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Classification of emotions on images through convolutional neural networks as a method of preventing secondary alexithymia 利用卷积神经网络对图像进行情绪分类,作为预防继发性述情障碍的一种方法
Pub Date : 2022-11-16 DOI: 10.35429/joct.2022.17.6.18.21
Alejandra TREJO-FRÍAS, Paulina RICO-GARCÍA, Diego Ángel VILLAFUERTE-LUCIO, Christian Padilla-Navarro
Alexithymia can be defined as the inability to verbalize affective states. One of its main causes lies in the lack of learning of emotions during childhood and can prevail until adulthood. Its identification at an early age can solve problems such as depression and cutting that, in severe cases, can lead to suicide. The present investigation shows the implementation of two convolutional neural networks for the classification of emotions through images.
述情障碍可以定义为无法用语言表达情感状态。其主要原因之一是在童年时期缺乏对情绪的学习,并可能一直持续到成年。在早期发现它可以解决抑郁症和割伤等问题,在严重的情况下,这些问题可能导致自杀。本研究展示了两个卷积神经网络的实现,用于通过图像对情绪进行分类。
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引用次数: 0
Multi-agent system integrated to a Smart campus for mobile device detection and lamp management 多智能体系统集成到智能校园中,实现移动设备检测和灯具管理
Pub Date : 2022-11-16 DOI: 10.35429/joct.2022.17.6.10.17
José Fabricio DE LA CRUZ-PONCE, Carlos LINO-RAMÍREZ, Víctor Manuel ZAMUDIO-RODRÍGUEZ, D. Gutiérrez-Hernández
It describes the progress that has been made in the "Smart Campus" project, which is being carried out at the Instituto Tecnológico de León. The objective of this project is to improve the stay of the people who walk through the institution on a daily basis, using intelligent agents, artificial intelligence, the internet of things, software, databases, hardware and platforms that the University already has, using the traditional architecture to its advantage and adding certain elements that allow us to make this proposal a reality. The project aims to census the classrooms to improve the stay of people who walk through the institution every day, obtain environmental data from the classrooms in real time and manipulate the current that can be delivered to a lamp. In this article, we talk in depth about the construction process of the architecture, in which the whole project will be based in a technical way, but at the same time making it as understandable as possible for any type of public.
它描述了在“智能校园”项目中取得的进展,该项目正在Tecnológico de León研究所开展。这个项目的目标是通过使用智能代理、人工智能、物联网、软件、数据库、硬件和平台来改善每天走过该机构的人们的住宿,利用传统建筑的优势,并添加某些元素,使我们能够使这个建议成为现实。该项目旨在对教室进行普查,以改善每天走过该机构的人的停留时间,实时获取教室的环境数据,并操纵可以输送到灯上的电流。在这篇文章中,我们深入讨论了建筑的建造过程,在这个过程中,整个项目将以一种技术的方式为基础,但同时也使它尽可能地被任何类型的公众所理解。
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引用次数: 0
Development and validation of distributed communication protocol from finite-state machines 有限状态机分布式通信协议的开发与验证
Pub Date : 2022-11-16 DOI: 10.35429/joct.2022.17.6.1.9
M. E. Rodríguez-Franco, V. Maldonado-Ruelas, F. Villalobos-Piña, R. Ortiz-Medina
This work documents the use of communication finite state machines for the representation of interactions in a network of devices. Likewise, a hierarchical structure between elements is adopted, under an organization of master-slave nodes; from which, the implemented communication protocol assumes the particular functions of each device, while ensuring the exchange of information between them. In order to validate the adequate constitution of the proposed protocol, through its respective programming, Arduino and Raspberry free hardware and software are used, as well as a basic interface created from the Thonny development environment, for data entry by the user and the feedback of information to this. The results obtained demonstrate the functionality of the developed protocol, which was implemented from the serial communication standard, supported by the hardware used. However, it is essential to clarify that it is possible to implement this type of application from the use of other standards, as available.
这项工作记录了在设备网络中使用通信有限状态机来表示交互。同样,在主从节点的组织下,元素之间采用层次结构;由此,实现的通信协议承担每个设备的特定功能,同时确保它们之间的信息交换。为了验证所提出协议的适当构成,通过各自的编程,使用Arduino和Raspberry免费硬件和软件,以及从Thonny开发环境创建的基本接口,供用户输入数据并向其反馈信息。实验结果证明了所开发协议的功能,该协议是在串行通信标准的基础上实现的,并得到了所使用硬件的支持。然而,有必要澄清的是,可以通过使用其他可用的标准来实现这种类型的应用程序。
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引用次数: 0
Post-quantum software for distillation of non-orthogonal quantum states through binary frames 通过二进制帧蒸馏非正交量子态的后量子软件
Pub Date : 2021-12-30 DOI: 10.35429/joct.2021.16.5.12.22
Emmanuel H. SAMPERIO-GUZMAN, L. Lizama-Pérez, J. M. López-Romero
Quantum cryptography is a paradigm for the establishment of secret keys and data confidentiality, which represents an alternative in the quantum era because its security properties are based on the principles of quantum physics. Unfortunately, errors that occur during transmission and detection of quantum states have made it difficult to implement this technology globally. However, a new cryptographic key quantum distribution scheme based on non-orthogonal state pairs has recently been published which considerably outperforms known schemes. This article describes the fundamentals of this protocol which are represented as an algorithm and the pseudo-code of the most relevant functions of the system is shown; The current development of the software for the distillation of non-orthogonal quantum states by means of binary frames is presented, which demonstrates the transmission control, reconciliation and privacy amplification of the shared secret bits. Likewise, we present the results obtained from the computer system and its interpretation in relation to the efficiency of the protocol, which exceeds 50% channel error rates and a quadratic growth of the length of the secret key as a function of the number of double detection events. Objectives: Demonstrate the effectiveness of the non-orthogonal state distillation protocol through binary frames using the software developed. Methodology: For the development of this project, the following methodology has been carried out (see Figure 1). Contribution: The results of this software guide tests for quantum distillation in an experimental communications environment in order to provide a useful solution in the era of quantum information transmission and communication technologies.
量子密码学是一种建立密钥和数据机密性的范式,它的安全性基于量子物理原理,代表了量子时代的一种替代方案。不幸的是,在量子态的传输和检测过程中发生的错误使得这项技术难以在全球范围内实现。然而,最近发表了一种新的基于非正交状态对的密码密钥量子分配方案,该方案大大优于已知方案。本文以算法的形式描述了该协议的基本原理,并给出了系统中最相关功能的伪代码;介绍了利用二进制帧对非正交量子态进行精馏的软件开发现状,演示了共享秘密比特的传输控制、协调和隐私放大。同样,我们给出了从计算机系统获得的结果及其对协议效率的解释,其超过50%的信道错误率和密钥长度作为双重检测事件数量的函数的二次增长。目的:利用所开发的软件通过二进制帧验证非正交状态蒸馏协议的有效性。方法论:对于该项目的开发,采用了以下方法论(见图1)。贡献:本软件指南的结果在实验通信环境中进行了量子蒸馏测试,以期在量子信息传输和通信技术时代提供有用的解决方案。
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引用次数: 0
Development of a web management system for the internship process at the TecNM campus Lerdo 为TecNM勒多校区的实习过程开发一个网络管理系统
Pub Date : 2021-06-30 DOI: 10.35429/10.35429/joct.2021.15.5.1.10
Karla Verónica Rodríguez-Lozano, Elda Moreno-Núñez, Juan Martín Arzola-Monreal, María Guadalupe Flores-Luévanos
The TecNM campus Lerdo is developing a Web Based System for the Management of the Residence Procedures (SIGEPRORE), in order to adhere to the ISO 9001:2015, which this institution of higher education currently operates under, for which it is necessary to automate the current professional residency quality management system. SIGEPRORE is an institutional software package designed to support all those involved in the professional residency procedure. It has a new and improved web design, which allows the integration of new modules, functionalities, and technological tools for increased user optimization. Participants in this project are students from the engineering degree in computer systems of the ITSL and professors’ part of the academic body in consolidation "Software engineering applied to solutions". The agile methodology used as a guideline to develop the project was the SCRUM. The impact of the project is of great relevance as it is intended to establish a web system which will contain all the operating policies of the professional residence and quality management system.
TecNM校园Lerdo正在开发一个基于Web的住宿程序管理系统(sigeproore),以坚持ISO 9001:2015,这所高等教育机构目前正在运作,因此有必要将当前的专业住宿质量管理系统自动化。sigeproore是一个机构软件包,旨在支持所有参与专业住院医师程序的人员。它有一个新的和改进的网页设计,它允许新的模块,功能和技术工具的集成,以增加用户优化。该项目的参与者是来自ITSL计算机系统工程学位的学生和整合“软件工程应用于解决方案”的学术机构的教授部分。作为项目开发指南的敏捷方法是SCRUM。该项目的影响是非常相关的,因为它旨在建立一个网络系统,该系统将包含专业住宅的所有运营政策和质量管理系统。
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引用次数: 0
Meteorological patterns recognition using Artificial Neural Networks programmed with the Swish activation function 利用具有Swish激活功能的人工神经网络进行气象模式识别
Pub Date : 2021-06-30 DOI: 10.35429/joct.2021.15.5.21.28
José María Aguilera-Méndez, Carlos Juárez-Toledo, Irma Martínez-Carrillo, A. L. Flores-Vázquez
Artificial neural networks are a set of tools that are widely used for the information classification. Its expansion within artificial intelligence has been due to its use in the Machine Learning area. A fundamental part of the artificial neural networks algorithm is the so-called activation function, the above because it is the part that triggers the process as a whole and due to its result the neuron/perceptron sends its outputs. Back-propagation activation function of an artificial neural network is also described; this is artificial neural network with a simpler functioning whose adaptation has made it especially attractive to pattern recognition; also, a different algorithm such as Swish is introduced. As part of the pattern recognition study, three wind classifications present on the Mexican Republic Atlantic coast are formed, each group is made up of graphic files referring to meteorological maps with wind indicators in order to feed the network and as new maps are generated, the Artificial Neural Network will be an aid in the meteorological patterns detection.
人工神经网络是一套广泛应用于信息分类的工具。它在人工智能领域的扩展是由于它在机器学习领域的应用。人工神经网络算法的一个基本部分是所谓的激活函数,因为它是触发整个过程的部分,并且由于它的结果,神经元/感知器发送其输出。描述了人工神经网络的反向传播激活函数;这是一种功能简单的人工神经网络,其适应性使其对模式识别特别有吸引力;此外,还介绍了一种不同的算法,如Swish。作为模式识别研究的一部分,在墨西哥共和国大西洋沿岸形成了三种风分类,每一组都由参考带有风指标的气象地图的图形文件组成,以便为网络提供数据,随着新地图的生成,人工神经网络将有助于气象模式检测。
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引用次数: 1
Design of the operation of a rotating machine for the acquisition of multi-view stereoscopic images for the 3D reconstruction of objects 设计了一种用于获取多视角立体图像的旋转机器的操作方法,用于物体的三维重建
Pub Date : 2021-06-30 DOI: 10.35429/joct.2021.15.5.29.36
Cesar-Agustin Corona-Patricio, Carolina Reta
This work presents a machine to locate a stereoscopic camera in different positions around an object to acquire a sequence of images that allows the reconstruction of such object through artificial vision algorithms. The GEMMA guide was used to define the modes of operation of the proposed machine. In addition, the mechanical and electronic elements that make up the machine and the programming logic for its control with PLC were also defined. It was demonstrated using a graphical interface that the mode of operation of the machine is carried out satisfactorily. Additionally, this work presents synthetic image results to represent a sequence of images acquired from different points of view considering different levels of elevation of the camera, showing the type of results obtained with the proposed machine.
这项工作提出了一种机器,可以将立体相机定位在物体周围的不同位置,以获取一系列图像,从而通过人工视觉算法重建该物体。GEMMA指南用于定义所提议的机器的操作模式。此外,还定义了组成机器的机械和电子元件以及用PLC控制机器的编程逻辑。通过图形界面演示了该机器的运行方式是令人满意的。此外,本工作提供了合成图像结果,以表示考虑到相机的不同高度,从不同角度获得的一系列图像,显示了使用所提出的机器获得的结果类型。
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引用次数: 2
App design for teaching academic English vocabulary using spaced repetition method 运用间隔重复法教授学术英语词汇的App设计
Pub Date : 2021-06-30 DOI: 10.35429/10.35429/joct.2021.15.5.11.20
Ricardo Fabrizio Martínez-Valencia, J. A. Montero-Valverde, M. Martínez-Arroyo, Juan Miguel Hernández-Bravo
In this paper, it is presented a proposal of app for teaching English vocabulary oriented to computer science field, using a spaced repetition method based on SuperMemo 2 (SM-2) algorithm, which allows reinforce the vocabulary acquired in previous studies, and dynamically generate a plan for learning the most appropriated words according to an easiness factor and word practice time interval. Also, an assessment instrument is presented, which can be used for demonstrating the acceptance of the technology throughout measuring use attitude to proposed app and usefulness perception from users. Through this learning way, students from many educational institutions can achieve a better vocabulary retention, which carries to having a better comprehension of academic texts that are required for acquiring more knowledge in their study fields.
本文提出了一款面向计算机科学领域的英语词汇教学app,采用基于SuperMemo 2 (SM-2)算法的间隔重复方法,强化之前学习的词汇,并根据容易程度和单词练习时间间隔动态生成最适合单词的学习计划。此外,还提出了一种评估工具,可用于通过测量对拟议应用程序的使用态度和用户的有用性感知来证明对该技术的接受程度。通过这种学习方式,许多教育机构的学生都能实现更好的词汇记忆,从而更好地理解学术文本,从而获得更多的学习领域的知识。
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引用次数: 0
Generación de mapas climatológicos mediante el desarrollo de una estación meteorológica automática móvil 通过开发移动自动气象站生成气候图
Pub Date : 2020-12-31 DOI: 10.35429/JOCT.2020.14.4.1.10
Gabriel Romero-Rodríguez, Erick Eduardo Huesca-Lazcano, Óscar Flores-Ramírez, K. Apan-Araujo
Agricultural studies present a common constraint in making decisions based on meteorological data, since climate models lack precise values of their parameters depending on the geographical point where information is acquired, so that weather acquisition in positions specific geographical results is an interesting possibility. The objective of the present study was to develop a mobile automatic weather station (AWS) with sensors that measure the air temperature (° C), the relative humidity of the air (%), the global solar radiation (Wm2), the wind speed (m/s) ) and the concentration of carbon dioxide (ppm); the sensors were connected to a controller medium to which they were incorporated: a real-time clock to adapt the acquisition intervals, a display to show the information to the user, a storage module for the acquired data, a module for remote transmission of the data and a global positioning system. In addition, the mobile unit contains a chassis, four wheels with their respective electric motors, power stage, two servomotors, two ultrasonic sensors and the general electrical power that give autonomy in their movement dynamics. The climate map of a polygon of 120m2 was obtained.
农业研究在根据气象数据做出决策时存在一个共同的限制,因为气候模型缺乏其参数的精确值,这取决于获取信息的地理点,因此在特定地理结果的位置获取天气是一种有趣的可能性。本研究的目的是开发一个移动自动气象站(AWS),其传感器可以测量空气温度(°C)、空气相对湿度(%)、全球太阳辐射(Wm2)、风速(m/s)和二氧化碳浓度(ppm);传感器连接到一个控制器介质上,其中包括:一个适应采集间隔的实时时钟,一个向用户显示信息的显示器,一个用于采集数据的存储模块,一个用于远程传输数据的模块和一个全球定位系统。此外,移动单元还包含一个底盘,四个轮子和各自的电动机,动力级,两个伺服电机,两个超声波传感器和一般电力,使其运动动态自主。得到了120m2多边形的气候图。
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引用次数: 0
Alarma digital con sensor de movimiento 带有运动传感器的数字报警
Pub Date : 2020-12-31 DOI: 10.35429/JOCT.2020.14.4.28.33
Ana Lilia González-Monzón, I. Rueda-Medina, Henry Christopher Piña-Alcántara, Alejandro Martínez-Santigo
The insecurity that the homes of the communities of Jilotepec present in the face of robberies to the homes of families with low purchasing power, and the high prices of the security systems offered by specialized companies, the project of making a digital alarm through a motion sensor that detects intruders in the room. It has been developed through the CDIO methodology (Conception, Design, Implementation and operation) the Arduino platform was used, which in recent years has taken a lot of strength for the realization of engineering projects, as well as the PIR motion sensor HC-SR501, which has a low cost. The system can detect any movement, this with the help of people's body heat, informing the user about the activity that exists in their homes. Therefore, it will help people to have the system that makes them feel protected, especially at night.
Jilotepec社区的家庭在面对抢劫时呈现出的不安全感以及低购买力家庭的家庭,专业公司提供的安全系统价格高昂,通过运动传感器制造数字警报的项目可以探测到房间里的入侵者。它是通过CDIO (concept, Design, Implementation and operation)方法开发的,使用了近年来在工程项目的实现上有很大实力的Arduino平台,以及成本较低的PIR运动传感器HC-SR501。该系统可以检测到任何运动,这是在人们的身体热量的帮助下,通知用户关于他们家中存在的活动。因此,它会帮助人们拥有让他们感到受保护的系统,尤其是在晚上。
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引用次数: 0
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Revista de Tecnologías Computacionales
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