Intelligent Data Engineering and Automated Learning IDEAL 2018 19th International Conference Madrid Spain November 21 23 2018 Proceedings Part II Hujun 3030034968 9783030034962

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Product details:

• ISBN 10: 3030034968
• ISBN 13: 9783030034962
• Author: Hujun Yin

This two-volume set LNCS 11314 and 11315 constitutes the thoroughly refereed conference proceedings of the 19th International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2018, held in Madrid, Spain, in November 2018. The 125 full papers presented were carefully reviewed and selected from 204 submissions. These papers provided a timely sample of the latest advances in data engineering and automated learning, from methodologies, frameworks and techniques to applications. In addition to various topics such as evolutionary algorithms, deep learning neural networks, probabilistic modelling, particle swarm intelligence, big data analytics, and applications in image recognition, regression, classification, clustering, medical and biological modelling and prediction, text processing and social media analysis.

Table of contents:

1. Workshop on RiskTrack: Analyzing Radicalization in Online Social Networks
2. Ontology Uses for Radicalisation Detection on Social Networks
3. Measuring Extremism: Validating an Alt-Right Twitter Accounts Dataset
4. RiskTrack: Assessing the Risk of Jihadi Radicalization on Twitter Using Linguistic Factors
5. On Detecting Online Radicalization Using Natural Language Processing
6. Workshop on Methods for Interpretation of Industrial Event Logs
7. Automated, Nomenclature Based Data Point Selection for Industrial Event Log Generation
8. Monitoring Equipment Operation Through Model and Event Discovery
9. Creation of an Event Log from a Low-Level Machinery Monitoring System for Process Mining Purposes
10. Causal Rules Detection in Streams of Unlabeled, Mixed Type Values with Finit Domains
11. On the Opportunities for Using Mobile Devices for Activity Monitoring and Understanding in Mining Applications
12. A Taxonomy for Combining Activity Recognition and Process Discovery in Industrial Environments
13. Mining Attributed Interaction Networks on Industrial Event Logs
14. Special Session on Intelligent Techniques for the Analysis of Scientific Articles and Patents
15. Evidence-Based Systematic Literature Reviews in the Cloud
16. Bibliometric Network Analysis to Identify the Intellectual Structure and Evolution of the Big Data Research Field
17. A New Approach for Implicit Citation Extraction
18. Constructing Bibliometric Networks from Spanish Doctoral Theses
19. Measuring the Impact of the International Relationships of the Andalusian Universities Using Dimensions Database
20. Special Session on Machine Learning for Renewable Energy Applications
21. Gaussian Process Kernels for Support Vector Regression in Wind Energy Prediction
22. Studying the Effect of Measured Solar Power on Evolutionary Multi-objective Prediction Intervals
23. Merging ELMs with Satellite Data and Clear-Sky Models for Effective Solar Radiation Estimation
24. Distribution-Based Discretisation and Ordinal Classification Applied to Wave Height Prediction
25. Wind Power Ramp Events Ordinal Prediction Using Minimum Complexity Echo State Networks
26. Special Session on Evolutionary Computing Methods for Data Mining: Theory and Applications
27. GELAB – A Matlab Toolbox for Grammatical Evolution
28. Bat Algorithm Swarm Robotics Approach for Dual Non-cooperative Search with Self-centered Mode
29. Hospital Admission and Risk Assessment Associated to Exposure of Fungal Bioaerosols at a Municipal Landfill Using Statistical Models
30. Special Session on Data Selection in Machine Learning
31. Novelty Detection Using Elliptical Fuzzy Clustering in a Reproducing Kernel Hilbert Space
32. Semi-supervised Learning to Reduce Data Needs of Indoor Positioning Models
33. Different Approaches of Data and Attribute Selection on Headache Disorder
34. A Study of Fuzzy Clustering to Archetypal Analysis
35. Bare Bones Fireworks Algorithm for Medical Image Compression
36. EMnGA: Entropy Measure and Genetic Algorithms Based Method for Heterogeneous Ensembles Selection
37. Feature Selection and Interpretable Feature Transformation: A Preliminary Study on Feature Engineering for Classification Algorithms
38. Data Pre-processing to Apply Multiple Imputation Techniques: A Case Study on Real-World Census Data
39. Imbalanced Data Classification Based on Feature Selection Techniques
40. Special Session on New Models of Bio-inspired Computation for Massive Complex Environments
41. Design of Japanese Tree Frog Algorithm for Community Finding Problems
42. An Artificial Bee Colony Algorithm for Optimizing the Design of Sensor Networks
43. Community Detection in Weighted Directed Networks Using Nature-Inspired He

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