Sums of infinite series involving the Dirichlet lambda function

Let $$ \lambda(s)=\sum_{n=1}^{\infty}\frac{1}{(2n+1)^{s}},~\textrm{Re}(s)>1 $$ be Dirichlet's lambda function, which was firstly studied by Euler in the real axis under the notation $N(s)$. In this paper, by applying the partial fractional decomposition of the function $\pi\tan(\pi x)$, the explicit calculation of the integral $\int_0^{\frac12}x^{2m-1}\cos(2k\pi x) dx$ and the zeta-values representation of the integral $\int_0^{\frac12}x^{m-1}\log\cos(\pi x)dx$, we establish closed-form expressions for several classes of infinite series involving $\lambda(s)$. As a by product, we show that the lambda-values $\lambda(2k)$ appears as the constant terms of the Eisenstein series for the congruence subgroup $\Gamma_{0}(2).$