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Modeling price dynamics on electronic stock exchanges with applications in developing automated trading strategies
This thesis develops models for accurate prediction of price changes on electronic stock exchanges by utilizing autoregressive and logistic methods. Prices on these electronic stock exchanges, also called ECNs, are solely ...
Live Cell Compartment Tracking: Object Tracking in Oscillating Intensity Images
Mathematical modeling has made great strides since the Lotka-Volterra predator-prey models. Newer models attempt to describe sub-cellular signal transduction pathways, such as the JAK-STAT and NF-κB pathways. However, the ...
Sequential quantization for classification : the impact of structure and nonparametric estimates
Sequential quantization is a constrained quantization method in which elements of a real-valued vector are sequentially mapped (quantized) onto a finite set. These quantization systems are constrained in that they are not ...