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IVA
2009
Springer
14 years 6 months ago
Adaptive Mind Agent
Brigitte Krenn, Marcin Skowron, Gregor Sieber, Eri...
IVA
2009
Springer
14 years 6 months ago
A Study into Preferred Explanations of Virtual Agent Behavior
Virtual training systems provide an effective means to train people for complex, dynamic tasks such as crisis management or firefighting. Intelligent agents are often used to pl...
Maaike Harbers, Karel van den Bosch, John-Jules Ch...
ISNN
2009
Springer
14 years 6 months ago
Nonlinear Component Analysis for Large-Scale Data Set Using Fixed-Point Algorithm
Abstract. Nonlinear component analysis is a popular nonlinear feature extraction method. It generally uses eigen-decomposition technique to extract the principal components. But th...
Weiya Shi, Yue-Fei Guo
ISNN
2009
Springer
14 years 6 months ago
A Method of Human Skin Region Detection Based on PCNN
Abstract. A method of human skin region detection based on PCNN is proposed in this paper. Firstly, the input origin image is translated from RGB color space to YIQ color space, an...
Lijuan Duan, Zhiqiang Lin, Jun Miao, Yuanhua Qiao
ISNN
2009
Springer
14 years 6 months ago
Research on Segment Acoustic Model Based Mandarin LVCSR
SM has shown a better performance than HMM in connected word recognition system; however, no reports we have read show that SM has been applied in LVCSR as decoding acoustic model ...
Wenju Liu, Yun Tang, Shouye Peng
ISNN
2009
Springer
14 years 6 months ago
Use of Ensemble Based on GA for Imbalance Problem
In real-world applications, it has been observed that class imbalance (significant differences in class prior probabilities) may produce an important deterioration of the classifie...
Laura Cleofas, Rosa Maria Valdovinos, Vicente Garc...
ISNN
2009
Springer
14 years 6 months ago
A New Instance-Based Label Ranking Approach Using the Mallows Model
In this paper, we introduce a new instance-based approach to the label ranking problem. This approach is based on a probability model on rankings which is known as the Mallows mode...
Weiwei Cheng, Eyke Hüllermeier
ISNN
2009
Springer
14 years 6 months ago
An Improved Quantum Evolutionary Algorithm with 2-Crossovers
Quantum evolutionary algorithm (QEA) is proposed on the basis of the concept and principles of quantum computing, which is a classical metaheuristic algorithm for the approximate s...
Zhihui Xing, Haibin Duan, Chunfang Xu
ISMIS
2009
Springer
14 years 6 months ago
Novelty Detection from Evolving Complex Data Streams with Time Windows
Abstract. Novelty detection in data stream mining denotes the identification of new or unknown situations in a stream of data elements flowing continuously in at rapid rate. This...
Michelangelo Ceci, Annalisa Appice, Corrado Loglis...
ISMIS
2009
Springer
14 years 6 months ago
GIS-FLSolution: A Spatial Analysis Platform for Static and Transportation Facility Location Allocation Problem
Static and transportation facility location allocation problem is a new problem in facility location research. It aims to find out optimal locations of static and transportation fa...
Wei Gu, Xin Wang, Liqiang Geng