Intelligent Systems

using RequestBERT-BiLSTM.- Aiding glaucoma diagnosis from the automated classification and segmentation of fundus images.- Offline and online neural network learning in the context of smart homes and fog computing.- Improved Alternative Average Support Value for Automatic Ingredient Substitute Recommendation in Cooking Recipes.- Augmenting a Physics-Informed Neural Network for the 2D Burgers equation by addition of solution data points.- Impact of Morphological Segmentation on Pre-trained Language Models.- Learning Global Optimization by Deep Reinforcement Learning.- A frequency learning approach based on the Hartley transform for texture classification.- How Resilient are Imitation Learning Methods to Sub-Optimal Experts?.- To Answer or not to Answer? Filtering Questions for QA Systems.- Deep Learning-Based Abstractive Summarization for Brazilian Portuguese Texts.- Interact2Vec: Neural item and user embedding for collaborative filtering.- Deep Learning-Based COVID-19 Screening using Photographs of Chest X-Rays Displayed in Computer Monitors.- Artificial neural networks to analyze energy consumption and temperature of uav on-board computers executing algorithms for object detection.- FastContext: handling out-of-vocabulary words using the word structure and context.- Wrapper Approach for Video Anomaly Detection applying Light Gradient Boosting Machine in a Multiple Instance Learning Setting.- PAN RAM Bootstrapping Regressor - A new RAM-based architecture for regression problems.- ConveXplainer for graph neural networks.- Extreme Learning Machine to Graph Convolutional Networks.- Sequence Labeling Algorithms for Punctuation Restoration in Brazilian Portuguese Texts.- Neural architecture search applied to hybrid morphological neural networks.- Extending the Universal Approximation Theorem for a Broad Class of Hypercomplex-ValuedNeural Networks.