Publications

@article{paper143,

title = {Global Football Excellence Index to Evaluate Footballers' Performance in the Ballon d'Or and International Awards Competitions},

author = {Jorge A. Ruiz-Vanoye and Ocotlán Díaz-Parra},

doi = {https://doi.org/10.61467/2007.1558.2024.v15i3.505},

issn = {1558-2024},

year  = {2024},

date = {2024-10-01},

journal = {International Journal of Combinatorial Optimization Problems and Informatics},

volume = {15},

issue = {3},

pages = {1-3},

abstract = {This paper presents the Global Football Excellence Index (GFEI), an innovative framework for assessing the performance of footballers in the competition for the Ballon d'Or and other international awards, based on quantitative performance indicators.},

keywords = {CONAHCYT, ESCI},

pubstate = {published},

tppubtype = {article}

}

@article{paper144,

title = {Cluster of Vulnerable Municipalities in Mexico to facilitate the Creation of Coordination Mechanisms in the Humanitarian Responses through Machine Learning Techniques},

author = {Diana Sánchez-Partida and MarÍa Beatriz Bernábe-Loranca and Jorge A. Ruiz-Vanoye and Ricardo A. Barrera-Cámara

},

doi = {https://doi.org/10.61467/2007.1558.2024.v15i3.458},

issn = {1558-2024},

year  = {2024},

date = {2024-10-01},

journal = {International Journal of Combinatorial Optimization Problems and Informatics},

volume = {15},

issue = {3},

pages = {28-42},

abstract = {Cluster of Vulnerable Municipalities in Mexico to facilitate the Creation of Coordination Mechanisms in the Humanitarian Responses through Machine Learning Techniques. Coordination among actors in the supply chain is essential for ensuring a well-organized, efficient, and effective response to humanitarian crises, ultimately leading to better outcomes for those affected by disasters. Effective coordination ensures that resources, information, and aid are distributed efficiently and promptly to those in need during humanitarian crises. It also helps optimize resource allocation, prevent duplication of efforts, and ensure that aid reaches the right places at the right time. It supports identifying and mitigating risks in the supply chain, such as delays, bottlenecks, or disruptions, which can impact aid delivery. Coordination fosters better communication among stakeholders, enabling them to share information, collaborate on solutions, and make informed decisions. Precise coordination mechanisms help establish accountability among actors, ensuring that responsibilities are defined, monitored, and fulfilled. This document proposes an efficient logistics system capable of providing aid in a rapid and coordinated manner through unsupervised learning and a medoid partitioning algorithm called PAM (Partitioning Around Medoids) that achieves a global optimum for grouping the vulnerable municipalities of Mexico using INECC data. In addition, the PAM algorithm was compared with the P-Median to check the efficiency of the global optimum.},

keywords = {CONAHCYT, ESCI},

pubstate = {published},

tppubtype = {article}

}

@article{paper145,

title = {2D23D: 3D images from 2D images using statistical filters and color shading},

author = {Marco A. García-Márquez and Josue R. Martínez-Mireles and Jazmín Rodríguez-Flores and Arturo Austria-Cornejo and Jorge A. Ruiz-Vanoye







},

doi = {https://doi.org/10.61467/2007.1558.2024.v15i3.521},

issn = {1558-2024},

year  = {2024},

date = {2024-10-01},

journal = {International Journal of Combinatorial Optimization Problems and Informatics},

volume = {15},

issue = {3},

pages = {115–125},

abstract = {Below is the development of an algorithm that allows generating 3D models from 2D images for analysis and visualization, with an application focused on images from the health and space sectors, domains chosen for their contrast characteristics. The characteristics used in the project are presented and determined, as well as 3D programming and visualization environment tools that allow the generation of voxel depth, as well as the management of image formats from the medical or spatial sector, including the results obtained with images. from both sectors, from which the 3D models were created.},

keywords = {CONAHCYT, ESCI},

pubstate = {published},

tppubtype = {article}

}

@article{paper146,

title = {A brief review of the History of Computational Intelligence, Bio-Inspired Computing and Scientific Computing},

author = {Ocotlán Díaz-Parra and Jorge A. Ruiz-Vanoye and Alejandro Fuentes-Penna and Ricardo A. Barrera-Cámara

},

doi = {https://doi.org/10.61467/2007.1558.2024.v15i3.524},

issn = {1558-2024},

year  = {2024},

date = {2024-10-01},

journal = {International Journal of Combinatorial Optimization Problems and Informatics},

volume = {15},

issue = {3},

pages = {164–170},

abstract = {The use of computational tools to solve real problems of different industries has been in increased significantly. Software is used to solve problems of the air, sea, ground, pipes, and aerospace transportation planning; problems related to the science of sport, chemistry, medicine, nursing, mechatronics, robotics; business problems related to minimize costs and maximize profits, problems of management of small, medium and large companies; agro-industrial problems, environment, among many others. To solve real problems using scientific computation, Bio-inspired and computational intelligence. This paper aims to present a review of the history of Computational Intelligence Bio-Inspired Computing and scientific computing.},

keywords = {CONAHCYT, ESCI},

pubstate = {published},

tppubtype = {article}

}

@article{jj1234,

title = {Fuzzy Logic Prediction of Hypertensive Disorders in Pregnancy Using the Takagi–Sugeno and C-Means Algorithms},

author = {Israel Campero-Jurado and Daniel Robles-Camarillo and Jorge A. Ruiz-Vanoye and Julio-César Salgado-Ramírez and Francisco Marroquín-Gutiérrez and Julio Cesar Ramos-Fernández},

doi = {https://doi.org/10.3390/math12152417},

issn = {2227-7390},

year  = {2024},

date = {2024-08-03},

urldate = {2024-08-03},

journal = {Mathematics},

volume = {12},

issue = {15},

abstract = {Hypertensive disorders in pregnancy, which include preeclampsia, eclampsia, and chronic hypertension, complicate approximately 10% of all pregnancies in the world, constituting one of the most serious causes of mortality and morbidity in gestation. To help predict the occurrence of hypertensive disorders, a study based on algorithms that help model this health problem using mathematical tools is proposed. This study proposes a fuzzy c-means (FCM) model based on the Takagi–Sugeno (T-S) type of fuzzy rule to predict hypertensive disorders in pregnancy. To test different modeling methodologies, cross-validation comparisons were made between random forest, decision tree, support vector machine, and T-S and FCM methods, which achieved 80.00%, 66.25%, 70.00%, and 90.00%, respectively. The evaluation consisted of calculating the true positive rate (TPR) over the true negative rate (TNR), with equal error rate (EER) curves achieving a percentage of 20%. The learning dataset consisted of a total of 371 pregnant women, of which 13.2% were diagnosed with a condition related to gestational hypertension. The dataset for this study was obtained from the Secretaría de Salud del Estado de Hidalgo (SSEH), México. A random sub-sampling technique was used to adjust the class distribution of the data set, and to eliminate the problem of unbalanced classes. The models were trained using a total of 98 samples. The modeling results indicate that the T-S and FCM method has a higher predictive ability than the other three models in this research.},

keywords = {Papers in the Science Citation Index Expanded},

pubstate = {published},

tppubtype = {article}

}

@article{J24-1-1,

title = {Quality of Service in Sustainable Development: A QoS-based Analysis of the United Nations Sustainable Development Goals},

author = {Jorge A. Ruiz-Vanoye and Ocotlán Díaz-Parra and Francisco Marroquín-Gutiérrez and Julio C. Salgado-Ramírez and Juan M. Xicoténcatl-Pérez and José M. Liceaga-Ortiz-De-La-Peña and Luis A. Ortiz-Suarez and Jazmin Rodríguez-Flores and Josue R. Martínez-Mireles},

doi = {https://doi.org/10.61467/2007.1558.2024.v15i1.437},

issn = {2007-1558},

year  = {2024},

date = {2024-01-10},

urldate = {2024-01-10},

journal = {International Journal of Combinatorial Optimization Problems and Informatics},

volume = {15},

issue = {1},

pages = {39–50},

abstract = {This paper explores the innovative application of Quality of Service (QoS) principles, traditionally rooted in network and telecommunications, across various sectors to enhance the achievement of the United Nations Sustainable Development Goals (SDGs). By establishing a parallel between QoS in technological systems and sectors such as healthcare, education, energy, and urban development, we examine how these principles can be adapted to improve service delivery and efficiency in critical areas of sustainable development. The core premise is that methodologies used to optimize data flow and service reliability in networks can similarly enhance the quality, accessibility, and sustainability of essential services. This study conducts a comprehensive comparative analysis to illustrate the potential of QoS frameworks in promoting efficiency, effectiveness, and equity across multiple domains of the SDGs. Key areas of focus include enhancing healthcare outcomes, increasing educational accessibility, ensuring sustainable energy use, and improving urban infrastructure. The findings advocate for a cross-disciplinary approach to applying QoS principles, suggesting that such integration can lead to substantial improvements in service delivery and contribute significantly to global sustainable development efforts.},

keywords = {CONAHCYT, ESCI},

pubstate = {published},

tppubtype = {article}

}

@article{J24-1-2,

title = {Innovating in the Detection of Depression in Young Adults: Development of a Mobile Application Based on the Enhanced Cascade Model},

author = {Miguel Á. Ruiz-Jaimes and Maria Arely Gabriel-Romero and Rodrigo Alejandro Morales-López and Yadira Toledo-Navarro and Jorge A. Ruiz-Vanoye and Ocotlan Díaz-Parra and Jaime Aguilar-Ortiz



},

doi = {https://doi.org/10.61467/2007.1558.2024.v15i1.394},

issn = {2007-1558},

year  = {2024},

date = {2024-01-10},

urldate = {2024-01-10},

journal = {International Journal of Combinatorial Optimization Problems and Informatics},

volume = {15},

issue = {1},

pages = {86–100},

abstract = {Depression is a disorder that usually begins in early adulthood, having a duration according to the World Health Organization (WHO) from a couple of months to a couple of years, however, in approximately 20% of cases there is a chronic evolution that results in a high mortality rate by suicide due to lack of adequate treatment. Therefore, the objective of this project is to facilitate the tools for an adequate care of depression, mainly in young adults through the development of a mobile application that monitors patients.  To carry out the project, the enhanced cascade model was implemented, because the feedback between the different phases of the system development life cycle is important to make the appropriate modifications. The application of interviews and the use of brainstorming were the selected way in which all the system requirements were designed and the goals to be met by the system were adequately defined.},

keywords = {CONAHCYT, ESCI},

pubstate = {published},

tppubtype = {article}

}

@article{jj123,

title = {Classification of Cardiac Arrhythmias},

author = {Miguel Ángel Ruiz-Jaimes and Jorge Alarcón-Álvarez and Juan José Flores-Sedano and Jorge A. Ruiz-Vanoye and Yadira Toledo-Navarro and Eric Simancas-Acevedo and Francisco Rafael Trejo-Macotela and Marco Antonio Vera-Jiménez},

doi = {https://doi.org/10.61467/2007.1558.2023.v14i3.389},

issn = {2007-1558},

year  = {2023},

date = {2023-09-23},

urldate = {2023-09-23},

journal = {International Journal of Combinatorial Optimization Problems and Informatics},

volume = {14},

issue = {3},

pages = {3-15},

abstract = {Cardiovascular diseases (CVD) are one of the leading

causes of mortality worldwide. In this context, the design of

accurate and efficient methods for the automated classification of

electrocardiogram (ECG) signals is essential for clinical diagnosis,

particularly in the detection of cardiac arrhythmias. The main

objective of this project is to develop an automated classification

system for cardiac arrhythmias using electrocardiogram signals. To

carry out this project, the iterative cascade methodology was used,

which allows modifications and improvements to be made in each

development iteration. The interview technique was used to collect

the project requirements, which allowed obtaining detailed and

precise information on the needs and expectations of the client.},

keywords = {CONAHCYT, ESCI},

pubstate = {published},

tppubtype = {article}

}

@article{jar231,

title = {Smart White Cane for Visually Impaired People for Hearing Recreation in Tourist Environment},

author = {Ocotlán Díaz-Parra and Juan M. Xicotencatl-Pérez and Julio C. Ramos-Fernández and Porfirio Espejel-Flores and Yadira Toledo-Navarro and Jorge A. Ruiz-Vanoye and Eric Simancas-Acevedo and Jaime Aguilar-Ortiz













},

url = {https://ijcopi.org/ojs/article/view/348},

issn = {2007-1558},

year  = {2023},

date = {2023-06-05},

urldate = {2023-06-05},

journal = {International Journal of Combinatorial Optimization Problems and Informatics},

volume = {14},

number = {2},

pages = {3-17},

abstract = {The tourist cities apply technologies to strengthen and facilitate the communication of the tourists with the sporting, cultural, scientific and other aspects of a city. Smart tourism is the innovation and the adoption of information and communication technologies in tourism. The Smart white cane gives smart tourism to Blind people. The smart white cane is a white cane for blind people supplemented with Electronic Travel Aids, Electronic Orientation Aids, and Position Locator Devices. This paper proposes a smart white cane for visually impaired people for hearing recreation in tourist environments (smart tourist white cane or Smart White Cane for Smart Tourism).},

keywords = {CONAHCYT, ESCI},

pubstate = {published},

tppubtype = {article}

}

@article{jar232,

title = {Soccer Training Scheduling Problem},

author = {Alejandro Fuentes-Penna and Jorge A. Ruiz-Vanoye and Francisco R. Trejo-Macotela and Julio C. Ramos-Fernández and Ocotlán Díaz-Parra and Juan de Dios González-Ibarra and Eric Simancas-Acevedo and Porfirio Espejel Flores













},

url = {https://ijcopi.org/ojs/article/view/349},

issn = {2007-1558},

year  = {2023},

date = {2023-06-05},

journal = {International Journal of Combinatorial Optimization Problems and Informatics},

volume = {14},

number = {2},

pages = {18–34},

abstract = {This article aims to present a new problem of planning of resources and activities related to soccer, which is a variant of the Project Scheduling Problem. Soccer projects are intended to meet the requirements and expectations of time, cost and quality of the processes of the Soccer-related activities. In this article, original and unique in the world to date, is presented the mathematical modelling based on the Project Scheduling Problem of soccer in order to make optimal use of the resources of time, money and human resources of enterprises that you take care to engage in Soccer. The CPLEX model was used to find the optimal use of resources of the Soccer Project Scheduling Problem.},

keywords = {CONAHCYT, ESCI},

pubstate = {published},

tppubtype = {article}

}

@article{jar233,

title = {Complexity on Fuzzy set and Fuzzy Logic for Air Quality},

author = {Alejandro Fuentes-Penna and Ocotlán Díaz-Parra and Juan de D. González-Ibarra and Porfirio Espejel Flores and Eric Simancas-Acevedo and Jaime Aguilar-Ortiz and Jorge A. Ruiz-Vanoye











},

url = {https://ijcopi.org/ojs/article/view/367},

issn = {2007-1558},

year  = {2023},

date = {2023-06-05},

urldate = {2023-06-05},

journal = {International Journal of Combinatorial Optimization Problems and Informatics},

volume = {14},

number = {2},

pages = {43–48},

abstract = {The Air quality measurement is reported as micrograms per cubic meter or parts per million. In this article, we proposed a survey of the complexity on Fuzzy Logic for air quality. The traditional air quality assessment is estimated using air quality indices as mean values of selected air pollutants, where the ambient environment has given limits without considering specific local conditions and synergic relations between air pollutants and other meteorological factors. Different models analyze the structure of data to find the characteristics of air quality similarities and to interpret the classification results by means of fuzzy logic.},

keywords = {CONAHCYT, ESCI},

pubstate = {published},

tppubtype = {article}

}

@article{jour20221,

title = {Editorial Comments about Safe Cities},

author = {Jorge A. Ruiz-Vanoye and Ocotlán Diaz-Parra},

url = {https://ijcopi.org/ojs/article/view/314},

issn = {2007-1558},

year  = {2022},

date = {2022-08-19},

journal = { International Journal of Combinatorial Optimization Problems and Informatics},

volume = {13},

number = {3},

pages = {1},

keywords = {CONACYT, ESCI},

pubstate = {published},

tppubtype = {article}

}

@article{2022-1cona,

title = {Smart Education and future trends},

author = {Ocotlán Díaz-Parra and Alejandro Fuentes-Penna and Ricardo A. Barrera-Cámara and Francisco R. Trejo-Macotela and Julio C. Ramos-Fernández and Jorge A. Ruiz-Vanoye and Alberto Ochoa Zezzatti and Jazmín Rodríguez-Flores},

url = {https://ijcopi.org/ojs/article/view/294},

issn = {2007-1558},

year  = {2022},

date = {2022-01-27},

journal = {International Journal of Combinatorial Optimization Problems and Informatics},

volume = {13},

number = {1},

pages = {65-74},

abstract = {Smart Education is the influence of diverse technologies (Combinatorial Optimization, Machine Learning, Big Data, data visualisation, Internet of Education Things, Learning analytics, and others) to enhance the quality of education. In other words, Smart Education is the process of optimally managing human, economic and technological resources from educational institutions and research centres. Smart Education is part of the Smart Society (a component of a Smart City). The Smart Education components are the Internet of Education Things (Wireless Sensor Networks, RFID Technology), management of the education physical, infrastructure, smart classroom, smart campus, smart learning, Learning analytics, Smart Analysis, data science, Education Impact, and Educational Policy. This paper is a guide for understanding Smart Education components by presenting a survey of the characteristics, taxonomy (Education-Hard problems and Education-Soft problems), smart education indicators, history and future trends.},

keywords = {CONACYT, ESCI},

pubstate = {published},

tppubtype = {article}

}

@article{2021-1,

title = {P versus NP problem from Formal Languages Theory View},

author = {Jorge A. Ruiz-Vanoye and Ocotlán Díaz-Parra and Francisco Rafael Trejo-Macotela and Julio Cesar Ramos-Fernández



},

url = {https://ijcopi.org/ojs/article/view/207},

issn = {2007-1558},

year  = {2021},

date = {2021-01-04},

journal = {International Journal of Combinatorial Optimization Problems and Informatics},

volume = {12},

number = {1},

pages = {1-8},

abstract = {P versus NP is an unsolved problem in mathematics and computational complexity. In this paper, we use the formal language theory to the computational complexity to analyze P versus NP problem from a new point of view. P versus NP problem is to determine whether some deterministic algorithm also accepts every language accepted by some nondeterministic algorithm in polynomial time in polynomial time. Then, we use the theory of formal languages to determine whether some deterministic algorithm also accepts every language accepted by some nondeterministic algorithm in polynomial time in polynomial time. We use different problems to display the question of P versus NP from Formal Languages Theory View.},

keywords = {CONACYT, ESCI},

pubstate = {published},

tppubtype = {article}

}

@article{jorn20201,

title = {Fuzzy infrared sensor for liquid level measurement: A multi-model approach},

author = {Óscar Alonso-Hernández and Julio C. Ramos-Fernández and Marco Antonio Márquez-Vera and Jorge A. Ruiz-Vanoye and Virgilio Lopez-Morales},

url = {https://doi.org/10.1016/j.flowmeasinst.2020.101696},

issn = {0955-5986},

year  = {2020},

date = {2020-02-02},

journal = {Flow Measurement and Instrumentation},

volume = {72},

abstract = {The measurement of fuel level is critical in the automotive industry, incorrect fuel level approximations cause problems in the work area because of vehicle displacement and autonomy. The present work describes the design, simulation and development of a fuel consumption approximation system for the measurement and estimation of the fuel volume level of in a non-uniform tank. Obtaining experimental data is critical to perform fuzzy identification and fuzzy modeling, different experiments were performed varying the number of membership functions. The efficiency obtained in each

experiment is compared with the obtained with fuzzy logic. It is concluded that a model with five fuzzy sets has a higher precision than by using two sets in the fuzzy partition. For the case of study, the fuzzy system had an error of

35 milliliters in a tank of 8000 milliliters.},

keywords = {Papers in the Science Citation Index Expanded},

pubstate = {published},

tppubtype = {article}

}

@article{jo20201,

title = {Editorial for Volume 11 Number 2: Electric School Bus Routing Problem for Smart Cities},

author = { Ocotlán Díaz-Parra and Jorge A. Ruiz-Vanoye and Alejandro Fuentes-Penna and Alberto Ochoa Zezzatti and Ernesto Cruz-Hernández and Salma Estrada-García and Antonio Alvarado-Pérez},

url = {https://ijcopi.org/index.php/ojs/article/view/167/124},

issn = {2007-1558},

year  = {2020},

date = {2020-01-02},

journal = {International Journal of Combinatorial Optimization Problems and Informatics},

volume = {11},

number = {2},

pages = {1-8},

abstract = {The use of electric vehicles (cars, motorcycles, scooters, trucks, buses) in the cities is an essential component so that cities can be considered smart cities. In this paper, we propose a mathematical model for the Electric School Bus Routing Problem which aims to minimise costs and optimise transportation times and cost of the students. We propose a Genetic Algorithm with a pre-Selection Operator, Tournament Selection Operator, Crossover-K Operator, and Mutation-S Operator to solve the Electric School Bus Routing Problem (SBRP).},

keywords = {CONACYT, ESCI},

pubstate = {published},

tppubtype = {article}

}

@article{JESCI2019,

title = { Evaluador inteligente de daño fenológico en la planta de trigo},

author = { Silvia S. Moreno-Gutiérrez and Alfredo Toriz-Palacios and Sócrates López-Pérez and Jorge A. Ruiz-Vanoye},

url = {https://doi.org/10.30878/ces.v26n3a7 },

doi = {10.30878/ces.v26n3a7},

issn = {2395-8782},

year  = {2019},

date = {2019-11-04},

journal = {CIENCIA ergo-sum},

volume = {26},

number = {3},

pages = {1-12},

abstract = {El cambio climático en el planeta ha afectado la producción mundial de trigo. En este sentido, los pronósticos aseguran que estos cambios y efectos serán mayores conforme pase el tiempo. Considerando la importancia de este cereal como alimento de la dieta básica de los seres humanos, se propone una nueva forma de evaluación del cultivo que permita pronosticar el daño probable por etapa fenológica por medio de una red neuronal artificial entrenada con datos históricos del comportamiento climático global e impacto fenológico. Un sistema de resultados interpreta la salida y constituye la interfaz de usuario. La propuesta fue validada y mostró su capacidad de generalización alcanzando alta precisión de 84%, por lo que se considera adecuada.},

keywords = {CONACYT, ESCI},

pubstate = {published},

tppubtype = {article}

}

@article{jr18,

title = {Editorial for Volume 10 Number 1: Review of heuristic algorithms applied to the solution problem of land transportation of perishable products},

author = {Evangelina Lezama-León and Myrna Lezama-León and Jorge A. Ruiz-Vanoye and Ocotlán Díaz-Parra and Ricardo A. Barrera-Cámara and Alejandro Fuentes-Penna},

url = {https://ijcopi.org/index.php/ojs/article/view/110},

issn = {2007-1558},

year  = {2019},

date = {2019-08-05},

journal = {International Journal of Combinatorial Optimization Problems and Informatics},

volume = {10},

number = {1},

pages = {1-5},

keywords = {CONACYT, ESCI},

pubstate = {published},

tppubtype = {article}

}

@article{jr25,

title = {Editorial for Volume 10 Number 2: Surveying the Transportation of the E-Waste },

author = {Ocotlán Díaz-Parra and Alejandro Fuentes-Penna and Evangelina Lezama-León and Myrna Lezama-León and Miguel A. Ruiz-Jaimes and Ricardo A. Barrera-Cámara and Jorge A. Ruiz-Vanoye },

url = {https://ijcopi.org/index.php/ojs/article/view/117/101},

issn = {2007-1558},

year  = {2019},

date = {2019-05-10},

journal = {International Journal of Combinatorial Optimization Problems and Informatics},

volume = {10},

number = {2},

pages = {1-7},

keywords = {CONACYT, ESCI},

pubstate = {published},

tppubtype = {article}

}

@article{jr190319,

title = {Business processes in technology and information services},

author = {Ricardo A. Barrera-Cámara and Ana Canepa-Sáenz and Judith del C. Santiago-Pérez and Veronica Barrientos-Vera and Jorge A. Ruiz-Vanoye and Ocotlán Díaz-Parra},

url = {https://revistas.urosario.edu.co/index.php/empresa/article/view/6639/7275},

issn = {0124-4639},

year  = {2019},

date = {2019-03-22},

journal = {Universidad & Empresa},

volume = {21},

number = {37},

pages = {204-227},

abstract = {In this work, we defned and simulated the processes in an information technology services company with the purpose of enhancing attention and functions defned for each of them. We analyzed several works related to the

business management process and simulation. For model development, we designed a methodology based on business process management. For modeling and simulating the procedures and activities, we used a software

tool establishing times and number of possible instances to be performed. The software allowed adapting these times and processes to a desired level of performance. Resulting processes contribute to adequately and time

effciently perform business activities to provide a higher quality service.},

keywords = {ESCI},

pubstate = {published},

tppubtype = {article}

}

@article{jr19,

title = {Editorial for Volume 10 Number 3: Can Machines Play Musical Instruments? },

author = {Jorge A. Ruiz-Vanoye and Ricardo A. Barrera-Cámara and Ocotlán Díaz-Parra and Alejandro Fuentes-Penna and Ricardo A. Barrera-Cámara and Miguel A. Ruiz-Jaimes and Joaquín Pérez-Ortega },

url = {https://ijcopi.org/index.php/ojs/article/view/125},

issn = {2007-1558},

year  = {2019},

date = {2019-03-16},

journal = {International Journal of Combinatorial Optimization Problems and Informatics},

volume = {10},

number = {3},

pages = {1-6},

abstract = {The robots are designed to help with difficult tasks for the human being, currently carried out activities that were a main feature of the human how to perform surgeries, injections, run musical instruments among others. This paper aims to highlight the Musical Artificial Intelligent and the history of the Musicians Robots.},

keywords = {CONACYT, ESCI},

pubstate = {published},

tppubtype = {article}

}

@article{journ20181229,

title = {Modelos de Tecnologías del Big Data Analytics y su aplicación en Salud},

author = {Gustavo Verduzco-Reyes and Ernesto F. Bautista-Thompson and Jorge A. Ruiz-Vanoye and Alejandro Fuentes-Penna},

url = {http://www.itcelaya.edu.mx/ojs/index.php/pistas/article/view/1174/1034},

issn = {2448-847X},

year  = {2018},

date = {2018-04-02},

journal = {Pistas Educativas},

volume = {39},

number = {128},

pages = {1583-1599},

keywords = {Big-Data},

pubstate = {published},

tppubtype = {article}

}

@article{CONA22,

title = {Editorial for Volume 9 Number 3: Models, Resources and Activities of Project Scheduling Problems},

author = {Jorge A. Ruiz-Vanoye and Alejandro Fuentes-Penna and Ocotlán Díaz-Parra and Ricardo A. Barrera-Cámara and Myrna Lezama-León and Evangelina Lezama-León},

url = {https://www.researchgate.net/publication/323663022_Editorial_for_Volume_9_Number_3_Models_Resources_and_Activities_of_Project_Scheduling_Problems},

issn = {2007-1558},

year  = {2018},

date = {2018-03-09},

journal = {International Journal of Combinatorial Optimization Problems and Informatics},

volume = {9},

number = {3},

pages = {1-17},

abstract = {The Project Scheduling Problem (PSP) is a generic name given to a whole class of problems in which the best form, time, resources and costs for project scheduling are necessary. The PSP is an application area related to the project management. This paper aims at being a guide to understand PSP by presenting a survey of the general parameters of PSP: the Resources (those elements that realize the activities of a project), and the Activities (set of operations or own tasks of a person or organization); the mathematical models of the main variants of PSP and the algorithms used to solve the variants of the PSP. The project scheduling is an important task in project management. This paper contains mathematical models, resources, activities, and algorithms of project scheduling problems. The project scheduling problem has attracted researchers of the automotive industry, steel manufacturer, medical research, pharmaceutical research, telecommunication, industry, aviation industry, development of the software, manufacturing management, innovation and technology management, construction industry, government project management, financial services, machine scheduling, transportation management, and others. The project managers need to finish a project with the minimum cost and the maximum quality.},

keywords = {CONACYT, ESCI},

pubstate = {published},

tppubtype = {article}

}

@article{oj18,

title = {A-means: improving the cluster assignment phase of k-means for Big Data },

author = { Joaquín Pérez-Ortega and Nelva Nely Almanza-Ortega and Jorge A. Ruiz-Vanoye and Rodolfo A. Pazos R. and Socorro Sáenz-Sánchez and José María Rodríguez-Lelis and Alicia Martínez-Rebollar },

url = {https://ijcopi.org/index.php/ojs/article/view/91},

issn = {2007-1558},

year  = {2018},

date = {2018-02-23},

journal = {International Journal of Combinatorial Optimization Problems and Informatics},

volume = {9},

number = {2},

pages = {3-10},

abstract = {This paper proposes a new criterion for reducing the processing time of the assignment of data points to clusters for algorithms of the k-means family, when they are applied to instances where the number n of points is large. Our criterion allows a point to be classified in an early stage, excluding it from distance calculations to cluster centroids in subsequent iterations. The proposed criterion uses knowledge of the distance of a point to its two closest centroids and their shifts in the last two iterations. By computer experimentation using synthetic and real instances, we found that this criterion reduces execution time to approximately 2/100 of the time by k-means and generates solutions whose quality is approximately reduced by less than 3%. These findings suggest the usefulness of our criterion for problems like those found in Big Data. The NP-hardness of k-means motivates the use of this heuristics.},

keywords = {CONACYT, ESCI},

pubstate = {published},

tppubtype = {article}

}

@article{JCR1,

title = {Surveying the Optimization Problems of the Water Distribution Networks},

author = {Jorge A. Ruiz-Vanoye and Ricardo A. Barrera-Cámara and Ocotlán Díaz-Parra and Alejandro Fuentes-Penna and Beatriz Bernabe-Loranca and Joaquín Pérez-Ortega and Ana Canepa-Saenz and Judith del C. Santiago-Pérez},

doi = {10.15244/pjoes/76502},

issn = {1230-1485},

year  = {2018},

date = {2018-02-16},

journal = {Polish Journal of Environmental Studies},

volume = {27},

number = {4},

pages = {1-8},

abstract = {This paper aims at being a guide to understanding the different types of optimization problems of the Water Distribution Network by presenting a survey of mathematical models and algorithms used to solve the variants of the Water Distribution Networks. Some problems are Water Resource Planning, Water Quality Management, Water Supply Networks, Water Distribution Systems, Water Flow and Chemical Transport and Water Distribution Network. Optimize resources to transport water is an issue of global interest, it is important to minimize the costs of construction of pipeline to supply water, repair costs, and the water transportation.},

keywords = {Papers in the Science Citation Index Expanded, Water Distribution Networks},

pubstate = {published},

tppubtype = {article}

}

@article{journ20181,

title = {Sustainable and technological strategies for basic cereal crops in the face of climate change: A literature review},

author = {Silvia S. Moreno-Gutiérrez and Alfredo Toriz-Palacios and Jorge A. Ruiz-Vanoye and Sócrates López-Pérez},

issn = {1991- 637X},

year  = {2018},

date = {2018-02-01},

journal = {African journal of agricultural research},

volume = {13},

number = {5},

pages = {220-227},

keywords = {papers},

pubstate = {published},

tppubtype = {article}

}

@article{jrnal201911,

title = { Editorial for Volume 9 Number 1: Eye Tracking Interfaces },

author = {Jorge A. Ruiz-Vanoye and Ocotlán Díaz-Parra and Alejandro Fuentes-Penna and Miguel A. Ruiz-Jaimes and Yadira Toledo-Navarro},

url = {https://ijcopi.org/index.php/ojs/article/view/73/66},

issn = {2007-1558},

year  = {2018},

date = {2018-01-30},

journal = {International Journal of Combinatorial Optimization Problems and Informatics},

volume = {9},

number = {1},

pages = {1-2},

keywords = {ESCI},

pubstate = {published},

tppubtype = {article}

}