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Machine Learning and Knowledge Discovery in Databases

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Cover of 'Machine Learning and Knowledge Discovery in Databases'

Table of Contents

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    Book Overview
  2. Altmetric Badge
    Chapter 1 Autonomous HVAC Control, A Reinforcement Learning Approach
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    Chapter 2 Clustering by Intent: A Semi-Supervised Method to Discover Relevant Clusters Incrementally
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    Chapter 3 Country-Scale Exploratory Analysis of Call Detail Records Through the Lens of Data Grid Models
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    Chapter 4 Early Detection of Fraud Storms in the Cloud
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    Chapter 5 Flexible Sliding Windows for Kernel Regression Based Bus Arrival Time Prediction
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    Chapter 6 Learning Detector of Malicious Network Traffic from Weak Labels
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    Chapter 7 Online Analysis of High-Volume Data Streams in Astroparticle Physics
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    Chapter 8 Robust Representation for Domain Adaptation in Network Security
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    Chapter 9 Safe Exploration for Active Learning with Gaussian Processes
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    Chapter 10 Semi-Supervised Consensus Clustering for ECG Pathology Classification
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    Chapter 11 Two Step graph-based semi-supervised Learning for Online Auction Fraud Detection
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    Chapter 12 Watch-It-Next: A Contextual TV Recommendation System
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    Chapter 13 Bayesian Hypothesis Testing in Machine Learning
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    Chapter 14 Data-Driven Exploration of Real-Time Geospatial Text Streams
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    Chapter 15 Discovering Neutrinos Through Data Analytics
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    Chapter 16 Listener-Aware Music Recommendation from Sensor and Social Media Data
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    Chapter 17 Logic-Based Incremental Process Mining
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    Chapter 18 Mobility Mining for Journey Planning in Rome
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    Chapter 19 Pattern Structures and Concept Lattices for Data Mining and Knowledge Processing
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    Chapter 20 Privacy Preserving Blocking and Meta-Blocking
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    Chapter 21 Social Data Mining and Seasonal Influenza Forecasts: The FluOutlook Platform
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    Chapter 22 Star Classification Under Data Variability: An Emerging Challenge in Astroinformatics
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    Chapter 23 The Evolution of Social Relationships and Strategies Across the Lifespan
  25. Altmetric Badge
    Chapter 24 Understanding Where Your Classifier Does (Not) Work
  26. Altmetric Badge
    Chapter 25 Machine Learning and Knowledge Discovery in Databases
  27. Altmetric Badge
    Chapter 26 Will This Paper Increase Your h -index?
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    Chapter 27 CardioWheel: ECG Biometrics on the Steering Wheel
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    Chapter 28 Data Patterns Explained with Linked Data
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    Chapter 29 Gazouille: Detecting and Illustrating Local Events from Geolocalized Social Media Streams
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    Chapter 30 HiDER: Query-Driven Entity Resolution for Historical Data
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    Chapter 31 IICE: Web Tool for Automatic Identification of Chemical Entities and Interactions
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    Chapter 32 Interactively Exploring Supply and Demand in the UK Independent Music Scene
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    Chapter 33 Monitoring Production Equipment in Remote Locations
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    Chapter 34 MultiNets : Web-Based Multilayer Network Visualization
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    Chapter 35 OMEGA: An Order-Preserving SubMatrix Mining, Indexing and Search Tool
  37. Altmetric Badge
    Chapter 36 Probabilistic Programming in Anglican
  38. Altmetric Badge
    Chapter 37 ProbLog2: Probabilistic Logic Programming
  39. Altmetric Badge
    Chapter 38 Machine Learning and Knowledge Discovery in Databases
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    Chapter 39 S&P360: Multidimensional Perspective on Companies from Online Data Sources
  41. Altmetric Badge
    Chapter 40 Scavenger – A Framework for Efficient Evaluation of Dynamic and Modular Algorithms
  42. Altmetric Badge
    Chapter 41 UrbanHubble: Location Prediction and Geo-Social Analytics in LBSN
  43. Altmetric Badge
    Chapter 42 VIPER – Visual Pattern Explorer
  44. Altmetric Badge
    Chapter 43 Machine Learning and Knowledge Discovery in Databases
Attention for Chapter 25: Machine Learning and Knowledge Discovery in Databases
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Chapter title
Machine Learning and Knowledge Discovery in Databases
Chapter number 25
Book title
Machine Learning and Knowledge Discovery in Databases
Published in
Lecture notes in computer science, January 2015
DOI 10.1007/978-3-319-23461-8_25
Book ISBNs
978-3-31-923460-1, 978-3-31-923461-8
Authors

Andrienko, N., Natalia Andrienko, Gennady Andrienko, Georg Fuchs, Piotr Jankowski, Andrienko, Natalia, Andrienko, Gennady, Fuchs, Georg, Jankowski, Piotr

X Demographics

X Demographics

The data shown below were collected from the profile of 1 X user who shared this research output. Click here to find out more about how the information was compiled.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 14 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Germany 1 7%
Unknown 13 93%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 4 29%
Professor 2 14%
Student > Master 2 14%
Other 1 7%
Unknown 5 36%
Readers by discipline Count As %
Computer Science 4 29%
Engineering 2 14%
Psychology 1 7%
Arts and Humanities 1 7%
Social Sciences 1 7%
Other 1 7%
Unknown 4 29%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 1. This is our high-level measure of the quality and quantity of online attention that it has received. This Attention Score, as well as the ranking and number of research outputs shown below, was calculated when the research output was last mentioned on 09 December 2015.
All research outputs
#20,326,948
of 22,870,727 outputs
Outputs from Lecture notes in computer science
#6,989
of 8,127 outputs
Outputs of similar age
#296,032
of 353,309 outputs
Outputs of similar age from Lecture notes in computer science
#216
of 257 outputs
Altmetric has tracked 22,870,727 research outputs across all sources so far. This one is in the 1st percentile – i.e., 1% of other outputs scored the same or lower than it.
So far Altmetric has tracked 8,127 research outputs from this source. They receive a mean Attention Score of 5.0. This one is in the 1st percentile – i.e., 1% of its peers scored the same or lower than it.
Older research outputs will score higher simply because they've had more time to accumulate mentions. To account for age we can compare this Altmetric Attention Score to the 353,309 tracked outputs that were published within six weeks on either side of this one in any source. This one is in the 1st percentile – i.e., 1% of its contemporaries scored the same or lower than it.
We're also able to compare this research output to 257 others from the same source and published within six weeks on either side of this one. This one is in the 1st percentile – i.e., 1% of its contemporaries scored the same or lower than it.