Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2018, Dublin, Ireland, September 10-14, 2018, Proceedings - Part III

Publikation: Bücher und AnthologienSammelwerke und AnthologienForschung

Authors

  • Ulf Brefeld (Herausgeber*in)
  • Edward Curry (Herausgeber*in)
  • Elizabeth Daly (Herausgeber*in)
  • Brian MacNamee (Herausgeber*in)
  • Alice Marascu (Herausgeber*in)
  • Fabio Pinelli (Herausgeber*in)
  • Michele Berlingerio (Herausgeber*in)
  • Neil Hurley (Herausgeber*in)

The proceedings contain 12 papers. The special focus in this conference is on Mining Data for Financial Applications. The topics include: Privacy risk for individual basket patterns; exploring students eating habits through individual profiling and clustering analysis; calibrating the mean-reversion parameter in the hull-white model using neural networks; deep factor model: Explaining deep learning decisions for forecasting stock returns with layer-wise relevance propagation; a comparison of neural network methods for accurate sentiment analysis of stock market tweets; a progressive resampling algorithm for finding very sparse investment portfolios; ICIE 1.0: A novel tool for interactive contextual interaction explanations; testing for self-excitation in financial events: A bayesian approach; a web crawling environment to support financial strategies and trend correlation: – extended abstract –; a differential privacy workflow for inference of parameters in the rasch model.

OriginalspracheEnglisch
ErscheinungsortCham
VerlagSpringer
Band11053
Anzahl der Seiten706
ISBN (Print)978-3-030-10996-7
ISBN (elektronisch)978-3-030-10997-4
DOIs
PublikationsstatusErschienen - 2019
VeranstaltungEuropean Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases - ECML PKDD 2018 - Dublin, Irland
Dauer: 10.09.201814.09.2018
http://www.ecmlpkdd2018.org/

Publikationsreihe

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Band11054 LNAI
ISSN (Print)0302-9743
ISSN (elektronisch)1611-3349

DOI

Zuletzt angesehen

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  2. Validation of an open source, remote web-based eye-tracking method (WebGazer) for research in early childhood
  3. Energy Optimization in Motion Planning of a Two-Link Manipulator using Bernstein Polynomials
  4. Adjustable automation and manoeuvre control in automated driving
  5. An observer for sensorless variable valve control in camless internal combustion engines
  6. Multilevel bridge governor by using model predictive control in wavelet packets for tracking trajectories
  7. A PD regulator to minimize noise effect using a minimal variance method for soft landing control of an electromagnetic valve actuator
  8. A simple control strategy for increasing the soft bending actuator performance by using a pressure boost
  9. Use of Machine-Learning Algorithms Based on Text, Audio and Video Data in the Prediction of Anxiety and Post-Traumatic Stress in General and Clinical Populations
  10. Comparison of Trajectory Estimation Methods Based on LIDAR and Monocular Camera in a Simulated Environment
  11. Automatic feature selection for anomaly detection
  12. The Forgotten Function of Forgetting
  13. Kit based motion generator for a soft walking robot
  14. Structural Synthesis of Parallel Robots with Unguided Linear Actuators
  15. Parameterized Synthetic Image Data Set for Fisheye Lens
  16. Document assignment in multi-site search engines
  17. Detection time analysis of propulsion system fault effects in a hexacopter
  18. On the utility of indirect methods for detecting faking
  19. On the origin of passive rotation in rotational joints, and how to calculate it
  20. Homogenization methods for multi-phase elastic composites with non-elliptical reinforcements
  21. Mining Implications From Data
  22. Early Detection of Faillure in Conveyor Chain Systems by Wireless Sensor Node
  23. Trait-based approaches to analyze links between the drivers of change and ecosystem services
  24. Design, Modeling and Control of an Over-actuated Hexacopter Tilt-Rotor
  25. Robust Control of Excavation Mobile Robot with Dynamic Triangulation Vision
  26. Optimal dynamic scale and structure of a multi-pollution economy
  27. An error management perspective on audit quality
  28. A high-resolution approach for the spatiotemporal analysis of forest canopy space using terrestrial laser scanning data
  29. Obstacle Coordinates Transformation from TVS Body-Frame to AGV Navigation-Frame
  30. Impulsive Feedback Linearization for Decoupling of a Constant Disturbance with Low Relative Degree to Control Maglev Systems
  31. A Sliding Mode Control with a Bang-Bang Observer for Detection of Particle Pollution
  32. Global Finite-Time Stabilization of Planar Linear Systems With Actuator Saturation
  33. A Lyapunov based PI controller with an anti-windup scheme for a purification process of potable water
  34. The Impact of AGVs and Priority Rules in a Real Production Setup – A Simulation Study
  35. Performance of process-based models for simulation of grain N in crop rotations across Europe
  36. A Control of an Electromagnetic Actuator Using Model Predictive Control
  37. Passive Rotation Compensation in Parallel Kinematics Using Quaternions
  38. Educational reconstruction as model for the theory-based design of student-centered learning environments in electrical engineering courses
  39. An isomorphism between polynomial eigenfunctions of the transfer operator and the Eichler cohomology for modular groups
  40. A geometric approach for the design and control of an electromagnetic actuator to optimize its dynamic performance
  41. Machine vision system errors for unmanned aerial vehicle navigation
  42. Modernizing persistence–bioaccumulation–toxicity (PBT) assessment with high throughput animal-free methods
  43. Factor structure and measurement invariance of the Students’ Self-report Checklist of Social and Learning Behaviour (SSL)
  44. A Structure and Content Prompt-based Method for Knowledge Graph Question Answering over Scholarly Data
  45. Simple relay non-linear PD control for faster and high-precision motion systems with friction
  46. Controlling a Bank Model Economy by Using an Adaptive Model Predictive Control with Help of an Extended Kalman Filter
  47. Reading Comprehension as Embodied Action: Exploratory Findings on Nonlinear Eye Movement Dynamics and Comprehension of Scientific Texts
  48. WHICH ESTIMATION SITUATIONS ARE RELEVANT FOR A VALID ASSESSMENT OF MEASUREMENT ESTIMATION SKILLS
  49. Individual Scans Fusion in Virtual Knowledge Base for Navigation of Mobile Robotic Group with 3D TVS