In this study we proposed an iterative procedure for correcting sampling bias in labeled datasets for supervised learning applications. Given a much larger and unbiased unlabeled dataset, our approach relies on training contrast classifiers to iteratively select unlabeled examples most highly underrepresented in the labeled dataset. Once labeled, these examples could greatly reduce the sampling...

The Nigerian judicial process is unacceptably slow and expensive. We established that efforts so far taken to expedite the judicial process which include front loading processes and opening up of more courts are more tactical than strategic. Information and Communication Technology (ICT) has the strategic capability to expedite the judicial process when properly introduced and effectively manag...

This paper describes how “Computer supported cooperative work”, coped with security technologies and advanced knowledge management techniques, can support the penal judicial activities, in particular national and trans-national investigations phases when different judicial system have to cooperate together. Increase of illegal immigration, trafficking of drugs, weapons and human beings, and the...

This paper studies the impact of judicial reform in Mexico. It does so using a survey about crime victimization and perceptions of insecurity (Encuesta Nacional Sobre la Inseguridad, ENSI) from 2005, 2008, and 2009 in eleven Mexican cities, three of which implemented the reform in 2007 and 2008. It shows judicial reform reduces victimization but also lowers perceptions of security. These result...

Treatment of phenylketonuria (PKU) includes the use of a metabolic formula which should be provided free of charge by the Unified Health System (SUS). This retrospective, observational study sought to characterize judicial channels to obtain PKU treatment in Rio Grande do Sul (RS), Brazil. Lawsuits filed between 2001- 2010 and having as beneficiaries PKU patients requesting treatment for the di...

The concept of "human rights in patient care" refers to the application of human rights principles to the context of patient care. It provides a principled alternative to the growing discourse of "patients' rights" that has evolved in response to widespread and severe human rights violations in health settings. Unlike "patients' rights," which is rooted in a consumer framework, this concept der...

A four-county Indiana survey of the vast majority (approximately 90%) of the attorneys and public agency caseworkers involved in court actions on child abuse cases revealed considerable conflict over each other's role. The survey replicated the method used in previous research, which had yielded distinctly positive and negative results. The author discusses particularities of the four-county ar...

The purpose of the article is to study legal essence contingency fee judicial representative in context expenses, outline and psychological aspects application fee, as well main problems tendencies law enforcement practice this sphere relations. Methodology. methods used survey were chosen according defined purpose, specific object subject research. based on use general scientific methods. By m...