差分隐私保护的学习资源学习热度推荐

如何降低学习隐私的泄露风险,是在线学习面临的一个亟待解决的问题。文章首先揭露了基于学习资源学习热度的推荐系统的形成与隐私泄露风险问题;针对此问题,文章基于差分隐私保护理论,提出了差分隐私保护的学习资源学习热度推荐方案,即对学习资源推荐值进行差分隐私保护处理后再发布结果;最后,文章通过问卷统计分析和实验对比分析,验证了差分隐私保护的学习资源学习热度推荐效果。差分隐私保护的学习资源学习热度推荐的运用,既能保护学习者的学习隐私,又能保留较高的数据可用性,有利于促进在线学习的安全、健康发展。     

Extraction of novel features for emotion recognition

Hilbert-Huang transform method has been widely utilized from its inception because of the superiority in varieties of areas. The Hilbert spectrum thus obtained is able to reflect the distribution of the signal energy in a number of scales accurately. In this paper, a novel feature called ECC is proposed via feature extraction of the Hilbert energy spectrum which describes the distribution of the instantaneous energy. The experimental results conspicuously demonstrate that ECC outperforms the traditional short-term average energy. Combination of the ECC with mel frequency cepstral coefficients (MFCC) delineates the distribution of energy in the time domain and frequency domain, and the features of this group achieve a better recognition effect compared with the feature combination of the short-term average energy, pitch and MFCC. Afterwards, further improvements of ECC are developed. TECC is gained by combining ECC with the teager energy operator, and EFCC is obtained by introducing the instantaneous frequency to the energy. In the experiments, seven status of emotion are selected to be recognized and the highest recognition rate 83.57% is achieved within the classification accuracy of boredom reaching 100%. The numerical results indicate that the proposed features ECC, TECC and EFCC can improve the performance of speech emotion recognition substantially.     

求解矩阵Penrose广义逆的混合智能算法

有效求解矩阵Penrose广义逆是一个困难的问题．首先将求解Penrose广义逆转化为求最小极值问题,结合粒子群算法和差分算法的优点,设计了混合智能算法．仿真实验结果表明：混合智能算法求解Penrose广义逆是有效的和可行的．算法易于计算机实现,计算精度高．     

双平衡模拟乘法器在广播电视接收机中的应用

本文分析了双平衡模拟乘法器的原理,并讨论其在广播电视接收机中的一些应用.     

多项式模代数在多值逻辑系统中的适应性

针对文献［１］中的模代数系统对多值逻辑的适应性定理，指出了多项式模代数系统对于基数为素数幂值逻辑的适应性     

混沌相关时延键控系统的一种改进方案

为了降低混沌相关时延键控系统的误码率,提出了一种改进方案,将Walsh序列引入到系统中,增加系统的码元速率,有效地消除了系统中的内在信号干扰,改进的系统具有较好的误码性能,也为多用户系统的实现提供了一种有效途径。     

基于ARM的电机动态参数检测与处理系统设计

电机运行时会产生各种电磁和共模干扰,影响电机参数的准确获取。传统的电机参数检测方法不能充分滤除现场出现的各种干扰信号,从而增大测量误差,影响测量参数的准确性。为此,本文设计了一种实用的干扰抑制技术,大大提高了测量参数的准确性和精确性。最后通过GSM／GPRS无线网络数字传输技术,将下位机采集到的电机参数发送给上位机中心专家诊断端系统,进行在线实时故障诊断和排除。     

非线性四阶差分方程的多重解

针对一类四阶差分方程解的多重性问题,将这个方程转化为定义在一个适当空间上泛函的临界点,利用变分原理和一个三临界点定理,得到了这个方程有三个解.