2018 IEEE 1st Colombian Conference on Applications in Computational Intelligence (ColCACI)最新文献

A Systematic Literature Review of Hardware Neural Networks 硬件神经网络的系统文献综述

2018 IEEE 1st Colombian Conference on Applications in Computational Intelligence (ColCACI) Pub Date : 2018-05-16 DOI: 10.1007/978-3-030-03023-0_7

Dorfell Parra, Carlos Camargo

引用次数: 5

Comparison of Evolutionary Algorithms for Estimation of Parameters of the Equivalent Circuit of an AC Motor 交流电机等效电路参数估计的进化算法比较

2018 IEEE 1st Colombian Conference on Applications in Computational Intelligence (ColCACI) Pub Date : 2018-05-16 DOI: 10.1007/978-3-030-03023-0_11

G. A. Ramos, Jesús A. López

引用次数: 0

Are Teleconsults Enough Efficient to Tackle the Progress of Type-2 Diabetes and Depress in Adult Patients? 远程会诊是否足够有效地解决成人2型糖尿病和抑郁症的进展?

2018 IEEE 1st Colombian Conference on Applications in Computational Intelligence (ColCACI) Pub Date : 2018-05-16 DOI: 10.1109/COLCACI.2018.8484849

H. Nieto-Chaupis

{"title":"Are Teleconsults Enough Efficient to Tackle the Progress of Type-2 Diabetes and Depress in Adult Patients?","authors":"H. Nieto-Chaupis","doi":"10.1109/COLCACI.2018.8484849","DOIUrl":"https://doi.org/10.1109/COLCACI.2018.8484849","url":null,"abstract":"This paper presents a study about the impact of the so-called teleconsults applied in those patients belonging to peripheral areas of Lima city with a diagnosis of diabetes and manifesting depressive episodes. We focus in essence in the capability and efficiency of the teleconsults to tackle the progress of diabetes accompanied of depress in adult population. Firstly we have applied a survey whose resulting statistics enters a mathematical formalism based on probabilities of success and by which we have evaluated for several scenarios with different efficiencies that have been constructed with the parameters of Telemedicine. We have found for a concrete human group that when the patient adds teleconsults in their treatment of diabetes and depression, their recovery in terms of stabilizing their glucose and a by stopping depression in a very early stage could take 15 3 days after the 5th day of teleconsults. Our study have concluded that psychological disturbs on the behavior of patients might have effect on their diabetes’s treatment particularly in those living in peripheral areas of Lima city. However we have identified that the eHealth system might be limited seriously.","PeriodicalId":138992,"journal":{"name":"2018 IEEE 1st Colombian Conference on Applications in Computational Intelligence (ColCACI)","volume":"119 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-05-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132317657","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Application of Transfer Learning for Object Recognition Using Convolutional Neural Networks 卷积神经网络在物体识别中的迁移学习应用

2018 IEEE 1st Colombian Conference on Applications in Computational Intelligence (ColCACI) Pub Date : 2018-05-16 DOI: 10.1007/978-3-030-03023-0_2

N. Salazar, Jesus Alfonso Lopez Sotelo, Gustavo Andres Salazar Gomez

引用次数: 2

Implementation of a neural control system based on PI control for a non-linear process 基于PI控制的非线性过程神经控制系统的实现

2018 IEEE 1st Colombian Conference on Applications in Computational Intelligence (ColCACI) Pub Date : 2018-05-16 DOI: 10.1007/978-3-030-03023-0_4

Diego F. Sendoya-Losada, Diana C. Vargas-Duque, Ingrid J. Ávila-Plazas

引用次数: 2

Applying Data Mining Techniques to Predict Student Dropout: A Case Study 应用数据挖掘技术预测学生辍学:一个案例研究

2018 IEEE 1st Colombian Conference on Applications in Computational Intelligence (ColCACI) Pub Date : 2018-05-16 DOI: 10.1109/COLCACI.2018.8484847

B. Pérez, C. Castellanos, D. Correal

引用次数: 30

About the Usage of System Identification Methodologies For Climate Risks Analysis Along the Peruvian Coast 关于系统识别方法在秘鲁海岸气候风险分析中的应用

2018 IEEE 1st Colombian Conference on Applications in Computational Intelligence (ColCACI) Pub Date : 2018-05-16 DOI: 10.1109/COLCACI.2018.8484850

H. Nieto-Chaupis

引用次数: 0

Continuous Surveillance By Tele-consults Based on Monte Carlo Algorithms to Anticipate and Lessen Risk Levels Due to Type-2 Diabetes Complications 基于蒙特卡罗算法的远程咨询持续监测预测和降低2型糖尿病并发症的风险水平

2018 IEEE 1st Colombian Conference on Applications in Computational Intelligence (ColCACI) Pub Date : 2018-05-16 DOI: 10.1109/COLCACI.2018.8484853

H. Nieto-Chaupis

{"title":"Continuous Surveillance By Tele-consults Based on Monte Carlo Algorithms to Anticipate and Lessen Risk Levels Due to Type-2 Diabetes Complications","authors":"H. Nieto-Chaupis","doi":"10.1109/COLCACI.2018.8484853","DOIUrl":"https://doi.org/10.1109/COLCACI.2018.8484853","url":null,"abstract":"We present a computer-based eHealth system expected to provide tele-consults aimed to reduce complications due to the diabetes disease in adult population mainly between 30 and 60 years old. The software of the tele-consultations system which is essentially based in probabilities and entirely based in the Monte Carlo technology whose main philosophy: accept or reject, This stochastic computing method is supported with a mathematical model which is build through acquired data and experience that allows us to model and carry out predictions on the glucose’s values in time within a certain statistical error. The idea behind of this eHealth system is the rapid identification of those people with a potential risk to acquire complications derived from the high values of glucose in time. The conclusion derived from this computer-based study is that of the opportune intervention derived from the tele-consultations might alleviate and to improve the diabetes treatment by employing simple mobile phones and minimal software applications. We illustrated the prospective implementation of this tele-care system with simulations for people with an old diagnosis of diabetes and demonstrating the prospective role o these eHealth systems aimed to improve the quality of life in the middle and long term. From a combined sample 3 from 4 diabetes patients might be keeping under control their glucose’s values with a continuous assistance of the proposed eHealth system.","PeriodicalId":138992,"journal":{"name":"2018 IEEE 1st Colombian Conference on Applications in Computational Intelligence (ColCACI)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-05-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114371332","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Corn classification using Deep Learning with UAV imagery. An operational proof of concept 基于无人机图像的深度学习玉米分类。概念的操作证明

2018 IEEE 1st Colombian Conference on Applications in Computational Intelligence (ColCACI) Pub Date : 2018-05-16 DOI: 10.1109/COLCACI.2018.8484845

F. Trujillano, Andres Flores, Carlos Saito, Mario Balcazar, Daniel Racoceanu

引用次数: 10

MapReduce and Spark-based architecture for bi-class classification using SVM 基于MapReduce和spark的支持向量机双类分类架构

2018 IEEE 1st Colombian Conference on Applications in Computational Intelligence (ColCACI) Pub Date : 2018-05-01 DOI: 10.1109/COLCACI.2018.8484855

Mario A. Giraldo, J. Duitama, J. D. Arias-Londoño

引用次数: 0