Publications resulting from the project are listed here:
- Boosting Efficiency of External Pipelines by Blurring Application Boundaries. A. Herlihy, P. Chrysogelos, A. Ailamaki International Conference on Innovative Data Systems Research (CIDR), 2022.
- Accelerating Complex Analytics using Speculation. P. Sioulas, V. Sanca, I. Mytilinis, A. Ailamaki. International Conference on Innovative Data Systems Research (CIDR), 2021.
- The Unmet Data Visualization Needs of Decision Makers within Organizations. E. Dimara, H. Zhang, M. Tory, S. Franconeri. IEEE Transactions on Visualization and Computer Graphics (TVCG), 2021.
- Discovering Mixture-Based Best Regions of Arbitrary Shapes. D. Skoutas, D. Sacharidis, K. Patroumpas. International Conference on Advances in Geographic Information Systems (SIGSPATIAL), 2021.
- Twin Subsequence Search in Time Series. G. Chatzigeorgakidis, D. Skoutas, K. Patroumpas, T. Palpanas, S. Athanasiou, S. Skiadopoulos. International Conference on Extending Database Technology (EDBT), 2021.
- SciNeM: A Scalable Data Science Tool for Heterogeneous Network Mining. S. Chatzopoulos, T. Vergoulis, P. Deligiannis, D. Skoutas, T. Dalamagas, C. Tryfonopoulos. International Conference on Extending Database Technology (EDBT), 2021.
- VeTo-web: A Recommendation Tool for the Expansion of Sets of Scholars. S. Chatzopoulos, T. Vergoulis, T. Dalamagas, C. Tryfonopoulos. Joint Conference on Digital Libraries (JCDL), 2021.
- VeTo+: Improved Expert Set Expansion in Academia. S. Chatzopoulos, T. Vergoulis, T. Dalamagas, C. Tryfonopoulos. International Journal of Digital Libraries (IJDL), 2021.
- Easy Spark. Y. van den Wildenberg, W. W. L. Nuijten, O. Papapetrou. Simplify Workshop @ EDBT, 2021.
- Speculative Execution of Similarity Queries: Real-Time Parameter Optimization through Visual Exploration. T. Spinner, U. Schlegel, M. Schall, F. Sperrle, R. Sevastjanova, B. Gobbo, J. Rauscher, M. El-Assady, D. Keim. Simplify Workshop @ EDBT, 2021.
- Storage Management in Smart Data Lake. H. Bian, B. Chandra, I. Mytilinis, A. Ailamaki. Simplify Workshop @ EDBT, 2021.
- Hardware-Conscious Sliding Window Aggregation on GPUs. G. Michas, P. Chrysogelos, I. Mytilinis, A. Ailamaki. International Workshop on Data Management on New Hardware (DaMoN), 2021
- Multi-Attribute Similarity Search for Interactive Data Exploration. K. Patroumpas, A. Zeakis, D. Skoutas, R. Santoro. Simplify Workshop @ EDBT, 2021.
- A Visual Explorer for Geolocated Time Series. G. Chatzigeorgakidis, K. Patroumpas, D. Skoutas, S. Athanasiou. International Conference on Advances in Geographic Information Systems (SIGSPATIAL), 2020.
- A system design for elastically scaling transaction processing engines in virtualized servers. A.-C. Anadiotis, R. Appuswamy, A. Ailamaki, I. Bronshtein, H. Avni, D. Dominguez-Sal, S. Goikhman, E. Levy. International Conference on Very Large Data Bases (VLDB), 2020.
- SPHINX: A System for Metapath-based Entity Exploration in Heterogeneous Information Networks. Serafeim Chatzopoulos, Kostas Patroumpas, Alexandros Zeakis, Thanasis Vergoulis, Dimitrios Skoutas. International Conference on Very Large Data Bases (VLDB), 2020.
- Link Prediction in Bibliographic Networks. Pantelis Chronis, Dimitris Skoutas, Spiros Athanasiou, Spiros Skiadopoulos. TPDL Workshop on Assessing Impact and Merit in Science (AIMinScience), 2020.
- Towards Proximity Graph Auto-Configuration: an Approach Based on Meta-Learning. Rafael Seidi Oyamada, Larissa Shimomura, Sylvio Barbon Junior, Daniel Kaster. European Conference on Advances in Databases and Information Systems (ADBIS), 2020.
- v-plots: Designing Hybrid Charts for the Comparative
Analysis of Data Distributions. M. Blumenschein, L. Debbeler, N. Lages, B. Renner, D. Keim, M. El-Assady. In Eurographics Conference on Visualization (EuroVis), 2020. - Blocking and Filtering Techniques for Entity Resolution: A Survey. George Papadakis, Dimitrios Skoutas, Emmanouil Thanos, Themis Palpanas. ACM Computing Surveys, 2020.
- GGDs: Graph Generating Dependencies. Larissa Shimomura, George Fletcher, Nikolay Yakovets. arXiv, 2020.
- Adaptive HTAP through Elastic Resource Scheduling. Aunn Raza, Periklis Chrysogelos, Angelos Christos Anadiotis, Anastasia Ailamaki. International Conference on Management of Data (SIGMOD), 2020.
- Similarity Search over Enriched Geospatial Data. Kostas Patroumpas, Dimitrios Skoutas. ACM SIGMOD Workshop on Managing and Mining Enriched Geo-Spatial Data (GeoRich), 2020.
- GPU-accelerated data management under the test of time. Aunn Raza, Periklis Chrysogelos, Panagiotis Sioulas, Vladimir Indjic, Angelos-Christos G. Anadiotis, Anastasia Ailamaki. International Conference on Innovative Data Systems Research (CIDR), 2020.
- A Parallel and Distributed Approach for Diversified Top-k Best Region Search. Hamid Shahrivari, Matthaios Olma, Odysseas Papapetrou, Dimitrios Skoutas, Anastasia Ailamaki. International Conference on Extending Database Technology (EDBT), 2020.
- JedAI3: beyond batch, blocking-based Entity Resolution. George Papadakis, Leonidas Tsekouras, Emmanouil Thanos, Nikiforos Pittaras, Giovanni Simonini, Dimitrios Skoutas, Paul Isaris, George Giannakopoulos, Themis Palpanas, Manolis Koubarakis. International Conference on Extending Database Technology (EDBT), 2020.
- Taster: Self-Tuning, Elastic and Online Approximate Query Processing. Matthaios Olma, Odysseas Papapetrou, Raja Appuswamy, Anastasia Ailamaki. IEEE International Conference on Data Engineering (ICDE), 2019.
- Automatic Clustering by Detecting Significant Density Dips in Multiple Dimensions. Pantelis Chronis, Spiros Athanasiou, Spiros Skiadopoulos. IEEE International Conference on Data Mining (ICDM), 2019.
- explAIner: A visual analytics framework for interactive and explainable machine learning. Thilo Spinner, Udo Schlegel, Hanna Schäfer, Mennatallah El-Assady. IEEE Transactions on Visualization and Computer Graphics, 2019.
- Uncertainty-aware principal component analysis. Jochen Görtler, Thilo Spinner, Dirk Streeb, Daniel Weiskopf, Oliver Deussen. IEEE Transactions on Visualization and Computer Graphics, 2019.
- Visual Exploration of Geolocated Time Series with Hybrid Indexing. Georgios Chatzigeorgakidis, Kostas Patroumpas, Dimitrios Skoutas, Spiros Athanasiou, Spiros Skiadopoulos. Big Data Research 15: 12-28 (2019).
- Local Similarity Search on Geolocated Time Series Using Hybrid Indexing. Georgios Chatzigeorgakidis, Dimitrios Skoutas, Kostas Patroumpas, Themis Palpanas, Spiros Athanasiou, Spiros Skiadopoulos. ACM International Conference on Advances in Geographic Information Systems (SIGSPATIAL), 2019.
- Local pair and bundle discovery over co-evolving time series. Georgios Chatzigeorgakidis, Dimitrios Skoutas, Kostas Patroumpas, Themis Palpanas, Spiros Athanasiou, Spiros Skiadopoulos. International Symposium on Spatial and Temporal Databases (SSTD), 2019.
- Scalable temporal clique enumeration. Kaijie Zhu, George H. L. Fletcher, Nikolay Yakovets, Odysseas Papapetrou, Yuqing Wu. International Symposium on Spatial and Temporal Databases (SSTD), 2019.