We developed an incremental model selection scheme, where planes once detected are tracked and serve as priors in subsequent images.
In order to find the εR(i), simple incremental selection algorithm [50] is used.
Some algorithms that avoid serial searches and with optimal performance have been proposed, we call those the incremental selection and the decremental selection.
This estimated complexity for optimal selection can be deemed as an upper bound of the complexity of any hybrid AS scheme, since there exist some suboptimal but reduced complexity algorithms, such as the incremental selection and the decremental selection algorithms in [7].
The incremental selection AST (I-AST) adds successively antennas at every stage, so the antenna that yields the maximum increase of the channel capacity is added to the set of P transmit antennas [14].
In [10] and [11], the authors proposed incremental selection AF relaying schemes, in which the source retransmits its signal when doubling the received SNR in the SD link satisfies the target SNR.
Ultimately, we are proposing the Darwinian metaphor to facilitate alternative ways of thinking that allows a greater emphasis on the importance of implementation strategies (not just policy), evaluation of implementation strategies, and incremental selection of advantageous strategies that, over time, cumulatively, and adapted to the local context, may assist in strengthening health systems.
The basic idea of our approach is that, instead of permanently changing the list of most important features with newly loaded data blocks, we generalize the concept of incremental feature selection to an incremental feature weighting approach: features are assigned weights in [0,1] according to their importance level.
In order to reduce this selection complexity, we use an incremental greedy search algorithm.
In this paper, an immune-inspired incremental feature selection algorithm called ISFaiNET is proposed as a solution for mining data streams, immune network memory antibody set which is far less than the size of data streams is design as a sketch data set.
Meanwhile, the Incremental Feature Selection and Forward Feature Selection are applied for feature selection.
