Proceedings of the acm sigkdd

Proceedings of the ACM SIGKDD Workshop on Interactive Data Exploration and Analytics, IDEA@KDD 2013, Chicago, Illinois, USA, August 11, 2013

WEBKDD 2000 - Web Mining for E-Commerce

In this paper, we provide a summary of the WEBKDD 2000 workshop, whose theme was ‘Web Mining for E-Commerce’. This workshop was held in conjunction with the ACM SIGKDD International Conference on Knowledge Discovery in Databases (KDD-2000).

KDD 2017 Tutorial: Data-Driven Approaches towards Malicious Behavior Modeling

Œe safety, reliability and usability of web platforms are o‰en compromised by malicious entities, such as vandals on Wikipedia, bot connections on TwiŠer, fake likes on Facebook, and several more. Computational models developed with large-scale real-world behavioral data have shown signi€cant progress in identifying these malicious entities. Œis tutorial discusses three broad directions of stat...

Time Series Learning using Monotonic Logical Properties

We propose a new paradigm for time-series learning where users implicitly specify families of signal shapes by choosing monotonic parameterized signal predicates. These families of predicates (also called specifications) can be seen as infinite Boolean feature vectors, that are able to leverage a user’s domain expertise and have the property that as the parameter values increase, the specificat...

Subset Scanning for Event and Pattern Detection

group on knowledge discovery and data mining, Boston, pp 71–80 Hand DJ, Mannila H, Smyth P (2001) Principles of data mining. MIT, Cambridge Hershberger J, Shrivastava N, Suri S (2006) Cluster hulls: a technique for summarizing spatial data streams. In: Proceedings of IEEE international conference on data engineering, Atlanta, p 138 Hulten G, Spencer L, Domingos P (2001) Mining timechanging data...

The Eleventh Workshop on Multimedia Data Mining

In this report we provide a summary of the eleventh Multimedia Data Mining Workshop (MDMKDD 2011) that was held in conjunction with the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2011), August 2124 in San Diego, CA.