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6th DATA 2017: Madrid, Spain
- Jorge Bernardino, Christoph Quix, Joaquim Filipe:
Proceedings of the 6th International Conference on Data Science, Technology and Applications, DATA 2017, Madrid, Spain, July 24-26, 2017. SciTePress 2017, ISBN 978-989-758-255-4
Invited Speakers
- Torben Bach Pedersen:
Managing Big Multidimensional Data - A Journey From Acquisition to Prescriptive Analytics. DATA 2017: 5 - Francesco Bonchi:
On Information Propagation, Social Influence, and Communities. DATA 2017: 7 - Stefano Ceri:
Data-Driven Genomic Computing: Making Sense of the Signals from the Genome. DATA 2017: 9 - Andreas Holzinger:
Advances and Future Challenges in Machine Learning and Knowledge Extraction. DATA 2017: 11
Papers
- Magda Friedjungová
, Marcel Jirina:
Asymmetric Heterogeneous Transfer Learning: A Survey. 17-27 - Darlan Arruda
The Role of Big Data Analytics in Corporate Decision-making. 28-37 - Thomas Renner, Lauritz Thamsen, Odej Kao:
Adaptive Resource Management for Distributed Data Analytics based on Container-level Cluster Monitoring. 38-47 - Pierrick Bruneau
Storing and Processing Personal Narratives in the Context of Cultural Legacy Preservation. 48-55 - Diogo Domingues Regateiro, Óscar Mortágua Pereira, Rui L. Aguiar:
SPDC: Secure Proxied Database Connectivity. 56-66 - Zehra Can, Erinç Albey:
Churn Prediction for Mobile Prepaid Subscribers. 67-74 - Uwe Hohenstein, Michael C. Jaeger, Spyridon V. Gogouvitis:
A Multi-criteria Approach for Large-object Cloud Storage. 75-86 - Martin Haeusler, Emmanuel Nowakowski, Matthias Farwick, Ruth Breu, Johannes Kessler, Thomas Trojer:
ChronoGraph - Versioning Support for OLTP TinkerPop Graphs. 87-97 - Floriana Meluso, Paolo Avogadro, Silvia Calegari, Matteo Dominoni:
Success of the Functionalities of a Learning Management System. 98-106 - Axel Michel, Benjamin Nguyen
Managing Distributed Queries under Personalized Anonymity Constraints. 107-117 - Thomas Forstner, Christiane Dienhart, Ludmilla Kedenko, Gernot Wolkersdörfer, Bernhard Paulweber:
Models for Predicting the Development of Insulin Resistance. 121-125 - Dhrgam Al Kafaf, Dae-Kyoo Kim, Lunjin Lu:
B-kNN to Improve the Efficiency of kNN. 126-132 - Kurt Englmeier, Fionn Murtagh:
Data Scientist - Manager of the Discovery Lifecycle. 133-140 - Sonja Strasser
Reducing Variant Diversity by Clustering - Data Pre-processing for Discrete Event Simulation Models. 141-148 - Michael Kaufmann, Tobias Eljasik-Swoboda, Christian Nawroth, Kevin Berwind, Marco X. Bornschlegl
Modeling and Qualitative Evaluation of a Management Canvas for Big Data Applications. 149-156 - Paulo Carvalho, Olivier Parisot
Using Visualisation Techniques to Acquire a Better Understanding of Storytelling for Cultural Heritage. 157-164 - Mahmoud Boghdady, Neamat El-Tazi
Clink - A Novel Record Linkage Methodology based on Graph Interactions. 165-171 - Alexander Wurl
Using Signifiers for Data Integration in Rail Automation. 172-179 - Chun-Che Huang, Li-Ching Lien, Po-An Chen, Tzu-Liang Tseng, Shian-Hua Lin:
Identification of Opinion Leaders and Followers in Social Media. 180-185 - Kurt Englmeier, Hernán Astudillo:
The Benefit of Thinking Small in Big Data. 186-191 - Diogo Domingues Regateiro, Óscar Mortágua Pereira, Rui L. Aguiar
Supporting Pre-shared Keys in Closed Implementations of TLS. 192-199 - Bruno Oliveira
Validating ETL Patterns Feasability using Alloy. 200-207 - Shawn X. Dodd, Kiran Pohar Manhas, Stacey Page, Nicole Letourneau, Xinjie Cui, Suzanne Tough:
Governance and Privacy in a Provincial Data Repository - A Cross-sectional Analysis of Longitudinal Birth Cohort Parent Participants' Perspectives on Sharing Adult Vs. Child Research Data. 208-215 - Resul Tugay, Sule Gündüz Ögüdücü:
Demand Prediction using Machine Learning Methods and Stacked Generalization. 216-222 - Martha O. Perez-Arriaga, Trilce Estrada
Table Interpretation and Extraction of Semantic Relationships to Synthesize Digital Documents. 223-232 - Xinyu Chen, Trilce Estrada
Index Clustering: A Map-reduce Clustering Approach using Numba. 233-240 - Arnab Chakrabarti, Manasi Jayapal:
Data Transformation Methodologies between Heterogeneous Data Stores - A Comparative Study. 241-248 - Miroslav Hudec, Zuzana Brokesová:
Mining and Linguistically Interpreting Data from Questionnaires - Influence of Financial Literacy to Behaviour. 249-254 - Wei-Yuan Chang, En Tzu Wang, Arbee L. P. Chen:
A Data-driven Framework on Mining Relationships between Air Quality and Cancer Diseases. 255-262 - Iván García, Miguel A. Martínez-Prieto
Towards a Scalable Architecture for Flight Data Management. 263-268 - David Bednárek, Martin Krulis, Jakub Yaghob, Filip Zavoral
Data Preprocessing of eSport Game Records - Counter-Strike: Global Offensive. 269-276 - Thomas Ostermann, Hedwig Ihlhoff-Goulioumius, Martin R. Fischer, Jan P. Ehlers
Implementation and Empirical Evaluation of a Case-based, Interactive e-Learning Module with X-ray Tooth Prognosis. 277-281
Special Session on Knowledge Discovery meets Information Systems: Applications of Big Data Analytics and BI - methodologies, techniques and tools
- Giuseppe Santomauro
A Collaborative Environment for Web Crawling and Web Data Analysis in ENEAGRID. 287-295 - Enrico Giacinto Caldarola, Antonio M. Rinaldi:
Big Data Visualization Tools: A Survey - The New Paradigms, Methodologies and Tools for Large Data Sets Visualization. 296-305 - Nunziato Cassavia, Elio Masciari, Domenico Saccà:
An Open Source System for Big Data Warehousing. 306-313 - Flora Amato
A Novel Influence Diffusion Model based on User Generated Content in Online Social Networks. 314-320 - Raffaele Palmieri, Vincenzo Orabona, Nadia Cinque, Stefano Tangorra, Donato Cappetta:
Reputation Analysis towards Discovery. 321-330 - Mauro Pelucchi, Giuseppe Psaila, Maurizio Toccu:
The Challenge of using Map-reduce to Query Open Data. 331-342 - Roberto Boselli, Mirko Cesarini, Fabio Mercorio, Mario Mezzanzanica
A Pipeline for Multimedia Twitter Analysis through Graph Databases: Preliminary Results. 343-349 - Francesco Colace, Massimo De Santo, Francesco Pascale, Saverio Lemma, Marco Lombardi:
BotWheels: a Petri Net based Chatbot for Recommending Tires. 350-358
Special Session on Knowledge Discovery and Cloud Computing Applications
- Parnian Kassraie, Alireza Modirshanechi
Election Vote Share Prediction using a Sentiment-based Fusion of Twitter Data with Google Trends and Online Polls. 363-370 - Mario A. Gomez-Rodriguez
Assessment of Private Cloud Infrastructure Monitoring Tools - A Comparison of Ceilometer and Monasca. 371-381 - Víctor Jesús Sosa Sosa, Miguel Morales-Sandoval
Protecting Data in the Cloud: An Assessment of Practical Digital Envelopes from Attribute based Encryption. 382-390 - Mireya Tovar, Juan Carlos Flores, José Alejandro Reyes-Ortíz:
An Ontology for Representing Information over Social Service in an Educational Institution. 391-399 - Fabián Paniagua-Reyes, José Alejandro Reyes-Ortíz, Maricela Bravo:
Entity-based Opinion Mining from Spanish Tweets. 400-407 - Juan Andrés Martínez-Escobar, Silvia B. González-Brambila
Analysis of Brain Waves in Violent Images - Are Differences in Gender? 408-414 - Fidel López-Saca, José Castro-López, Josué Figueroa González, Silvia B. González-Brambila
Determining a New Home Classification - A Data Mining Approach. 415-420
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