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SGAI
2010
Springer
13 years 9 months ago
Induction of Modular Classification Rules: Using Jmax-pruning
The Prism family of algorithms induces modular classification rules which, in contrast to decision tree induction algorithms, do not necessarily fit together into a decision tree s...
Frederic T. Stahl, Max Bramer
SGAI
2010
Springer
13 years 9 months ago
Graph-Based Norm Explanation
Madalina Croitoru, Nir Oren, Simon Miles, Michael ...
SGAI
2010
Springer
13 years 9 months ago
Evolving Temporal Association Rules with Genetic Algorithms
A novel framework for mining temporal association rules by discovering itemsets with a genetic algorithm is introduced. Metaheuristics have been applied to association rule mining,...
Stephen G. Matthews, Mario A. Góngora, Adri...
SETN
2010
Springer
13 years 9 months ago
Visual Tracking by Adaptive Kalman Filtering and Mean Shift
A method for object tracking combining the accuracy of mean shift with the robustness to occlusion of Kalman filtering is proposed. At first, an estimation of the object's pos...
Vasileios Karavasilis, Christophoros Nikou, Aristi...
PRICAI
2010
Springer
13 years 9 months ago
Sparse Representation: Extract Adaptive Neighborhood for Multilabel Classification
Unlike traditional classification tasks, multilabel classification allows a sample to associate with more than one label. This generalization naturally arises the difficulty in cla...
Shuo Xiang, Songcan Chen, Lishan Qiao
MICAI
2010
Springer
13 years 9 months ago
Towards Document Plagiarism Detection Based on the Relevance and Fragmentation of the Reused Text
Traditionally, External Plagiarism Detection has been carried out by determining and measuring the similar sections between a given pair of documents, known as source and suspiciou...
Fernando Sánchez-Vega, Luis Villaseñ...
MICAI
2010
Springer
13 years 9 months ago
Automatic Image Annotation Using Multiple Grid Segmentation
Abstract. Automatic image annotation refers to the process of automatically labeling an image with a predefined set of keywords. Image annotation is an important step of content-ba...
Gerardo Arellano, Luis Enrique Sucar, Eduardo F. M...
MDAI
2010
Springer
13 years 9 months ago
A Bibliometric Index Based on Collaboration Distances
this abstraction, we present a new index, the c-index, in which the evaluated objects are the citations received (by a paper, an author, a research group, a journal, etc.), the qua...
Maria Bras-Amorós, Josep Domingo-Ferrer, Vi...
MDAI
2010
Springer
13 years 9 months ago
Revisiting Natural Actor-Critics with Value Function Approximation
Actor-critics architectures have become popular during the last decade
Matthieu Geist, Olivier Pietquin
MDAI
2010
Springer
13 years 9 months ago
Rational Privacy Disclosure in Social Networks
Social networking web sites or social networks for short (SNs) have become an important web service with a broad range of applications. In an SN, a user publishes and shares inform...
Josep Domingo-Ferrer