Intelligent Systems and Applications Proceedings of the 2018 Intelligent Systems Conference (IntelliSys) Volume 1 /

Gathering the Proceedings of the 2018 Intelligent Systems Conference (IntelliSys 2018), this book offers a remarkable collection of chapters covering a wide range of topics in intelligent systems and computing, and their real-world applications. The Conference attracted a total of 568 submissions fr...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Άλλοι συγγραφείς: Arai, Kohei (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Kapoor, Supriya (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Bhatia, Rahul (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2019.
Έκδοση:1st ed. 2019.
Σειρά:Advances in Intelligent Systems and Computing, 868
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
Πίνακας περιεχομένων:
  • 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.