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AAAI
2012
13 years 2 days ago
A Sequential Decision Approach to Ordinal Preferences in Recommender Systems
We propose a novel sequential decision approach to modeling ordinal ratings in collaborative filtering problems. The rating process is assumed to start from the lowest level, eva...
Truyen Tran, Dinh Q. Phung, Svetha Venkatesh
CLEF
2011
Springer
13 years 9 months ago
Simulation of Within-Session Query Variations Using a Text Segmentation Approach
Abstract. We propose a generative model for automatic query reformulations from an initial query using the underlying subtopic structure of top ranked retrieved documents. We addre...
Debasis Ganguly, Johannes Leveling, Gareth J. F. J...
90
Voted
ESWS
2007
Springer
15 years 3 months ago
Towards an Ontology for Process Monitoring and Mining
Abstract. Business Process Analysis (BPA) aims at monitoring, diagnosing, simulating and mining enacted processes in order to support the analysis and enhancement of process models...
Carlos Pedrinaci, John Domingue
WORDS
2003
IEEE
15 years 2 months ago
An Interactive Object Based Multimedia System for IP Networks
In this paper, we present the design of a flexible framework for an IP-based network that will support an interactive multimedia (MM) system. The system will enable end users to: ...
Magda El Zarki, Liang Cheng, Haining Liu, Xiaoping...
84
Voted
ICASSP
2009
IEEE
14 years 7 months ago
Comparison of convex combination and affine combination of adaptive filters
In the area of combination of adaptive filters, two main approaches, namely convex and affine combinations have been introduced. In this article, the relation between these two ap...
Alper T. Erdogan, Suleyman Serdar Kozat, Andrew C....