Presentación que se llevó a cabo durante el III Congreso Internacional de Computación y Telecomunicaciones COMTEL 2011 del 19 al 21 de octubre de 2011 en Lima, Perú. COMTEL, es un certamen organizado por la Facultad de Ingeniería de Sistemas, Cómputo y Telecomunicaciones de la Universidad Inca Garcilaso de la Vega, que congrega a profesionales, investigadores y estudiantes de diversos países con el fin de difundir e intercambiar conocimientos, mostrar experiencias académicas-científicas y soluciones para empresas en las áreas de Computación, Telecomunicaciones y disciplinas afines.

Actually the main cause of decease are produce by cancer illness. They can afect a many organs sucha as pancreas, breast, cervix, prostate and others, and breast cancer has high number of cases and this kind of illness has state or level of developing as metastasis, it spreads malign cells for neighbour organs then it produce the highest rate of death. Exists several diagnostic test and one of that is analysis of microarrays is used a different algorithms of machine learning. Support Vector Machine-SVM has obtained a good performance to binary classification and complement of it is a multiple kernel learning-MKL. In this thesis our proposal a new method, it uses a local(datadependent) and nonlinear combination with different kernels. We call it as localized nonlinear multiple kernel learning (LNLMKL). In our experiments for binary microarray classification, different kernels were used in...

Presentación que se llevó a cabo durante el VIII Congreso Internacional de Computación y Telecomunicaciones COMTEL 2016 del 21 al 23 septiembre de 2016 en Lima, Perú. COMTEL, es un certamen organizado por la Facultad de Ingeniería de Sistemas, Cómputo y Telecomunicaciones de la Universidad Inca Garcilaso de la Vega, que congrega a profesionales, investigadores y estudiantes de diversos países con el fin de difundir e intercambiar conocimientos, mostrar experiencias académicas-científicas y soluciones para empresas en las áreas de Computación, Telecomunicaciones y disciplinas afines.

Se utilizó la teoría de conjuntos difusos para la modelación del problema de abonamiento y fertilización de terrenos agrícolas considerando los costos difusos. Con la ayuda de los lenguajes de programación y herramientas informáticas, se diseñó un software denominado FERTIDIF, que puede coadyuvar a la toma de una decisión apropiada sobre el uso de fertilizantes o abonos necesarios para un determinado cultivo. El problema de fertilización se resolvió mediante la adaptación de metodologías de solución, propuestos por Lai-Hwang y Leberling; metodologías que transforman un problema de programación difuso (costos difusos) en un problema de optimización multi-objetivo, el mismo que mediante la ayuda del software FERTIDIF se resuelve fácilmente y se ayuda a los especialistas en fertilización agrícola, a tomar decisiones sobre las cantidades de abonos o fertilizantes a utili...

The diagnostic process of respiratory diseases requires experience and skills to assess the different pathologies that patients may develop. Unfortunately, the lack of qualified radiologists is a global problem that limits respiratory diseases diagnosis. Therefore, it will be useful to have a tool that minimizes errors and workload, improves efficiency, and speeds up the diagnostic process in order to provide a better healthcare service to the community. This research proposes a methodology to detect pathologies by using deep learning architectures. The present proposal is divided into three types of experiments. The first one evaluates the performance of feature descriptors such as SIFT, SURF, and ORB in medical images with machine learning models as an introduction to the last experiment. The second one evaluates the performance of deep learning architectures such as ResNet50, Alexnet,...

The concepts of fuzzy sets theory for the mathematical modelling of fertilization farmland problems, considering fuzzy costs, are used. With support of programming languages and computer tools, a software called FERTIDIF to contribute in making decisions about the utilization of fertilizer and nutrients required for a particular crop, has been designed. The fertilization problem has been solvedby means of the adaptation of methodologies of solution proposed by Lai-Hwang and Leberling; methodologies transforming a fuzzy problem with fuzzy cost into a multi-objective optimization problem and solved easily by using the FERTIDIF software, providing to the agricultural fertilization specialists to take decisions about the amounts of fertilizer as well as to determine the minimum cost of the fertilization process for a given crop.

Se utilizó la teoría de conjuntos difusos para la modelación del problema de abonamiento y fertilización de terrenos agrícolas considerando los costos difusos. Con la ayuda de los lenguajes de programación y herramientas informáticas, se diseñó un software denominado FERTIDIF, que puede coadyuvar a la toma de una decisión apropiada sobre el uso de fertilizantes o abonos necesarios para un determinado cultivo. El problema de fertilización se resolvió mediante la adaptación de metodologías de solución, propuestos por Lai-Hwang y Leberling; metodologías que transforman un problema de programación difuso (costos difusos) en un problema de optimización multi-objetivo, el mismo que mediante la ayuda del software FERTIDIF se resuelve fácilmente y se ayuda a los especialistas en fertilización agrícola, a tomar decisiones sobre las cantidades de abonos o fertilizantes a utili...

The work ‘DruBot: Robotic prototype for authentication and comparison of facial proportions for assistance control and impersonation detection in evaluations’ describes the development of the robotic prototype called DruBot that seeks to recognize the faces of the persons who join to a classroom specific, a private area or an examination, comparing them with a database for each case (to distinguish them from the characteristics extracted from the photo of the university identification and the frames obtained of the video of welcome of every student) and to determine if the image of the person which camera is capturing has or hasn’t access to the area, issuing a different sign if his or her access is allowed or not. We apply technologies of artificial vision (Haar cascade for the detection of faces in the whole image captured by camera in real time and Face Landmarks to find the key...

The work ‘DruBot: Robotic prototype for authentication and comparison of facial proportions for assistance control and impersonation detection in evaluations’ describes the development of the robotic prototype called DruBot that seeks to recognize the faces of the persons who join to a classroom specific, a private area or an examination, comparing them with a database for each case (to distinguish them from the characteristics extracted from the photo of the university identification and the frames obtained of the video of welcome of every student) and to determine if the image of the person which camera is capturing has or hasn’t access to the area, issuing a different sign if his or her access is allowed or not. We apply technologies of artificial vision (Haar cascade for the detection of faces in the whole image captured by camera in real time and Face Landmarks to find the key...

The work ‘DruBot: Robotic prototype for authentication and comparison of facial proportions for assistance control and impersonation detection in evaluations’ describes the development of the robotic prototype called DruBot that seeks to recognize the faces of the persons who join to a classroom specific, a private area or an examination, comparing them with a database for eachcase (to distinguish them from the characteristics extracted from the photo of the university identification and the frames obtained of the video of welcome of every student) and to determine if the image of the person which camera is capturing has or hasn’t access to the area, issuing a different sign if his or her access is allowed or not. We apply technologies of artificial vision (Haar cascade for the detection of faces in the whole image captured by camera in real time and Face Landmarks to find the key ...