Supported by the National Natural Science Foundation of China (No. 61003198, 60703108, 60703109, 60702062,60803098);the National High Technology Development 863 Program of China (No. 2008AA01Z125, 2009AA12Z210);the China Postdoctoral Science Foundation funded project (No. 20090460093);the Provincial Natural Science Foundation of Shaanxi, China (No. 2009JQ8016)
The performance of the classical clustering algorithm is not always satisfied with the high-dimensional datasets, which make clustering method limited in many application. To solve this problem, clustering method with...
Supported by the National Natural Science Foundation of China (60703107, 60703108);the National High Technology Research and Development Program of China (863 Program) (2006AA01Z107);the National Basic Research Program of China (973 Program) (2006CB705700);the Program for Changjiang Scholars and Innovative Research Team in University (IRT0645)
This paper presents a novel approach that can quickly and effectively partition images based on fully exploiting the spatially coherent property. We propose an algorithm named iterative loopy belief propagation(iLBP...
supported by the National Natural Science Foundation of China (Grant Nos.60703107,60703108);the National High Technology Research and Development Program (863 Program) of China (Grant Nos. 2006AA01Z107 and 2008AA12Z2475853);the National Basic Research Program (973 Program) of China(Grant No.2006CB705700);the Program for New Century Excellent Talents in University;the Program for Che-ung Kong Scholars and Innovative Research Team in University (Grant No.IRT0645)
The biological immune system is a highly parallel and distributed adaptive system. The information processing abilities of the immune system provide important insights into the field of computation. Based on immunodom...
Supported by the National Natural Science Foundation of China (Grant Nos. 60703107, 60703108);the National High-Tech Research & Develop-ment Program of China (Grant No. 2009AA12Z210);the Program for New Century Excellent Talents in University (Grant No. NCET-08-0811);the Program for Cheung Kong Scholars and Innovative Research Team in University (Grant No. IRT-06-45)
Artificial immune systems (AIS) are a kind of new computational intelligence methods which draw inspiration from the human immune system. In this study, we introduce an AIS-based optimization algorithm, called clona...
supported by the National Natural Science Foundation of China (Grant Nos. 60703107 and 60703108);the National High Technology Research and Development Program of China (Grant No.2006AA01Z107);the National Basic Research Program of China (Grant No. 2006CB705700);the Program for Cheung Kong Scholars and Innovative Research Teamin University (PCSIRT, IRT0645)
A novel analytic approach is presented to study the population of excitatory and inhibitory spiking neurons in this paper. The evolution in time of the population dynamic equation is determined by a partial differenti...
supported by the National Natural Science Foundation of China (Grant Nos.60703107 and 60703108);the National High Technology Research and Development Program (863Program) of China(Grant Nos.2006AA01Z107 and 2008AA12Z2475853);the National Basic Research Program (973 Program) of China (Grant No.2006CB705700);the Program for Cheung Kong Scholars and Innovative Research Team in University (Grant No.IRT0645)
The immune system's ability to adapt its B cells to new types of antigen is powered by processes known as clonal selection and affinity maturation. When the body is exposed to the same antigen, immune system usually ...