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941.
Conventional clinical decision support systems are generally based on a single classifier or a simple combination of these models, showing moderate performance. In this paper, we propose a classifier ensemble-based method for supporting the diagnosis of cardiovascular disease (CVD) based on aptamer chips. This AptaCDSS-E system overcomes conventional performance limitations by utilizing ensembles of different classifiers. Recent surveys show that CVD is one of the leading causes of death and that significant life savings can be achieved if precise diagnosis can be made. For CVD diagnosis, our system combines a set of four different classifiers with ensembles. Support vector machines and neural networks are adopted as base classifiers. Decision trees and Bayesian networks are also adopted to augment the system. Four aptamer-based biochip data sets including CVD data containing 66 samples were used to train and test the system. Three other supplementary data sets are used to alleviate data insufficiency. We investigated the effectiveness of the ensemble-based system with several different aggregation approaches by comparing the results with single classifier-based models. The prediction performance of the AptaCDSS-E system was assessed with a cross-validation test. The experimental results show that our system achieves high diagnosis accuracy (>94%) and comparably small prediction difference intervals (<6%), proving its usefulness in the clinical decision process of disease diagnosis. Additionally, 10 possible biomarkers are found for further investigation. 相似文献
942.
Optimized scenario for rainfall forecasting using genetic algorithm coupled with artificial neural network 总被引:4,自引:1,他引:3
Rainfall forecasting plays many important role in water resources studies such as river training works and design of flood warning systems. Recent advancement in artificial intelligence and in particular techniques aimed at converting input to output for highly nonlinear, non-convex and dimensionalized processes such as rainfall field, provide an alternative approach for developing rainfall forecasting model. Artificial neural networks (ANNs), which perform a nonlinear mapping between inputs and outputs, are such a technique. Current literatures on artificial neural networks show that the selection of network architecture and its efficient training procedure are major obstacles for their daily usage. In this paper, feed-forward type networks will be developed to simulate the rainfall field and a so-called back propagation (BP) algorithm coupled with genetic algorithm (GA) will be used to train and optimize the networks. The technique will be implemented to forecast rainfall for a number of times using rainfall hyetograph of recording rain gauges in the Upper Parramatta catchment in the western suburbs of Sydney, Australia. Results of the study showed the structuring of ANN network with the input parameter selection, when coupled with GA, performed better compared to similar work of using ANN alone. 相似文献
943.
An integrated multi-objective immune algorithm for optimizing the wire bonding process of integrated circuits 总被引:2,自引:2,他引:0
Optimization of the wire bonding process of an integrated circuit (IC) is a multi-objective optimization problem (MOOP). In
this research, an integrated multi-objective immune algorithm (MOIA) that combines an artificial immune algorithm (IA) with
an artificial neural network (ANN) and a generalized Pareto-based scale-independent fitness function (GPSIFF) is developed
to find the optimal process parameters for the first bond of an IC wire bonding. The back-propagation ANN is used to establish
the nonlinear multivariate relationships between the wire boning parameters and the multi-responses, and is applied to generate
the multiple response values for each antibody generated by the IA. The GPSIFF is then used to evaluate the affinity for each
antibody and to find the non-dominated solutions. The “Error Ratio” is then applied to measure the convergence of the integrated
approach. The “Spread Metric” is used to measure the diversity of the proposed approach. Implementation results show that
the integrated MOIA approach does generate the Pareto-optimal solutions for the decision maker, and the Pareto-optimal solutions
have good convergence and diversity performance. 相似文献
944.
In the present and next generation wireless networks, cellular system remains the major method of telecommunication infrastructure. Since the characteristic of the resource constraint, call admission control is required to address the limited resource problem in wireless network. The call dropping probability and call blocking probability are the major performance metrics for quality of service (QoS) in wireless network. Many call admission control mechanisms have been proposed in the literature to decrease connection dropping probability for handoffs and new call blocking probability in cellular communications. In this paper, we proposed an adaptive call admission control and bandwidth reservation scheme using fuzzy logic control concept to reduce the forced termination probability of multimedia handoffs. Meanwhile, we adopt particle swarm optimization (PSO) technique to adjust the parameters of the membership functions in the proposed fuzzy logic systems. The simulation results show that the proposed scheme can achieve satisfactory performance when performance metrics are measured in terms of the forced termination probability for the handoffs, the call blocking probability for the new connections and bandwidth utilization. 相似文献
945.
提出一种基于佳点集原理的进化策略用于神经网络结构和参数的调整.为了克服正交设计法的一些不足来处理高维最优化问题,本文采用分步交叉框架,将佳点集技术引入实数域交叉算子增强高维空间的搜索能力.前馈神经网络的隐含节点与连接边数从小逐步递增直至学习效果足够好.通过调整能得到一个部分连接的前馈网络,减少了网络实现的耗费.最后,佳点集进化策略有效应用于生成预测太阳黑子的演化神经网络.实验结果证明了新方法的有效性. 相似文献
946.
水声通信网络信道仿真研究 总被引:1,自引:0,他引:1
根据海洋环境下水声信道的特性,提出一个面向水声通信网络信道的仿真框架,其中包括传播延迟、接收功率、背景噪声、干扰噪声、信噪比与误码率等若干模型,并以一个典型的水声网络仿真场景为例,给出了部分仿真试验结果. 相似文献
947.
在Ad Hoc网络中,广播有着相当广泛的应用,其算法的效率极大地影响着网络的性能.本文基于DP算法提出了BN-DP算法,考虑了节点分布、计数器值以及收发节点间距离对广播算法的影响,赋予处于接收边缘的节点更高的转发概率.然后使用概率模型检测工具PRISM,分析了计数器值和节点分布对BN-DP算法性能的影响.结果表明:在相同可达率的情况下,所提出的BN-DP算法与FP、DP算法相比,减少了转发分组的数量,提高了广播效率. 相似文献
948.
借鉴传感器网络中基于多项式的密钥对预配置方案,设计出一个应用于ad hoc网络的高效密钥对预配置方案:基于多格的密钥预配置方案.该方案提出了多格的概念,将密钥的预配置建立在多个由多项式构成的二维表格之上,从而增加了节点之间建立会话密钥的概率.第1次将门限机制应用到密钥的传输过程中,增强了密钥传输过程中的安全性.通过分析可以看出该方案有一些优良的特性,包括两节点间能以很高的概率成功建立密钥对,对入侵有较强的鲁棒性、低通信量. 相似文献
949.
950.