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» Embedding Heterogeneous Data Using Statistical Models
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KDD
2009
ACM
239views Data Mining» more  KDD 2009»
16 years 1 months ago
Tell me something I don't know: randomization strategies for iterative data mining
There is a wide variety of data mining methods available, and it is generally useful in exploratory data analysis to use many different methods for the same dataset. This, however...
Heikki Mannila, Kai Puolamäki, Markus Ojala, ...
ECRTS
2008
IEEE
15 years 7 months ago
Backlog Estimation and Management for Real-Time Data Services
Real-time data services can benefit data-intensive real-time applications, e.g., e-commerce, via timely transaction processing using fresh data, e.g., the current stock prices. T...
Kyoung-Don Kang, Jisu Oh, Yan Zhou
KDD
2004
ACM
209views Data Mining» more  KDD 2004»
16 years 1 months ago
Tracking dynamics of topic trends using a finite mixture model
In a wide range of business areas dealing with text data streams, including CRM, knowledge management, and Web monitoring services, it is an important issue to discover topic tren...
Satoshi Morinaga, Kenji Yamanishi
89
Voted
MM
2000
ACM
98views Multimedia» more  MM 2000»
15 years 5 months ago
Determining computable scenes in films and their structures using audio-visual memory models
In this paper we present novel algorithms for computing scenes and within-scene structures in films. We begin by mapping insights from film-making rules and experimental results f...
Hari Sundaram, Shih-Fu Chang
ATAL
2007
Springer
15 years 4 months ago
On discovery and learning of models with predictive representations of state for agents with continuous actions and observations
Models of agent-environment interaction that use predictive state representations (PSRs) have mainly focused on the case of discrete observations and actions. The theory of discre...
David Wingate, Satinder P. Singh