Active in the SBIR program since soon after the firm was founded but responsive only in the speciic areas of specilaity of the firm's principals, LongShortWay Inc develops machine learning algorithms for interactive applications involving a small number of learning samples, including applications in radar, text, and image analysis. The firm combines innovative research in learning algorithm and close cooperation with subject matter experts who provide practical evaluation of systems. Applications include : - activity analysis and tracking in radar Ground Moving Target Indicator (GMTI) and video data - topic classification for short texts - Android geospatial displays - streaming data processing. In-house expertise involves personnel skilled in: machine learning, learning from samples, video activity analysis, mobile phone Android applications, mobile situation awareness, text classification and clustering, micro-tests, one class machine learning algorithms, support vector machines.
