Description
Book Synopsis.- Neural Networks and Their Applications.
.- Evaluating Neural Network Models for Accurate Prediction of Network Traffic Load.
.- Practical considerations in implementing neural network training with vector instructions.
.- Utilizing Pointer Generator Network for Vietnamese Spelling Error Correction.
.- Assessing generalization capability of text ranking models in Polish.
.- Advancing GDPR Adherence: Leveraging Generative AI for In-Depth Privacy Policy Analysis in Android Apps.
.- Speedup of training deep neural networks in the streaming approach using genetic algorithms with an application of drift detection.
.- The Use of Synthetic Data in the Development of a Webshop User Profiling System.
.- Fuzzy Hyperplane based Least Squares K-SVCR with Its Applications to Stock Trend Classification.
.- Stock Movement Prediction by Using a Multi-Tasks Multi-Kernel Fuzzy Support Vector Machine with Parametric Margin.
.- Graph-based Dialog Structure Modeling.
.- Distracted driver recognition using CNN with dual self-attention module.
.- Complex-Valued Restricted Boltzmann Machines for Learning Image Data Distributions.
.- On Method of Training of LSTM Neural Network Based on Stability Conditions.
.- Smooth Quadrature-Inspired Generalized Choquet Integral in an Application to Drone Engine Failures Detection.
.- Researching ML Algorithms for Predicting FHB in Corn: A Case Study in Dnipro Region of Ukraine.
.- Investigating HuBERT-based Speech Emotion Recognition Generalisation Capability.
.- Comparison of Hyperparameter Tuning Optimization Methods for LSTM and Stock Price Prediction.
.- Detecting and Warning Duplicate Job Postings on Job Portals.
.- Randomness Versus Backpropagation in Machine Learning .
.- Using BERT to Generate Contextualised Textual Images for Sentiment Analysis.
.- Personality of AI.
.- Crossing the Divide: Designing Layers of Explainability.
.- Pattern Classification.
.- Empowering Intelligent Database Systems Using an Adaptive Recommendation Algorithm.
.- Hancrafted vs. Non-handcrafted features for acoustic scene classification.
.- Effective High Utility Itemsets Mining Algorithm for Incremental Databases.
.- Machine Learning for Gesture Recognition using Leap Motion Controller.
.- Sun Magnetogram Search by Circle Sector Histograms and LSH.
.- Enhancing Semantic Search through Domain Adaptation: A Case Study on the Mobifone News Dataset.
.- Improving Anomaly Detection Methods Through Attribute Exclusion Using Isolation Forest.
.- Classifier Ensemble Learning using Discrete Optimization.
.- Class-Based Time Series Data Augmentation to Mitigate Extreme Class Imbalance for Solar Flare Prediction.
.- An Efficient Clique-based Level-wise Search Algorithm for Spatial Prevalent Co-location Pattern Mining.
