Table of Contents

• Database Performance Tuning and Query OptimizationSadhana J. Kamatkar, Ajit Kamble, Amelec Viloria, Lissette Hernández-Fernández, Ernesto García Calí. 3-11 [doi]
• Profiling Analysis of 10 Years of Rare Disease Research Using Scientific LiteratureHongmei Guo, Na Hong, Zhesi Shen, Wenfei Duan, Zhixiong Zhang. 12-22 [doi]
• Bibliometric Analysis of Social Innovation and Complexity (Databases Scopus and Dialnet 2007-2017)Mercedes Gaitán-Angulo, Jenny Cubillos Díaz, Amelec Viloria, Jenny-Paola Lis-Gutiérrez, Paula-Alejandra Rodríguez-Garnica. 23-30 [doi]
• Methodology for the Reduction and Integration of Data in the Performance Measurement of Industries Cement PlantsNoel Varela Izquierdo, Henrry Ricardo Cabrera, Guillermo Lopez Carvajal, Amelec Viloria, Mercedes Gaitán-Angulo, Maury-Ardila Henry. 33-42 [doi]
• Models of Multivariate Regression for Labor Accidents in Different Production Sectors: Comparative StudyOmar Bonerge Pineda Lezama, Noel Varela Izquierdo, Damayse Pérez Fernández, Rafael Luciano Gómez Dorta, Amelec Viloria, Ligia Romero Marín. 43-52 [doi]
• Label Propagation Algorithm Based on Adaptive H IndexXiaoxiang Zhu, ZhengYou Xia. 53-64 [doi]
• A Comparative Study Between Feature Selection AlgorithmsVíctor Hugo Medina García, Jorge Rodriguez Rodriguez, Miguel Angel Ospina Usaquén. 65-76 [doi]
• Human Occupation as a Complex SystemYury Arenis Olarte Arias, Manuel-Ignacio Balaguera, Mercedes Gaitán-Angulo, Jenny-Paola Lis-Gutiérrez, Amelec Viloria, Ana Hernández-Chacín. 77-86 [doi]
• A Comparative Study of Network Embedding Based on Matrix FactorizationXin Liu, Kyoung-Sook Kim. 89-101 [doi]
• Explainable Matrix Factorization with Constraints on Neighborhood in the Latent SpaceShuo Wang, Hui Tian, Xuzhen Zhu, Zhipeng Wu. 102-113 [doi]
• Optimization Matrix Factorization Recommendation Algorithm Based on Rating CentralityZhipeng Wu, Hui Tian, Xuzhen Zhu, Shuo Wang. 114-125 [doi]
• An Entropy-Based Similarity Measure for Collaborative FilteringSoojung Lee. 129-137 [doi]
• Three-Segment Similarity Measure Model for Collaborative FilteringFangyi Hu. 138-148 [doi]
• Factor Analysis of the Psychosocial Risk Assessment InstrumentNunziatina Bucci, Marisabel Luna, Amelec Viloria, Judith Hernández García, Alexander Parody, Noel Varela, Luz A. Borrero López. 149-158 [doi]
• Combination of Case-Based Reasoning and Data Mining Through Integration with the Domain OntologyTatiana Avdeenko, Ekaterina Makarova, Samal Begenova. 159-167 [doi]
• Hierarchical Ascending Classification: An Application to Contraband Apprehensions in Colombia (2015-2016)Jenny-Paola Lis-Gutiérrez, Harry Ernesto Reyna-Niño, Mercedes Gaitán-Angulo, Amelec Viloria, Jairo-Enrique Santander-Abril. 168-178 [doi]
• Dynamics of the Air Passenger Transportation Market in Colombia (2016)Jenny-Paola Lis-Gutiérrez, Jessica Paola Muñoz Segura, Mercedes Gaitán-Angulo, Linda Carolina Henao, Amelec Viloria, Luz Elena Malagón, Doris Aguilera-Hernández. 179-187 [doi]
• Analysis of Patterns in the University World Rankings Webometrics, Shanghai, QS and SIR-SCimago: Case Latin AmericaMaritza Torres-Samuel, Carmen Luisa Vásquez, Amelec Viloria, Noel Varela, Lissette Hernández-Fernández, Rafael Portillo-Medina. 188-199 [doi]
• Image Processing Pipeline for Web-Based Real-Time 3D Visualization of Teravoxel VolumesAkanksha Ashwini, Jaerock Kwon. 203-212 [doi]
• Big Data Visualization of the Alcohol Expenses in TaiwanChien-Wen Shen, Thai Ha Luong, Li-An Chien, Jung-tsung Ho. 213-222 [doi]
• Visibility of Research in Universities: The Triad Product-Researcher-Institution. Case: Latin American CountriesCarmen Vásquez, Maritza Torres-Samuel, Amelec Viloria, Tito Crissien Borrero, Noel Varela, Jenny-Paola Lis-Gutiérrez, Mercedes Gaitán-Angulo. 225-234 [doi]
• Efficiency Analysis of the Visibility of Latin American Universities and Their Impact on the Ranking WebMaritza Torres-Samuel, Carmen Vásquez, Amelec Viloria, Tito Crissien Borrero, Noel Varela, Danelys Cabrera, Mercedes Gaitán-Angulo, Jenny-Paola Lis-Gutiérrez. 235-243 [doi]
• Concentrations and Size Distributions of Fungal Bioaerosols in a Municipal LandfillW. B. Morgado Gamero, M. Castillo Ramírez, Alexander Parody, Amelec Viloria, Milton Henrique Arrieta López, Sadhana J. Kamatkar. 244-253 [doi]
• Web Visibility Profiles of Top100 Latin American UniversitiesMaritza Torres-Samuel, Carmen Vásquez, Amelec Viloria, Jenny-Paola Lis-Gutiérrez, Tito Crissien Borrero, Noel Varela. 254-262 [doi]
• Multiple Kernel Shadowed Clustering in Approximated Feature SpaceYin-Ping Zhao, Long Chen, C. L. Philip Chen. 265-275 [doi]
• Cluster of the Latin American Universities Top100 According to Webometrics 2017Carmen Vásquez, Maritza Torres-Samuel, Amelec Viloria, Jenny-Paola Lis-Gutiérrez, Tito Crissien Borrero, Noel Varela, Danelys Cabrera. 276-283 [doi]
• Data Mining Using Clustering Techniques as Leprosy Epidemiology Analyzing ModelYgor Eugenio Dutra da Silva, Claudio Guedes Salgado, Valney Mara Gomes Conde, Guilherme Augusto Barros Conde. 284-293 [doi]
• Electronic and Traditional Savings Accounts in Colombia: A Spatial Agglomeration ModelJenny-Paola Lis-Gutiérrez, Mercedes Gaitán-Angulo, Melissa Lis-Gutiérrez, Amelec Viloria, Jenny Cubillos, Paula-Alejandra Rodríguez-Garnica. 294-303 [doi]
• Determination of Dimensionality of the Psychosocial Risk Assessment of Internal, Individual, Double Presence and External Factors in Work EnvironmentsAmelec Viloria, Nunziatina Bucci, Marisabel Luna, Jenny-Paola Lis-Gutiérrez, Alexander Parody, Darwin Eliecer Solano Bent, Luz A. Borrero López. 304-313 [doi]
• A Novel SPITters Detection Approach with Unsupervised Density-Based ClusteringJianzhong Zhang, Jingjing Wang, Yu Zhang, Jingdong Xu, Huan Wu. 314-324 [doi]
• An Improved PSO-Based Clustering Algorithm Inspired by Tissue-Like P SystemTong Gao, Xiyu Liu, Lin Wang. 325-335 [doi]
• Prediction and Learning Analysis Using Ensemble Classifier Based on GA in SPOC ExperimentsJia-Lian Li, Shu-Tong Xie, Jun-Neng Wang, Yu-Qing Lin, Qiong Chen. 339-348 [doi]
• Influence of the Management of the Innovation in the Business Performance of the Family Business: Application to the Printing Sector in ColombiaMercedes Gaitán-Angulo, Amelec Viloria, Jenny-Paola Lis-Gutiérrez, Dionicio Neira, Enrrique López, Ernesto Joaquín Steffens Sanabria, Claudia Patricia Fernández Castro. 349-359 [doi]
• Prevention of Disasters Supported on the Internet of Things and Early Warning SystemsJimena Peña Muñoz, Roberto Ferro Escobar. 360-370 [doi]
• Relation Classification via BiLSTM-CNNLei Zhang, Fusheng Xiang. 373-382 [doi]
• A Transfer Learning Based Hierarchical Attention Neural Network for Sentiment ClassificationZhaowei Qu, Yuan Wang, Xiaoru Wang, Shuqiang Zheng. 383-392 [doi]
• A Generic Model Based on Multiple Domains for Sentiment ClassificationZhaowei Qu, Yanjiao Zhao, Xiaoru Wang, Chunye Wu. 393-403 [doi]
• Identification of Sentiment Labels Based on Self-trainingZhaowei Qu, Chunye Wu, Xiaoru Wang, Yanjiao Zhao. 404-413 [doi]
• A Self-training Method for Detection of Phishing WebsitesXue-peng Jia, Xiao-feng Rong. 414-425 [doi]
• Application of Data Mining for Behavior Pattern Recognition in TelecommunicationXingshen Wu, Yu Zhao, Qiang Gu, Li Gao. 426-433 [doi]
• Application of Classification Technique of Data Mining for Employee Management SystemSadhana J. Kamatkar, Amarapali Tayade, Amelec Viloria, Ana Hernández-Chacín. 434-444 [doi]
• A Rule-Based System to Classify Scheduling Problems and Solution Techniques for Service SystemsEduyn López-Santana, Germán Méndez-Giraldo, José Ignacio Rodríguez Molano. 445-455 [doi]
• Expert Finding in CQA Based on Topic Professional Level ModelShuaiyang Wang, Di Jiang, Lei Su, Zhengyu Fan, Xi Liu. 459-465 [doi]
• Mining High Utility Sequential Patterns Using Maximal Remaining UtilityWei Song, Keke Rong. 466-477 [doi]
• Stance Detection on Microblog Focusing on Syntactic Tree RepresentationUmme Aymun Siddiqua, Abu Nowshed Chy, Masaki Aono. 478-490 [doi]
• Determinants of the Impact Factor of Publications: A Panel Model for Journals Indexed in Scopus 2017Jenny-Paola Lis-Gutiérrez, Carolina Henao, Álvaro Zerda, Mercedes Gaitán, Juan Carlos Correa, Amelec Viloria. 491-499 [doi]
• Multi-question Negative SurveysHao Jiang, Wenjiang Luo. 503-512 [doi]
• Company Family, Innovation and Colombian Graphic Industry: A Bayesian Estimation of a Logistical ModelMercedes Gaitán-Angulo, Jairo-Enrique Santander-Abril, Amelec Viloria, Julio Mojica Herazo, Pedro Hernández Malpica, Jairo Luis Martínez Ventura, Lissette Hernández-Fernández. 513-522 [doi]
• Formulation of Strategies for Efficient Cadastral ManagementRamón Vargas, Maritza Torres-Samuel, Marisabel Luna, Amelec Viloria, Omar Sandoval Fernández. 523-532 [doi]
• Knowledge Management Model to Support Software DevelopmentVíctor Hugo Medina García, Edwin Rivas Trujillo, José Ignacio Rodríguez Molano. 533-543 [doi]
• A Deep Point-of-Interest Recommendation System in Location-Based Social NetworksYuehua Wang, Zhinong Zhong, Anran Yang, Ning Jing. 547-554 [doi]
• Public Opinion Toward Social Business from a Social Media PerspectiveChien-Wen Shen, Jung-tsung Ho. 555-562 [doi]
• Research on the Factors Influencing Users' Adoption Intention of E-commerce Recommendation SystemXiaobing Gan, Yanmin Jiao, Lei Liu, Yanhua Zhang. 563-574 [doi]
• An Energy-Aware Routing Protocol with Small Overhead for Wireless Sensor NetworksYadong Yu, Jun Liu. 575-581 [doi]
• Bibliometric Analysis of the Deep Learning Research Status with the Data from Web of ScienceMeixin Mao, Zili Li 0005, Zhao Zhao, Li Zeng. 585-595 [doi]
• A Data-Driven Path Planner for Small Autonomous Robots Using Deep Regression ModelsFredy Martínez, Angelica Rendón, Mario Arbulú. 596-603 [doi]
• Design Tool of Deep Convolutional Neural Network for Visual InspectionFusaomi Nagata, Kenta Tokuno, Akimasa Otsuka, Takeshi Ikeda, Hiroaki Ochi, Hisami Tamano, Hitoshi Nakamura, Keigo Watanabe, Maki K. Habib. 604-613 [doi]
• Deep Stock Ranker: A LSTM Neural Network Model for Stock SelectionXiaolin Zhang, Ying Tan. 614-623 [doi]
• Big Data: An Exploration Toward the Improve of the Academic Performance in Higher EducationLeonardo Emiro Contreras Bravo, Giovanny Mauricio Tarazona Bermudez, José Ignacio Rodríguez Molano. 627-637 [doi]
• Processing Missing Information in Big Data EnvironmentYuxin Chen, Shun Li, Jiahui Yao. 638-648 [doi]
• Big Data Tools for Smart CitiesJosé Ignacio Rodríguez Molano, Leonardo Emiro Contreras Bravo, Eduyn Ramiro López-Santana. 649-658 [doi]
• Big Data and Blockchain Basis for Operating a New Archetype of Supply ChainMaría Alejandra Rubio, Giovanny Mauricio Tarazona, Leonardo Emiro Contreras Bravo. 659-669 [doi]
• Methodology for the Design of a Student Pattern Recognition Tool to Facilitate the Teaching - Learning Process Through Knowledge Data Discovery (Big Data)Amelec Viloria, Jenny-Paola Lis-Gutiérrez, Mercedes Gaitán-Angulo, Abel Ramiro Meza Godoy, Gloria Cecilia Moreno, Sadhana J. Kamatkar. 670-679 [doi]
• Model for the Incorporation of Big Data in Knowledge Management Oriented to Industry 4.0Lizeth Juliana Arenas Cárdenas, Whitney Fernanda Tenjo Ramírez, José Ignacio Rodríguez Molano. 683-693 [doi]
• Architecture Proposal for the Information Management in the Generation of Energy in Industry 4.0Jorge Andrés Sánchez Naranjo, José Ignacio Rodríguez Molano, Karen Tatiana González Rojas. 694-703 [doi]
• Impact of Implementing Industry 4.0 in Colombia's Supply ChainsJosé Ignacio Rodríguez Molano, Stephanie Johanna García Moncada, Karol Daniela León Parra. 704-713 [doi]
• Research on the Calculation of Urban Transport Carbon Dioxide Emissions: A Case Study of Guangzhou CityHaixia Zhang, Wen-Yuan Liao. 717-728 [doi]
• Application of an Experimental Design of D-Optimum Mixing Based on Restrictions for the Optimization of the Pre-painted Steel Line of a Steel Producer and Marketing CompanyAlexander Parody, Amelec Viloria, Jenny-Paola Lis, Luz Elena Malagón, Ernesto García Calí, Hugo Hernández Palma. 729-738 [doi]
• Application of a Central Design Composed of Surface of Response for the Determination of the Flatness in the Steel Sheets of a Colombian SteelAlexander Parody, Amelec Viloria, Mercedes Gaitán, Luz Elena Malagón, Maury-Ardila Henry, Hugo Hernández Palma, Ligia M. Castro Barrios. 739-747 [doi]
• Effect of Vitamin A, Zinc and Multivitamin Supplementation on the Nutritional Status and Retinol Serum Values in School-Age ChildrenCarmen Carrero, Jorymar Leal, Pablo Ortega, Alexander Parody, Marilyn Montilla, Leandro Sierra, Amelec Viloria, Tito Crissien Borrero, Noel Varela. 748-758 [doi]
• Conglomerates of Latin American Countries and Public Policies for the Sustainable Development of the Electric Power Generation SectorLeadina Sánchez, Carmen Vásquez, Amelec Viloria, Cmeza-estrada. 759-766 [doi]
• Co-creation Model in Small and Medium Businesses: Case Study of the Colombian Dairy SectorAlexandra Rodríguez Chala, Giovanny Mauricio Tarazona Bermudez, José Ignacio Rodríguez Molano. 767-776 [doi]
• Greenhouse Gases Emissions and Electric Power Generation in Latin American Countries in the Period 2006-2013Leadina Sánchez, Carmen Vásquez, Amelec Viloria, Lizeth Rodríguez Potes. 777-785 [doi]
• Use of the Industrial Property System for New Creations in Colombia: A Departmental Analysis (2000-2016)Jenny-Paola Lis-Gutiérrez, Melissa Lis-Gutiérrez, Mercedes Gaitán-Angulo, Manuel-Ignacio Balaguera, Amelec Viloria, Jairo-Enrique Santander-Abril. 786-796 [doi]