A Fuzzy Approximation Scheme for Sequential Learning in Pattern Recognition

An adaptive learning scheme, based on a fuzzy approximation to the gradient descent method for training a pattern classifier using unlabeled samples, is described. The objective function defined for the fuzzy ISODATA clustering procedure is used as the loss function for computing the gradient. Learning is based on simultaneous fuzzy decisionmaking and estimation. It uses conditional fuzzy measures on unlabeled samples. An exponential membership function is assumed for each class, and the parameters constituting these membership functions are estimated, using the gradient, in a recursive fashion. The induced possibility of occurrence of each class is useful for estimation and is computed using 1) the membership of the new sample in that class and 2) the previously computed average possibility of occurrence of the same class. An inductive entropy measure is defined in terms of induced possibility distribution to measure the extent of learning. The method is illustrated with relevant examples.

Bayesian and Decision Tree Approaches for Pattern Recognition Including Feature Measurement Costs

The minimum cost classifier when general cost functionsare associated with the tasks of feature measurement and classification is formulated as a decision graph which does not reject class labels at intermediate stages. Noting its complexities, a heuristic procedure to simplify this scheme to a binary decision tree is presented. The optimizationof the binary tree in this context is carried out using ynamicprogramming. This technique is applied to the voiced-unvoiced-silence classification in speech processing.

Cultural Discourses in CEF: How Do They Relate to ELF?

Tutkielmassa selvitetään englanti lingua francana (ELF) -näkökulman ilmenemistä kulttuurin ja sen opettamisen periaatteissa. Tarkastelun kohteina ovat viimeaikaiset kielenopetuksen ohjenuoria käsittelevät ohjelmat Euroopassa ja Suomessa: Euroopan neuvoston julkaisema Eurooppalainen viitekehys ja Suomen perus- ja lukio-opetuksen uusimmat vieraiden kielten opetussuunnitelmat. Tutkielmassa sovelletaan kriittisen diskurssianalyysin kolmiportaista analyysikehystä, jonka kuvausosiossa Viitekehyksestä analysoidaan esiin kulttuurisia diskursseja, tulkintaosiossa aineistoa tarkastellaan Euroopan neuvoston kielipolitiikan osana, ja selitysosiossa sitä verrataan opetussuunnitelmista hahmotettuihin diskursseihin. Viitekehyksestä nousi esiin neljä keskeistä diskurssia: 1) kohdekulttuuri-, 2) kulttuurien monimuotoisuus-, 3) monikulttuurisuus- ja 4) oppilaskeskeisyysdiskurssit. Näistä kahdessa viimeisessä oli piirteitä, joiden voi katsoa tukevan ELF-näkökulmaa. Tällaisia olivat mm. usean kulttuurin välillä liikkuminen ja oppilaiden tarpeiden korostaminen. Sen sijaan opetussuunnitelmissa keskitytään ELF:n kannalta liian kapea-alaisesti vain äidinkielisten ja ei-äidinkielisten väliseen viestintään. ELF-lähestymistavan kannalta olisikin tärkeää ymmärtää, että kansainvälisessä viestinnässä englannin kieltä ei voi yhdistää tiettyyn kohdekulttuuriin ja että monikielitaitoisuuden ja lingua francan ei tarvitse olla ristiriidassa keskenään.

Crime stories from the country of huopatossu and juhannusruusut : Translation strategies for Finnish cultural realia in the English translations of two of Matti Yrjänä Joensuu’s crime novels

Pro gradu –tutkielman aiheena on kulttuurin ominaispiirteiden kääntäminen. Teksteissä kulttuurin jälki voi näkyä monin eri tavoin. Tutkielman kohteena ovat erityisesti käännösstrategiat, joita kääntäjät käyttävät kohdatessaan kulttuurisidonnaisia viittauksia. Tutkielma nostaa esiin myös niitä tekijöitä, jotka vaikuttavat siihen, minkälaisia käännösstrategioita kääntäjät valitsevat. Näistä tekijöistä tutkielma keskittyy kääntämisen normeihin. Tutkielma pureutuu kulttuurisidonnaisten viitteiden kääntämiseen tarkastelemalla kahta suomalaista kaunokirjallista teosta ja niiden käännöksiä. Tutkielman aineistona ovat Matti Yrjänä Joensuun kaksi rikosromaania ja näiden käännökset. Teoksista toinen on vuonna 1983 suomeksi julkaistu Harjunpää ja poliisin poika, jonka englanninkielinen käännös Harjunpaa the stone murders julkaistiin vuonna 1986. Toinen teos on vuonna 2003 julkaistu Harjunpää ja pahan pappi ja sen käännös The Priest of Evil vuodelta 2006. Tutkielman tavoitteena on selvittää, minkälaisia kulttuurisidonnaisia viittauksia romaanit sisälsivät, minkälaisia käännösstrategioita kääntäjät käyttivät kääntäessään näitä viittauksia ja mikä voisi selittää heidän strategisia valintojaan. Tutkielma pyrkii vastaamaan kysymykseen siitä, voisiko jonkin kääntämistä koskevan normin olemassa olo selittää kääntäjien strategisia valintoja. Tutkielman tavoitteena on myös selvittää, suositaanko kääntämisessä englannin kieleen niin kutsuttuja kotouttavia käännösstrategioita ja ovatko käännösstrategiat ja kääntämistä koskevat normit muuttuneet kahdenkymmenen vuoden aikana. Näihin kysymyksiin vastaamiseksi suomenkielisistä teksteistä on etsitty kaikki kulttuurisidonnaisia viittauksia sisältävät tekstinkohdat. Näitä vastaavat kohdat on sitten etsitty käännöksistä ja suomen- ja englanninkielisiä kohtia on vertailtu keskenään. Molemmat suomenkieliset romaanit sisältävät runsaasti kulttuurisidonnaisia viittauksia. Suurimman kulttuurisidonnaisten viittausten ryhmän muodostivat molemissa romaaneissa henkilöiden nimet. Romaanin sisälsivät myös runsaasti viittauksia maantieteeseen, erityisesti kulttuurimaantieteeseen, ja yhteiskuntaan. Sitä vastoin viittaukset suomalaiseen kulttuuriin ja historiaan olivat vähäisempiä. Tutkielma osoittaa, että kääntäessään suomesta englannin kielelle suomalaisen rikoskirjallisuuden kääntäjät saattavat käyttää enemmän vieraannuttavia strategioita kuin kotouttavia strategioita ja että he suosivat vieraannuttavia strategioita kasvavassa määrin. Harjunpään ja pahan papin kääntäjä käytti enemmän vieraannuttavia strategioita kuin Harjunpään ja poliisin pojan kääntäjä kaksikymmentä vuotta aikaisemmin. Tutkielman tulokset eivät tue väitettä siitä, että käännettäessä englannin kielelle suosittaisiin kotouttavia strategioita. Näyttää siltä, että vieraannuttavia strategioita on käytetty enemmän ja käytetään yhä enenevässä määrin. Lisääntyvän vieraannuttamisen taustalla voi olla useita syitä, kuten suomalaisen kulttuurin lisääntynyt tunnettuus maailmalla, rikosromaanin genren vaatimukset tai muutokset kääntäjäyhteisön arvoissa. Tutkielman tulosten perusteella näyttää siltä, että ainakin muutoksia normeissa ja arvoissa on tapahtunut. Lisätutkimuksen avulla voitaisiin selvittää, pätevätkö tutkielman tulokset muihin romaaneihin ja niiden käännöksiin tai muihin genreihin käännettäessä suomesta englantiin. Lisätutkimus voisi nojautua laajempaan ja erilaisia tekstejä kattavaan aineistoon. Jatkotutkimus voisi myös sisältää kääntäjien haastatteluita tai kyselyitä kääntäjille. Näiden avulla voitaisiin saada lisäselvyyttä syistä heidän strategisille valinnoilleen. Asiasanat: Käännöskirjallisuus – kaunokirjallisuus Kääntäminen – suomen kieli – englannin kieli Kääntäminen – strategia Kääntäminen - normi

A design history of design: Complexity, criticality & cultural competence

Les histoires de l’art et du design ont délaissé, au cours desquatre dernières décennies, l’étude canonique des objets, des artistes/concepteurs et des styles et se sont tournées vers des recherches plus interdisciplinaires. Nous soutenons néanmoins que les historiens et historiennes du design doivent continuer de pousser leur utilisation d’approches puisant dans la culturelle matérielle et la criticalité afin de combler des lacunes dans l’histoire du design et de développer des méthodes et des approches pertinentes pour son étude. Puisant dans notre expérience d’enseignement auprès de la génération des « milléniaux », qui sont portés vers un « design militant », nous offrons des exemples pédagogiques qui ont aidé nos étudiants et étudiantes à assimiler des histoires du design responsables, engagées et réflexives et à comprendre la complexité et la criticalité du design.

Fluorescent labelling of strychnine: A novel approach for recognition of strychnine binding sites on neuronal membrane

trychnine was coupled to fluorescein isothiocyanate to mark strychnine binding sites in spinal cord of rat. Specific binding of strychnine could be demonstrated in synaptosomal fraction. Addition of glycine to the strychninised membrane led to a decrease in fluorescence indicating same receptor loci.

The effects of psychosocial factors on the emotional well-being of women during pregnancy: A cross-cultural study of Britain and Greece

The effects of life events, social support and the emotional well-being of partner on the emotional well-being of the mother during pregnancy was examined within the cultural contexts of Britain and Greece. It was proposed that social support, impact of life events and relationship of the mother with her partner would be affected by the different social structures of each culture and would influence emotional well-being. A sample of 200 Greek and 156 British mothers and their partners completed questionnaires which included a life event inventory, measure of social support and measure of emotional well-being (Crown-Crisp Experiential Index). Greek mothers were found to score significantly higher on measures of depression, anxiety and somaticism, experience more stressful life events (most relating to family issues) and report feeling less supported than British mothers. Life events, particularly those relating to family stresses were found to predict poor emotional well-being among Greek mothers. For British mothers, social support was the strongest predictor of emotional well-being. Findings were discussed in the light of differences in social structure and it was suggested that future research might focus on the disruption of established social support structures rather than the differences in availability of social support per se when considering maternal emotional well-being.

The effects of psychosocial factors on the mother's emotional well-being during early parenthood: A cross-cultural study of Britain and Greece

The effect of psychosocial factors on the emotional well-being of mothers following childbirth were examined within the cultural contexts of Britain and Greece. These mothers had already completed questionnaires during pregnancy and were contacted a second time in the postpartum period. At 4–6 weeks postpartum a sample of 165 Greek mothers and 101 British mothers and their partners completed the Edinburgh Postnatal Depression Scale. The relationship between mothers' EPDS scores and measures of emotional well-being in pregnancy (CCEI), social support, life events, fathers' EPDS score, and father's perception of change in partner was examined in each culture. No difference in the distribution of EPDS scores in each culture was found. Social support and life events were found to predict postnatal depression in both cultures. Additionally, in Greece, emotional well-being in pregnancy made a separate contribution to prediction. The major difference between the two cultures was in the relationship between mothers and their partners. Greek fathers were more emotionally and physically distanced from their partners during pregnancy, birth and early parenthood and perceived their partners as being more changed by the transition to parenthood. These differences were not reflected in differences in emotional well-being possibly because they accord with social expectation in each culture.

Transition to fatherhood: A cross-cultural comparison

A prospective study was conducted of fathers' transition to parenthood from mid-pregnancy to 6 weeks postpartum. The subjects were 198 fathers from Greece (Athens) and 142 from Britain (Bristol). Social class, age and parity distributions were similar between the two populations. The culture and social structure experienced by each varied widely, however, and was a focus of interest. Two major themes in fatherhood across the two populations were explored: first, the father's instrumental role in provision of emotional and practical support to his partner and care for his child; and second the father's emotional reaction to his partner's pregnancy, the birth of his child and early parenthood. In both cultures fathers reported that they took an active instrumental role in supporting their partner and in participating in childcare. Markedly more British fathers attended the delivery. There were no overall differences in the degree to which fathers participated in childcare though the nature of this participation varied. British fathers more commonly took on housework duties. During their partner's pregnancy Greek fathers experienced significantly higher malaise than their British counterparts and also reported feeling that they had less social support. Common to many fathers in both cultures during this time were fears that their partner might change or be damaged by the pregnancy. After the birth, there was no difference in emotional well-being between the Greek and British fathers. Reactions to fatherhood and enjoyment of the child were similar for the two cultures also. Patterns of correlation between variables both within and across the antenatal and postnatal time periods were, for the most part, similar for the two cultures. Social support, however, was found to relate to father's emotional and instrumental reaction to parenthood only in the case of the British sample. Findings are discussed in terms of each culture's point on the continuum of social change.

Simplified algorithms based on Haar transforms for signal recognition in protective relays

This letter presents the development of simplified algorithms based on Haar functions for signal extraction in relaying signals. These algorithms, being computationally simple, are better suited for microprocessor-based power system protection relaying. They provide accurate estimates of the signal amplitude and phase.

Host recognition by a polyphagous lepidopteran (Helicoverpa armigera): Primary host plants, host produced volatiles and neurosensory stimulation

An important question in the host-finding behaviour of a polyphagous insect is whether the insect recognizes a suite or template of chemicals that are common to many plants? To answer this question, headspace volatiles of a subset of commonly used host plants (pigeon pea, tobacco, cotton and bean) and nonhost plants (lantana and oleander) of Helicoverpa armigera Hübner (Lepidoptera: Noctuidae) are screened by gas chromatography (GC) linked to a mated female H. armigera electroantennograph (EAG). In the present study, pigeon pea is postulated to be a primary host plant of the insect, for comparison of the EAG responses across the test plants. EAG responses for pigeon pea volatiles are also compared between females of different physiological status (virgin and mated females) and the sexes. Eight electrophysiologically active compounds in pigeon pea headspace are identified in relatively high concentrations using GC linked to mass spectrometry (GC-MS). These comprised three green leaf volatiles [(2E)-hexenal, (3Z)-hexenylacetate and (3Z)-hexenyl-2-methylbutyrate] and five monoterpenes (α-pinene, β-myrcene, limonene, E-β-ocimene and linalool). Other tested host plants have a smaller subset of these electrophysiologically active compounds and even the nonhost plants contain some of these compounds, all at relatively lower concentrations than pigeon pea. The physiological status or sex of the moths has no effect on the responses for these identified compounds. The present study demonstrates how some host plants can be primary targets for moths that are searching for hosts whereas the other host plants are incidental or secondary targets.

Repeatable Condition-Invariant Visual Odometry for Sequence-Based Place Recognition

This paper describes a vision-only system for place recognition in environments that are tra- versed at different times of day, when chang- ing conditions drastically affect visual appear- ance, and at different speeds, where places aren’t visited at a consistent linear rate. The ma- jor contribution is the removal of wheel-based odometry from the previously presented algo- rithm (SMART), allowing the technique to op- erate on any camera-based device; in our case a mobile phone. While we show that the di- rect application of visual odometry to our night- time datasets does not achieve a level of perfor- mance typically needed, the VO requirements of SMART are orthogonal to typical usage: firstly only the magnitude of the velocity is required, and secondly the calculated velocity signal only needs to be repeatable in any one part of the environment over day and night cycles, but not necessarily globally consistent. Our results show that the smoothing effect of motion constraints is highly beneficial for achieving a locally consis- tent, lighting-independent velocity estimate. We also show that the advantage of our patch-based technique used previously for frame recogni- tion, surprisingly, does not transfer to VO, where SIFT demonstrates equally good performance. Nevertheless, we present the SMART system us- ing only vision, which performs sequence-base place recognition in extreme low-light condi- tions where standard 6-DOF VO fails and that improves place recognition performance over odometry-less benchmarks, approaching that of wheel odometry.

Minding the gaps: Disability culture + cultural competence in interior design

Despite the increased attention to the relationship of disability and design, this area still suffers from terminological confusion, oversimplification and a positivist bias that continues to produce ableist space. Here, I am suggesting that space is not a fixed container or a pochéd plan that needs to be ‘altered’ in order to accommodate, but that space is a fundamental element of social life and that space continually reproduces the social and cultural relations of its production. This paper serves as a critical foundation for ongoing explorations into how disability culture is situated within interior design. A shift towards disability as culture is necessary to move our understanding of how to design for those with disabilities out of the objective realm (prescriptive codes and guidelines) and into a subjective realm (the lived experience and embodied know-how of those with disabilities). By framing disability around a cultural model rather than a medical model it allows for epistemological and pedagogical shifts in our ways of knowing in interior design. In defining culture as “a way of life” it is important to look at disability as both a diverse way of living and a diverse way of knowing. Most significant, is that the everyday expertise of people with disabilities is recognized as knowledge that can inform the field of interior design. The urgency for defining disability culture is essential to our understanding of cultural competence in interior design education and practice. The aim of this paper is to challenge our current understanding of how to design for those with disabilities and to shift our ways of knowing in interior design towards a deep understanding of the lived experience, embodied know-how and culture of those with disabilities. This paper will begin by analysing the different models of disability and how interior design education and practice has shifted to reflect these different models. Defining disability culture and all of its complexities is also an essential component of this paper. Finally, this paper will present best practices and case studies of how a cultural model of disability can shape interior environments and interior design pedagogy.