Data and Mobility: Transforming Information into Intelligent by Roland Tusch, Armin Fuchs, Horst Gutmann, Marian Kogler,
By Roland Tusch, Armin Fuchs, Horst Gutmann, Marian Kogler, Julius Köpke (auth.), Julia Düh, Hartwig Hufnagl, Erhard Juritsch, Reinhard Pfliegl, Helmut-Klaus Schimany, Hans Schönegger (eds.)
This quantity of Advances in gentle Computing comprises the accredited and awesome papers provided on the Lakeside convention 2010 in Carinthia, Austria. the subject of the Lakeside convention 2010, info and Mobility – Transporting details into clever site visitors and Transportation companies, used to be selected to underline the significance of data and mobility in shipping and to debate present actions during this zone. the improvement of site visitors administration platforms, lower than the impact of recent applied sciences, is a fast-changing topic and wishes specialists to lead us within the correct course. all over the world, various strategies is being constructed to make site visitors administration more secure, extra sustainable and effective. The 18 papers released during this e-book signify the paintings of nationwide and overseas businesses, universities and study & improvement departments and mirror a couple of present study streams. The articles conceal major fresh advancements within the box, either when it comes to information and mobility, self-learning site visitors tracking structures, ETC-based site visitors telematics ideas and naturalistic using – a brand new approach to info assortment. the wide variety of actions additionally comprises experiences providing viewpoints on cross-border matters corresponding to transnational nowcasting platforms or the comparability among the eu and the yankee ITS approach structure. The organizers additionally took particular care to incorporate papers facing nationwide and geographical features, comparable to the standardized documentation of flood harm and wintry weather upkeep administration systems.
Read or Download Data and Mobility: Transforming Information into Intelligent Traffic and Transportation Services Proceedings of the Lakeside Conference 2010 PDF
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Extra resources for Data and Mobility: Transforming Information into Intelligent Traffic and Transportation Services Proceedings of the Lakeside Conference 2010
1 German Test Site for Road Weather Stations At the Test Site, three Webcams are installed. de/umfelddaten. The sensor systems are evaluated in terms of their applicability for traffic control. Furthermore, the Test Site is used for enhancing the quality of the hardware and software of the sensor systems. With the knowledge gained from the evaluated data from the Test Site, the specifications for tender and the demand and operation of road weather stations are established. Each year, the German federal departments for road construction are informed about the results of the evaluated sensor types from the Test Site.
These participants were selected taking into account requirements of active User Involvement. The selected persons have Lead User Characteristics. Each test drive consisted of two actual tours, one tour without using a COOPERS system, one tour using a COOPERS system. The purpose of these two tours, which took place on the same highway section, was to be able to compare measured data when driving with the COOPERS system at a comparison level (measured when driving without the system). The test procedure is shown in the following figure.
Our experiments show that our framework increases the classification ability by performing confidence-based sensor fusion and robustly adapts to new scenes without any additional manually labeled data. Although we have demonstrated our framework for vehicle classification, selflearning and co-training are general concepts with a high potential for many Autonomous Multi-sensor Vehicle Classification for Traffic Monitoring 25 applications. Future applications may include traffic monitoring, free-flow toll collection, and law enforcement.