Search improvements in multirelational learning

Machine learning, inductive logic programming, search

On propositionalization for knowledge discovery in relational databases

Propositionalization, Inductive Logic Programming, Multi-Relational Data Mining

Accuracy vs. simplicity: a complex trade-off

Inductive learning aims at finding general rules that hold true in a database. Targeted learning seeks rules for the predictions of the value of a variable based on the values of others, as in the case of linear or non-parametric regression analysis. Non-targeted learning finds regularities without a specific prediction goal. We model the product of non-targeted learning as rules that state that a certain phenomenon never happens, or that certain conditions necessitate another. For all types of rules, there is a trade-off between the rule's accuracy and its simplicity. Thus rule selection can be viewed as a choice problem, among pairs of degree of accuracy and degree of complexity. However, one cannot in general tell what is the feasible set in the accuracy-complexity space. Formally, we show that finding out whether a point belongs to this set is computationally hard. In particular, in the context of linear regression, finding a small set of variables that obtain a certain value of R2 is computationally hard. Computational complexity may explain why a person is not always aware of rules that, if asked, she would find valid. This, in turn, may explain why one can change other people's minds (opinions, beliefs) without providing new information.

La Variació de les etapes evolutives i l'adquisició dels aprenentatges aquàtics en una experiència motriu en la primera infància

My work seeks, to observe if there is some variation at some evolutionary stage starting from the knowledge obtained starting from the study of learning and development motor, with reference to a controlled group. My research details the types of aquatic abilities that take place as a consequence of a specific program. My investigation uses a quantitative methodology that compares the moments of appearance of different evolutionary stages in a first phase and a qualitative methodology for the second phase that makes those learnings thake place as a consequence of my intervention. To elaborate this process I have used an inductive and deductive method, I have based my reserach on fifteen years, of experience of these practices and used the data that has been provided to me from other's author's investigations.

Role of cytokines in secondary lymphoid organ development

Summary Secondary lymphoid organs are sites of antigen presentation, clonal expansion of B and lymphocytes, and affinity maturation of B lymphocytes. In the intestine, these immune functions occur mainly in Peyer's patches (PP). PP develop through the interplay of two main cell types, haematopoietic cells and meserichyrnal cells. One particular haematopoietic cell type was identified as the inductive cell type in the formation of both PP and lymph nodes and was therefore designated as lymphoid tissue inducer cell. For a successful PP organogenesis, the crucial molecular components involved in the crosstalk of inducer cells and their mesenchymal target cells are adhesion molecules, lymphotoxin (LT) family members, and cytokines. In particular, the interleukin 7 receptor (IL-7R) expressed on inducer cells is absolutely required. To investigate the contribution of the ligand for the IL-7R. the cytokine IL-7, in the process of PP formation, we analyzed double transgenic (TG) mice. These mice resulted from an interbreeding of an IL-7TG mouse strain where the transgene is under the control of the MHC class II promoter with a second transgenic mouse strain, which overexpresses a transactivator for MHC class II genes. Double TG offsprings revealed higher levels of IL-7 mRNA occuring earlier in embryogenesis. Consequently, double TG mice showed a striking phenotype with a 3- to 5-fold increase in PP numbers compared to single IL-7TG or control littermates. Analysis of embryonic double TG intestines demonstrated that the process of PP development was already elevated during development as early as the embryonic day 16.5. Importantly, inducer cells were significantly increased in numbers in these embryonic intestines. Furthermore, the expression of LT? mRNA, which at this early time point is exclusively expressed by inducer cells, was also increased in double TG animals. These data clearly indicate a direct influence of IL-7 on the expansion of lymphoid tissue inducer cells and on the availability of LT? leading to a higher frequency of developing PP in fetal life. Interestingly, in addition to an enhanced frequency of PP development, in double TG mice, three additional phenotypic differences were observed. i) Lymphocyte infiltration in various non-lymphoid organs, such as stomach, salivary gland, and liver. Subsequent analysis demonstrated that B lymphocytes were predominant within these tertiary lymphoid structures. ii) Ectopic lymph node-like structures containing both B and T lymphocytes were found near the inguinal lymph node. iii) Double TG mice had a severe bone resorption syndrome most likely as a consequence of the pro-osteoclastic effect of IL-7. Taken together, these results show that IL-7 plays a key role in the homeostasis of inducer cells, in the generation of PP in the gut, in the formation of ectopic lymphoid tissue, and in bone resorption. Résumé Les organes lymphoïdes secondaires sont les lieux de présentation des antigènes aux lymphocytes, permettant l'expansion des lymphocytes B et T et la maturation d'affinité des lymphocytes B. Dans l'intestin, ces fonctions immunitaires se déroulent dans les plaques de Peyer (PP). Ces plaques se développent grâce à l'interaction des cellules hématopoïétiques avec des cellules mésenchymales. Un type particulier de cellules hématopoïétiques a été identifié comme cellule inductrice dans la formation des PP et des ganglions lymphatiques et de ce fait a été désigné cellule inductrice des tissus lymphoïdes. Durant l'organogénèse des PP, les composants moléculaires cruciaux impliqués dans l'interaction des cellules inductrices et des cellules mésenchymales sont les molécules d'adhésion, les membres de la famille des lymphotoxines (LT) et les cytokines. En particulier, le récepteur de l'interleukine 7 (IL-7R) exprimé par les cellules inductrices est absolument nécessaire. Pour étudier le rôle du ligand de l'IL-7R, l'interleukine IL-7, dans la formation des PP, nous avons croisé une lignée de souris transgénique (TG) surexprimant IL-7 sous contrôle du promoteur MHC class Il avec une lignée de souris transgénique surexprimant un transactivateur des genes MHC class II. Les souris doubles TG présentent une concentration élevée d'ARNm de l'IL-7 durant l'embryogénèse, ce qui résulte en une augmentation du nombre de PP de 3 à 5 fois en comparaison aux souris ayant seul le transgène IL-7 et aux souris contrôles. L'analyse des intestins des souris doubles TG démontre que le processus de développement des PP était élevé dès le jour 16.5 du développement embryonnaire. L'augmentation du nombre des cellules inductrices dans ces intestins embryonnaires est signilicative. De plus l'expression de l'ARNm LT?, qui à ce stade précoce est exclusivement exprimé dans les cellules inductrices, est également augmenté dans les doubles TG. Ces résultats indiquent clairement une influence directe d'IL-7 sur l'expansion des cellules inductrices des tissues lymphoïdes et sur la synthèse de LT? induisant une augmentation des PP se développant durant la vie foetale. En plus du développement accru des PP dans les souris doubles TG, trois différences phénotypiques ont été observées. i) L'infiltration lymphocytaire dans différents organes non-lymphoïdes, comme l'estomac, les glandes salivaires et le foie. Des analyses complémentaires ont demontré que les lymphocytes B étaient prédominants dans ces structures lymphoïdes tertiaires. ii) Des structures de ganglions lymphatiques ectopiques contenant des lymphocytes B et T ont été trouvées près des ganglions lymphatiques inguinaux. iii) Les souris doubles TG présentent un syndrome de résorption osseuse sévère probablement dû à l'effet pro-osteoclaste d'IL-7. Globalement, ces résultats montrent que IL-7 joue un rôle clé dans l'homéostasie des cellules inductrices dans la génèse de PP de l'intestin, dans la formation des tissus lymphoïdes ectopiques et dans la résorption osseuse.

Ectodysplasin A1 promotes placodal cell fate during early morphogenesis of ectodermal appendages.

Organs developing as appendages of the ectoderm are initiated from epithelial thickenings called placodes. Their formation is regulated by interactions between the ectoderm and underlying mesenchyme, and several signalling molecules have been implicated as activators or inhibitors of placode formation. Ectodysplasin (Eda) is a unique signalling molecule in the tumour necrosis factor family that, together with its receptor Edar, is necessary for normal development of ectodermal organs both in humans and mice. We have shown previously that overexpression of the Eda-A1 isoform in transgenic mice stimulates the formation of several ectodermal organs. In the present study, we have analysed the formation and morphology of placodes using in vivo and in vitro models in which both the timing and amount of Eda-A1 applied could be varied. The hair and tooth placodes of K14-Eda-A1 transgenic embryos were enlarged, and extra placodes developed from the dental lamina and mammary line. Exposure of embryonic skin to Eda-A1 recombinant protein in vitro stimulated the growth and fusion of placodes. However, it did not accelerate the initiation of the first wave of hair follicles giving rise to the guard hairs. Hence, the function of Eda-A1 appears to be downstream of the primary inductive signal required for placode initiation during skin patterning. Analysis of BrdU incorporation indicated that the formation of the epithelial thickening in early placodes does not involve increased cell proliferation and also that the positive effect of Eda-A1 on placode expansion is not a result of increased cell proliferation. Taken together, our results suggest that Eda-A1 signalling promotes placodal cell fate during early development of ectodermal organs.

Ectodysplasin has a dual role in ectodermal organogenesis: inhibition of Bmp activity and induction of Shh expression.

Ectodermal organogenesis is regulated by inductive and reciprocal signalling cascades that involve multiple signal molecules in several conserved families. Ectodysplasin-A (Eda), a tumour necrosis factor-like signalling molecule, and its receptor Edar are required for the development of a number of ectodermal organs in vertebrates. In mice, lack of Eda leads to failure in primary hair placode formation and missing or abnormally shaped teeth, whereas mice overexpressing Eda are characterized by enlarged hair placodes and supernumerary teeth and mammary glands. Here, we report two signalling outcomes of the Eda pathway: suppression of bone morphogenetic protein (Bmp) activity and upregulation of sonic hedgehog (Shh) signalling. Recombinant Eda counteracted Bmp4 activity in developing teeth and, importantly, inhibition of BMP activity by exogenous noggin partially restored primary hair placode formation in Eda-deficient skin in vitro, indicating that suppression of Bmp activity was compromised in the absence of Eda. The downstream effects of the Eda pathway are likely to be mediated by transcription factor nuclear factor-kappaB (NF-kappaB), but the transcriptional targets of Edar have remained unknown. Using a quantitative approach, we show in cultured embryonic skin that Eda induced the expression of two Bmp inhibitors, Ccn2/Ctgf (CCN family protein 2/connective tissue growth factor) and follistatin. Moreover, our data indicate that Shh is a likely transcriptional target of Edar, but, unlike noggin, recombinant Shh was unable to rescue primary hair placode formation in Eda-deficient skin explants.

Pequín, London, Roma: un viatge lingüístic a través de la història de tres llengües: gramàtica comparada entre el xinès, l'anglès i el llatí

Treball de recerca realitzat per un alumne d'ensenyament secundari i guardonat amb un Premi CIRIT per fomentar l'esperit científic del Jovent l'any 2009. En aquest treball es vol trobar un vincle entre les cultures més influents al llarg de la història d’Àsia i Europa, prenent com a element bàsic les seves llengües: el xinès, l’anglès i el llatí. Ara bé, la comparació lingüística entre elles només té veritable interès si es cerca allò comú sobretot semàntica i sintàcticament, posat que d'entrada, visual i fonèticament, qualsevol profà pot observar-ne prou diferències. Aquestes característiques comunes, doncs, tenen valor independentment del temps i l'espai, ja que el que hi ha en joc aquí és, en el fons, el llenguatge verbal com a nervi del fet de ser humà. Els continguts s'estructuren mitjançant l'ús d'un mètode inductiu com a regla d’anàlisi comparativa; no es pot, tanmateix, prescindir d'una introducció teòrica de lingüística, absolutament necessària per a un estudi comparatiu de gramàtica. Una vegada conclòs el treball, es veu que els conceptes que totes tres expressen són comuns i el canvi, quan es dóna, afecta la forma i està relacionat amb les regles de la lògica: aquests casos, doncs, no fan sinó confirmar la tesi, ja que esperar una equivalència total seria no només ingenu, sinó gens natural ni realista. L'anhel del traductor és arribar a expressar, precisament, aquest univers.

Schistosoma mansoni: control of female fertility by the male

We have established an in vitro culture system for adult schistosomes that allows monitoring gene expression for up to more than ten days. Comparing female worms that are paired with those that have been separated, we find distinct differences, clearly documenting an influence of the male in female gene expression. In perfect coincidence with classical observations that were based on histological techniques, we find that the male particularly regulates gene expression in those tissues that are characterized by cell proliferation, e.g. the vitellaria. From these results, we hypothesize that the key target for the inductive signal that is transferred from the male to the female during pairing is the activation of a growth factor that stimulates mitotic proliferation.

Des hommes en mouvement : vers une reconfiguration des modèles masculins? L'exemple de la Suisse

This project is a study of the men's movement in Switzerland, especially regarding organizations seeking to redefine male identity. So far, this topic has been understudied, in Switzerland. The few studies available on the subject mostly adopt a (pro)feminist perspective. Their main purpose is to criticize men's movement participants. What is more, scarce researches on this problem mostly conducted by members of the Swiss men's movement themselves are mainly descriptive and methodologically problematic. In this context, I initiated the first national and sociological study of the men's movement in Switzerland. My main goals are: firstly, to propose a typology of organizations forming the men's movement in Switzerland. Secondly, I develop a sociological analysis of this phenomenon, taking into account in this process especially the characteristics of the Swiss context. Consequently, I adopted a mixed method approach, which included two main research steps: Firstly, I defined a representative sample of men's movement organizations in Switzerland. Based on a content analysis of men's organizations' websites, I was able to distinguish three ideal-types: Radical Criticism of Masculinity, Criticism of Hegemonic Masculinity, Defense of Men and Traditional Masculinity. Based on these three concepts, I subsequently analyzed the discourse on masculinity amongst men's movement organizations. Secondly, I conducted a survey of men's movement participants. This survey was based on the results of the content analysis. In this particular stage, I mainly used factor analysis. My results show that it would be all too simplistic to characterize the men's movement, in Switzerland, as a criticism of women's emancipation. On the contrary, my analysis reveals a more complex picture: The two main factors, which influence the men's movement, in Switzerland, are the contemporary sociological context and the Swiss society's particular features. I find that male roles, on the one hand, depend very much on today's cultural shift from materialistic to self-expression values. On the other hand, male role models reflect a social adaptation process. Moreover, as a reaction to deep changes in contemporary family structures, I observe an individualization process, characterized by separation between parental and conjugal functions that greatly shapes male role models. - Cette thèse analyse le phénomène des hommes en mouvement, dans le contexte de la Suisse. Cet ensemble est formé d'organisations regroupant des hommes impliqués consciemment dans un processus d'actions et de réflexions sur l'identité masculine. La revue de la littérature révèle qu'en Suisse, le sujet des hommes en mouvement est très peu étudié. Jusqu'ici, les rares recherches s'y intéressant adoptent généralement une approche (pro)féministe, dont l'objectif est de dénoncer ce phénomène. En outre, de rares recherches, issues des acteurs mêmes de ce mouvement, proposent une vue descriptive de l'ensemble, mais souffrant de faiblesses méthodologiques. Par notre recherche, nous souhaitons contribuer à l'étude de ce sujet, en initiant la première étude d'envergure nationale portant sur les hommes en mouvement. L'objectif final est de déboucher sur une typologie des organisations réunissant les hommes en mouvement, puis sur une analyse de la spécificité de cet ensemble, dans le contexte suisse. Pour remplir ces objectifs, nous avons mis en place un dispositif de méthodes mixtes, en deux phases. Lors d'une première étape, nous avons sélectionné un échantillon représentatif de la diversité des organisations masculines. Par une analyse de contenu effectuée sur la documentation récoltée sur les sites Internet de ces dernières, nous avons pu, en utilisant une démarche inductive et qualitative, faire émerger trois idéaux-types : Critique radicale de la masculinité, Critique de la masculinité hégémonique, Défense des hommes et de la masculinité traditionnelle. Ces concepts permettent de rendre compte, de manière schématique, des trois types de discours contemporains sur l'identité masculine diffusés par les hommes en mouvement. Lors d'une seconde étape, nous avons réalisé une enquête auprès des membres des organisations masculines. Pour y parvenir, nous avons créé un questionnaire incluant des propositions élaborées à partir des résultats de l'étape précédente. Lors de cette phase, nous avons réalisé une analyse factorielle. Les résultats montrent que le phénomène du mouvement des hommes ne saurait se réduire, en Suisse, à un mouvement de ressac visant à attaquer les droits des femmes. Au contraire, il s'agit d'un phénomène complexe, fortement dépendant du contexte sociologique contemporain et des caractéristiques de la société helvétique. Nous affirmons, entre autres, que les modèles masculins observables dans cet ensemble sont façonnés, d'une part, par une transition culturelle, caractérisée par le passage des valeurs matérialistes aux valeurs d'expression de soi. D'autre part, les modèles masculins prônés par les hommes en mouvement reflètent un processus d'adaptation sociale. En effet, en réaction au contexte de reconfiguration des formes familiales, on assiste à une individualisation des rapports de filiation et au détachement de la fonction parentale et conjugale, qui imprègnent fortement les modèles masculins défendus par ces hommes.

An efficient use of virtualization in grid/cloud environments

Grid is a hardware and software infrastructure that provides dependable, consistent, pervasive, and inexpensive access to high-end computational resources. Grid enables access to the resources but it does not guarantee any quality of service. Moreover, Grid does not provide performance isolation; job of one user can influence the performance of other user’s job. The other problem with Grid is that the users of Grid belong to scientific community and the jobs require specific and customized software environment. Providing the perfect environment to the user is very difficult in Grid for its dispersed and heterogeneous nature. Though, Cloud computing provide full customization and control, but there is no simple procedure available to submit user jobs as in Grid. The Grid computing can provide customized resources and performance to the user using virtualization. A virtual machine can join the Grid as an execution node. The virtual machine can also be submitted as a job with user jobs inside. Where the first method gives quality of service and performance isolation, the second method also provides customization and administration in addition. In this thesis, a solution is proposed to enable virtual machine reuse which will provide performance isolation with customization and administration. The same virtual machine can be used for several jobs. In the proposed solution customized virtual machines join the Grid pool on user request. Proposed solution describes two scenarios to achieve this goal. In first scenario, user submits their customized virtual machine as a job. The virtual machine joins the Grid pool when it is powered on. In the second scenario, user customized virtual machines are preconfigured in the execution system. These virtual machines join the Grid pool on user request. Condor and VMware server is used to deploy and test the scenarios. Condor supports virtual machine jobs. The scenario 1 is deployed using Condor VM universe. The second scenario uses VMware-VIX API for scripting powering on and powering off of the remote virtual machines. The experimental results shows that as scenario 2 does not need to transfer the virtual machine image, the virtual machine image becomes live on pool more faster. In scenario 1, the virtual machine runs as a condor job, so it easy to administrate the virtual machine. The only pitfall in scenario 1 is the network traffic.

Ostéogénèse atypique après séquestrectomies multiples pour fracture ouverte infectée du fémur: un cas [Atypical osteogenesis following multiple sequestrectomies for infected open fracture of the femur: a case]

The authors present the case of an open fracture of femur Cauchoix type II with an infection due to Escherichia coli, Clostridium perfringens, Enterococcus and Aspergillus fumigatus. After several sequestrectomies and five hyperbaric sessions, apyrexia was attained at the end of the third month, the femur having been stabilised with an external fixator. The 15 cm gap due to loss of bone substance, filled at each dressing with an antiseptic iodine based ointment, closed itself finishing as continuous bone five months after the accident, the granulation tissue having been recovered by thin skin grafts. A repeated fracture occurring forty-eight hours after the removal of the Hoffmann frame was treated by fitting an Ilizarov fixator arriving at consolidation in seven months. The authors examine different possibilities of accelerating osteogenesis and highlight the potential role of iodine ointment as inductive to osteogenesis stemming from a periosteal layer seemingly held in place.

Role of the microenvironment on epithelial stem cell fate

Stratified epithelia of mammals contain adult stem/progenitor cells that are instrumental for renewal, regeneration and repair. We have recently demonstrated, using clonal and functional analysis, that all stratified epithelia contain clonogenic stem cells that can respond to skin morphogenetic signals, while cells obtained from simple or pseudo-stratified epithelia cannot. A genome-wide expression analysis favors multilineage priming rather than reprogramming. Collectively, these observations are reminiscent of epithelial metaplasia, a phenomenon in which a cell adopts the phenotype of another epithelial cell, often in response to repeated environmental stress, e.g. smoking, alcohol and micro-traumatisms. Furthermore, they support the notion that metaplasia results from the expression of an unseen potency, revealed by an environmental deficiency. The thymus supposedly contains only progenitor epithelial cells but no stem cells. We have demonstrated that the thymus also contains a small population of clonogenic cells that can function as bona fide multipotent hair follicle stem cells in response to an inductive skin microenvironment and a genome-wide expression analysis indicates that it correlates with robust changes in the expression of genes important for thymus identity. Hence, multilineage priming or reprogramming can account for the fate change of epithelial stem/progenitor cells in response to a varying microenvironment.

Trachea, lung, and tracheobronchial lymph nodes are the major sites where antigen-presenting cells are detected after nasal vaccination of mice with human papillomavirus type 16 virus-like particles.

Vaccination by the nasal route has been successfully used for the induction of immune responses. Either the nasal-associated lymphoid tissue (NALT), the bronchus-associated lymphoid tissue, or lung dendritic cells have been mainly involved. Following nasal vaccination of mice with human papillomavirus type 16 (HPV16) virus-like-particles (VLPs), we have previously shown that interaction of the antigen with the lower respiratory tract was necessary to induce high titers of neutralizing antibodies in genital secretions. However, following a parenteral priming, nasal vaccination with HPV16 VLPs did not require interaction with the lung to induce a mucosal immune response. To evaluate the contribution of the upper and lower respiratory tissues and associated lymph nodes (LN) in the induction of humoral responses against HPV16 VLPs after nasal vaccination, we localized the immune inductive sites and identified the antigen-presenting cells involved using a specific CD4(+) T-cell hybridoma. Our results show that the trachea, the lung, and the tracheobronchial LN were the major sites responsible for the induction of the immune response against HPV16 VLP, while the NALT only played a minor role. Altogether, our data suggest that vaccination strategies aiming to induce efficient immune responses against HPV16 VLP in the female genital tract should target the lower respiratory tract.

Antimicrobial resistance profiles and genetic characterisation of macrolide resistant isolates of Streptococcus agalactiae

In this study, 100 clinical isolates of Streptococcus agalactiae recovered from genitourinary tract specimens of non-pregnant individuals living in Rio de Janeiro were submitted for antimicrobial susceptibility testing, detection of macrolide resistance genes and evaluation of the genetic diversity of erythromycin-resistant isolates. By agar diffusion method, all isolates were susceptible to ceftazidime, penicillin and vancomycin. Isolates were resistant to levofloxacin (1%), clindamycin (5%), erythromycin (11%) and tetracycline (83%) and were intermediated to erythromycin (4%) and tetracycline (6%). Erythromycin-resistant and intermediated isolates presented the following phenotypes: M (n = 3), constitutive macrolide-lincosamide-streptogramin B (MLS B, n = 5) and inductive MLS B (n = 7). Determinants of macrolide resistance genes, erm and mef, were detected in isolates presenting MLS B and M phenotypes, respectively. Randomly amplified polymorphic DNA profiles of erythromycin-resistant isolates were clustered into two major groups of similarity.