DATA ANALYTICS 2019, The Eighth International Conference on Data Analytics

Type: conference

Notes: IARIA Conference.

Editors:
Sandjai Bhulai, Vrije Universiteit Amsterdam, the Netherlands
Hesham H. Ali, UNO Bioinformatics Core Facility, College of Information Science and Technology, University of Nebraska at Omaha, USA
Les Sztandera, Thomas Jefferson University, USA

ISSN: 2308-4464

ISBN: 978-1-61208-741-2

Location: Porto, Portugal

Dates: from September 22, 2019 to September 26, 2019

Articles: there are 12 articles

Improve Operations of Real-Time Image Classification Utilizing Machine Learning and Knowledge Evolution
David Prairie and Paul Fortier
keywords: Machine Learning, Tensor Flow, Image Classification

Johann Sebastian Bach’s Music is Speeding Up: Fake News?
David van Erkelens and Daan van den Berg
keywords: Music; Tempo; Violin Concerto; BWV 1043; Bach; Data Analysis; Online Data Retrieval; Fake News.

Analyzing the Structural Health of Civil Infrastructures Using Correlation Networks and Population Analysis
Prasad Chetti and Hesham Ali
keywords: Structural Health Monitoring; Population Analysis; Correlation Networks; Markov Clustering; Sufficiency Rating; National Bridge Inventory database

A Website Selection Model in Programmatic Advertising using Fuzzy Analytic Hierarchy Process and Similarity Methods
Dimitris Kardaras and Stavroula Barbounaki
keywords: Fuzzy Delphi Method; Fuzzy Analytic Hierarchy Process; Similarity Methods; Web Site selection.

Analytical Models of Firing Rate Statistics in Sensory Neuroscience Experiments
Charles Pack and Christopher Pack
keywords: data; measurements; analytics; statistics; simulation; neuroscience; vision experiments

Architecture of a Big Data Platform for a Semiconductor Company
Daniel Müller and Stephan Trahasch
keywords: Big Data Analytics; Big Data Storage; Apache Hadoop; Metrics

A Multi-source Experimental Data Fusion Evaluation Method Based on Bayesian Method and Evidence Theory
Huan Zhang, Wei Li, Ping Ma, and Ming Yang
keywords: data fusion; performance evaluation; Bayesian method; evidence theory

Automated Extraction of Domain-Speciﬁc Information from Scientiﬁc Publications
Philipp Kief, Clarissa Marguardt, Katja Nau, Steffen Scholz, and Andreas Schmidt
keywords: Named entities; Domain speciﬁc entities; Entity cooccurrence; Visualization

Leveraging Statistical Methods for an Analysis of Demographic Factors of Opioid Overdose Deaths
Amna Alalawi, Daniel Fooks, Les Sztandera, and Sean Zakrzewski
keywords: data analytics; big data; opioids; drug overdose

Effects of New Media on Eviction Rates
Regina Ruane
keywords: network analysis; text analysis; eviction

Applied Urban Fire Department Incident Forecasting
Guido Legemaate, Jeffrey de Deijn, Sandjai Bhulai, and Rob van der Mei
keywords: incident forecasting, fire department planning, generalized linear models, ensemble models

Data-driven Direct Marketing via Approximate Dynamic Programming
Jesper Slik and Sandjai Bhulai
keywords: email marketing; Markov decision processes; approximate dynamic programming; recommendation systems