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3rd DMBD 2018: Shanghai, China
- Ying Tan, Yuhui Shi, Qirong Tang:
Data Mining and Big Data - Third International Conference, DMBD 2018, Shanghai, China, June 17-22, 2018, Proceedings. Lecture Notes in Computer Science 10943, Springer 2018, ISBN 978-3-319-93802-8
Database
- Sadhana J. Kamatkar, Ajit Kamble, Amelec Viloria, Lissette Hernández-Fernández
, Ernesto García Calí
Database Performance Tuning and Query Optimization. 3-11 - Hongmei Guo, Na Hong, Zhesi Shen
Profiling Analysis of 10 Years of Rare Disease Research Using Scientific Literature. 12-22 - Mercedes Gaitán-Angulo
Bibliometric Analysis of Social Innovation and Complexity (Databases Scopus and Dialnet 2007-2017). 23-30
Data Preprocessing
- Noel Varela Izquierdo
Methodology for the Reduction and Integration of Data in the Performance Measurement of Industries Cement Plants. 33-42 - Omar Bonerge Pineda Lezama, Noel Varela Izquierdo
Models of Multivariate Regression for Labor Accidents in Different Production Sectors: Comparative Study. 43-52 - Xiaoxiang Zhu, Zhengyou Xia:
Label Propagation Algorithm Based on Adaptive H Index. 53-64 - Víctor Hugo Medina García, Jorge Rodriguez Rodriguez, Miguel Angel Ospina Usaquén
A Comparative Study Between Feature Selection Algorithms. 65-76 - Yury Arenis Olarte Arias, Manuel-Ignacio Balaguera, Mercedes Gaitán-Angulo, Jenny-Paola Lis-Gutiérrez
Human Occupation as a Complex System. 77-86
Matrix Factorization
- Xin Liu, Kyoung-Sook Kim
A Comparative Study of Network Embedding Based on Matrix Factorization. 89-101 - Shuo Wang, Hui Tian, Xuzhen Zhu
Explainable Matrix Factorization with Constraints on Neighborhood in the Latent Space. 102-113 - Zhipeng Wu, Hui Tian, Xuzhen Zhu
Optimization Matrix Factorization Recommendation Algorithm Based on Rating Centrality. 114-125
Data Analysis
- Soojung Lee:
An Entropy-Based Similarity Measure for Collaborative Filtering. 129-137 - Fangyi Hu:
Three-Segment Similarity Measure Model for Collaborative Filtering. 138-148 - Nunziatina Bucci, Marisabel Luna, Amelec Viloria, Judith Hernández García, Alexander Parody
Factor Analysis of the Psychosocial Risk Assessment Instrument. 149-158 - Tatiana V. Avdeenko
Combination of Case-Based Reasoning and Data Mining Through Integration with the Domain Ontology. 159-167 - Jenny-Paola Lis-Gutiérrez
Hierarchical Ascending Classification: An Application to Contraband Apprehensions in Colombia (2015-2016). 168-178 - Jenny-Paola Lis-Gutiérrez
Dynamics of the Air Passenger Transportation Market in Colombia (2016). 179-187 - Maritza Torres-Samuel
Analysis of Patterns in the University World Rankings Webometrics, Shanghai, QS and SIR-SCimago: Case Latin America. 188-199
Visualization
- Akanksha Ashwini, Jaerock Kwon
Image Processing Pipeline for Web-Based Real-Time 3D Visualization of Teravoxel Volumes. 203-212 - Chien-wen Shen, Thai Ha Luong
Big Data Visualization of the Alcohol Expenses in Taiwan. 213-222
Visibility Analysis
- Carmen Vásquez, Maritza Torres-Samuel
Visibility of Research in Universities: The Triad Product-Researcher-Institution. Case: Latin American Countries. 225-234 - Maritza Torres-Samuel
Efficiency Analysis of the Visibility of Latin American Universities and Their Impact on the Ranking Web. 235-243 - W. B. Morgado Gamero, M. Castillo Ramírez, Alexander Parody
Concentrations and Size Distributions of Fungal Bioaerosols in a Municipal Landfill. 244-253 - Maritza Torres-Samuel
Web Visibility Profiles of Top100 Latin American Universities. 254-262
Clustering
- Yin-Ping Zhao
Multiple Kernel Shadowed Clustering in Approximated Feature Space. 265-275 - Carmen Vásquez, Maritza Torres-Samuel
Cluster of the Latin American Universities Top100 According to Webometrics 2017. 276-283 - Ygor Eugênio Dutra da Silva, Cláudio Guedes Salgado, Valney Mara Gomes Conde, Guilherme Augusto Barros Conde:
Data Mining Using Clustering Techniques as Leprosy Epidemiology Analyzing Model. 284-293 - Jenny-Paola Lis-Gutiérrez
Electronic and Traditional Savings Accounts in Colombia: A Spatial Agglomeration Model. 294-303 - Amelec Viloria, Nunziatina Bucci, Marisabel Luna, Jenny-Paola Lis-Gutiérrez
Determination of Dimensionality of the Psychosocial Risk Assessment of Internal, Individual, Double Presence and External Factors in Work Environments. 304-313 - Jianzhong Zhang, Jingjing Wang, Yu Zhang, Jingdong Xu, Huan Wu:
A Novel SPITters Detection Approach with Unsupervised Density-Based Clustering. 314-324 - Tong Gao
An Improved PSO-Based Clustering Algorithm Inspired by Tissue-Like P System. 325-335
Prediction
- Jia-Lian Li, Shu-Tong Xie, Jun-Neng Wang, Yu-Qing Lin, Qiong Chen:
Prediction and Learning Analysis Using Ensemble Classifier Based on GA in SPOC Experiments. 339-348 - Mercedes Gaitán-Angulo, Amelec Viloria, Jenny-Paola Lis-Gutiérrez
Influence of the Management of the Innovation in the Business Performance of the Family Business: Application to the Printing Sector in Colombia. 349-359 - Jimena Peña Muñoz, Roberto Ferro Escobar:
Prevention of Disasters Supported on the Internet of Things and Early Warning Systems. 360-370
Classification
- Lei Zhang, Fusheng Xiang:
Relation Classification via BiLSTM-CNN. 373-382 - Zhaowei Qu, Yuan Wang, Xiaoru Wang, Shuqiang Zheng:
A Transfer Learning Based Hierarchical Attention Neural Network for Sentiment Classification. 383-392 - Zhaowei Qu, Yanjiao Zhao, Xiaoru Wang, Chunye Wu:
A Generic Model Based on Multiple Domains for Sentiment Classification. 393-403 - Zhaowei Qu, Chunye Wu, Xiaoru Wang, Yanjiao Zhao:
Identification of Sentiment Labels Based on Self-training. 404-413 - Xue-peng Jia, Xiao-feng Rong:
A Self-training Method for Detection of Phishing Websites. 414-425 - Xingshen Wu, Yu Zhao, Qiang Gu, Li Gao:
Application of Data Mining for Behavior Pattern Recognition in Telecommunication. 426-433 - Sadhana J. Kamatkar, Amarapali Tayade, Amelec Viloria, Ana Hernández-Chacín:
Application of Classification Technique of Data Mining for Employee Management System. 434-444 - Eduyn López-Santana
A Rule-Based System to Classify Scheduling Problems and Solution Techniques for Service Systems. 445-455
Pattern Discovery
- Shuaiyang Wang, Di Jiang, Lei Su, Zhengyu Fan, Xi Liu:
Expert Finding in CQA Based on Topic Professional Level Model. 459-465 - Wei Song
Mining High Utility Sequential Patterns Using Maximal Remaining Utility. 466-477 - Umme Aymun Siddiqua, Abu Nowshed Chy
Stance Detection on Microblog Focusing on Syntactic Tree Representation. 478-490 - Jenny-Paola Lis-Gutiérrez
Determinants of the Impact Factor of Publications: A Panel Model for Journals Indexed in Scopus 2017. 491-499
Text Mining and Knowledge Management
- Hao Jiang, Wenjiang Luo:
Multi-question Negative Surveys. 503-512 - Mercedes Gaitán-Angulo, Jairo Enrique Santander Abril, Amelec Viloria, Julio Mojica Herazo, Pedro Hernández Malpica, Jairo Luis Martínez Ventura, Lissette Hernández-Fernández
Company Family, Innovation and Colombian Graphic Industry: A Bayesian Estimation of a Logistical Model. 513-522 - Ramón Vargas, Maritza Torres-Samuel
Formulation of Strategies for Efficient Cadastral Management. 523-532 - Víctor Hugo Medina García, Edwin Rivas Trujillo, José Ignacio Rodríguez Molano:
Knowledge Management Model to Support Software Development. 533-543
Recommendation System in Social Media
- Yuehua Wang, Zhinong Zhong, Anran Yang, Ning Jing:
A Deep Point-of-Interest Recommendation System in Location-Based Social Networks. 547-554 - Chien-Wen Shen, Jung-Tsung Ho
Public Opinion Toward Social Business from a Social Media Perspective. 555-562 - Xiaobing Gan, Yanmin Jiao, Lei Liu, Yanhua Zhang:
Research on the Factors Influencing Users' Adoption Intention of E-commerce Recommendation System. 563-574 - Yadong Yu, Jun Liu:
An Energy-Aware Routing Protocol with Small Overhead for Wireless Sensor Networks. 575-581
Deep Learning
- Meixin Mao, Zili Li, Zhao Zhao, Li Zeng:
Bibliometric Analysis of the Deep Learning Research Status with the Data from Web of Science. 585-595 - Fredy H. Martínez, Angelica Rendón
A Data-Driven Path Planner for Small Autonomous Robots Using Deep Regression Models. 596-603 - Fusaomi Nagata, Kenta Tokuno, Akimasa Otsuka, Takeshi Ikeda, Hiroaki Ochi, Hisami Tamano, Hitoshi Nakamura, Keigo Watanabe, Maki K. Habib
Design Tool of Deep Convolutional Neural Network for Visual Inspection. 604-613 - Xiaolin Zhang, Ying Tan
Deep Stock Ranker: A LSTM Neural Network Model for Stock Selection. 614-623
Big Data
- Leonardo Emiro Contreras Bravo, Giovanny Mauricio Tarazona Bermúdez, José Ignacio Rodríguez Molano:
Big Data: An Exploration Toward the Improve of the Academic Performance in Higher Education. 627-637 - Yuxin Chen, Shun Li, Jiahui Yao:
Processing Missing Information in Big Data Environment. 638-648 - José Ignacio Rodríguez Molano, Leonardo Emiro Contreras Bravo, Eduyn Ramiro López-Santana:
Big Data Tools for Smart Cities. 649-658 - María Alejandra Rubio, Giovanny Mauricio Tarazona, Leonardo Emiro Contreras Bravo:
Big Data and Blockchain Basis for Operating a New Archetype of Supply Chain. 659-669 - Amelec Viloria, Jenny-Paola Lis-Gutiérrez
Methodology for the Design of a Student Pattern Recognition Tool to Facilitate the Teaching - Learning Process Through Knowledge Data Discovery (Big Data). 670-679
Industry 4.0
- Lizeth Juliana Arenas Cárdenas, Whitney Fernanda Tenjo Ramírez, José Ignacio Rodríguez Molano:
Model for the Incorporation of Big Data in Knowledge Management Oriented to Industry 4.0. 683-693 - Jorge Andrés Sánchez Naranjo, José Ignacio Rodríguez Molano, Karen Tatiana González Rojas:
Architecture Proposal for the Information Management in the Generation of Energy in Industry 4.0. 694-703 - José Ignacio Rodríguez Molano, Stephanie Johanna García Moncada, Karol Daniela León Parra:
Impact of Implementing Industry 4.0 in Colombia's Supply Chains. 704-713
Some Practical Applications
- Haixia Zhang, Wen-Yuan Liao:
Research on the Calculation of Urban Transport Carbon Dioxide Emissions: A Case Study of Guangzhou City. 717-728 - Alexander Parody
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 Company. 729-738 - Alexander Parody
Application of a Central Design Composed of Surface of Response for the Determination of the Flatness in the Steel Sheets of a Colombian Steel. 739-747 - Carmen Carrero, Jorymar Leal, Pablo Ortega, Alexander Parody
Effect of Vitamin A, Zinc and Multivitamin Supplementation on the Nutritional Status and Retinol Serum Values in School-Age Children. 748-758 - Leadina Sánchez, Carmen Vásquez, Amelec Viloria, Cmeza-estrada:
Conglomerates of Latin American Countries and Public Policies for the Sustainable Development of the Electric Power Generation Sector. 759-766 - Alexandra Rodríguez Chala, Giovanny Mauricio Tarazona Bermúdez, José Ignacio Rodríguez Molano:
Co-creation Model in Small and Medium Businesses: Case Study of the Colombian Dairy Sector. 767-776 - Leadina Sánchez, Carmen Vásquez, Amelec Viloria, Lizeth Rodríguez Potes:
Greenhouse Gases Emissions and Electric Power Generation in Latin American Countries in the Period 2006-2013. 777-785 - Jenny-Paola Lis-Gutiérrez
Use of the Industrial Property System for New Creations in Colombia: A Departmental Analysis (2000-2016). 786-796
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