This paper presents a novel deep learning architecture for identifying outliers in the context of intelligent transportation systems. The use convolutional neural network with an efficient decomposition strategy is explored to find anomalous behavior urban traffic flow data. data set decomposed into similar clusters, each containing homogeneous used cluster. In this way, different models are tr...

With the increasing development of industrial Internet, network security has attracted more and attention. Among numerous technologies, anomaly detection technology based on traffic become an important research field. At present, a large number methods for have been proposed. Most better performance are supervised machine learning algorithms, which require labelled data model training. However,...

With insider attacks becoming more common and costing organizations every year, it has never been crucial to be able predict when an attack may happen. Network Anomaly Detection Systems (NADS) have the ability identify unusual behavior making them useful in predicting cyberattacks, but often suffer from high false positive rates. Honeypots used conjunction with NADS can help learning behaviors ...

OBJECTIVES To describe 8 cases of renal artery stenosis (RAS) in children with congenital anomalies of the renal tract. METHODS We conducted a retrospective chart review of 78 children with RAS who were followed up at Great Ormond Street Hospital, London, United Kingdom between 2003 and 2012. We used an interventional radiology database to identify all patients who had RAS confirmed by digita...

to our knowledge, bilateral supernumerary kidney is a very rare renal abnormality and there are five cases presented in the literature. it is difficult to diagnose supernumerary kidney and clinicians have not detected most cases preoperatively. laboratory and imaging studies were acquired and carefully examined. the normal laboratory tests were found. emergency ultrasonography was performed and...

BACKGROUND Thrombocytopenia and absent radius syndrome (TAR) is a rare genetic disorder. It is an autosomal recessive disorder characterised by radial aplasia and thrombocytopenia that may have additional anomalies. We report a case of TAR syndrome with crossed fused renal ectopia. This anomaly has not been previously reported in association with TAR syndrome. CASE PRESENTATION A 24 years old...

Renal hypoplasia refers to a congenitally small kidney where there is essentially normal residual parenchyma but smaller calyces, lobules, and papillae. This anomaly can be divided into two broad groups: complete (global) renal hypoplasia and segmental renal hypoplasia. In this study, a 3 days-old simmental calf was diagnosed with renal hypoplasia and unreconstructed exstrophic bladder. It pres...

r 'HE congenital cardiac defect known as Ebstein's anomaly has been recognized as a pathologic entity for 90 years.1 The first 80 years of this period constituted a relatively dormant era characterized by sporadic descriptions of the lesion at postmortem examination and by intimation that clinical recognition of this anomaly was not possible.2 Knowledge regarding Ebstein's anomaly has accumulat...