PURPOSES : To operate more efficient traffic management system, it is utmost important to detect the change in congestion level on a freeway segment rapidly and reliably. This study aims to develop classification method of congestion change type. METHODS: This research proposes two classification methods to capture the change of the congestion level on freeway segments using the dedicated short range communication (DSRC) data and the vehicle detection system (VDS) data. For developing the classification methods, the decision tree models were employed in which the independent variable is the change in congestion level and the covariates are the DSRC and VDS data collected from the freeway segments in Korea. RESULTS : The comparison results show that the decision tree model with DSRC data are better than the decision tree model with VDS data. Specifically, the decision tree model using DSRC data with better fits show approximately 95% accuracies. CONCLUSIONS : It is expected that the congestion change type classified using the decision tree models could play an important role in future freeway traffic management strategy.

PURPOSES: This investigational survey is to observe a proper spatial aggregation method for path travel time estimation using the hi-pass DSRC system. METHODS: The links which connect the nodes of section detectors location are used for path travel time estimation traditionally. It makes some problem such as increasing accumulation errors and processing times. In this background, the new links composition methods for spatial aggregation are considered by using some types of nodes as IC, JC, RSE combination. Path travel times estimated by new aggregation methods are compared with PBM travel times by MAE, MAPE and statistical hypothesis tests. RESULTS : The results of minimum sample size and missing rate for 5 minutes aggregation interval are satisfied except for JC link path travel time in Seoul TG~Kuemho JC. Thus, it was additionally observed for minimum sample size satisfaction. In 15, 30 minutes and 1 hour aggregation intervals, all conditions are satisfied by the minimum sample size criteria. For accuracy test and statistical hypothesis test, it has been proved that RSE, Conzone, IC, JC links have equivalent errors and statistical characteristics. CONCLUSIONS : There are some errors between the PBM and the LBM methods that come from dropping vehicles by rest areas. Consequently, this survey result means each of links compositions are available for the estimation of path travel time when PBM vehicles are missed.

Anti-phospholipid antihodies (aPL) have important roles in various pregnancy complications such as recurrent miscarrige, growth retardation, placental abruption and stillbirth. However, their biological actions on preimplantation development of oocytes are still unclear. In this study, we investigated whether either aPL containing sera or phospholipids could affect in vitro fertilization and development of mouse oocytes. Sera used in this study were collected from three patients and the presence of aPL in the sera was confirmed by enzymatic-linked immunosorbent assay. When mouse oocytes were cultured in a serum-free, Chatot, Ziomek and Bavister (CZB) medium (Experiment 1), addition of aPL-containing sera (10%) to CZB medium did not. significantly (P>0.05) influence sperm penetration of oocytes. However, development to the blastocyst stage was significantly (P<0.05) inhibited by serum addition, and formation of morulae (16-23% vs. 58%) and blastocysts (0-4% vs. 21%) was markedly reduced compared with no addition (Experiment 2). In Experiment 3, pronuclear stage embryos were cultured for 96 h in GZB medium supplemented with 1 g /ml phosphatidyl ethanolamine, 1 g/ml phosphatidyl inositol or 1 g /ml phosphatidyl choline. No increase in embryo development was found after addition of the phospholipids to CZB medium. These results suggest that 1) aPL have an inhibitory role in preimplantation development of mouse embryos, and that 2) the action of aPL may be related to a specific phospholid (s) rather than the tested phospholipids in the present study.