Over the past 4 years, cancer immunotherapy has significantly prolonged survival Perfume, Cologne and Beauty Products time of patients with prostate cancer, melanoma, lung cancer, and liver cancer, but its side effects are also impressive.Different types of the immune therapeutic agents have different on-target or off-target toxicity due to high af
Development of a Novel Classification Approach for Cow Behavior Analysis Using Tracking Data and Unsupervised Machine Learning Techniques
Global Positioning Systems (GPSs) can collect tracking data to remotely monitor livestock well-being and pasture use.Supervised machine learning requires behavioral observations of monitored animals to identify changes in behavior, which is labor-intensive.Our goal was to identify animal behaviors automatically without using human observations.We d
A Numerical Fluid-Solid Coupling Model for the Dynamics of Ships in Atrocious Sea Conditions
Adopting fluid dynamics theory and time-dependent solid dynamics theory of ship, the fluidsolid coupling dynamics numerical model is built.The linear fluid-solid coupling equation is derived SPICES from ship surface integral formula.The time-dependent hull displacement is calculated by solving the non-linear elastic equations.The results show Bulkh
Forecasting abrupt changes in foreign exchange markets: method using dynamical network marker
We apply the idea of dynamical network markers (Chen et al 2012 Sci.Rep.http://dx.doi.org/10.1038/srep00342 ) to foreign exchange markets so that early warning signals can be provided for any abrupt changes.The dynamical network marker constructed achieves a high odds ratio for forecasting these Wall Clocks sudden changes.In addition, we also exten