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Machine Learning and Knowledge Discovery in Databases

Overview of attention for book
Cover of 'Machine Learning and Knowledge Discovery in Databases'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 AR-Boost: Reducing Overfitting by a Robust Data-Driven Regularization Strategy
  3. Altmetric Badge
    Chapter 2 Parallel Boosting with Momentum
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    Chapter 3 Inner Ensembles: Using Ensemble Methods Inside the Learning Algorithm
  5. Altmetric Badge
    Chapter 4 Learning Discriminative Sufficient Statistics Score Space for Classification
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    Chapter 5 The Stochastic Gradient Descent for the Primal L1-SVM Optimization Revisited
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    Chapter 6 Bundle CDN: A Highly Parallelized Approach for Large-Scale ℓ1-Regularized Logistic Regression
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    Chapter 7 MORD: Multi-class Classifier for Ordinal Regression
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    Chapter 8 Identifiability of Model Properties in Over-Parameterized Model Classes
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    Chapter 9 Exploratory Learning
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    Chapter 10 Semi-supervised Gaussian Process Ordinal Regression
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    Chapter 11 Influence of Graph Construction on Semi-supervised Learning
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    Chapter 12 Tractable Semi-supervised Learning of Complex Structured Prediction Models
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    Chapter 13 PSSDL: Probabilistic Semi-supervised Dictionary Learning
  15. Altmetric Badge
    Chapter 14 Embedding with Autoencoder Regularization
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    Chapter 15 Reduced-Rank Local Distance Metric Learning
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    Chapter 16 Learning Exemplar-Represented Manifolds in Latent Space for Classification
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    Chapter 17 Locally Linear Landmarks for Large-Scale Manifold Learning
  19. Altmetric Badge
    Chapter 18 Discovering Skylines of Subgroup Sets
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    Chapter 19 Difference-Based Estimates for Generalization-Aware Subgroup Discovery
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    Chapter 20 Local Outlier Detection with Interpretation
  22. Altmetric Badge
    Chapter 21 Anomaly Detection in Vertically Partitioned Data by Distributed Core Vector Machines
  23. Altmetric Badge
    Chapter 22 Mining Outlier Participants: Insights Using Directional Distributions in Latent Models
  24. Altmetric Badge
    Chapter 23 Anonymizing Data with Relational and Transaction Attributes
  25. Altmetric Badge
    Chapter 24 Privacy-Preserving Mobility Monitoring Using Sketches of Stationary Sensor Readings
  26. Altmetric Badge
    Chapter 25 Evasion Attacks against Machine Learning at Test Time
  27. Altmetric Badge
    Chapter 26 The Top-k Frequent Closed Itemset Mining Using Top-k SAT Problem
  28. Altmetric Badge
    Chapter 27 A Declarative Framework for Constrained Clustering
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    Chapter 28 SNNAP: Solver-Based Nearest Neighbor for Algorithm Portfolios
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    Chapter 29 Area under the Precision-Recall Curve: Point Estimates and Confidence Intervals
  31. Altmetric Badge
    Chapter 30 Incremental Sensor Placement Optimization on Water Network
  32. Altmetric Badge
    Chapter 31 Detecting Marionette Microblog Users for Improved Information Credibility
  33. Altmetric Badge
    Chapter 32 Will My Question Be Answered? Predicting “Question Answerability” in Community Question-Answering Sites
  34. Altmetric Badge
    Chapter 33 Learning to Detect Patterns of Crime
  35. Altmetric Badge
    Chapter 34 Space Allocation in the Retail Industry: A Decision Support System Integrating Evolutionary Algorithms and Regression Models
  36. Altmetric Badge
    Chapter 35 Forest-Based Point Process for Event Prediction from Electronic Health Records
  37. Altmetric Badge
    Chapter 36 On Discovering the Correlated Relationship between Static and Dynamic Data in Clinical Gait Analysis
  38. Altmetric Badge
    Chapter 37 Computational Drug Repositioning by Ranking and Integrating Multiple Data Sources
  39. Altmetric Badge
    Chapter 38 Score As You Lift (SAYL): A Statistical Relational Learning Approach to Uplift Modeling.
  40. Altmetric Badge
    Chapter 39 A Theoretical Framework for Exploratory Data Mining: Recent Insights and Challenges Ahead
  41. Altmetric Badge
    Chapter 40 Tensor Factorization for Multi-relational Learning
  42. Altmetric Badge
    Chapter 41 MONIC and Followups on Modeling and Monitoring Cluster Transitions
  43. Altmetric Badge
    Chapter 42 Towards Robot Skill Learning: From Simple Skills to Table Tennis
  44. Altmetric Badge
    Chapter 43 Functional MRI Analysis with Sparse Models
  45. Altmetric Badge
    Chapter 44 Image Hub Explorer: Evaluating Representations and Metrics for Content-Based Image Retrieval and Object Recognition
  46. Altmetric Badge
    Chapter 45 Ipseity – A Laboratory for Synthesizing and Validating Artificial Cognitive Systems in Multi-agent Systems
  47. Altmetric Badge
    Chapter 46 OpenML: A Collaborative Science Platform
  48. Altmetric Badge
    Chapter 47 ViperCharts: Visual Performance Evaluation Platform
  49. Altmetric Badge
    Chapter 48 Entityclassifier.eu: Real-Time Classification of Entities in Text with Wikipedia
  50. Altmetric Badge
    Chapter 49 Hermoupolis: A Trajectory Generator for Simulating Generalized Mobility Patterns
  51. Altmetric Badge
    Chapter 50 AllAboard: A System for Exploring Urban Mobility and Optimizing Public Transport Using Cellphone Data
  52. Altmetric Badge
    Chapter 51 ScienScan – An Efficient Visualization and Browsing Tool for Academic Search
  53. Altmetric Badge
    Chapter 52 InVis: A Tool for Interactive Visual Data Analysis
  54. Altmetric Badge
    Chapter 53 Kanopy: Analysing the Semantic Network around Document Topics
  55. Altmetric Badge
    Chapter 54 SCCQL : A Constraint-Based Clustering System
  56. Altmetric Badge
    Chapter 55 Erratum: Area under the Precision-Recall Curve: Point Estimates and Confidence Intervals
Attention for Chapter 25: Evasion Attacks against Machine Learning at Test Time
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About this Attention Score

  • In the top 5% of all research outputs scored by Altmetric
  • High Attention Score compared to outputs of the same age (93rd percentile)
  • High Attention Score compared to outputs of the same age and source (98th percentile)

Mentioned by

blogs
1 blog
twitter
49 X users
patent
2 patents
facebook
2 Facebook pages
wikipedia
3 Wikipedia pages

Citations

dimensions_citation
8 Dimensions

Readers on

mendeley
640 Mendeley
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Chapter title
Evasion Attacks against Machine Learning at Test Time
Chapter number 25
Book title
Machine Learning and Knowledge Discovery in Databases
Published in
arXiv, August 2017
DOI 10.1007/978-3-642-40994-3_25
Book ISBNs
978-3-64-240993-6, 978-3-64-240994-3
Authors

Battista Biggio, Igino Corona, Davide Maiorca, Blaine Nelson, Nedim Srndic, Pavel Laskov, Giorgio Giacinto, Fabio Roli, Nedim Šrndić, Biggio, Battista, Corona, Igino, Maiorca, Davide, Nelson, Blaine, Šrndić, Nedim, Laskov, Pavel, Giacinto, Giorgio, Roli, Fabio

X Demographics

X Demographics

The data shown below were collected from the profiles of 49 X users 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 640 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Germany 3 <1%
Korea, Republic of 1 <1%
Austria 1 <1%
Unknown 635 99%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 135 21%
Student > Master 103 16%
Student > Bachelor 55 9%
Researcher 52 8%
Student > Doctoral Student 19 3%
Other 75 12%
Unknown 201 31%
Readers by discipline Count As %
Computer Science 314 49%
Engineering 56 9%
Mathematics 12 2%
Unspecified 9 1%
Physics and Astronomy 7 1%
Other 22 3%
Unknown 220 34%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 42. 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 08 August 2023.
All research outputs
#996,146
of 25,552,933 outputs
Outputs from arXiv
#13,454
of 928,033 outputs
Outputs of similar age
#20,151
of 326,035 outputs
Outputs of similar age from arXiv
#242
of 16,186 outputs
Altmetric has tracked 25,552,933 research outputs across all sources so far. Compared to these this one has done particularly well and is in the 96th percentile: it's in the top 5% of all research outputs ever tracked by Altmetric.
So far Altmetric has tracked 928,033 research outputs from this source. They receive a mean Attention Score of 4.3. This one has done particularly well, scoring higher than 98% of its peers.
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 326,035 tracked outputs that were published within six weeks on either side of this one in any source. This one has done particularly well, scoring higher than 93% of its contemporaries.
We're also able to compare this research output to 16,186 others from the same source and published within six weeks on either side of this one. This one has done particularly well, scoring higher than 98% of its contemporaries.