GPGPU implementation of growing neural gas: application to 3D scene reconstruction

Self-organising neural models have the ability to provide a good representation of the input space. In particular the Growing Neural Gas (GNG) is a suitable model because of its flexibility, rapid adaptation and excellent quality of representation. However, this type of learning is time-consuming, especially for high-dimensional input data. Since real applications often work under time constraints, it is necessary to adapt the learning process in order to complete it in a predefined time. This paper proposes a Graphics Processing Unit (GPU) parallel implementation of the GNG with Compute Unified Device Architecture (CUDA). In contrast to existing algorithms, the proposed GPU implementation allows the acceleration of the learning process keeping a good quality of representation. Comparative experiments using iterative, parallel and hybrid implementations are carried out to demonstrate the effectiveness of CUDA implementation. The results show that GNG learning with the proposed implementation achieves a speed-up of 6× compared with the single-threaded CPU implementation. GPU implementation has also been applied to a real application with time constraints: acceleration of 3D scene reconstruction for egomotion, in order to validate the proposal.

Modernist Ecology: Modernism and the Reimagination of Nature

Countering the trend in contemporary ecocriticism to advance realism as an environmentally responsible mode of representation, this essay argues that the anti-realist aesthetics of literary modernism were implicitly “ecological.” In order to make this argument I distinguish between contemporary and modernist ecological culture (both of which I differentiate in turn from ecological science); while the former is concerned primarily with the practical reform characteristic of what we now call “environmentalism,” the latter demanded an all-encompassing reimagination of the relationship between humanity and nature. “Modernist ecology,” as I call it, attempted to envision this change, which would be ontological or metaphysical rather than simply social, through thematically and formally experimental works of art. Its radical vision, suggestive in some ways of today’s “deep” ecology, repudiated modern accounts of nature as a congeries of inert objects to be manipulated by a sovereign subject, and instead foregrounded the chiasmic intertexture of the subject/object relationship. In aesthetic modernism we encounter not “objective” nature, but “nature-being” – a blank substratum beneath the solid contours of what philosopher Kate Soper calls “lay nature” – the revelation of which shatters historical constructions of nature and alone allows for radical alternatives. This essay looks specifically at modernist ecology as it appears in the works of W. B. Yeats, D. H. Lawrence, and Samuel Beckett, detailing their attempts to envision revolutionary new ecologies, but also their struggles with the limited capacity of esoteric modernist art to effect significant ecological change on a collective level.

The Border Management Programme in Central Asia: Explaining the European Union's Choice of Implementing Partners. Bruges Regional Integration & Global Governance Papers 3/2014

Between 2003 and 2014 the European Union’s (EU) Border Management Programme in Central Asia was implemented by the United Nations Development Programme (UNDP). However, the latter’s implementing responsibilities have just come to an end, with the next phase of the programme to be implemented by an EU member state consortium. This paper seeks to explain why the EU chose the UNDP to implement the programme in the first place; why the programme was redelegated to the UNDP over successive phases; and why, in the end, the EU has opted for a member state consortium to implement the next phase of the programme. The paper will draw on two alternative accounts of delegation: the principal-agent approach and normative institutionalism. Ultimately, it will be argued that both the EU’s decision(s) to delegate (and redelegate) implementing responsibilities to the UNDP, and its subsequent decision to drop the organisation in favour of an EU member state consortium, were driven for the most part by a rationalist ‘logic of consequentiality’. At the same time, a potential secondary role of a normative institutionalist ‘logic of appropriateness’ – as a supplementary approach – will not be discounted.

Mutual Recognition: economic and regulatory logic in goods and services. Bruges European Economic Research (BEER) Papers 24/June 2012

Mutual recognition is one of the most appreciated innovations of the EU. The idea is that one can pursue market integration, indeed "deep' market integration, while respecting 'diversity' amongst the participating countries. Put differently, in pursuing 'free movement' for goods, mutual recognition facilitates free movement by disciplining the nature and scope of 'regulatory barriers', whilst allowing some degree of regulatory discretion for EU Member States. This BEER paper attempts to explain the rationale and logic of mutual recognition in the EU internal goods market, its working in actual practice for about three decades now, culminating in a qualitative cost/benefit analysis and its recent improvement in terms of 'governance' in the so-called New Legislative Framework (first denoted as the 2008 Goods package) thereby ameliorating the benefits/costs ratio. For new (in contrast to existing) national regulation, the intrusive EU procedure to impose mutual recognition is presented as well, with basic data so as to show its critical importance to keep the internal goods market free. All this is complemented by a short summary of the scant economic literature on mutual recognition. Subsequently, the analysis is extended to the internal market for services. This is done in two steps, first by reminding the debate on the origin principle (which goes further than mutual recognition EU-style) and how mutual recognition works under the horizontal services directive. This is followed by a short section on how mutual recognition works in vertical (i.e. sectoral) services markets.

Defying the Treaty: The Influence of the Polish and Lithuanian Council Presidencies on the Development of the Eastern Partnership. EU Diplomacy Paper No. 6, October 2014

Many scholars now argue that the Treaty of Lisbon has removed the role and influence of the rotating Council Presidency in the domain of the European Union’s foreign affairs. This paper will, however, go beyond a superficial, treaty-based analysis of the influence of the post-Lisbon rotating Council Presidency and instead look at two primary, residual, informal Presidential roles, namely agenda-shaping and brokering. It will examine the extent to which these informal roles allowed the Polish and Lithuanian Council Presidencies of July to December 2011 and 2013 respectively to influence the development of the bilateral, multilateral and internal tracks of the Eastern Partnership. The paper will argue that the considerable influence of these rotating Presidencies defied the logic of the Lisbon Treaty, suggesting that the ‘golden age’ of this six-month position, whereby individual Member States pursue foreign policy issues of significant domestic interest at the European level, has not yet passed.

Integrating Europeans: The Political Economy and Social Aspects of Europeanization. ACES Working Papers (Curriculum Development), 2012

This course, then, investigates the effects of integration on European citizens as well as the duality of the EU as a competitive and social model. It is sensitive to the involvement of social groups, protest, and domestic politics in the study of market integration. Some of the questions we explore are: What are the effects of regulatory policy-making on social actors, how do such actors’ strategies and behaviors change as a consequence, and how to they overcome their collective action problems? Why is it that the logic of integration has at times followed a logic of “permissive consensus” while at other times it has been described as a “constraining dissensus”? What is the importance of discourse in domestic politics in order to articulate and legitimate Europeanization? How do European identities change as a consequence of policymaking as well as of protest? To what extent do ordinary Europeans matter in terms of accepting and opposing the project of European integration, how do European citizens in core and peripheral EU states experience Europeanization, and how is their involvement in the integration project to be conceptualized?

Strategic Voting in Proportional Systems: The Case of Finland. IHS Political Science Series No. 138, September 2014

Voters try to avoid wasting their votes even in PR systems. In this paper we make a case that this type of strategic voting can be observed and predicted even in PR systems. Contrary to the literature we do not see weak institutional incentive structures as indicative of a hopeless endeavor for studying strategic voting. The crucial question for strategic voting is how institutional incentives constrain an individual’s decision-making process. Based on expected utility maximization we put forward a micro-logic of an individual’s expectation formation process driven by institutional and dispositional incentives. All well-known institutional incentives to vote strategically that get channelled through the district magnitude are moderated by dispositional factors in order to become relevant for voting decisions. Employing data from Finland – because of its electoral system a particularly hard testing ground - we find considerable evidence for observable implications of our theory.

An analysis of the distinction between deep and shallow expert systems /

This paper analyzes the relationship between the techniques used to build expert systems and the behaviors they exhibit to show that there is not sufficient evidence to link the behavioral shortcomings of first-generation expert systems to the shallow methods of representation and inference they employ. There is only evidence that the shortcomings are a consequence of a general lack of knowledge. Moreover, the paper shows that the first-generation of expert systems employ both shallow methods and most of the so-called deep methods. Lastly, we show that deeper methods augment but do not replace shallow reasoning methods; most expert systems should possess both."

The works of James William Gilbart ...

Each vol. has special t.p. added.

“How Do You ‘Do’ Bokeh?” The Aesthetics of How-to Videos about Background Blur and Eroticized Women

Producers of online instructional videos about bokeh emphasize disks of light and out-of-focus backgrounds. They demonstrate how camera lenses and technical features can render bokeh, or unfocused areas. Photographic and video bokeh ordinarily appears away from the center of attention. The bokeh genre, in opposition to typical photography and video practices, foregrounds the peripheral and proposes aesthetics and ways of looking by seeing and not seeing objects. However, producers of online instructional videos about bokeh sometimes couple their sensual aestheticization of backgrounds to their stated attempts to satisfy viewers’ investments in filling foregrounds with images of objectified women. These producers emphasize unconventional aesthetics as a means of establishing their creative and technical expertise and obscuring their reproduction of traditional conceptions of women as viewable and controllable. Close textual analysis, literature on photography and transparency, and feminist considerations of representation allow me to consider the aesthetics and functions of this how-to form.

Essays in experimental logic,

Chapter 1 was written especially for this volume; chapter 2-5 are reprinted (with editorial revisions) from the author's Studies in logical theory; "the other essays are in part reprinted and in part rewritten, with additions, from various contributions to philosophical periodicals" cf. Pref. note.

Illuminating Inner Life : A Comparison of Virginia Woolf's To the Lighthouse and Arthur Schnitzler's Fräulein Else

In the early 20th century, authors increasingly experimented with literary techniques striving towards two common aims: to illumine the inner life of their protagonists and to diverge from conventional forms of literary representations of reality. This shared endeavour was sparked by changes in society: industrialisation, developments in psychology, and the gradual decay of empires, such as the Victorian (1837–1901) and the Austro-Hungarian (1867–1918). Those developments yielded a sense of uncertainty and disorientation, which led to a so-called “turn [inwards]” in the arts (Micale 2). In this context, this essay examines Virginia Woolf’s (1882–1941) development of her literary technique by comparing To the Lighthouse (1927), written in free indirect discourse, with Arthur Schnitzler’s (1862–1932) Fräulein Else (1924), written in interior monologue. Instead of applying Freud’s theories of consciousness, I will demonstrate how empiricist psychology informed and partly helped shape the two narrative techniques by referring to Ernst Mach’s (1838–1916) idea of the unstable self, and William James’ (1842–1910) concept of the stream of consciousness. Furthermore, I will show that there is a continuous progression of literary ideas from Schnitzler’s Viennese fin-de-siècle connected to impressionism, towards Woolf’s Bloomsbury aesthetics connected to Paul Cézanne’s post-impressionist logic of sensations. In addition to that, I address how the women’s movement, starting in the end of the 19th century, inspired Woolf and Schnitzler to utilise their techniques as a means of revealing women’s restricted position in society. Methodologically, I will analyse the two novels’ narrative techniques applying close reading and by that point out their differences and similarities in connection to the above-mentioned theories as well as the two author’s literary approaches. I argue that this comparison demonstrates that modernist literary techniques of representing interiority evolved from interior monologue towards free indirect discourse. This progression also implicates that modernism can be seen as a continuum reaching back to the fin-de-siècle and culminating in the 1920s. 

If You Prohibit It, Bootleggers Will Come: A Mixed Method Study of the Landscape of College Basketball Betting

Over the past 25 years, betting on sports in the United States has grown dramatically with the majority of wagers being placed in illicit markets. Only 1% of an estimated 500 billion dollar sports betting industry in the United States is done legally. With this much at stake, the incentives to alter the outcome of the games are high. Corrupt gamblers can “fix” the match by offering payments to players to “throw the game,” that is, to predetermine the outcome in exchange for a payment (match fixing). This paper addresses whether match fixing in college basketball can be detected and contained with the current policies. A mixed method design will be used to identify possible “triggers” in Nevada Casino betting line movements that might warrant an investigation of cheating in the games. If match fixing can be detected at acceptable levels of probability, then current federal prohibitive law on sports betting might no longer be appropriate. Additionally, a survey will be administered to bettors in Nevada to analyze perceptions of the game’s integrity, further eroding the logic of current law.

Comics Explosion: Representations of Persecution in Graphic Narrative, 1995-2015

Thesis (Ph.D.)--University of Washington, 2016-06

Tracing Hybrid Collectives of Illness, War, and Medicine in Twentieth- and Twenty-First Century Narratives of Illness

Thesis (Ph.D.)--University of Washington, 2016-06