Mining positional data streams

Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

Authors

We study frequent pattern mining from positional data streams. Existing approaches require discretised data to identify atomic events and are not applicable in our continuous setting. We propose an efficient trajectory-based preprocessing to identify similar movements and a distributed pattern mining algorithm to identify frequent trajectories. We empirically evaluate all parts of the processing pipeline.

Original languageEnglish
Title of host publicationNew Frontiers in Mining Complex Patterns
Number of pages15
PublisherSpringer Verlag
Publication date2015
Pages102-116
ISBN (print)978-3-319-17875-2
ISBN (electronic)978-3-319-17876-9
DOIs
Publication statusPublished - 2015
Externally publishedYes
Event3rd International Workshop on New Frontiers in Mining Complex Patterns - NFMCP 2014 - Nancy, France
Duration: 19.09.201419.09.2014
Conference number: 3

Recently viewed

Publications

  1. HAWK - hybrid question answering using linked data
  2. Development and validation of the short form of the Later Life Workplace Index
  3. A Lyapunov based PI controller with an anti-windup scheme for a purification process of potable water
  4. Age effects on controlling tools with sensorimotor transformations
  5. Towards a Global Script?
  6. Gain Adaptation in Sliding Mode Control Using Model Predictive Control and Disturbance Compensation with Application to Actuators
  7. Overcoming Multi-legacy Application Challenges through Building Dynamic Capabilities for Low-Code Adoption
  8. Validation of an open source, remote web-based eye-tracking method (WebGazer) for research in early childhood
  9. A Cross-Classified CFA-MTMM Model for Structurally Different and Nonindependent Interchangeable Methods
  10. Using heuristic worked examples to promote solving of reality‑based tasks in mathematics in lower secondary school
  11. Interaction-Dominant Causation in Mind and Brain, and Its Implication for Questions of Generalization and Replication
  12. A simple control strategy for increasing the soft bending actuator performance by using a pressure boost
  13. 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
  14. Mathematical relation between extended connectivity and eigenvector coefficients.
  15. Intraspecific trait variation patterns along a precipitation gradient in Mongolian rangelands
  16. Outperformed by a Computer? - Comparing Human Decisions to Reinforcement Learning Agents, Assigning Lot Sizes in a Learning Factory
  17. Artificial intelligence
  18. Early Detection of Faillure in Conveyor Chain Systems by Wireless Sensor Node
  19. A framework for business model development in technology-driven start-ups
  20. Collaborative open science as a way to reproducibility and new insights in primate cognition research
  21. Chapter 9: Particular Remedies for Non-performance: Section 1: Right to Performance
  22. Strengthening the transformative impulse while mainstreaming real-world labs: Lessons learned from three years of BaWü-Labs
  23. Design of an Information-Based Distributed Production Planning System
  24. The Impact of AGVs and Priority Rules in a Real Production Setup – A Simulation Study
  25. An intersection test for the cointegrating rank in dependent panel data
  26. Employing A-B tests for optimizing prices levels in e-commerce applications
  27. Machine Learning and Data Mining for Sports Analytics
  28. Effects of an expressive writing intervention (EWI) with women treated for breast cancer explored with recurrence quantification analysis (RQA) of changes in text structure - a proof-of-concept study
  29. Efficient co-regularised least squares regression
  30. Logistical Potentials of Load Balancing via the Build-up and Reduction of Stock
  31. The model of educational reconstruction: A framework for the design of theory-based content specific interventions