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Author International Conference on Applied Informatics (2nd : 2019 : Madrid, Spain)

Title Applied informatics : second international conference, ICAI 2019, Madrid, Spain, November 7-9, 2019 : proceedings / Hector Florez, Marcelo Leon, Jose Maria Diaz-Nafria, Simone Belli, editors
Published Cham : Springer, [2019]
©2019
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Description 1 online resource : illustrations (some color)
Series Communications in computer and information science, 1865-0929 ; 1051
Communications in computer and information science ; 1051. 1865-0929
Contents [III]. Decision systems: Algorithmic discrimination and responsibility : selected examples from the United States of America and South America / Musonda Kapatamoyo, Yalitza Therly Ramos-Gil, and Carmelo Márquez Dominiguez -- Continuous variable binning algorithm to maximize information value using genetic algorithm / Nattawut Vejkanchana and Pramote Kucharoen -- CVRPTW model for cargo collection with heterogeneous capacity-fleet / Jorge Ivan Romero-Gelvez, William Camilo Gonzales-Cogua, and Jorge Aurelio Herrera-Cuartas -- Evaluation of transfer learning techniques with convolutional neural networks (CNNs) to detect the existence of roads in high-resolution aerial imagery / Calimanut-Ionut Cira, Ramon Alcarria, Miguel-Ángel Manso-Callejo, and Francisco Serradilla -- Predicting stock prices using dynamic LSTM models / Duc Huu Dat Nguyen, Loc Phuoc Tran, and Vu Nguyen
[II]. Data analysis: Academic behavior analysis in virtual courses using a data mining approach / Dario Delgado-Quintero, Olmer Garcia-Bedoya, Diego Aranda-Lozano, Pablo Munevar-Garcia, and Cesar O. Diaz -- Analysis of usability of various geosocial network POI in tourism / Jiří Kysela -- Application of the requirements elicitation process for the construction of intelligent system-based predictive models in the education area / Cinthia Vegega, Pablo Pytel, and María Florencia Pollo-Cattaneo -- Evaluating student learning effect based on process mining / Yu Wang, Tong Li, Congkai Geng, and Yihan Wang -- Evalu@ : an agnostic web-based tool for consistent and constant evaluation used as a data gatherer for artificial intelligence implementations / Fernando Yepes-Calderon, Juan F. Yepes Zuluaga, and Gonzalo E. Yepes Calderon -- Model for resource allocation in decentralized networks using interaction nets / Joaquín F. Sánchez, Juan P. Ospina, Carlos Collazos-Morales, Henry Avendaño, Paola Ariza-Colpas, and N. Vanesa Landero -- RefDataCleaner : a usable data cleaning tool / Juan Carlos Leon-Medina and Ixent Galpin -- Study of crime status in Colombia and development of a citizen security app / Raquel E. Canon-Clavijo, Cesar O. Diaz, Olmer Garcia-Bedoya, and Holman Bolivar -- University quality measurement model based on balanced scorecard / Thalia Obredor-Baldovino, Harold Combita-Niño, Tito J. Crissien-Borrero, Emiro De-la-Hoz-Franco, Diego Beltrán, Iván Ruiz, Joaquin F. Sanchez, and Carlos Collazos-Morales
[IV]. Health care information systems: Hyperthermia study in breast cancer treatment using a new applicator / H. F. Guarnizo Mendez, M. A. Polochè Arango, J. F. Coronel Rico, and T. A. Rubiano Suazo -- Manual segmentation errors in medical imaging : proposing a reliable gold standard / Fernando Yepes-Calderon and J. Gordon McComb
[IX]. Socio-technical systems: Cultural archaeology of video games : between nostalgic discourse, gamer experience, and technological innovation / Simone Belli and Cristian López Raventós -- Effects of digital transformation in scientific collaboration : a bibliographic review / Simone Belli -- glossaLAB : co-creating interdisciplinary knowledge / José María Díaz-Nafría, Teresa Guarda, Mark Burgin, Wolfgang Hofkirchner, Rainer Zimmermann, Gerhard Chroust, and Simone Belli -- ICT and science : some characteristics of scientific networks and how they apply information technology / Simone Belli and Ernesto Ponsot -- ICTs connecting global citizens, global dialogue and global governance : a call for needful designs / Wolfgang Hofkirchner, José María Díaz-Nafría, Peter Crowley, Wilfried Graf, Gudrun Kramer, Hans-Jörg Kreowski, and Werner Wintersteiner -- Introduction to the mathematical theory of knowledge conceptualization : conceptual systems and structures / Mark Burgin and José María Díaz-Nafría
[I]. Bioinformatics: Bioinformatics methods to discover antivirals against Zika virus / Karina Salvatierra, Marcos Vera, and Hector Florez
[VIII]. Security services: A secured private-cloud computing system / Modebola Olowu, Chika Yinka-Banjo, Sanjay Misra, and Hector Florez -- Comparative evaluation of techniques for detection of phishing URLs / Oluwafemi Osho, Ayanfeoluwa Oluyomi, Sanjay Misra, Ravin Ahuja, Robertas Damasevicius, and Rytis Maskeliunas
[VII]. Robotic autonomy: Comparative analyzis of three obstacle detection and avoidance algorithms for a compact differential drive robot I N V-rep / Chika Yinka-Banjo, Obawole Daniel, Sanjay Misra, Oluranti Jonathan, and Hector Florez
[VI]. Learning management systems: Connecting CS1 with student's careers through multidisciplinary projects. Case of study : material selection following the Ashby methodology / Bruno Paucar, Giovanny Chunga, Natalia Lopez, Clotario Tapia, and Miguel Realpe -- Development of online clearance system for an educational institution / Oluranti Jonathan, Sanjay Misra, Funmilayo Makinde, Robertas Damasevicius, Rytis Maskeliunas, and Marcelo Leon -- Enhanced sketchnoting through semantic integration of learning material / Aryobarzan Atashpendar, Christian Grévisse, and Steffen Rothkugel
[V]. IT architectures: A proposal model based on blockchain technology to support traceability of Colombian scholar feeding program (PAE) / Carol Cortés, Alejandro Guzmán, Camilo Andrés Rincón-González, Catherine Torres-Casas, and Camilo Mejía-Moncayo -- Capacity of desktop clouds for running HPC applications : a revisited analysis / Jaime Chavarriaga, Carlos E. Gómez, David C. Bonilla, and Harold E. Castro -- Migration to microservices : barriers and solutions / Javad Ghofrani and Arezoo Bozorgmehr -- Towards a maturity model for cloud service customizing / Oscar Avila, Cristian Paez, and Dario Correal -- Towards an architecture framework for the implementation of omnichannel strategies / Nestor Suarez and Oscar Avila
[X]. Software design engineering: Dynamic interface and access model by dead token for IoT systems / Jorge Hernandez, Karen Daza, Hector Florez, and Sanjay Misra -- Evaluation of the performance of message routing protocols in delay tolerant networks (DTN) in Colombian scenario / Nazhir Amaya-Tejera, Farid Meléndez-Pertuz, Rubén Sánchez-Dams, José Simancas-García, Iván Ruiz, Hermes Castellanos, Fredy A. Sanz, César A. Cárdenas R, and Carlos Collazos-Morales -- Recovering fine grained traceability links between software mandatory constraints and source code / Alejandro Velasco and Jairo Hernan Aponte Melo -- Using graph embedding to improve requirements traceability recovery / Shiheng Wang, Tong Li, and Zhen Yang
Summary This book constitutes the thoroughly refereed papers of the Second International Conference on Applied Informatics, ICAI 2019, held in Madrid, Spain, in November 2019. The 37 full papers and one short paper were carefully reviewed and selected from 98 submissions. The papers are organized in topical sections on bioinformatics; data analysis; decision systems; health care information systems; IT Architectures; learning management systems; robotic autonomy; security services; socio-technical systems; software design engineering
Notes Includes author index
Online resource; title from PDF title page (SpringerLink, viewed October 31, 2019)
Subject Computer science -- Congresses
Information technology -- Congresses
Computer science.
Information technology.
Genre/Form Conference papers and proceedings.
Conference papers and proceedings.
Form Electronic book
Author Belli, Simone, editor
Diaz-Nafria, Jose Maria
Florez, Hector, editor
Leon, Marcelo, editor
ISBN 3030324753
9783030324759