The data mining field in computer science specializes in extracting implicit information that is distributed across the stored data records and/or exists as associations among groups of records. Criminal databases contain information on the crimes themselves, the offenders, the victims as well as the vehicles that were involved in the crime. Among these records lie groups of crimes that can be attributed to serial criminals who are responsible for multiple criminal offenses and usually exhibit patterns in their operations, by specializing (...) in a particular crime category (i.e., rape, murder, robbery, etc.), and applying a specific method for implementing their crimes. Discovering serial criminal patterns in crime databases is, in general, a clustering activity in the area of data mining that is concerned with detecting trends in the data by classifying and grouping similar records. In this paper, we report on the different statistical and neural network approaches to the clustering problem in data mining in general, and as it applies to our crime domain in particular. We discuss our approach of using a cascaded network of Kohonen neural networks followed by heuristic processing of the networks outputs that best simulated the experts in the field. We address the issues in this project and the reasoning behind this approach, including: the choice of neural networks, in general, over statistical algorithms as the main tool, and the use of Kohonen networks in particular, the choice for the cascaded approach instead of the direct approach, and the choice of a heuristics subsystem as a back-end subsystem to the neural networks. We also report on the advantages of this approach over both the traditional approach of using a single neural network to accommodate all the attributes, and that of applying a single clustering algorithm on all the data attributes. (shrink)

Classical work on Jaina ethics; published on the occasion of 2000th birth anniversary of the author.

Millions of children in conflict-affected countries are deprived of their fundamental rights to education. Using the qualitative exploratory research method, this study aims to explore ways of providing education to such children, and to identify the challenges facing their implementation. It also presents two short case studies conducted on Palestinian and Syrian refugees residing in Malaysia to explore their perceptions towards their education in their current situation and future orientation. The results show that despite the educational programmes initiated by various (...) organizations, the affected community continue to face numerous political, financial, psychological, economic, administrative, or institutional challenges. The analysis of the interviews data revealed several categories and themes, among them related to the participants’ current situation, educational needs, roles of different members of the community involved, and the challenges. The study recommends increasing efforts to meet the educational demands of the huge number of children out of schools. (shrink)

El presente artículo ofrece una traducción anotada del _Tratado acerca de las reglas del arte de los poetas_ (_Qawānīn fī ṣināʿat al-šuʿarāʾ_) de Abū Naṣr al-Fārābī. Acompañamos esta traducción de una introducción dividida en tres partes. En primer lugar, se ofrece un contexto general acerca del lugar del Qawānīn en la obra de al-Fārābī y en la tradición filosófica árabe. En segundo, se plantea una posible división temática del texto. Y finalmente, en tercer lugar, se especifican las peculiaridades de la (...) traducción, referente al texto tomado como base y las principales decisiones de traducción. (shrink)

Advances in science and technology have allowed for incredible improvements in healthcare. Additionally, the digital revolution in healthcare provides new ways of collecting and storing large volum...

Should the regulation of production and distribution in a socialist society be based on the law of value? In this article we ask (1) Is this question not based on an ontological understanding of labour, on a rational and therefore conceptual understanding of abstract labour and, ultimately, a transhistorical understanding of value and the so-called ‘law of value’?; (2) is it not precisely this deception and power of the fetishism of commodities that, by eternalising value and the ‘law of value’, (...) limits the horizon and perspective of ‘realistic politics’ (Realpolitik)?; and (3) whether this question does not treat socialism as a political situation where the solution to its ‘economic’ problem is unrelated to its very identity? In order to answer these questions, we provide a novel understanding of Marx’s fundamental category of value, its substance, form and magnitude, with the help of the German expression Formgehalt, translated as form-content. (shrink)

Concept of self in Indic philosophy; based on Mahābhārata, Hindu epic.

El presente artículo se centra en explorar una cuestión fundamental del pensamiento de al-Fārābī, específicamente su comprensión de la potencia de la poesía y su papel político y social en el contexto del mundo árabe clásico. La lectura de este filósofo implica una reinterpretación innovadora de la Poética y la Retórica de Aristóteles, destacando el carácter productivo de la imaginación en términos de evocación de imágenes y creación de semejanzas. Se explora, asimismo, la influencia de la filosofía de al-Fārābī en (...) otros filósofos árabes e islámicos, como Avicena y Averroes, quienes se convirtieron en principales referentes en la reivindicación de la filosofía en este contexto cultural. (shrink)

On the contribution of Akalaṅkadeva, 8th cent, Jaina logician; reserach papers presented in national seminar.

Complete works of Kundakunda, 2nd century exponent of the Digambara sect in Jainism; Prakrit text with Hindi translation.

Theory and historical development of jurisprudence.

This paper argues that existing food security and food sovereignty approaches are inadequate to fully understand contradictory human development, nutrition, and productivity trends in Nepalese small-scale agriculture. In an attempt to bridge this gap, we developed a new food wellbeing approach that combines insights from food security, food sovereignty, and social wellbeing perspectives. We used the approach to frame 65 semi-structured interviews in a cluster of villages in Kaski district in the mid-hills of Nepal on various aspects of food security, (...) agriculture, off-farm livelihood opportunities, and women’s wellbeing. Our results indicate that context-specific subjective and social relational factors highlighted by the food wellbeing approach are key to understanding a paradox of increased food security, yet decreasing sustainability of small-scale agriculture. Increased levels of male out-migration and opportunities for local off-farm work have increased local capacity to purchase food. The positive consequences for food security are indicated by evidence that households with non-farm income sources had better food sufficiency, absorption capacity, nutritional quality, and stability of food supply. These off-farm employment opportunities have also led to the greater involvement of low caste groups and women in small-scale agriculture. This has been empowering for both groups and led to an increase in wellbeing, particularly for those women who have become de facto heads of household. Yet, small landholdings, persistent patterns of unequal and absentee land ownership, sharecropping, women’s overwork, and the aspirations of low caste farmers and women away from agriculture are simultaneously driving the erosion of local small-scale agricultural productivity and ecological sustainability. (shrink)

Prakrit text with English translation on Jaina doctrines and ethics.

Freedom of association for trade union has been generally accepted as part of basic human rights in Islam. Freedom of association, which include the right to join and participate in trade union activities, can be susceptible to disputes between employers and employees as well as trade unions. Islam provides freedom of association in labour relations and also mechanisms to settle disputes pertaining to such freedom. Conciliation (sulh) and arbitration (tahkim) are both used methods in the inception of Islam, which have (...) similarities with the modern sense. We shall discuss in this article the right to dispute resolution between employers and trade unions in the context of freedom of association in labour relations as based on Shari’ah law and using modern legal systems of Islamic countries such as Iran, Malaysia and Saudi Arabia as examples. (shrink)

(1991). The Effect of a Package of Some Curricular Strategies on the Study Habits of Rural Primary School Students: a year long study. Educational Studies: Vol. 17, No. 3, pp. 261-271.

Treatise on Jaina philosophy and epistemology; includes Hindi translation.

Prakrit text, with Samayavyākhyā and Tātparyavr̥tti, Sanskrit commentaries on Jaina ontology and epistemology.