain tumor image generation using an aggregation of GAN models with style transfer

    Article · Scientific Reports · PDF

    1062022

  3. An Ensemble of CNN Models for Parkinson’s Disease Detection Using DaTscan Images

    Article · Diagnostics · Open access

    872022

  4. Monkeypox detection from skin lesion images using an amalgamation of CNN models aided with Beta function-based normalization scheme

    Article · PLoS ONE · PDF

    732023

  5. Learning Aided System for Agriculture Monitoring Designed Using Image Processing and IoT-CNN

    Article · IEEE Access · Open access

    592022

  6. A deep learning model for classifying human facial expressions from infrared thermal images

    Article · Scientific Reports · PDF

    562021

  7. Detection of Norway Spruce Trees (Picea Abies) Infested by Bark Beetle in UAV Images Using YOLOs Architectures

    Article · IEEE Access · PDF

    552022

  8. Microstructural segmentation using a union of attention guided U-Net models with different color transformed images

    Article · Scientific Reports · PDF

    482023

  9. Adaptive Signal Processing Algorithms Based on EMD and ITD

    Article · IEEE Access · PDF

    392019

  10. Analysis of the Quantization Noise in Discrete Wavelet Transform Filters for Image Processing

    Article · Electronics · PDF

    382018

  11. An intelligent agriculture management system for rainfall prediction and fruit health monitoring

    Article · Scientific Reports · PDF

    372024

  12. AI technologies in the analysis of visual advertising messages: survey and application

    Article · Journal of Marketing Analytics

    362023

  13. Computational Analysis of Movement Patterns of Dogs with ADHD-Like Behavior

    Article · Animals · PDF

    352019

  14. The Effects of Padé Numerical Integration in Simulation of Conservative Chaotic Systems

    Article · Entropy · PDF

    342019

  15. Empirical Mode Decomposition for Signal Preprocessing and Classification of Intrinsic Mode Functions

    Article · Pattern Recognition and Image Analysis

    302018

  16. Signal denoising based on empirical mode decomposition

    Article · Journal of Vibroengineering · PDF

    292017

  17. Automatic Animal Behavior Analysis: Opportunities for Combining Knowledge Representation with Machine Learning

    Talk · Procedia Computer Science · PDF

    282021

  18. Cancer Cell Profiling Using Image Moments and Neural Networks with Model Agnostic Explainability: A Case Study of Breast Cancer Histopathological (BreakHis) Database

    Article · Mathematics · Open access

    262021

  19. Hybrid Impedimetric Biosensors for Express Protein Markers Detection

    Review · Micromachines · PDF

    252024

  20. Video-based marker-free tracking and multi-scale analysis of mouse locomotor activity and behavioral aspects in an open field arena: A perspective approach to the quantification of complex gait disturbances associated with Alzheimer's disease

    Article · Frontiers in Neuroinformatics · Open access

    242023

  21. Optimal Estimation of Wavelet Decomposition Level for a Matching Pursuit Algorithm

    Article · Entropy · PDF

    242019

  22. Filtering Techniques for Chaotic Signal Processing

    Article · Electronics · PDF

    242018

  23. Study of the Fabrication Technology of Hybrid Microfluidic Biochips for Label-Free Detection of Proteins

    Article · Micromachines · PDF

    222021

  24. Toward Development of a Label-Free Detection Technique for Microfluidic Fluorometric Peptide-Based Biosensor Systems

    Article · Micromachines · PDF

    202021