Attribute reduction and missing value imputing with ANN: prediction of learning disabilities

Learning disability (LD) is a neurological condition that affects a child’s brain and impairs his ability to carry out one or many specific tasks. LD affects about 10% of children enrolled in schools. There is no cure for learning disabilities and they are lifelong. The problems of children with specific learning disabilities have been a cause of concern to parents and teachers for some time. Just as there are many different types of LDs, there are a variety of tests that may be done to pinpoint the problem The information gained from an evaluation is crucial for finding out how the parents and the school authorities can provide the best possible learning environment for child. This paper proposes a new approach in artificial neural network (ANN) for identifying LD in children at early stages so as to solve the problems faced by them and to get the benefits to the students, their parents and school authorities. In this study, we propose a closest fit algorithm data preprocessing with ANN classification to handle missing attribute values. This algorithm imputes the missing values in the preprocessing stage. Ignoring of missing attribute values is a common trend in all classifying algorithms. But, in this paper, we use an algorithm in a systematic approach for classification, which gives a satisfactory result in the prediction of LD. It acts as a tool for predicting the LD accurately, and good information of the child is made available to the concerned

THE PROBLEMS OF TRANSLATION OF POETRY FROM HINDI T0 ENGLISH wITH SPECIAL REFERENCE TO THE TRANSLATION OF ‘RAMACHARlTMANAS‘, ‘THE RAMAYANA OF THULSIDAS

HINDI

World Hunger, Malnutrition and Brain Development of Children

Hunger is still a major problem faced by people in the world especially in some areas in developing countries, and this condition is a cause of undernutrition. Insufficient nutrition during the early stages of life may adversely influence brain development. It was observed from my own research conducted in Bogor, Indonesia, that children with severe acute malnutrition (SAM, body mass index or BMI for age z score < -3) (N=54) had significantly (p<0.05) lower memory ability score (46.22±1.38) compared to normal children (BMI for age z score -2 ≤ z ≤ 1) (N=91) (51.56±1.24). Further, children with Moderate Acute Malnutrition (MAM, BMI for age z score -3 ≤ z <-2) tended to (p<0.1) have lower memory ability (50.08±1.58) than the normal children. On the other hand, overnutrition among children also might impair the brain function. The study revealed that children who are overweight (BMI for age z score 1 < z ≤ 2) (N=8) significantly (p<0.05) had lower memory ability score (46.13±4.50) compared to the normal children. This study also revealed that obese children (BMI for age z score > 2) (N=6) tended to (p<0.1) have lower memory ability score (50.33±5.64) than the normal children. It is therefore very important to maintain children at a normal BMI, not being undernourished (SAM and MAM categories) on one side and not being overnourished (overweight and obesity categories) on the other side in order to optimise their brain development. This could be achieved through providing children with an adequate and balanced nutrient supply via food.

The cultural context of children's learning and identity in England, France and Denmark

Resumen tomado de la publicaci??n

Decision making and planning of children in the reproductive process of males

Reproduction is not restricted to the biological; it is also a complex and dynamic social process. The objective of this paper is to analyze the decision and planning of children as part of the reproductive process in men. Methodologically, a qualitative research was made. The analysis includes in-depth interviews with 30 parents between 20 and 45 years, of medium socio-economic level in México. The results show that the reproductive process incorporates family formation negotiated with their couple the marriage until they had economic potential. In some cases, their decision hastened because the couple was pregnant. The planning was not contemplated but when getting the news, they accept it and get involved in the process, while others see it as a conflict.

Emotional characteristics of psychology students: a study based on the formative research perspective

In the formative research scheme, the author built a psychological scale, with the purpose of analyzing psychological characteristics of the School of Psychology students. The instrument showed a high reliability coefficient (α=0,86), the exploratory factorial analysis found five variables which allowed to predict some aspects of sex and career level through a logistic regression; the ALSCAL showed two emotional dimensions. The author recommends to improve the instrument and to continue its application in the School. It is also necessary to develop qualitative research to acquire new data about the topic of the research.

Advances and limitations in the attention to the problems of housing and urban land in Mexico. An approach from the legal-institutional frame

In this work we analyze the reforms carried out by the Mexican state in the nineties of the 20th century, in the items concerning the policies of housing and urban land, based on an exhaustive review of the main actions, programs and changes in the legal and institutional frame that applies for each of these fields. The nineties represent a "breaking point" in the way the State considers the satisfaction of the right to the housing and attends the offer of urbanized land for a tidy and sustainable urban development. In this period of time, the approach of direct intervention in developing and financing housing and creation of land reserves has changed into another one, ruled by the logic of the market. The balance to the first decade of the 21st century is ambiguous, as neither the housing policy has solved the housing shortage for low-income population, nor the land policy has eliminated the illegal urban growth.

Demand of children in Colombia : guessing or planning

El artículo analiza los determinantes de la presencia de hijos no deseados en Colombia. Se utiliza la información de la Encuesta Nacional de Demografía y Salud (ENDS, 2005), específicamente para las mujeres de 40 años o más. Dadas las características especiales de la variable que se analiza, se utilizan modelos de conteo para verificar si determinadas características socioeconómicas como la educación o el estrato económico explican la presencia de hijos no deseados. Se encuentra que la educación de la mujer y el área de residencia son determinantes significativos de los nacimientos no planeados. Además, la relación negativa entre el número de hijos no deseados y la educación de la mujer arroja implicaciones clave en materia de política social.

The language of children : evolution and development of secondary consciousness and language.

Proporciona una introducción sobre como los niños adquieren y utilizan el lenguaje. Hace hincapié en la explicación psicológica del desarrollo del lenguaje, pero, sin olvidar, los aspectos cognitivo, biológico y social en el desarrollo de éste, y también, considera la influencia de la escolaridad y la experiencia social.

Long-term memory problems in children and adolescents : assessment, intervention, and effective instruction. 'Problemas en la memoria a largo plazo en niños y adolescentes : evaluación, intervención y enseñanza efectiva'.

Incluye un índice alfabético

Guiding the behaviour of children and young people.

El libro ofrece ideas prácticas sobre enfoques positivos en el desarrollo del comportamiento durante la infancia y la adolescencia, facilitando la teoría y los conceptos que tras estas propuestas ayudarán a los lectores a abordar la problemática del comportamiento en edades de 0 a 18 años. Los temas básicos tratados son: teorías, conceptos y su aplicación práctica, la perspectiva desde el lado de los niños y adolescentes, el papel del adulto en el comportamiento de los niños, la importancia del cariño y las relaciones prolongadas, elecciones de comportamiento en un contexto cultural y social, temas clave en la orientación del comportamiento, el valor de la observación y la interpretación, comportamientos que plantean dificultades concretas, cooperación y colaboración entre adultos.

Assessment of the effects of a cooperative play programme for children aged 10-11 years on social adaptation and on the perception that parents, teachers and peers have of children's prosocial behaviours. 'Evaluación de los efectos de un programa de juego cooperativo para los niños de 10-11 años en la adapatación social y en la percepción que padres, profesores y compañeros tienen de las conductas prosociales de los niños'.

Resumen tomado de la publicación

La orientación e inserción sociolaboral de menores tutelados = Guidance and placement of children-youth who live in foster homes.

Resumen basado en el del autor

On the intricacy of children's innate abstractions. 'Sobre la complejidad de las abstracciones innatas infantiles'.

Monográfico con el título: 'The debate on language acquisitions: constructivism versus innatism'. Resumen basado en el de la publicación

Language laterality, handedness and empathy in a sample of parents of children with autism spectrum disorder

Resumen tomado de la publicación