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ICDM
2008
IEEE
112views Data Mining» more  ICDM 2008»
13 years 11 months ago
A Radar for the Internet
In contrast with most internet topology measurement research, our concern here is not to obtain a map as complete and precise as possible of the whole internet. Instead, we claim ...
Matthieu Latapy, Clémence Magnien, Fr&eacut...
ICDM
2008
IEEE
121views Data Mining» more  ICDM 2008»
13 years 11 months ago
Unifying Unknown Nodes in the Internet Graph Using Semisupervised Spectral Clustering
Most research on Internet topology is based on active measurement methods. A major difficulty in using these tools is that one comes across many unresponsive routers. Different m...
Anat Almog, Jacob Goldberger, Yuval Shavitt
ICDM
2008
IEEE
182views Data Mining» more  ICDM 2008»
13 years 11 months ago
Multiple-Instance Regression with Structured Data
We present a multiple-instance regression algorithm that models internal bag structure to identify the items most relevant to the bag labels. Multiple-instance regression (MIR) op...
Kiri L. Wagstaff, Terran Lane, Alex Roper
ICDM
2008
IEEE
135views Data Mining» more  ICDM 2008»
13 years 11 months ago
A Data Stream Mining System
On-line data stream mining has attracted much research interest, but systems that can be used as a workbench for online mining have not been researched, since they pose many dif...
Hetal Thakkar, Barzan Mozafari, Carlo Zaniolo
ICDM
2008
IEEE
124views Data Mining» more  ICDM 2008»
13 years 11 months ago
Interactive Exploration of Model-Based Automatically Extracted Data
We present an interactive system to query, explore and navigate data according to a hierarchical knowledge model that had been automatically populated from unstructured textual da...
Anni Coden, Igor L. Sominsky, Michael A. Tanenblat...
ICDM
2008
IEEE
97views Data Mining» more  ICDM 2008»
13 years 11 months ago
OntoDM: An Ontology of Data Mining
Motivated by the need for unification of the field of data mining and the growing demand for formalized representation of outcomes of research, we address the task of constructi...
Pance Panov, Saso Dzeroski, Larisa N. Soldatova
ICDM
2008
IEEE
99views Data Mining» more  ICDM 2008»
13 years 11 months ago
Kernels for the Investigation of Localized Spatiotemporal Transitions of Drought with Support Vector Machines
We present and discuss several spatiotemporal kernels designed to mine real-life and simulated data in support of drought prediction. We implement and empirically validate these k...
Matthew W. Collier, Amy McGovern
ICDM
2008
IEEE
79views Data Mining» more  ICDM 2008»
13 years 11 months ago
Title-Composing Support System for Reaching New Audiences
Yoko Nishihara, Wataru Sunayama
ICDM
2008
IEEE
179views Data Mining» more  ICDM 2008»
13 years 11 months ago
Detection and Exploration of Outlier Regions in Sensor Data Streams
Sensor networks play an important role in applications concerned with environmental monitoring, disaster management, and policy making. Effective and flexible techniques are need...
Conny Franke, Michael Gertz
ICDM
2008
IEEE
75views Data Mining» more  ICDM 2008»
13 years 11 months ago
Temporal Evolution of the UK Web
Ilaria Bordino, Paolo Boldi, Debora Donato, Massim...