Recent Developments in Data Science and Intelligent Analysis of Information Proceedings of the XVIII International Conference on Data Science and Intelligent Analysis of Information, June 4-7, 2018, Kyiv, Ukraine /
This book constitutes the proceedings of the XVIII International Conference on Data Science and Intelligent Analysis of Information (ICDSIAI'2018), held in Kiev, Ukraine on June 4-7, 2018. The conference series, which dates back to 2001 when it was known as the Workshop on Intelligent Analysis...
| Συγγραφή απο Οργανισμό/Αρχή: | |
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| Άλλοι συγγραφείς: | , , , , , |
| Μορφή: | Ηλεκτρονική πηγή Ηλ. βιβλίο |
| Γλώσσα: | English |
| Έκδοση: |
Cham :
Springer International Publishing : Imprint: Springer,
2019.
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| Έκδοση: | 1st ed. 2019. |
| Σειρά: | Advances in Intelligent Systems and Computing,
836 |
| Θέματα: | |
| Διαθέσιμο Online: | Full Text via HEAL-Link |
Πίνακας περιεχομένων:
- Part I: Machine Learning: Novel Methods and Applications
- Use of Symmetric Kernels for Convolutional Neural Networks
- Neural Network User Authentication by Geometry of the Auricle
- Race from Pixels: Evolving Neural Network Controller for Vision-Based Car Driving
- Application of Neuro-Controller Models for Adaptive Control
- Forecasting of Forest Fires in Portugal Using Parallel Calculations and Machine Learning
- A New Non-Euclidean Proximal Method for Equilibrium Problems
- Part II: Data Analysis Using Fuzzy Mathematics, Soft Computing, Computing With Words
- Perceptual Computing Based Method for Assessing Functional State of Aviation Enterprise Employees
- Multi-Criteria Decision Making and Soft Computing for the Selection of Specialized IoT Platform
- How Intelligence Community Interprets Imprecise Evaluative Linguistic Expressions, and How to Justify This Empirical-Based Interpretation
- How to Explain Empirical Distribution of Software Defects by Severity
- Part III: Applications of Data Science to Economics. Applied Data Science Systems
- Tobacco Spending in Georgia: Machine Learning Approach
- Explaining Wages in Ukraine: Experience or Education?
- On the Nash Equilibrium in Stochastic Games of Capital Accumulation on a Graph
- Indoor and Outdoor Air Quality Monitoring on the Base of Intelligent Sensors for Smart City
- Assessment of Sustainable Development Goals Achieving With Use of NEXUS Approach in the Framework of GEOEssential ERA-PLANET Project
- An Efficient Remote Disaster Management Technique Using IoT for Expeditious Medical Supplies to Affected Area: An Architectural Study and Implementation
- Part IV: Knowledge Engineering Methods. Ontology Engineering. Intelligent Educational Systems
- Method of Activity of Ontology-Based Intelligent Agent for Evaluating Initial Stages of the Software Lifecycle
- Ontological Representation of Legal Information and an Idea of Crowdsourcing for Its Filling
- Methods for Automated Generation of Scripts Hierarchies from Examples and Diagnosis of Behavior
- Development of the Mathematical Model of the Informational Resource of a Distance Learning System
- Use of Information Technologies to Improve Access to Information in E-Learning Systems
- Multi-Agent Approach Towards Creating an Adaptive Learning Environment
- Part V: Intelligent Search and Information Analysis in Local and Global Networks
- Usage of Decision Support Systems in Information Operations Recognition
- How Click-Fraud Shapes Traffic: A Case Study
- The Model of Words Cumulative Influence in a Text
- Mathematical and Computer Models of Message Distribution in Social Networks Based on the Space Modifcation of Fermi-Pasta-Ulam Approach
- Social Network Structure as a Predictor of Social Behavior: The Case of Protest in the 2016 US Presidential Election
- Internet Data Analysis to Evaluate the Optimal Placement of New Facilities
- Part VI: Novel Theoretical and Practical Applications of Data Science
- Algebra of Clusterizable Relations
- Constructive Proofs of Heterogeneous Equalities in Cubical Type Theory
- Improved Method of Determining the Alternative Set of Numbers in Residue Number System
- Method of an Optimal Nonlinear Extrapolation of a Noisy Random Sequence on the Basis of the Apparatus of Canonical Expansions
- Regularization of Hidden Markov Models Embedded into Reproducing Kernel Hilbert Space
- Application of Probabilistic-Algebraic Simulation for Processing and Analysis of Large Amounts of Data
- Multiblock ADMM with Nesterov Acceleration
- Input Information in the Approximate Calculation of Two-Dimensional Integral from Highly Oscillating Functions (Irregular Case)
- A New Approach to Data Compression.
