Labour, LGBT* rights, and Europe. Discourses in Italy and Serbia

At the time of writing, all three elements that are evoked in the title – emancipation and social inclusion of sexual minorities, labour and labour activism, and the idea and substance of “Europe” – are being invested by deep, long-term, and – to varied degrees – radical processes of social transformation. The meaning of words like “equality”, “rights”, “inclusion”, and even “democracy” is as precarious and uncertain as are the lives of those European citizens who are marginalised by intersecting conditions of gender, sexuality, ethnicity, and class – in a constellation of precarities that is both unifying and fragmented (fragmenting). Conflicts are played, in hidden or explicit ways, over material processes of redistribution as well as discursive practices that revolve around these words. Against this backdrop, and roughly ten years after the European Union provided an input for institutional commitment to the protection of LGBT* workers' rights with the Council Directive 2000/78/EC, the dissertation contrasts discourses on workplace equality for LGBT* persons produced by a plurality of actors, seeking to identify values, semantics, and agendas framing and informing organisations’ views and showing how each actor has incorporated LGBT* rights into its own discourse, each time in a way that is functional to the construction and/or confirmation of its organisational identity: transnational union networks, by presenting LGBT* rights as a natural, neutral commitment within the framework of universal human rights protection; left-wing organisations, by collocating activism for LGBT* rights within a wider project of social emancipation that is for all the marginalised, yet is not neutral, but attached to specific values and opposed to specific political adversaries (the right-wing, the nationalists); business networks, by acknowledging diversity as a path to better performance and profits, thus encouraging inclusion and non-discrimination of “deserving” LGBT* workers.

Rural governance and livelihoods systems diversification in the Western Balkans: comparative case studies of Bosnia and Herzegovina, Montenegro and Serbia

Agriculture is still important for socio-economic development in rural areas of Bosnia, Montenegro and Serbia (BMS). However, for sustainable rural development rural economies should be diversified so attention should be paid also to off-farm and non-farm income-generating activities. Agricultural and rural development (ARD) processes and farm activity diversification initiatives should be well governed. The ultimate objective of this work is to explore linkages between ARD governance and rural livelihoods diversification in BMS. The thesis is based on an extended secondary data analysis and surveys. Questionnaires for ARD governance and coordination were sent via email to public, civil society and international organizations. Concerning rural livelihood diversification, the field questionnaire surveys were carried out in three rural regions of BMS. Results show that local rural livelihoods are increasingly diversified but a significant share of households are still engaged in agriculture. Diversification strategies have a chance to succeed taking into consideration the three rural regions’ assets. However, rural households have to tackle many problems for developing new income-generating activities such as the lack of financial resources. Weak business skills are also a limiting factor. Fully exploiting rural economy diversification potential in BMS requires many interventions including improving rural governance, enhancing service delivery in rural areas, upgrading rural people’s human capital, strengthening rural social capital and improving physical capital, access of the rural population to finance as well as creating a favourable and enabling legal and legislative environment fostering diversification. Governance and coordination of ARD policy design, implementation and evaluation is still challenging in the three Balkan countries and this has repercussions also on the pace of rural livelihoods diversification. Therefore, there is a strong and urgent need for mobilization of all rural stakeholders and actors through appropriate governance arrangements in order to foster rural livelihoods diversification and quality of life improvement.

The EU’s foreign policy towards the Western Balkans during the Juncker Commission. The cases of Bosnia Herzegovina and Serbia.

In February 2018, four years after the President of the Commission Jean Claude Juncker explicitly deprioritised the enlargement dossier, the European Commission relaunched the enlargement strategy to the region of the Western Balkans. This occurred despite the persistent polarisation around the topic among the EU Member States and the still-present struggles, when not outright regression, of some of the countries in pursuing the demanded reforms. This thesis carries out a multilevel foreign policy analysis of EU foreign policy toward the region of the Western Balkans during the period of the Juncker Commission, through the cases of Bosnia Herzegovina and Serbia. Drawing from Actorness theory (Bretherton and Vogler 2006), combined with perspectives from new institutional leadership (Smeets and Beach 2020), and new intergovernmentalism (Moravcsik 2018; Bickerton et al. 2015), this study seeks to explain the relaunch of enlargement by examining three dimensions: the international context and the role of non-EU actors such as China, Russia, and Turkey; the EU context, through the interaction of the significant EU Member States and Institutions; finally, the local context, through the analysis of the changes in the local perception of the EU and the considered non-EU actors. This study posits two interconnected points: first, that the changes in the international context, specifically the increased presence of non-EU actors such as China, Russia, and Turkey in the region, acted as triggering factors for the relaunch of the strategy. In addition, it argues that this relaunch was successful due to the peculiar combination of Germany’s interests and leadership within the Council, coupled with the Commission’s priorities.

Fingerprint Recognition: Enhancement, Feature Extraction and Automatic Evaluation of Algorithms

The identification of people by measuring some traits of individual anatomy or physiology has led to a specific research area called biometric recognition. This thesis is focused on improving fingerprint recognition systems considering three important problems: fingerprint enhancement, fingerprint orientation extraction and automatic evaluation of fingerprint algorithms. An effective extraction of salient fingerprint features depends on the quality of the input fingerprint. If the fingerprint is very noisy, we are not able to detect a reliable set of features. A new fingerprint enhancement method, which is both iterative and contextual, is proposed. This approach detects high-quality regions in fingerprints, selectively applies contextual filtering and iteratively expands like wildfire toward low-quality ones. A precise estimation of the orientation field would greatly simplify the estimation of other fingerprint features (singular points, minutiae) and improve the performance of a fingerprint recognition system. The fingerprint orientation extraction is improved following two directions. First, after the introduction of a new taxonomy of fingerprint orientation extraction methods, several variants of baseline methods are implemented and, pointing out the role of pre- and post- processing, we show how to improve the extraction. Second, the introduction of a new hybrid orientation extraction method, which follows an adaptive scheme, allows to improve significantly the orientation extraction in noisy fingerprints. Scientific papers typically propose recognition systems that integrate many modules and therefore an automatic evaluation of fingerprint algorithms is needed to isolate the contributions that determine an actual progress in the state-of-the-art. The lack of a publicly available framework to compare fingerprint orientation extraction algorithms, motivates the introduction of a new benchmark area called FOE (including fingerprints and manually-marked orientation ground-truth) along with fingerprint matching benchmarks in the FVC-onGoing framework. The success of such framework is discussed by providing relevant statistics: more than 1450 algorithms submitted and two international competitions.

Differenze nella prestazione tecnico-tattica tra diverse categorie di atleti nel tennistavolo di alto livello

Nell’ambito della ricerca scientifica nel campo dello sport, la Performance Analysis si sta ritagliando un crescente spazio di interesse. Per Performance Analysis si intende l’analisi della prestazione agonistica sia dal punto di vista biomeccanico che dal punto di vista dell’analisi notazionale. In questa tesi è stata analizzata la prestazione agonistica nel tennistavolo attraverso lo strumento dell’analisi notazionale, partendo dallo studio degli indicatori di prestazione più importanti dal punto di vista tecnico-tattico e dalla loro selezione attraverso uno studio sull’attendibilità nella raccolta dati. L’attenzione è stata posta quindi su un aspetto tecnico originale, il collegamento spostamenti e colpi, ricordando che una buona tecnica di spostamento permette di muoversi rapidamente nella direzione della pallina per effettuare il colpo migliore. Infine, l’obbiettivo principale della tesi è stato quello di confrontare le tre categorie di atleti selezionate: alto livello mondiale maschile (M), alto livello junior europeo (J) ed alto livello mondiale femminile (F). La maggior parte delle azioni cominciano con un servizio corto al centro del tavolo, proseguono con una risposta in push (M) o in flik di rovescio (J). Il colpo che segue è principalmente il top spin di dritto dopo un passo pivot o un top di rovescio senza spostamento. Gli alteti M e J contrattaccano maggiormente con top c. top di dritto e le atlete F prediligono colpi meno spregiudicati, bloccando di rovescio e proseguendo con drive di rovescio. Attraverso lo studio della prestazione di atleti di categorie e generi diversi è possibile migliorare le scelte strategiche prima e durante gli incontri. Le analisi statistiche multivariate (modelli log-lineari) hanno permesso di validare con metodo scientifico sia le procedure già utilizzate in letteratura che quelle innovative messe a punto per la prima volta in occasione di questo studio.

La tratta di donne a fini di sfruttamento sessuale: strumenti di contrasto e possibilità di intervento.

L’obiettivo della ricerca è, da un lato, quello di definire un quadro conoscitivo di sfondo rispetto al fenomeno della tratta e dello sfruttamento sessuale di donne che approdano nel contesto italiano, dall’altro quello di esaminare gli interventi politici e legislativi posti in essere per contrastare il fenomeno e per tutelarne le vittime. Dopo uno sguardo alle caratteristiche strutturali della tratta, alla normativa italiana, europea e internazionale connessa al suo contrasto e alla protezione delle vittime e ai modelli di intervento sociale nel settore posti in essere nel nostro Paese, l’analisi si è concretizzata prendendo in considerazione i risultati emersi dall’attività di ricerca. L’analisi delle storie di vita delle vittime, di nazionalità nigeriana, albanese e serba ha permesso, da un lato, di evidenziare la complessità dei loro percorsi di vita e dall’altro di tracciare un quadro delle modalità organizzative e di sfruttamento utilizzate dal racket nigeriano e da quello albanese. Sul versante legislativo, invece, le interviste ai ricercatori svedesi sono state volte a comprendere se la normativa che punisce l’acquisto di prestazioni sessuali potesse avere un potere deterrente e, quindi, se potesse rappresentare una risposta efficace per arginare il fenomeno della prostituzione schiavizzata. In ultimo, dal punto di vista processuale, l’analisi delle sentenze giudiziarie penali emesse dal Tribunale di Rimini è stata utile per individuare le principali dinamiche che caratterizzano il rapporto tra l’autore e la vittima di reato e, non di meno, per sottolineare l’importanza del ruolo della vittima nel processo penale.

A Law and Economics Analysis of Lobbying Regulation Towards an optimal structure through the Cost Indicator Index

This research primarily represents a contribution to the lobbying regulation research arena. It introduces an index which for the first time attempts to measure the direct compliance costs of lobbying regulation. The Cost Indicator Index (CII) offers a brand new platform for qualitative and quantitative assessment of adopted lobbying laws and proposals of those laws, both in the comparative and the sui generis dimension. The CII is not just the only new tool introduced in the last decade, but it is the only tool available for comparative assessments of the costs of lobbying regulations. Beside the qualitative contribution, the research introduces an additional theoretical framework for complementary qualitative analysis of the lobbying laws. The Ninefold theory allows a more structured assessment and classification of lobbying regulations, both by indication of benefits and costs. Lastly, this research introduces the Cost-Benefit Labels (CBL). These labels might improve an ex-ante lobbying regulation impact assessment procedure, primarily in the sui generis perspective. In its final part, the research focuses on four South East European countries (Slovenia, Serbia, Montenegro and Macedonia), and for the first time brings them into the discussion and calculates their CPI and CII scores. The special focus of the application was on Serbia, whose proposal on the Law on Lobbying has been extensively analysed in qualitative and quantitative terms, taking into consideration specific political and economic circumstances of the country. Although the obtained results are of an indicative nature, the CII will probably find its place within the academic and policymaking arena, and will hopefully contribute to a better understanding of lobbying regulations worldwide.

Cleavage Politics in Changing Times. Political Realignment Processes in Western European Countries

The dissertation fits the political realignment literature and aims to pro-vide further insights into cleavage politics by investigating voting behaviour in the Western European countries’ national elections. In particular, the dis-sertation focuses on the class and value voting patterns and on the change of these patterns in different countries and over the course of time. Peculiar pro-cesses affected all Western European party systems: whilst the «traditional» cleavage theory accounts for National and Industrial revolutions, those pro-cesses assumed to constitute the «societal modernization» determined chang-es in electoral competitions that questioned the relevance of individuals’ so-cial positions to study electoral preferences. Since the associations between social positions and voting behaviour underpin the so-called political cleav-age, the dealignment perspective assumes them to have been eroding since the second half of the XX century. On the other hand, the realignment perspective argues that the cleavage theory still accounts for individuals’ vote choices: of the four «traditional» cleavages, this perspective hypothesizes new class vot-ing patterns and alignments between electoral preferences and a new line of conflict, that is based on values. The dissertation provides a theoretical ac-count of the realignment of the class cleavage and a new conceptualization of value voting. Then, class and value voting patterns are explored. The analyses employ European Social Survey data and detect general and country-specific patterns. The dissertation adopts a mediation perspective and aims to observe how class voting patterns change when controlling for value orientations. The results are provided with a sensitivity analysis, indeed two versions of the measures computed for value orientations are compared. The findings show that social class continues to affect voting behaviour and that value orienta-tions both mediate this effect and affect electoral preferences.

Continual learning for computer vision applications

One of the most visionary goals of Artificial Intelligence is to create a system able to mimic and eventually surpass the intelligence observed in biological systems including, ambitiously, the one observed in humans. The main distinctive strength of humans is their ability to build a deep understanding of the world by learning continuously and drawing from their experiences. This ability, which is found in various degrees in all intelligent biological beings, allows them to adapt and properly react to changes by incrementally expanding and refining their knowledge. Arguably, achieving this ability is one of the main goals of Artificial Intelligence and a cornerstone towards the creation of intelligent artificial agents. Modern Deep Learning approaches allowed researchers and industries to achieve great advancements towards the resolution of many long-standing problems in areas like Computer Vision and Natural Language Processing. However, while this current age of renewed interest in AI allowed for the creation of extremely useful applications, a concerningly limited effort is being directed towards the design of systems able to learn continuously. The biggest problem that hinders an AI system from learning incrementally is the catastrophic forgetting phenomenon. This phenomenon, which was discovered in the 90s, naturally occurs in Deep Learning architectures where classic learning paradigms are applied when learning incrementally from a stream of experiences. This dissertation revolves around the Continual Learning field, a sub-field of Machine Learning research that has recently made a comeback following the renewed interest in Deep Learning approaches. This work will focus on a comprehensive view of continual learning by considering algorithmic, benchmarking, and applicative aspects of this field. This dissertation will also touch on community aspects such as the design and creation of research tools aimed at supporting Continual Learning research, and the theoretical and practical aspects concerning public competitions in this field.

Differenze di genere tra le caratteristiche cliniche e outcome dei pazienti con cancro ospedalizzati per COVID-19.

Obiettivo: Lo scopo principale di questo studio è analizzare lo sviluppo di complicanze cardiovascolari (CV) nei pazienti con neoplasia e malattia moderata-severa da COVID-19 e valutare differenze di genere per il rischio di mortalità intraospedaliera o di complicanze CV. Materiali e Metodi. Popolazione oggetto di studio. Pazienti inclusi nel registro ISACS-COVID 19 (ClinicalTrials.gov: NCT05188612), dati raccolti a partire da Febbraio 2020 a Luglio 2022. I pazienti arruolati sono stati reclutati da centri ospedalieri di cinque paesi: Italia, Croazia, Macedonia, Serbia e Romania. Le caratteristiche d’inclusione comprendono: età >18 anni, essere ospedalizzati e avere diagnosi certa d’infezione da SARS-CoV2. Gli endpoint analizzati sono stati: mortalità intraospedaliera e lo sviluppo di scompenso cardiaco acuto (SCA) nei pazienti con neoplasia. Risultati. La popolazione finale oggetto dello studio era di 4,014 pazienti ospedalizzati per malattia da COVID-19. Di questi circa l’8% risultava affetto da neoplasia. I pazienti con neoplasia risultavano essere più frequentemente donne (49% vs 40%, p=0.004), con un’età media più alta (68.3±12.95 vs 65.2±15.6, p<0.001) ma con profilo di rischio CV simile ai pazienti liberi da neoplasia. A seguito di analisi logistica di regressione multivariata, le donne non risultavano avere un incremento del rischio di mortalità intraospedaliera (OR 0.83;95%CI 0.66-2.45), mentre la presenza di tumore era significativamente associata ad incremento di mortalità (OR 1.68;95%CI 1.16-2.45). Restringendo le analisi di regressione logistica ai pazienti oncologici, le donne presentavano un incremento del rischio di sviluppo di SC acuto (OR3.07;95%CI 1.14 – 8.30) così come lo era la presenza di tumore al seno (OR 2.26; 95%CI 1.38 – 12.1). Conclusioni. La presenza di neoplasia rappresenta una condizione che incrementa il rischio di mortalità intraospedaliera nei pazienti ricoverati con COVID-19, mentre il genere femminile no. Le donne sembrano avere un rischio aumentato di sviluppo di SC acuto soprattutto se presentano un tumore al seno