The travelling salesman problem (TSP) belongs to the class of NP-hard problems, in which an optimal solution to the problem cannot be obtained within a reasonable computational time for large-sized problems. To address TSP, we propose a hybrid algorithm, called GA-TCTIA-LBSA, in which a genetic algorithm (GA), tour construction and tour improvement algorithms (TCTIAs) and a list-based simulated annealing (LBSA) algorithm are used. The TCTIAs are introduced to generate a first population, and after that, a search is continued with the (...) GA. The problem of premature convergence of the GA to local optimum is tackled by a method called social disaster technique. Afterwards, the LBSA is applied to generate a new population based on one of two proposed operators called packing and judgement day. The proposed algorithm is implemented in the MATLAB environment, and its two variants, called GA-TCTIA-LBSA packing and GA-TCTIA-LBSA judgement day, are tested on symmetric and asymmetric instances from TSPLIB. The overall results demonstrate that the proposed GA-TCTIA-LBSAs offer promising results, particularly for small-sized instances. (shrink)

Headache disorders can be considered as the predominant neurological condition. In the field of neurological diseases, migraine was estimated to cost a total of €27 billion per year for the loss through reduced work productivity in the European Community. Medical data and information in turn provide knowledge based on which physicians make scientific decisions for diagnosis and treatments. It is, therefore, very useful to create diagnostic tools to help physicians make better decisions. This paper is focused on a new hybrid (...) clustering system combining analytic hierarchy process and weighted fuzzy c-means clustering method for diagnosing children with primary headache disorder. The proposed three-stage hybrid diagnosing system is tested on data set collected from hospitalized children in the Clinical Centre of Vojvodina, Novi Sad, Serbia. (shrink)

The skin, uniquely positioned at the interface between the human body and the external world, plays a multifaceted immunologic role in human life. In medical practice, early accurate detection of all types of skin tumours is essential to guide appropriate management and improve patients’ survival. The most important issue is to differentiate between malignant skin tumours and benign lesions. The aim of this research is the classification of skin tumours by analysing medical skin tumour dermoscopy images. This paper is focused (...) on a new strategy based on deep convolutional neural networks which have recently shown a state-of-the-art performance to define strategy to automatic classification for skin tumour images. The proposed system is tested on well-known HAM10000 data set. For experimental results, verification is performed and the results are compared with similar researches. (shrink)

Clustering is one of the most fundamental and essential data analysis tasks with broad applications. It has been studied in various research fields: data mining, machine learning, pattern recognition and in engineering, economics and biomedical data analysis. Headache is not a disease that typically shortens one’s life, but it can be a serious social as well as a health problem. Approximately 27 billion euros per year are lost through reduced work productivity in the European community. This paper is focused on (...) a new strategy based on a hybrid model for combining fuzzy partition method and maximum likelihood estimation clustering algorithm for diagnosing primary headache disorder. The proposed hybrid system is tested on two data sets for diagnosing headache disorder collected from Clinical Centre of Vojvodina in Serbia. (shrink)

In the past 50 years nurse scheduling has received considerable attention in the research community. There are two cases regarding the nurse scheduling problem : the static and dynamic. Dynamic NSP, is often called nurse rerostering problem, which presents reconstruction or modification of the predetermined roster for the current scheduling horizon. The aim of this paper is to present new hybrid strategy for nurse NRRP problem. The proposed methodology is based on efficient cooperation between fuzzy logic, ordered weighted averaging and (...) variable neighbourhood descent search. Complete system is tested, and experimental results are based on real-world dataset obtained from the Oncology Institute of Vojvodina in Serbia. (shrink)

The pointwise ergodic theorem is nonconstructive. In this paper, we examine origins of this non-constructivity, and determine the logical strength of the theorem and of the auxiliary statements used to prove it. We discuss properties of integrable functions and of measure preserving transformations and give three proofs of the theorem, though mostly focusing on the one derived from the mean ergodic theorem. All the proofs can be carried out in ACA₀; moreover, the pointwise ergodic theorem is equivalent to (ACA) over (...) the base theory RCA₀. (shrink)

Cilj istraživanja bio je ispitati iskustva stresa kod odgojitelja i nastavnika tijekom COVID-19 pandemije te ispitati prediktivnu vrijednost nekih osobnih obilježja odgojitelja/nastavnika, izvora stresa, strategija suočavanja i socijalne podrške u objašnjenju doživljaja stresa, sagorijevanja na poslu i nade u budućnost. Online upitnik primijenjen je na uzorcima od 491 nastavnika i 316 odgojitelja. Rezultati su pokazali da su odgojitelji i nastavnici najvišu razinu stresa doživljavali tijekom prvog vala pandemije korona virusa te da je razina doživljenog stresa tijekom pandemije veća nego prije (...) pandemije. Odgojitelji uobičajene izvore stresa doživljavaju snažnijim nego specifične izvore stresa vezane za pandemiju korona virusa, dok je kod nastavnika obrnuto. Osobna obilježja odgojitelja/nastavnika, izvori stresa, strategije suočavanja i socijalna podrška povezani su s razinom stresa i sagorijevanjem na poslu te nadom u budućnost, ali se prediktivna vrijednost odnosno značajni prediktori razlikuju ovisno o kriteriju i skupini ispitanika. Rezultati ukazuju na pozitivan doprinos samoefikasnosti, strategija suočavanja i socijalne podrške u doživljaju stresa kod odgojitelja i nastavnika tijekom pandemije korona virusa. (shrink)

The idea that the mind, i.e., common sense, is not an inherent human structure but a cultural system, has become a general assumption taken for granted by many. Richard Rorty’s post-Philosophical culture serves as an illustrative example. One of the most renowned representatives of the radical critique of the mind, i.e., of common sense, is the cultural anthropologist Clifford Geertz. He believes that we are in need of an ethnography based on the “thick description”. Geertz’s insights have strongly influenced the (...) postliberal theologians. Consequently, the centre of the theology—the faith—has once again been obscured. Therefore, this article seeks to emphasize the importance of faith, based on Josef Pieper’s sagacious insights. (shrink)

The idea that the mind, i.e., common sense, is not an inherent human structure but a cultural system, has become a general assumption taken for granted by many. Richard Rorty’s post-Philosophical culture serves as an illustrative example. One of the most renowned representatives of the radical critique of the mind, i.e., of common sense, is the cultural anthropologist Clifford Geertz. He believes that we are in need of an ethnography based on the “thick description”. Geertz’s insights have strongly influenced the (...) postliberal theologians. Consequently, the centre of the theology—the faith—has once again been obscured. Therefore, this article seeks to emphasize the importance of faith, based on Josef Pieper’s sagacious insights. (shrink)

Procesi globalizacije događali su se mnogo puta u povijesti, daleko prije pojave riječi ‘globalizacija’ u drugoj polovici 20. st. Suvremena globalizacija podrazumijeva društvene, gospodarske i političke procese usmjerene na prelaženje državnih granica i stvaranje globalnog svjetskog poretka. No ona se ne smije svesti samo na to, budući da njeni procesi pogađaju sva područja ljudskog života i djelovanja: medije i komunikacije, gospodarstvo, politiku, pravo, kulturu, ekologiju, etiku, religije i crkve. Posljedice globalizacije jesu nova iskustva na društvenoj, političkoj i gospodarskoj razini – (...) povezivanje i umrežavanje kroz procese internacionalizacije i transnacionalizacije, kroz skupove poput G7 i Međunarodnog gospodarskog foruma u Davosu, ali i brojni društveni lomovi i gospodarska recesija. Globalizacija potiče religije na približavanje, na jačanje suradnje i na zauzimanje zajedničkog stava. Religije to i čine kroz postojeće zajedničke institucije, poput Svjetskog parlamenta religija i Svjetske konferencije religija za mir , tražeći nove oblike približavanja, dijaloga, solidarnosti, suživota, suradnje i ostvarenja etičkog konsenzusa, vodeći računa o zaštiti vlastitog identiteta u vremenu pluralizma i multikulturalnosti. Religije su svjesne da je etičko pitanje postalo pitanje planetarne odgovornosti koje zahtijeva globalnu etiku oko koje se trebaju složiti svi subjekti na svjetskoj razini, a u kojoj će čovjek biti aktivni subjekt. Kršćanske crkve uzimaju u obzir određene pozitivne zakonitosti procesa globalizacije tako da možemo govoriti o »kršćanskoj globalizaciji«. Kršćanstvo je od svojih početaka bilo usmjereno na određenu vrstu globalizacijskih procesa – daleko prije nego li se pojavio naziv ‘globalizacija’. Crkve su svjesne svoje zadaće zajednički braniti u vremenu globalizacije dostojanstvo svakog čovjeka, svake tradicije i kulture. One to čine preko brojnih postojećih međucrkvenih institucija na svjetskoj razini kao što su Ekumensko vijeće crkava , Ekumensko vijeće mladih u Europi . Katolička Crkva je od početka bila globalna i iz te je perspektive kroz stoljeća misijski djelovala. Nakon II. vatikanskog sabora to će djelovanje pojačati osnivanjem Papinskog vijeća za jedinstvo kršćana koje je nastalo iz Tajništva za jedinstvo kršćana , zatim Svjetskog dana mladih i Caritasa internationalisa.Processes of globalization have been happening numerous times through history, long prior to the appearance of the word ‘globalization’ in the second half of 20th century. Modern globalization includes the social, economic and political processes headed to crossing national boundaries and creating a global world order. However, globalization cannot be attributed simply to that issue, for its processes deal with all dimensions of human life and activity: media and communications, economy, politics, law, culture, ecology, ethics, religions, and churches. The consequences of globalization are new experiences related to social, political and economical sphere – interconnection and networking through processes of internationalization and transnationalization, through the meetings of the members of G7 and International Economic Forum in Davos, and also the numerous social breaks and economic recession. Globalization inspires religions to aim at the approaching, the stronger cooperation and the intercession for the common attitude. For realization of this purpose religions act through the existing common institutions like The World Parliament of Religions and World conference of religions for peace , asking for a new way of approaching, dialogue, solidarity, coexistence, cooperation and realization of ethic consensus, taking into account the protection of its own identity in time of pluralism and multiculture. Religions are aware of how ethic question has become the question of world’s responsibility. That issue requires global ethical principles around which all subjects on the world scale are to agree with. In that global ethic the human being will be respected as an active subject. The Christian Churches take into consideration the certain positive lawfulness of globalization process, thus we can speak of “Christian globalization”. Christianity has been headed to globalization process from the earliest days of the faith – prior to the process has emerged known as globalization. The Churches became aware of its responsibility in order to protect in the time of globalization the dignity of every person, every tradition, and culture. The Churches respond to this phenomenon through numerous existing interchurch institutions on world domain such as The World Council of Churches , Ecumenical Youth Council in Europe . The Catholic Church from the beginning has been global and based on this perspective the Catholic Church through centuries has been carrying out its missionary work. After the Second Vatican Council the Catholic Church has strengthened its activity by establishing Pontifical Council for Christian Unity , which has emerged from Secretariat for Promoting Christian Unity , World Youth Day and Caritas internationalis. (shrink)

This study described the relationships between academic class and student moral sensitivity and reasoning and between curriculum design components for ethics education and student moral sensitivity and reasoning. The data were collected from freshman (n = 506) and senior students (n = 440) in eight baccalaureate nursing programs in South Korea by survey; the survey consisted of the Korean Moral Sensitivity Questionnaire and the Korean Defining Issues Test. The results showed that moral sensitivity scores in patient-oriented care and conflict were (...) higher in senior students than in freshman students. Furthermore, more hours of ethics content were associated with higher principled thinking scores of senior students. Nursing education in South Korea may have an impact on developing student moral sensitivity. Planned ethics content in nursing curricula is necessary to improve moral sensitivity and moral reasoning of students. (shrink)

In this paper, we compare reparation policies in Australia and Argentina. We analyse the difference between the reparations given by their respective governments to the Argentinian victims of the ‘Dirty War’ and to the ‘Stolen Generations’ in Australia. The aim of this paper is to compare the experience of victims in Argentina and Australia in relation to reparations to demonstrate that using only one type of reparations, either material or symbolic, is unsatisfactory for victims and does not repair the harm (...) done. We also argue that the timing and the context in which reparations are offered can play a role in the victims’ satisfaction with the governments’ reparation policies. (shrink)

This article aims to give a survey of preparations conducted by Spartan king Agis III before he commenced his war against Macedonians. Based on the remaining narrative sources, mostly Arrian, Diodorus, Curtius Rufus and Justin, the author gives an account of king Agis’ doings up until the very beginning of his war. The author argues also why is that a real, full open war, not a "rebellion" as it is dubbed in some of the literature. Author gives his opinion about (...) the beginning of the preparations for the open war and concludes that they began in November 333 BC, at latest. This article also tackles the question of mercenaries which Agis took after the Battle of Issus. Due to the uncertainty of the sources themselves it can be concluded at best that Agis hired a great number of them after Issus. (shrink)

This paper analyses the role of remorse and apology in international criminal trials by juxtaposing two prominent cases of convicted war criminals Biljana Plavšić and Esad Landžo. Plavšić was the first and only Bosnian Serb political leader to plead guilty before the International Criminal Tribunal for the former Yugoslavia. Her acknowledgement of guilt and purported remorse expressed during her ICTY proceedings was celebrated as a milestone for both the ICTY and the Balkans. However, she later retracted her remorse while serving (...) her prison sentence. Landžo was a guard at the notorious Čelebići detention camp and did not acknowledge his guilt publicly during his ICTY trial. Seven years after his release from prison, Landžo personally confronted survivors and apologised to them. Through comparison of these two widely different cases, we illustrate varying roles criminal trials can play in offender’s reflection on his/her crimes and how relevance and resonance of war criminal’s remorse in and outside of the courtroom depend on how remorse is expressed and to whom. (shrink)

A growing body of work has highlighted the importance of political beliefs and attitudes in predicting endorsement and engagement in prosocial behavior. Individuals with right-wing political orientation are less likely to behave prosocially than their left-wing counterparts due to high levels of Right-wing authoritarianism. Here, we aimed to extend prior work by testing how political values relate to COVID-19 discretionary behavioral intentions. Furthermore, we tested whether identification with the national group would influence the relationship between RWA and prosocial behavior. A (...) cross-sectional study conducted on 350 Italian participants showed that right-wing political orientation had a negative effect on COVID-19 discretionary behavioral intentions via RWA. Furthermore, a moderated mediation model revealed that this effect was only significant for participants who are lowly identified with the national group. The results suggest that highlighting group belongingness might effectively motivate more conservative individuals to engage in prosocial behavior. (shrink)

‘Feminist competency’ is a nascent term that has been identified in three general critiques of contemporary feminism that emerged in the course of research for The Great Feminist Denial (2008), a book on feminist debates in Australia that I co-authored with Monica Dux. The first critique highlights the importance of feminist knowledge, typically generated through the academy, to feminist identification. The second posits a perceived lack of feminist competency as an obstacle to feminist affiliation. The third assessment insists that spokespeople (...) for feminism should be sufficiently competent. Using these responses to feminism as a starting point, combined with a reflection on my own framing as an academic feminist in the public sphere, I make a case for the potential value of ‘feminist competency’ as a means to assess the impact of academic feminism, in Australia and elsewhere. (shrink)

This paper will analyse what it takes to conduct feminist and sensitive research in countries that have seen mass human rights violations. Transitional justice research involves critical examination of difficult topics which raises a number of ethical and methodological issues for both the participants and the researchers. Although empirical research has been a facet of the studies produced in the field, researchers’ accounts of undertaking research in often politically sensitive environments is largely missing from published books and research reports. This (...) paper is informed by personal experiences of doing research in wartime rape in the ethnically and politically divided country of Bosnia and Herzegovina. I argue that the researcher’s profile and positionality directly affects the fieldwork and that fieldwork is a dialogical process which is structured by the researcher and the wider political processes in the country. (shrink)

A large part of technological advances, especially in the field of industry, have been focused on the optimization of productive processes. However, the detection of anomalies has turned out to be a great challenge in fields like industry, medicine or stock markets. The present work addresses anomaly detection on a control level plant. We propose the application of different intelligent techniques, which allow to obtain one-class classifiers using real data taken from the correct plant operation. The performance of each classifier (...) is assessed and validated with real created faults, achieving successful overall results. (shrink)

The integration of artificial intelligence into bioethics education represents a new pedagogical approach that addresses complex moral issues in healthcare. The use of AI-driven platforms like ChatGPT in bioethics education can enhance critical thinking and decision-making skills among students by providing a diverse range of perspectives and solutions. To assess the ability of ChatGPT-4 to understand and resolve ethical dilemmas using validated clinical case vignettes, thereby determining its suitability as a teaching aid in bioethics. Ten clinical scenarios, each with inherent (...) ethical issues, were presented to ChatGPT-4. These scenarios were expert-validated to ensure relevance and complexity. ChatGPT's responses were evaluated by two blinded external raters to eliminate bias. The assessment criteria included identification of bioethical principles, recognition of stakeholders and their outcomes, and comprehension of ethical and legal frameworks. Additionally, the quality of responses was scored on a scale of 1–10. ChatGPT showed proficiency in identifying the pertinent bioethical principles and stakeholders involved in the ethical dilemmas presented. It achieved an overall score of 84.5%, with high marks for its analytical capabilities in complex scenarios. However, the study identified areas for improvement, particularly in proposing comprehensive solutions and alternative actions. ChatGPT demonstrates potential as an effective tool for bioethics education, capable of guiding learners through the resolution of ethical issues in clinical practice. However, to fully integrate ChatGPT into bioethics education, it requires enhancements in delivering detailed, actionable guidance in ethical decision-making. Future development should focus on refining ChatGPT’s ability to offer nuanced solutions aligned with patient values and clinician needs. (shrink)