European urban spaces in crisis - the mapping of affective pracitices with Living with Difference: introduction

The introduction outlines the notion of urban space and crisis in Europe while taking into account the more recent protests and riots in different cities, in and beyond Europe. It is argued that the phenomen of protest is happening alongside the economic crisis underscoring an alternative political public civic spirit expressing to a certain degree the renaissance and timely making of, what might be called in the digital age, #œuvre. Its forces and emotional properties capture a political realm that unfolds as a globalized urban transnational public space, still progressing. Further, it introduces the collection of papers for the special themed feature. Five papers look at affective practices through a Continental European lens, which places the meaning of race, migration and intersecting identity angles at the centre of debates of individual encounters in public spaces. The final and sixth paper, written by Brenda Yeoh, looks through a Singapore/East Asia lens, and comments on the common European threats as well as on the historical specificity and implications of distinctive geo-political spaces for affective practices.

Clustering-Based Ensemble Method as an Alternative to Stacking

One of the most popular techniques of generating classifier ensembles is known as stacking which is based on a meta-learning approach. In this paper, we introduce an alternative method to stacking which is based on cluster analysis. Similar to stacking, instances from a validation set are initially classified by all base classifiers. The output of each classifier is subsequently considered as a new attribute of the instance. Following this, a validation set is divided into clusters according to the new attributes and a small subset of the original attributes of the instances. For each cluster, we find its centroid and calculate its class label. The collection of centroids is considered as a meta-classifier. Experimental results show that the new method outperformed all benchmark methods, namely Majority Voting, Stacking J48, Stacking LR, AdaBoost J48, and Random Forest, in 12 out of 22 data sets. The proposed method has two advantageous properties: it is very robust to relatively small training sets and it can be applied in semi-supervised learning problems. We provide a theoretical investigation regarding the proposed method. This demonstrates that for the method to be successful, the base classifiers applied in the ensemble should have greater than 50% accuracy levels.

Political Socialisation

The process of political socialisation (PS) has been classically defined as the “learning of social patterns corresponding to [an individual’s] societal position as mediated through various agencies of society” (Hyman, 1959, p. 25). Distinguishing PS from other types of socialisation (e.g. ethnic, cultural), this definition still serves as the foundation for the majority of empirical research in this area, despite methodological advances and new attention to previously under researched aspects of PS. As it was assumed that PS was relatively stable throughout life, early research focused on analysing this process during early childhood (Merelman, 1986). However, more recent studies found that ideas and attitudes acquired during childhood change through emerging adulthood due to multiple factors, such as personality, maturation and past experiences (“Beyond Political Socialization,” 2014). Therefore, current research has expanded beyond the effects of the classic socialisation agents (i.e., parents, peers, school) to include other relevant factors such as overarching context and individual cognitive development. Yet, the research to date offers a fragmented perspective of the process with heterogeneous results related to PS outcomes (e.g., voting behaviour, political engagement, identities, intergroup attitudes, prejudice, discrimination, etc.). This fact highlights the need for further research from childhood through emerging adulthood that also considers a wider-range of multiple socialisation agents, the over-arching context, and a greater numbers of outcomes related PS processes.

Visible Difference, Stigmatising Language(s) and the Distinctive Construction of Prejudices against Others in Leeds and Warsaw

The chapter argues that language and cultural communication matter in a transnational world and that the transmission of prejudices against minorities has to be closely analysed while contextualising national histories with minorities. Looking at two spatial sites (Leeds and Warsaw) and analysing interview material that was drawn from a larger study, the authors discuss the way local people address difference particularly through the axes of gendered ethnicity (Muslim men) and gendered class (male underclass). It explores how the same categories of difference are discursively produced in Poland and the UK/ England; to what degree they differ or overlap.

Unwilling Executioner:Crime Fiction and the State

What gives crime fiction its distinctive shape and form? What makes it such a compelling vehicle of social and political critique? Unwilling Executioner argues that the answer lies in the emerging genre's complex and intimate relationship with the bureaucratic state and modern capitalism, and the contradictions that ensue when the state assumes control of the justice system. This study offers a dramatic new interpretation of the genre's emergence and evolution over a three hundred year period and as a genuinely transnational phenomenon.