53 results on '"Scherer, Rafal"'
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2. Application of Monte Carlo Algorithms with Neural Network-Based Intermediate Area to the Thousand Card Game
3. Expansion Rate Parametrization and K-Fold Based Inference with U-Net Neural Networks for Multiclass Medical Image Segmentation
4. A Novel Approach to the GQR Algorithm for Neural Networks Training
5. An Interpretable Two-Layered Neural Network Structure–Based on Component-Wise Reasoning
6. Transfer Learning with Deep Neural Embeddings for Music Classification Tasks
7. Human-AI Collaboration to Increase the Perception of VR
8. Autoencoder Neural Network for Detecting Non-human Web Traffic
9. Semantically Consistent Sim-to-Real Image Translation with Neural Networks
10. The Streaming Approach to Training Restricted Boltzmann Machines
11. Applying Machine Learning Techniques to Identify Damaged Potatoes
12. Impact of ELM Parameters and Investment Horizon for Currency Exchange Prediction
13. Efficient Recurrent Neural Network Architecture for Musical Style Transfer
14. The Efficiency of the Stock Exchange - The Case of Stock Indices of IT Companies
15. SURF Algorithm with Convolutional Neural Network as Face Recognition Technique
16. Brazilian Lyrics-Based Music Genre Classification Using a BLSTM Network
17. Building Best Predictive Models Using ML and DL Approaches to Categorize Fashion Clothes
18. Approximation of Fractional Order Dynamic Systems Using Elman, GRU and LSTM Neural Networks
19. Neural Network Subgraphs Correlation with Trained Model Accuracy
20. Application of Neural Networks and Graphical Representations for Musical Genre Classification
21. Speed Limits Can Be Determined from Geospatial Data with Machine Learning Methods
22. Associative Pattern Matching and Inference Using Associative Graph Data Structures
23. Trimmed Robust Loss Function for Training Deep Neural Networks with Label Noise
24. Application of Deep Neural Networks to Music Composition Based on MIDI Datasets and Graphical Representation
25. Linear Parameter-Varying Two Rotor Aero-Dynamical System Modelling with State-Space Neural Network
26. A New Method for Learning RBF Networks by Utilizing Singular Regions
27. Company Bankruptcy Prediction with Neural Networks
28. Motivated Reinforcement Learning Using Self-Developed Knowledge in Autonomous Cognitive Agent
29. Discrete Cosine Transformation as Alternative to Other Methods of Computational Intelligence for Function Approximation
30. A Clustering Based System for Automated Oil Spill Detection by Satellite Remote Sensing
31. A New Proposition of the Activation Function for Significant Improvement of Neural Networks Performance
32. Comparison of the Efficiency of Time and Frequency Descriptors Based on Different Classification Conceptions
33. Fuzzy and Neural Rotor Resistance Estimator for Vector Controlled Induction Motor Drives
34. Fuzzy Sensor-Based Navigation with Neural Tracking Control of the Wheeled Mobile Robot
35. Essential Attributes Generation for Some Data Mining Tasks
36. Boundedness of Weight Elimination for BP Neural Networks
37. Neural-Network Based Robust FTC: Application to Wind Turbines
38. Forecasting Time Series with Multiple Seasonal Cycles Using Neural Networks with Local Learning
39. Eigenvalue Spectra of Functional Networks in fMRI Data and Artificial Models
40. Development of Explicit Neural Predictive Control Algorithm Using Particle Swarm Optimisation
41. System for Independent Living – New Opportunity for Visually Impaired
42. Hybrid Position/Force Control of the SCORBOT-ER 4pc Manipulator with Neural Compensation of Nonlinearities
43. Human Gait Recognition Based on Signals from Two Force Plates
44. Selection of Activation Functions in the Last Hidden Layer of the Multilayer Perceptron
45. Neural Network-Based PCA: An Application to Approximation of a Distributed Parameter System
46. Forecasting in a Multi-skill Call Centre
47. Approximate Neural Economic Set-Point Optimisation for Control Systems
48. Dynamic Matrix Control Algorithm Based on Interpolated Step Response Neural Models
49. Discrete Dual–Heuristic Programming in 3DOF Manipulator Control
50. Discrete Model-Based Adaptive Critic Designs in Wheeled Mobile Robot Control
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