Machine learning classifiers are shown to outperform conventional matched field processing for a deep water (600 m depth) ocean acoustic-based ship range estimation problem in the Santa Barbara Channel Experiment when limited environmental information is known. Recordings of three different ships of opportunity on a vertical array were used as training and test data for the feed-forward neural ...

Artificial neural networks have featured in a wide range of medical journals, often with promising results. This paper reviews the clinical fields where neural network methods figure most prominently, the main algorithms featured, methodologies for model selection and the need for rigorous evaluation of results. Common methodological shortcomings shared with other publications in medical statis...

The present research tried to study a scientific step toward explaining orders of supreme leader Ayatollah Khamenei about the importance of citizens’ support of national products. The main goal of this research was to study the effective social factors in citizens’ support of national products. Statistical population was 400 persons of Kerman’s people aged more than 15 years old. The theoretica...

The rapid advancement in wireless over wired has augmented the need for improving theQuality of Service (QoS) over such wireless links. However, the wireless ad hoc networkshave too low bandwidth, and establishing a QoS in these networks is a difficult issue. So,support of quality of service in ad hoc networks is the topical issue among the networkscience researchers. In this research we are go...