data stream is one emerging topic of datamining, it concerns many applications involving large and temporal data sets such as telephone records data, banking data, multimedia data,... For mining of such data, one cru...
详细信息
Software defect detection has been an important topic of research in the field of software engineering for more than a decade. This research work aims to evaluate the performance of supervised machinelearning techniq...
详细信息
The proceedings contain 230 papers. The topics discussed include: WIPOMTS: an Internet public opinion monitoring system;social context enabled description model for web services;improved learning algorithm for self-ad...
ISBN:
(纸本)9783642340406
The proceedings contain 230 papers. The topics discussed include: WIPOMTS: an Internet public opinion monitoring system;social context enabled description model for web services;improved learning algorithm for self-adaptive neural nets based on principal component analysis;digital library network based on the san technology;research of a vertical search engine for campus network;efficient control scheme for surface temperature of hot roller based on neural network;adaptivity in location-based services;an evolution model of emotional Internet public opinion with informed marks;support vector machine classification algorithm and its application;a flatness patternrecognition model based on wavelet transform and probabilistic neural network;research on reduction algorithm based on variable precision rough set;and a modified group search optimizer algorithm for high dimensional function optimization.
The proceedings contain 230 papers. The topics discussed include: WIPOMTS: an Internet public opinion monitoring system;social context enabled description model for web services;improved learning algorithm for self-ad...
ISBN:
(纸本)9783642340376
The proceedings contain 230 papers. The topics discussed include: WIPOMTS: an Internet public opinion monitoring system;social context enabled description model for web services;improved learning algorithm for self-adaptive neural nets based on principal component analysis;digital library network based on the san technology;research of a vertical search engine for campus network;efficient control scheme for surface temperature of hot roller based on neural network;adaptivity in location-based services;an evolution model of emotional Internet public opinion with informed marks;support vector machine classification algorithm and its application;a flatness patternrecognition model based on wavelet transform and probabilistic neural network;research on reduction algorithm based on variable precision rough set;and a modified group search optimizer algorithm for high dimensional function optimization.
Due to the lack of annotation of their large video archives, multimedia content provider companies and television channels do not use the data in their archives to their full extent. In order to contribute with a solu...
详细信息
Nowadays, Bayesian Networks (BNs) have constituted one of the most complete, self-sustained and coherent formalisms useful for knowledge acquisition, representation and application through computer systems. Yet, the l...
详细信息
A common characteristic of collecting the ground truth for medical images is that multiple experts provide only partially coherent manual segmentations, and in some cases, with varying confidence. As the result, there...
详细信息
The quality of extracted features is the key issue to text mining due to the large number of terms, phrases, and noise. Most existing text mining methods are based on term-based approaches which extract terms from a t...
详细信息
Image annotation plays an important role in content-based image understanding, various machinelearning methods have been proposed to solve this problem. In this paper, label correlation is considered as an undirected...
详细信息
A mechanism for describing 3-D local geometries is presented which is suitable for input into a classifier generator. The objective is to predict the springback that will occur when Asymmetric Incremental Sheet Formin...
详细信息
暂无评论