| DOLAP | ||
| Authors | Title | |
|---|---|---|
| Clement Moreau, Veronika Peralta, Patrick Marcel and Thomas Devogele. | Learning Analysis Patterns using a Contextual Edit Distance. | |
| Qingzhi Ma and Peter Triantafillou. | Query-Centric Regression for In-DBMS Analytics. | |
| Nabil El Malki, Franck Ravat and Olivier Teste. | K-means: k estimation solution based on kd-tree in a massive data context. | |
| Michal Bodziony, Szymon Roszyk and Robert Wrembel. | On Evaluating Performance of Balanced Optimization of ETL Processes for Streaming Data Sources. | |
| Viacheslav Galaktionov, Evgeniy Klyuchikov and George Chernishev. | Caching Intermediates in a Column-Store with Late Materialization: An Initial Study. | |
| Matteo Francia, Enrico Gallinucci and Matteo Golfarelli. | Towards Conversational OLAP. | |
| Sandro Bimonte, Yassine Hifdi, Mohammed Maliari, Stefano Rizzi and Patrick Marcel. | To Each His Own: Accommodating Data Variety by a Multimodel Star Schema. | |
| Alexandre Chanson, Ben Crulis, Nicolas Labroche, Patrick Marcel, Veronika Peralta, Stefano Rizzi and Panos Vassiliadis. | The Traveling Analyst Problem: Definition and preliminary study. | |
| Marcio Santos, Silvia Fernandes, Daniel Goncalves, Marco Vala and Helena Galhardas. | Incorporating Data Profiling into Pentaho Data Integration. | |
| Marios Meimaris, George Papastefanatos and Panos Vassiliadis. | Hierarchical Property Set Merging for SPARQL Query Optimization. | |
| Ishaq Zouaghi, Amin Mesmoudi, Jorge Galicia, Ladjel Bellatreche and Taoufik Aguili. | Query Optimization for Large Scale Clustered RDF Data. | |
| Mohamed Ragab. | Large Scale Querying and Processing for Property Graphs. | |
| Ana Lavalle, Alejandro Mate and Juan Trujillo. | An Approach to Automatically Detect and Visualize Bias in Big Data Analytics. | |
| ETMLP | ||
| Authors | Title | |
| Lukas Pfahler and Jan Richter (TU Dortmund University, Germany). | Interpretable Nearest Neighbor Queries for Tree-Structured Data in Vector Databases of Graph-Neural Network Embeddings. | |
| Willeme Verdeaux, Clément Moreau, Nicolas Labroche and Patrick Marcel (University of Tours, France). | Causality based explanations in multi-stakeholder recommendations. | |
| Christian Werner (Viadee). | Explainable AI through Rule-based Interactive Conversation. | |
| Sergey Redyuk, Volker Markl and Sebastian Schelter (Technische Universität Berlin, Germany). | Towards Unsupervised Data Quality Validation on Dynamic Data. | |
| Iordanis Xanthopoulos (University of Crete), Ioannis Tsamardinos (University of Crete), Vassilis Christophides (University of Crete), Eric Simon (SAP France) and Alejandro Salinger (SAP SE). | Putting the Human Back in the AutoML Loop | |
| PIE | ||
| Authors | Title | |
| Jarek Gryz and Nima Shahbazi. | Futility of a Right to Explanation | |
| Andrea Rossi and Antonio Matinata. | Knowledge Graph Embeddings: Are Relation-Learning Models Learning Relations? | |
| Federico Croce, Gianluca Cima, Maurizio Lenzerini and Tiziana Catarci. | Ontology-based explanation of classifiers | |
| Chiara Accinelli, Barbara Catania and Simone Minisi. | Coverage-based Rewriting for Data Preparation | |
| Sara Migliorini, Alberto Belussi and Elisa Quintarelli. | Promoting Data Provenance Tracking in the Archaeological Interpretation Process | |
| BDMA | ||
| Authors | Title | |
| Marta Galvani, Agostino Torti, Alessandra Menafoglio and Simone Vantini | A novel spatio-temporal clustering technique to study the bike sharing system in Lyon | |
| Omid Isfahani Alamdari, Mirco Nanni, Roberto Trasarti and Dino Pedreschi | Towards In-Memory Sub-Trajectory Similarity Search | |
| Agnese Bonavita, Riccardo Guidotti and Mirco Nanni | Self-Adapting Trajectory Segmentation | |
| Rodrigo de Oliveira E Silva, Ge Cui, Seyyed Mohammadreza Rahimi and Xin Wang | BR²: A Travel Behavioral Approach to Personalized Route Recommendation Based on GPS Trajectories | |
| Hanna Kavalionak, Massimo Tosato, Paolo Barsocchi and Franco Maria Nardini | Dynamic Wi-Fi RSSI normalization in unmapped locations | |
| Arnau Dillen, Giovanni Buroni, Yann-Aël Le Borgne, Karl Determe and Gianluca Bontempi | MOBI-AID: A Big Data Platform for Real-Time Analysis of On Board Unit Data | |
| Behrooz Omidvar-Tehrani, Plácido A. Souza Neto, Francisco B. Silva Júnior and Felipe F. Pontes | Exploration of Interesting Dense Regions on Spatial Data | |
| Riccardo Guidotti, Mirco Nanni and Francesca Sbolgi | Data-Driven Location Annotation for Fleet Mobility Modeling | |
| Emanuele Carlini, Vinicius Monteiro de Lira, Amilcar Soares, Mohammad Etemad, Bruno Brandoli Machado and Stan Matwin | Uncovering vessel movement patterns from AIS data with graph evolution analysis | |
| DARLI-AP | ||
| Authors | Title | |
| Flavio Giobergia, Luca Cagliero, Paolo Garza and Elena Baralis | Cross-Lingual Propagation of Sentiment Information Based on Bilingual Vector Space Alignment | |
| Nikolaos Lagos and Ioan Calapodescu | Culture-aware Point-of-Interest Category Completion in a Global Location-Based Social Network Database without Access to User Data | |
| Abeer Khan and Lukasz Golab | Reddit Mining to Understand Gendered Movements | |
| Alexander Westermann, Philipp Krayer and Andreas Weiler | AdsISee: Advertisement Detection and Tracking for Sponsorship Evaluation in Soccer Matches | |
| Daniele Apiletti, Eliana Pastor, Riccardo Callà and Elena Baralis | Evaluating espresso coffee quality by means of time-series feature engineering | |
| Ermelinda Oro, Massimo Ruffolo and Fausto Pupo | A Cognitive Automation Approach for a Smart Lending and Early Warning Application | |
| Francesca Soro, Marco Mellia and Nicolo Russo | Regular Pattern and Anomaly Detection on Corporate Transaction Time Series | |
| Davide Ferrari, Giovanni Guaraldi, Federica Mandreoli, Riccardo Martoglia, Jovana Milić and Paolo Missier | Data-driven vs knowledge-driven inference of health outcomes in the ageing population: a case study | |
| Sachit Mishra, Luca Vassio, Luca Cagliero, Marco Mellia, Elena Baralis, Riccardo Loti, Lucia Salvatori | Machine Learning Supported Next-Maintenance Prediction for Industrial Vehicles | |
| Allison Jacobs, Shivangi Chopra and Lukasz Golab | Reddit Mining to Understand Women's Issues in STEM | |
| Sheng Zhang, Haoyang Che, Jiacai Zhang and Yucong Duan | Exploring the Model Competition Patterns of China’s Auto Market with Massive Sales Leads | |
| Shuhei Yoshimi and Koji Eguchi | Forecasting Corporate Financial Time Series using Multi-phase Attention Recurrent Neural Networks | |
| Piotr Matyjaszczyk, Przemyslaw Rosowski, Robert Wrembel | GooDBye: a Good Graph Database Benchmark - an Industry Experience | |
| Sara Migliorini and Alberto Belussi | A Balanced Solution for the Partition-based Spatial Merge Join in MapReduce | |
| Nadine Steinmetz, Samar Shahabi Ghahfarokhi and Kai-Uwe Sattler | Question Answering on OLAP-like Data Sources | |
| BigVis | ||
| Regular Papers | ||
| Authors | Title | |
| Gennady Andrienko, Natalia Andrienko, Steven Drucker, Jean-Daniel Fekete, Danyel Fisher, Stratos Idreos, Tim Kraska, Guoliang Li, Kwan-Liu Ma, Jock D. Mackinlay, Antti Oulasvirta, Tobias Schreck, Heidrun Schmann, Michael Stonebraker, David Auber, Nikos Bikakis, Panos K. Chrysanthis, George Papastefanatos, Mohamed Sharaf | Big Data Visualization and Analytics: Research Challenges and Emerging Applications | |
| Josef Suschnigg, Belgin Mutlu, Anna Katharina Fuchs, Vedran Sabol, Stefan Thalmann and Tobias Schreck | Exploration of Anomalies in Cyclic Multivariate Industrial Time Series Data for Condition Monitoring | |
| Ke Li, Hubert Naacke and Bernd Amann | Exploring the Evolution of Science with Pivot Topic Graphs | |
| Pelayo Quirós Blanca and Rosario Campomanes-Álvarez | The new Spanish political scenario: Twitter graph and opinion analysis with an interactive visualisation | |
| Bernardo Breve, Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese | Visualizing Dependencies during Incremental Discovery Processes | |
| Short Papers | ||
| Authors | Title | |
| Daniel Nakhimovich and James Abello | Graph Waves | |
| Federico Desimoni and Laura Po | Providing Effective Visualizations over Big Linked Data | |
| Xiaozhong Zhang, Xiaoyu Ge and Panos Chrysanthis | A GUI Design for Composition Discovery of View Interestingness | |
| Wenqiang Cui, Girts Strazdins and Hao Wang | Web-based Scalable Visual Exploration of Large Multidimensional Data Using Human-in-the-Loop Edge Bundling in Parallel Coordinates | |
| Pablo Camarillo-Ramirez, Francisco Cervantes-Alvarez and Luis Fernando Gutiérrez-Preciado | A task-based evaluation methodology for visual representation of dynamic networks | |
| Rodrigo Borges and Kostas Stefanidis | On Measuring Popularity Bias in Collaborative Filtering Data | |
| SEA Data | ||
| Authors | Title | |
| Julius Gonsior, Josephine Rehak, Maik Thiele, Elvis Koci, Michael Günther, and Wolfgang Lehner | Active Learning for Spreadsheet Cell Classification | |
| Raffael Affolter and Andreas Weiler | FacetX: Dynamic Facet Generation for Advanced Information Filtering of Search Results | |
| Irène Burger, Ioana Manolescu, Emmanuel Pietriga, and Fabian Suchanek | Toward Visual Interactive Exploration of Heterogeneous Graphs | |
| Damianos Chatziantoniou and Verena Kantere | Data Virtual Machines: Data-Driven Conceptual Modeling of Big Data Infrastructures | |
| Christos Koutras, Marios Fragkoulis, Asterios Katsifodimos, and Christoph Lofi | REMA: Graph Embeddings-based Relational Schema Matching | |
| Philipp D. Rohde and Maria-Esther Vidal | Optimizing Federated Queries Based on the Physical Design of a Data Lake | |