SIMPLIFY Accepted Papers

What’s Mine is Yours, What’s Yours is Mine: Simplifying Significance Testing With Big Data

Karan Matnani (Amazon, USA), Valerie Liptak (Amazon, USA) and George Forman (Amazon, USA)

Scale-independent Data Analysis with Database-backed Dataframes: a Case Study

Phanwadee Sinthong (University of California, Irvine, USA), Michael Carey (University of California, Irvine, USA), and Yuhan Yao (University of California, Irvine, USA)

Speculative Execution of Similarity Queries: Real-Time Parameter Optimization through Visual Exploration

Thilo Spinner (University of Konstanz, Germany), Udo Schlegel (University of Konstanz, Germany), Martin Schall (University of Applied Sciences Konstanz, Germany), Fabian Sperrle (University of Konstanz, Germany), Rita Sevastjanova (University of Konstanz, Germany), Beatrice Gobbo (Politecnico di Milano, Italy), Julius Rauscher (University of Konstanz, Germany), Mennatallah El-Assady (University of Konstanz, Germany), and Daniel A. Keim (University of Konstanz, Germany)

Weighted Load Balancing Mechanisms over Streaming Big Data for Online Machine Learning

Petros Petrou (UBITECH Research, Greece), Sophia Karagiorgou (UBITECH Research, Greece), and Dimitrios Alexandrou (UBITECH Research, Greece)

An Empirical Evaluation of Early Time-Series Classification Algorithms

Evgenios Kladis (National Centre for Scientific Research “Demokritos”, Greece), Charilaos Akasiadis (National Centre for Scientific Research “Demokritos”, Greece), Evangelos Michelioudakis (National Centre for Scientific Research “Demokritos”, Greece), Elias Alevizos (National Centre for Scientific Research “Demokritos”, Greece), and Alexandros Artikis (National Centre for Scientific Research “Demokritos”, Greece)

Easy Spark

Ylaise van den Wildenberg (Eindhoven University of Technology, Germany), Wouter W.L. Nuijten (Eindhoven University of Technology, Germany), and Odysseas Papapetrou (Eindhoven University of Technology, Germany)

Storage Management in Smart Data Lake

Haoqiong Bian (École Polytechnique Fédérale de Lausanne, Switzerland), Bikash Chandra (École Polytechnique Fédérale de Lausanne, Switzerland), Ioannis Mytilinis (École Polytechnique Fédérale de Lausanne, Switzerland), and Anastasia Ailamaki (École Polytechnique Fédérale de Lausanne, Switzerland)

Simplifying Impact Prediction for Scientific Articles

Thanasis Vergoulis (Athena Research Center, Greece), Ilias Kanellos (Athena Research Center, Greece), Giorgos Giannopoulos (Athena Research Center, Greece), and Theodore Dalamagas (Athena Research Center, Greece)

MRbox: Simplifying Working with Remote Heterogeneous Analytics and Storage Services via Localised Views

Athina Kyriakou (National Technical University of Athens, Greece) and Iraklis Angelos Klampanos (National Centre for Scientific Research “Demokritos”, Greece)

Multi-Attribute Similarity Search for Interactive Data Exploration

Kostas Patroumpas (Athena Research Center, Greece), Alexandros Zeakis (Athena Research Center, Greece), Dimitrios Skoutas (Athena Research Center, Greece), and Roberto Santoro (SpazioDati S.r.L., Italy)

Simplifying p-value calculation for the unbiased microRNAenrichment analysis, using ML-techniques

Konstantinos Zagganas (University of the Peloponnese, Greece, Athena Research Center, Greece), Maria Lioli (National Kapodistrian University of Athens, Greece), Thanasis Vergoulis (Athena Research Center, Greece), and Theodore Dalamagas (Athena Research Center, Greece)