Cluster-based active learning for compact image classification

In this paper, we consider active sampling to label pixels grouped with hierarchical clustering. The objective of the method is to match the data relationships discovered by the clustering algorithm with the user's desired class semantics. The first is represented as a complete tree to be pruned and the second is iteratively provided by the user. The active learning algorithm proposed searches the pruning of the tree that best matches the labels of the sampled points. By choosing the part of the tree to sample from according to current pruning's uncertainty, sampling is focused on most uncertain clusters. This way, large clusters for which the class membership is already fixed are no longer queried and sampling is focused on division of clusters showing mixed labels. The model is tested on a VHR image in a multiclass classification setting. The method clearly outperforms random sampling in a transductive setting, but cannot generalize to unseen data, since it aims at optimizing the classification of a given cluster structure.

The epithelial sodium channel and the control of sodium balance.

Studies aiming at the elucidation of the genetic basis of rare monogenic forms of hypertension have identified mutations in genes coding for the epithelial sodium channel ENaC, for the mineralocorticoid receptor, or for enzymes crucial for the synthesis of aldosterone. These genetic studies clearly demonstrate the importance of the regulation of Na(+) absorption in the aldosterone-sensitive distal nephron (ASDN), for the maintenance of the extracellular fluid volume and blood pressure. Recent studies aiming at a better understanding of the cellular and molecular basis of ENaC-mediated Na(+) absorption in the distal part of nephron, have essentially focused on the regulation ENaC activity and on the aldosterone-signaling cascade. ENaC is a constitutively open channel, and factors controlling the number of active channels at the cell surface are likely to have profound effects on Na(+) absorption in the ASDN, and in the amount of Na(+) that is excreted in the final urine. A number of membrane-bound proteases, kinases, have recently been identified that increase ENaC activity at the cell surface in heterologous expressions systems. Ubiquitylation is a general process that regulates the stability of a variety of target proteins that include ENaC. Recently, deubiquitylating enzymes have been shown to increase ENaC activity in heterologous expressions systems. These regulatory mechanisms are likely to be nephron specific, since in vivo studies indicate that the adaptation of the renal excretion of Na(+) in response to Na(+) diet occurs predominantly in the early part (the connecting tubule) of the ASDN. An important work is presently done to determine in vivo the physiological relevance of these cellular and molecular mechanisms in regulation of ENaC activity. The contribution of the protease-dependent ENaC regulation in mediating Na(+) absorption in the ASDN is still not clearly understood. The signaling pathway that involves ubiquitylation of ENaC does not seem to be absolutely required for the aldosterone-mediated control of ENaC. These in vivo physiological studies presently constitute a major challenge for our understanding of the regulation of ENaC to maintain the Na(+) balance.

Tietokantakäyttäjän autentikoinnin ja auktorisoinnin hallinnointi Active Directory -ympäristössä

Usean nykypäivän yrityksen tietojärjestelmäinfrastruktuuri on muotoutunut heterogeeniseksi ympäristöksi, jossa eri käyttöjärjestelmä- ja laitealustoilla toimii usean eri valmistajan toimittamia järjestelmiä. Heterogeenisen ympäristön hallitsemiseksi yritykseltä vaaditaan keskitettyä tietovarastoa, johon on tallennettu tietoa käytetystä järjestelmäympäristöstä sekä sen komponenteista. Tähän tarkoitukseen Microsoft toi markkinoille vuonna 1999 Active Directory 2000 -hakemistopalvelun. Heterogeenisessa ympäristössä käyttäjien autentikointi ja auktorisointi on erittäin vaativaa. Pahimmassa tapauksessa käyttäjällä voi olla kymmeniä käyttäjätunnus-salasana-yhdistelmiä yrityksen eri tietojärjestelmiin. Lisäksi jokaisessa tietojärjestelmässäon ylläpidettävä käyttäjäkohtaisia toimintavaltuuksia. Niin käyttäjän kuin ylläpitäjänkin näkökulmasta tällainen skenaario on painajainen. Tässä diplomityössä kartoitetaan mahdollisuuksia Oracle-tietokantojen käyttäjien autentikoinnin sekä auktorisoinnin keskittämiseksi Active Directory -hakemistopalveluun. Työssä tarkastellaan tarkoitukseen soveltuvia valmiita kaupallisia ratkaisuja sekä tutkitaan mahdollisuuksia oman ratkaisumallin toteuttamiseksi umpäristöstä löytyvien ohjelmointirajapintojen avulla.

Analysis of Active Magnet Bearing Control Software

Problems of the designing active magnet bearingcontrol are developed. The estimation controller are designed and applied to a rigid rotor. The mathematical model of the active magnet bearing controller is developed. This mathematical model is realized on a DSP. The results of this realization are analyzed. The conclusions about the digital signal processing are made.

Reexamination of the relationship of resting metabolic rate to fat-free mass and to the metabolically active components of fat-free mass in humans.

The ratio of resting metabolic rate (RMR) to fat-free mass (FFM) is often used to compare individuals of different body sizes. Because RMR has not been well described over the full range of FFM, a literature review was conducted among groups with a wide range of FFM. It included 31 data sets comprising a total of 1111 subjects: 118 infants and preschoolers, 323 adolescents, and 670 adults; FFM ranged from 2.8 to 106 kg. The relationship of RMR to FFM was found to be nonlinear and average slopes of the regression equations of the three groups differed significantly (P less than 0.0001). For only the youngest group did the intercept approach zero. The lower slopes of RMR on FFM, at higher measures of FFM, corresponded to relatively greater proportions of less metabolically active muscle mass and to lesser proportions of more metabolically active nonmuscle organ mass. Because the contribution of FFM to RMR is not constant, an arithmetic error is introduced when the ratio of RMR to FFM is used. Hence, alternative methods should be used to compare individuals with markedly different FFM.

Appropriateness of therapy for active Crohn's disease: results of a multidisciplinary international expert panel-EPACT II

The increasing number of trials testing management strategies for luminal Crohn's disease (CD) has not fitted all the gaps in our knowledge and thus, in clinical. practice, many decisions for CD patients have to be taken without the benefit of high-quality evidence. Methods: A multidisciplinary European expert panel used the RAND Appropriateness Method to develop and rate explicit criteria for the management of individual patients with active, steroid-dependent (ST-D) and steroid-refractory (ST-R) CD. Results: Overall., 296 indications pertaining to mild-to-moderate, severe, ST-D, and ST-R CD were rated. In anti-TNF naive patients, budesonide and prednisone were found to be appropriate for mild-moderate CD, and infliximab (IFX) was appropriate when these had previously failed or had not been tolerated. In patients with a prior successful treatment by IFX, this drug, with or without co-administration of a thiopurine analog, was favoured. Other anti-TNFs were appropriate in the presence of intolerance or resistance to IFX. High-dose steroids, IFX or adlimumab were appropriate in severe active CD. For the 105 indications for ST-D or ST-R disease, the panel considered the thiopurine analogs, methotrexate, IFX, adalimumab, and surgery for limited resection, to be appropriate, depending on the outcome of prior therapies. Anti-TNFs were generally considered appropriate in ST-R. Conclusion: Steroids, including budesonide for mild-to-moderate CD, remain the first-line therapy for active luminal CD. Anti-TNFs, in particular IFX as shown by the amount of available evidence, remain the second-line therapy for most indications. Thiopurine analogs, methotrexate and anti-TNFs are favoured in ST-D patients and ST-R patients. (C) 2009 European Crohn's and Colitis Organisation. Published by Elsevier B.V. All rights reserved.

Nuevos datos en torno al escultor Josep Bover i Mas (1802-1866)

[spa]Josep Bover i Mas (1802-1866) fue uno de los más destacados escultores españoles de la Academia de Bellas Artes de Barcelona de la primera mitad del siglo XIX, desarrollando una interesante carrera como creador profesional y docente que, hasta el día de hoy sólo ha sido estudiada de forma fragmentaria. El presente artículo pretende reunir la escasa bibliografía publicada en torno al escultor y aportar numerosos datos nuevos relacionados con su vida y obra, facilitando la interpretación global de su trabajo. Asimismo, pretende sugerir una reflexión sobre la escultura académica decimonónica con el objetivo de contribuir a renovar la visión que de ésta se ha presentado hasta el momento.[eng]Josep Bover i Mas (1802 1866) was one of the most important Spanish sculptors from the Academy of Fine Arts of Barcelona during the first half of the 19th century. He underwent a very interesting career as a professional creator and a teacher, which has only been partially studied. This essay pretends to reunite the scarce bibliographical information on the sculptor that is available today and to present new data related to his life and production, in order to provide a global interpretation of his work. At the same time, this article wants to suggest a renewed reflection on Spanish nineteenth-century academic sculpture.

Nuevos datos en torno al escultor Josep Bover i Mas (1802-1866)

[spa]Josep Bover i Mas (1802-1866) fue uno de los más destacados escultores españoles de la Academia de Bellas Artes de Barcelona de la primera mitad del siglo XIX, desarrollando una interesante carrera como creador profesional y docente que, hasta el día de hoy sólo ha sido estudiada de forma fragmentaria. El presente artículo pretende reunir la escasa bibliografía publicada en torno al escultor y aportar numerosos datos nuevos relacionados con su vida y obra, facilitando la interpretación global de su trabajo. Asimismo, pretende sugerir una reflexión sobre la escultura académica decimonónica con el objetivo de contribuir a renovar la visión que de ésta se ha presentado hasta el momento.

An active strain electromechanical model for cardiac tissue

We propose a finite element approximation of a system of partial differential equations describing the coupling between the propagation of electrical potential and large deformations of the cardiac tissue. The underlying mathematical model is based on the active strain assumption, in which it is assumed that a multiplicative decomposition of the deformation tensor into a passive and active part holds, the latter carrying the information of the electrical potential propagation and anisotropy of the cardiac tissue into the equations of either incompressible or compressible nonlinear elasticity, governing the mechanical response of the biological material. In addition, by changing from an Eulerian to a Lagrangian configuration, the bidomain or monodomain equations modeling the evolution of the electrical propagation exhibit a nonlinear diffusion term. Piecewise quadratic finite elements are employed to approximate the displacements field, whereas for pressure, electrical potentials and ionic variables are approximated by piecewise linear elements. Various numerical tests performed with a parallel finite element code illustrate that the proposed model can capture some important features of the electromechanical coupling, and show that our numerical scheme is efficient and accurate.

Project for Active and Robot Vision Course

Tässä työssä raportoidaan harjoitustyön kehittäminen ja toteuttaminen Aktiivisen- ja robottinäön kurssille. Harjoitustyössä suunnitellaan ja toteutetaan järjestelmä joka liikuttaa kappaleita robottikäsivarrella kolmiuloitteisessa avaruudessa. Kappaleidenpaikkojen määrittämiseen järjestelmä käyttää digitaalisia kuvia. Tässä työssä esiteltävässä harjoitustyötoteutuksessa käytettiin raja-arvoistusta HSV-väriavaruudessa kappaleiden segmentointiin kuvasta niiden värien perusteella. Segmentoinnin tuloksena saatavaa binäärikuvaa suodatettiin mediaanisuotimella kuvan häiriöiden poistamiseksi. Kappaleen paikkabinäärikuvassa määritettiin nimeämällä yhtenäisiä pikseliryhmiä yhtenäisen alueen nimeämismenetelmällä. Kappaleen paikaksi määritettiin suurimman nimetyn pikseliryhmän paikka. Kappaleiden paikat kuvassa yhdistettiin kolmiuloitteisiin koordinaatteihin kalibroidun kameran avulla. Järjestelmä liikutti kappaleita niiden arvioitujen kolmiuloitteisten paikkojen perusteella.