Fast active appearance model search using canonical correlation analysis

A fast AAM search algorithm based on canonical correlation analysis (CCA-AAM) is introduced. It efficiently models the dependency between texture residuals and model parameters during search. Experiments show that CCA-AAMs, while requiring similar implementation effort, consistently outperform standard search with regard to convergence speed by a factor of four.     

A multi-layer framework for puzzle-based denial-of-service defense

Client puzzles have been advocated as a promising countermeasure to denial-of-service (DoS) attacks in recent years. However, how to operationalize this idea in network protocol stacks still has not been sufficiently studied. In this paper, we describe our research on a multi-layer puzzle-based DoS defense architecture, which embeds puzzle techniques into both end-to-end and IP-layer services. Specifically, our research results in two new puzzle techniques: puzzle auctions for end-to-end protection and congestion puzzles for IP-layer protection. We present the designs of these approaches and evaluations of their efficacy. We demonstrate that our techniques effectively mitigate DoS threats to IP, TCP and application protocols; maintain full interoperability with legacy systems; and support incremental deployment. We also provide a game theoretic analysis that sheds light on the potential to use client puzzles for incentive engineering: the costs of solving puzzles on an attackers’ behalf could motivate computer owners to more aggressively cleanse their computers of malware, in turn hindering the attacker from capturing a large number of computers with which it can launch DoS attacks.     

Probabilistic Quorum Systems

We initiate the study of probabilistic quorum systems, a technique for providing consistency of replicated data with high levels of assurance despite the failure of data servers. We show that this technique offers effective load reduction on servers and high availability. We explore probabilistic quorum systems both for services tolerant of benign server failures and for services tolerant of arbitrary (Byzantine) ones. We also prove bounds on the server load that can be achieved with these techniques.     

Models for the active transport of cations...the steady-state analysis

We summarise the progress that has been made in the analysis of active transport models, at the steady-state level. The two general classes of such model, counter-and co-transport, can be treated by a kinetic analysis which makes no assumptions as to the symmetry or asymmetry of the systems nor as to the presence of any particular rate-limiting steps. Precisely the same formalism is obeyed for primary active transport as for secondary active transport. Both are merely a generalisation of facilitated diffusion, in that they follow directly from accepted properties of carrier models. How affinities of such carriers for their substrates affect the efficiency of active transport is discussed and it is shown that in a number of cases, the affinity changes that the carrier demonstrates arise from inherent properties of the free carrier and not from any "high energy" properties of the chemical reactants. Methods of obtaining the kinetic parameters of the system from experimental data are reviewed, together with methods for testing and characterising the different transport models.     

Sample design, sampling weights, imputation, and variance estimation in the 1995 National Survey of Family Growth

OBJECTIVES: Cycle 5 of the National Survey of Family Growth (NSFG) was conducted by the National Center for Health Statistics (NCHS) in 1995. The NSFG collects data on pregnancy, childbearing, and women's health from a national sample of women 15-44 years of age. This report describes how the sample was designed, shows response rates for various subgroups of women, describes how the sampling weights were computed to make national estimates possible, shows how missing data were imputed for a limited set of key variables, and describes the proper ways to estimate sampling errors from the NSFG. The report includes both nontechnical summaries for readers who need only general information and more technical detail for readers who need an in-depth understanding of these topics. METHODS: The 1995 NSFG was based on a national probability sample of women 15-44 years of age in the United States and was drawn from 14,000 households interviewed in the 1993 National Health Interview Survey (NHIS). Of the 13,795 women eligible for the NSFG, 10,847 (79 percent) gave complete interviews. RESULTS: This report recommends using weighted data for analysis and a software package that will estimate sampling errors from complex samples (for example, SUDAAN or comparable software). The rate of missing data in the 1995 NSFG was very low. However, missing data were imputed for 315 key variables, called "recodes." Of the 315 recodes defined for Cycle 5, 271 variables had missing data on less than 1 percent of the cases; only 44 had 1 percent or more with missing data. These missing values were imputed for all of these 315 variables. The imputation procedures are described in this report.     

In vivo adulteration: excess fluid ingestion causes false-negative marijuana and cocaine urine test results

Drug users can be highly motivated to obtain negative results on urine drug tests and may attempt to subvert the process by in vivo adulteration. The use of herbal products for "flushing" and "detoxification" is frequently advertised as an effective means of passing drug tests. Accordingly, a study was designed to determine the effects of ingestion of two herbal products, Naturally Klean Herbal Tea and Golden Seal root, and a diuretic medication, hydrochlorothiazide. The herbal tea was prepared in 1 gal of water as specified by the manufacturer. All other products were consumed with 1 gal of water. Two control conditions in which the subject consumed only water (1 gal; 12 oz) were included. The 1-gal liquid treatments were divided into 4-qt aliquots, and 1-qt was consumed each hour for 4 h. All treatments were begun approximately 22 h after smoking of a marijuana cigarette (3.58% THC) and 22 h after intranasal administration of cocaine hydrochloride. Following all treatments with excess fluid, creatinine and specific gravity dropped in 1.5-2.0 h to levels indicative of diluted specimens (<20 mg/dL creatinine, <1.003 specific gravity). Marijuana and cocaine metabolite concentrations by immunoassay (EMIT and TDx) also dropped rapidly, and the results frequently switched from positive to negative. By the time subjects had consumed 2 qt of any fluid, they were generally producing false-negative results. For example, ingestion of excess water produced dilute specimens (<20 mg/dL creatinine; <1.003 specific gravity) in an average time plus or minus the standard error of the mean of 1.47 +/- 0.17 h (N = 5) and 1.45 +/- 0.2 h (N = 5) following smoked marijuana and intranasal cocaine, respectively. In comparison, ingestion of Klean Tea produced dilute specimens in 1.36 +/- 0.07 h (N = 4) and 1.39 +/- 0.11 h (N = 4) following marijuana and cocaine administration. Recovery of urine test measures to pre-treatment levels occurred over a period of 8-10 h. Average detection times for marijuana metabolite appeared to be slightly shorter following ingestion of 1 gal of fluids compared with ingestion of 12 oz of water as a result of the time of testing being near the end of the cannabinoid metabolite excretion phase. Consequently, negative cannabinoid results induced by fluid ingestion rarely returned to positive after excess water was eliminated. In contrast, negative cocaine results reverted to positive quickly after the dilution effects disappeared. It was concluded that excess water ingestion can produce false-negative test results, but the claims of herbal products to be an aid in passing a urine test appear to be unfounded.     

Central mechanism of an extensive analgesic effect due to strong electroacupuncture of acupoint on spinal dorsal horn neurons]

Experiments were performed on male rats. The responses of dorsal horn convergent neurons in spinal cord (T12-L1) to noxious stimulation of hind paw were recorded extracellularly with glass microelectrode. When low intensity (2 V) electroacupuncture (EA) was used, the nociceptive responses of convergent neurons were inhibited by EA at "Zusanli" near noxious stimulation area, but not at "Xiaguan" far from the area. When intensity (18 V) high than the threshold of C fibers EA was applied at the far acupoint "Xiaguan", obvious analgesic effects on convergent neurons were also produced, showing an extensive analgesic effect of strong EA at acupoint. This extensive analgesic effect was abdicated by lesion of nucleus raphe magnus (NRM), but still persisted to some extent by EA at the same segment acupoint "Zusanli" with 18 V or 2 V intensity. The results suggest that, the extensive analgesia of strong EA at far segment acupoint may be mainly mediated by noxious stimulation through NRM, a negative feedback mechanism modulating pain of supraspinal cord. The analgesia due to 2 V EA at the same segment acupoint may be mainly produced by gate control in spinal cord, but also to some extend by supraspinal cord mechanism.     

Visualizing Newton's method on fractional exponents

Newton's method for finding complex solutions of the equationz –1=0 is investigated for real values of . The bifurcations that occur, as the power varies are illuminated with computer graphics. In particular, the appearance of an attracting 2-cycle just below even powers is investigated.     

Assessment of pathophysiology of stroke by positron emission tomography

In stroke patients, multitracer positron emission tomography (PET) permits the assessment of acute changes in regional cerebral blood flow (rCBF), blood volume (rCBV), oxygen consumption (rCMRO2) and glucose metabolism (rCMRgl), which are the initial steps in the complex molecular and biochemical process leading to ischaemic cell damage. While early infarcts exhibit low flow and oxygen consumption, increased oxygen extraction fraction (OEF) due to preserved metabolism at reduced flow suggests viability of tissue. However, most initially "viable" tissue will be metabolically deranged and will become necrotic in the further course; only in a few instances do these tissue compartments recover to normal function. Increased glucose uptake at reduced oxygen supply induces non-oxidative glycolysis with noxious lactacidosis, whereas hyperperfusion beyond the metabolic demand is of controversial effect. In subacute or chronic states after ischaemia reduced flow can be compensated by increased blood volume; when perfusional reserve is exhausted, oxygen extraction increases. Such findings may guide therapeutic decisions and predict the severity of permanent deficits. Functional deactivation of tissue remote from the lesion is found regularly as a sign of damaged connecting pathways. Flow and metabolic studies during the performance of specific tasks help to detect alternative functional loops and may yield prognostic information. Repeat studies in the course of stroke are employed for the evaluation of therapeutic strategies targeted to improve reperfusion or to effect metabolic or biochemical alterations. In the future PET may gain additional clinical importance when patients are selected for elective treatment according to the prevailing pathophysiological pattern.     

Characterization of an Orphan Type III Polyketide Synthase Conserved in Uncultivated “Entotheonella” Sponge Symbionts

Uncultivated bacterial symbionts from the candidate genus “Entotheonella” have been shown to produce diverse natural products previously attributed to their sponge hosts. In addition to these known compounds, “Entotheonella” genomes contain rich sets of biosynthetic gene clusters that lack identified natural products. Among these is a small type III polyketide synthase (PKS) cluster, one of only three clusters present in all known “Entotheonella” genomes. This conserved “Entotheonella” PKS (cep) cluster encodes the type III PKS CepA and the putative methyltransferase CepB. Herein, the characterization of CepA as an enzyme involved in phenolic lipid biosynthesis is reported. In vitro analysis showed a specificity for alkyl starter substrates and the production of tri- and tetraketide pyrones and tetraketide resorcinols. The conserved distribution of the cep cluster suggests an important role for the phenolic lipid polyketides produced in “Entotheonella” variants.