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Index
Cover Frontmatter 1. SOCO 2016: Classification
Predicting 30-Day Emergency Readmission Risk Use of Support Vector Machines and Neural Networks to Assess Boar Sperm Viability Learning Fuzzy Models with a SAX-based Partitioning for Simulated Seizure Recognition Real Prediction of Elder People Abnormal Situations at Home
2. SOCO 2016: Machine Learning
Assisting the Diagnosis of Neurodegenerative Disorders Using Principal Component Analysis and TensorFlow Cyclone Performance Prediction Using Linear Regression Techniques Time Analysis of Air Pollution in a Spanish Region Through k-means Using Non-invasive Wearables for Detecting Emotions with Intelligent Agents Impulse Noise Detection in OFDM Communication System Using Machine Learning Ensemble Algorithms
3. SOCO 2016: Soft Computing Applications
A Hybrid Method for Optimizing Shopping Lists Oriented to Retail Store Costumers Estimation of Daily Global Horizontal Irradiation Using Extreme Gradient Boosting Machines The Control of the Output Power Gas Temperature at the Heat Exchanger Industrial Cyber-Physical Systems in Textile Engineering Optimal Scheduling of Joint Wind-Thermal Systems ANN Based Model of PV Modules SCADA Network System for the Monitoring and Control of an Electrical Installation Supplied by a Hydro-Generator $$ Co_{2} $$ C o 2 and Idling Emission Estimation for Vehicle Routing Problem with Mid Way Halts Agent-Based Spatial Dynamic Modeling of Opinion Propagation Exploring Delaying Conditions to Achieve Homogeneity
4. SOCO 2016: Genetic Algorithms
Coevolutionary Workflow Scheduling in a Dynamic Cloud Environment Searching Parsimonious Solutions with GA-PARSIMONY and XGBoost in High-Dimensional Databases A K-means Based Genetic Algorithm for Data Clustering Improvement in the Process of Designing a New Artificial Human Intervertebral Lumbar Disc Combining Soft Computing Techniques and the Finite Element Method
5. SOCO 2016: Image and Video Analysis
Object Recognition by Machine Vision System of Inspection Line Pixel Features for Self-organizing Map Based Detection of Foreground Objects in Dynamic Environments Reliable Workspace Monitoring in Safe Human-Robot Environment Forecasting Store Foot Traffic Using Facial Recognition, Time Series and Support Vector Machines
6. SOCO 2016: Special Session on Optimization, Modeling and Control Systems by Soft Computing
Using GPUs to Speed up a Tomographic Reconstructor Based on Machine Learning An Intelligent Model for Bispectral Index (BIS) in Patients Undergoing General Anesthesia Detection of Stress Level and Phases by Advanced Physiological Signal Processing Based on Fuzzy Logic Reinforcement Learning for Hand Grasp with Surface Multi-field Neuroprostheses Fuzzy Candlesticks Forecasting Using Pattern Recognition for Stock Markets Analysing Concentrating Photovoltaics Technology Through the Use of Emerging Pattern Mining Mobile Wireless System for Outdoor Air Quality Monitoring
7. SOCO 2016: Special Session on Soft Computing Methods in Manufacturing and Management Systems
ANN-Based Hybrid Algorithm Supporting Composition Control of Casting Slip in Manufacture of Ceramic Insulators Genetic Algorithm Adoption to Transport Task Optimization Detecting Existence of Cycles in Petri Nets An Instance Generator for the Multi-Objective 3D Packing Problem Solving Repetitive Production Planning Problems. An Approach Based on Activity-oriented Petri Nets The Concept of Ant Colony Algorithm for Scheduling of Flexible Manufacturing Systems Multistage Sequencing System for Complex Mixed-Model Assembly Problems Robustness of Schedules Obtained Using the Tabu Search Algorithm Based on the Average Slack Method Heterogeneous Fleet Vehicle Routing and Scheduling Subject to Mesh-Like Route Layout Constraints Application of the Hybrid - Multi Objective Immune Algorithm for Obtaining the Robustness of Schedules Outperforming Genetic Algorithm with a Brute Force Approach Based on Activity-Oriented Petri Nets Integration of Manufacturing Functions for SME. Holonic-Based Approach
8. CISIS 2016: Applications of Intelligent Methods for Security
Feel Me Flow: A Review of Control-Flow Integrity Methods for User and Kernel Space A Secure Mobile Platform for Intelligent Transportation Systems Learning Deep Wavelet Networks for Recognition System of Arabic Words Intrusion Detection with Neural Networks Based on Knowledge Extraction by Decision Tree Using Spritz as a Password-Based Key Derivation Function A Multiresolution Approach for Blind Watermarking of 3D Meshes Using Spiral Scanning Method Data Is Flowing in the Wind: A Review of Data-Flow Integrity Methods to Overcome Non-Control-Data Attacks
9. CISIS 2016: Infrastructure and Network Security
Towards a Secure Two-Stage Supply Chain Network: A Transportation-Cost Approach The HTTP Content Segmentation Method Combined with AdaBoost Classifier for Web-Layer Anomaly Detection System Cluster Forests Based Fuzzy C-Means for Data Clustering Neural Visualization of Android Malware Families Time Series Data Mining for Network Service Dependency Analysis Security Analysis of a New Bit-Level Permutation Image Encryption Algorithm Characterization of Android Malware Families by a Reduced Set of Static Features
10. CISIS 2016: Security in Wireless Networks: Mathematical Algorithms and Models
A Comparison of Computer-Based Technologies Suitable for Cryptographic Attacks Cryptanalysis of a Key Authentication Scheme Based on the Chinese Remainder Theorem and Discrete Logarithms A SCIRS Model for Malware Propagation in Wireless Networks Malware Propagation Models in Wireless Sensor Networks: A Review A Study on the Performance of Secure Elliptic Curves for Cryptographic Purposes A SEIS Model for Propagation of Random Jamming Attacks in Wireless Sensor Networks
11. ICEUTE 2016
Educational Big Data Mining: How to Enhance Virtual Learning Environments Application of the PBL Methodology at the B.Sc. in Industrial Electronics and Automation Engineering Coordination and Cooperative Learning in Engineering Studies Welcome Program for First Year Students at the Faculty of Engineering of Vitoria-Gasteiz. Soft Skills Revisiting the Simulated Annealing Algorithm from a Teaching Perspective Minecraft as a Tool in the Teaching-Learning Process of the Fundamental Elements of Circulation in Architecture Skills Development of Professional Ethics in Engineering Degrees in the European Higher Education Area Expert System for Evaluating Teachers in E-Learning Systems The Quadrotor Workshop in Science Week. Spread of Technical and Scientific Applications in Society Erasmus Innovative European Studies Study of Huffman Coding Performance in Linux and Windows 10 IoT for Different Frameworks Virtualization Laboratory for Computer Networks at Undergraduate Level Using the Phone’s Light Sensor to Detect the TV Video Stream Comparing Google Cloud and Microsoft Azure Platforms for Undergraduate Laboratory Use
Backmatter
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