Intelligent Systems and Applications (eBook)

ViZDoom: DRQN with Prioritized Experience Replay, Double-Q Learning and Snapshot Ensembling.- Ship Classification from SAR Images based on Deep Learning.- HIMALIA: Recovering Compiler Optimization Levels from Binaries by Deep Learning.- Architecture of Management Game for Reinforced Deep Learning.- The Cognitive Packet Network with QoS and Cybersecurity Deep Learning Clusters.- Convolution Neural Network Application for Road Asset Detection and Classification in LiDAR Point Cloud.- PerceptionNet: A Deep Convolutional Neural Network for Late Sensor Fusion.- Reinforcement Learning for Fair Dynamic Pricing.- A Classification-Regression Deep Learning Model for People Counting.- The Impact of Replacing Complex Hand-Crafted Features with Standard Features for Melanoma Classification using Both Hand-Crafted and Deep Features.- Deep Learning in Classifying Depth of Anesthesia (DoA).- Content based Video Retrieval using Convolutional Neural Network.- Proposal and Evaluation of an Indirect Reward Assignment Method for Reinforcement Learning by Profit Sharing Method.- Eye-Tracking to Enhance Usability: A Race Game.- Eye-Tracking to Enhance Usability: A Race Game.- Automatized Approach to Assessment of Degree of Delamination around a Scribe.- Face Detection and Recognition for Automatic Attendance System.- Fine Localization of Complex Components for Bin Picking.- Intrusion Detection in Computer Networks based on KNN, K-Means++ and J48.- Cooperating with Avatars through Gesture, Language and Action.- A Safer YouTube Kids: An Extra Layer of Content Filtering using Automated Multimodal Analysis.- Designing an Augmented Reality Multimodal Interface for 6DOF Manipulation Techniques.- InstaSent: A Novel Framework for Sentiment Analysis based on Instagram Selfies.- Segmentation of Heart Sound by Clustering using Spectral and Temporal Features.- Evaluation of Classifiers for Emotion Detection while Performing Physical and Visual Tasks: Tower of Hanoi and IAPS.- Investigating Input Protocols, Image Analysis, and Machine Learning Methods for an Intelligent Identification System of Fusarium Oxysporum Sp. in Soil Samples.- Intelligent System Design for Massive Collection and Recognition of Faces in Integrated Control Centres.- Wheat Plots Segmentation for Experimental Agricultural Field from Visible and Multispectral UAV Imaging.- Evaluation of Image Spatial Resolution for Machine Learning Mapping of Wildland Fire Effects.- Region-based Poisson Blending for Image Repairing.- Modified Radial Basis Function and Orthogonal Bipolar Vector for Better Performance of Pattern Recognition.- Video Detection for Dynamic Fire Texture by using Motion Pattern Recognition.- A Gaussian-Median Filter for Moving Objects Segmentation Applied for Static Scenarios.- Straight Boundary Detection Algorithm based on Orientation Filter.- Using Motion Detection and Facial Recognition to Secure Places of High Security: A Case Study at Banking Vaults of Ghana.- Kinect-Based Frontal View Gait Recognition using Support Vector Machine.- Curve Evolution based on Edge Following Algorithm for Medical Image Segmentation.- Enhancing Translation from English to Arabic using Two-Phase Decoder Translation.- On Character vs Word Embeddings as Input for English Sentence Classification.