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» Phenomenal Data Mining: From Data to Phenomena
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IJCNN
2006
IEEE
16 years 23 days ago
Extraction of Components with Structured Variance
Abstract— We present a method for exploratory data analysis of large spatiotemporal data sets such as global longtime climate measurements, extending our previous work on semibli...
Alexander Ilin, Harri Valpola, Erkki Oja
IUI
2003
ACM
15 years 12 months ago
Affective multi-modal interfaces: the case of McGurk effect
This study is motivated by the increased need to understand human response to video-links, 3G telephony and avatars. We focus on response of participants to audiovisual presentati...
Azra N. Ali, Philip H. Marsden
ICDE
2010
IEEE
177views Database» more  ICDE 2010»
16 years 1 months ago
Optimal load shedding with aggregates and mining queries
— To cope with bursty arrivals of high-volume data, a DSMS has to shed load while minimizing the degradation of Quality of Service (QoS). In this paper, we show that this problem...
Barzan Mozafari, Carlo Zaniolo
KDD
2002
ACM
93views Data Mining» more  KDD 2002»
16 years 7 months ago
Interactive deduplication using active learning
Deduplication is a key operation in integrating data from multiple sources. The main challenge in this task is designing a function that can resolve when a pair of records refer t...
Sunita Sarawagi, Anuradha Bhamidipaty
CAISE
2003
Springer
15 years 12 months ago
Decision Support By Learning-On-Demand
Abstract. Decision-support systems provide a large functionality supporting the decision making process. They allow to draw conclusions from data provided by users. In order to be ...
Klaus P. Jantke, Martin Memmel, Oleg Rostanin, Ber...