Sciweavers

AAAI
2007
14 years 1 months ago
A Reinforcement Learning Algorithm with Polynomial Interaction Complexity for Only-Costly-Observable MDPs
An Unobservable MDP (UMDP) is a POMDP in which there are no observations. An Only-Costly-Observable MDP (OCOMDP) is a POMDP which extends an UMDP by allowing a particular costly a...
Roy Fox, Moshe Tennenholtz
AAAI
2007
14 years 1 months ago
Recommending Travel Packages Upon Distributed Knowledge
Fabiana Lorenzi, Ana L. C. Bazzan, Mara Abel
AAAI
2007
14 years 1 months ago
Interest-Matching Comparisons using CP-nets
The formation of internet-based social networks has revived research on traditional social network models as well as interest-matching, or match-making, systems. In order to autom...
Andrew W. Wicker, Jon Doyle
AAAI
2007
14 years 1 months ago
Semi-Supervised Learning with Very Few Labeled Training Examples
In semi-supervised learning, a number of labeled examples are usually required for training an initial weakly useful predictor which is in turn used for exploiting the unlabeled e...
Zhi-Hua Zhou, De-Chuan Zhan, Qiang Yang
AAAI
2007
14 years 1 months ago
Counting CSP Solutions Using Generalized XOR Constraints
We present a general framework for determining the number of solutions of constraint satisfaction problems (CSPs) with a high precision. Our first strategy uses additional binary...
Carla P. Gomes, Willem Jan van Hoeve, Ashish Sabha...
AAAI
2007
14 years 1 months ago
L2R: A Logical Method for Reference Reconciliation
The reference reconciliation problem consists in deciding whether different identifiers refer to the same data, i.e., correspond to the same world entity. The L2R system exploits...
Fatiha Saïs, Nathalie Pernelle, Marie-Christi...
AAAI
2007
14 years 1 months ago
On the Value of Good Advice: The Complexity of A* Search with Accurate Heuristics
We study the behavior of the classical A∗ search algorithm when coupled with a heuristic that provides estimates, accurate to within a small multiplicative factor, of the distan...
Hang T. Dinh, Alexander Russell, Yuan Su
AAAI
2007
14 years 1 months ago
Mobile Service for Reputation Extraction from Weblogs - Public Experiment and Evaluation
In this paper, we introduce a mobile service that extracts reputations of a product from weblogs by cellular phones during shopping. If the user takes a photo of a product barcode...
Takahiro Kawamura, Shinichi Nagano, Masumi Inaba, ...
AAAI
2007
14 years 1 months ago
Machine Learning for Automatic Mapping of Planetary Surfaces
We describe an application of machine learning to the problem of geomorphic mapping of planetary surfaces. Mapping landforms on planetary surfaces is an important task and the fi...
Tomasz F. Stepinski, Soumya Ghosh, Ricardo Vilalta
AAAI
2007
14 years 1 months ago
A Semantic Importing Approach to Knowledge Reuse from Multiple Ontologies
We present the syntax and semantics of a modular ontology language SHOIQP to support context-specific reuse of knowledge from multiple ontologies. A SHOIQP ontology consists of m...
Jie Bao, Giora Slutzki, Vasant Honavar