Deliverables Other (6) Data transfer module Initial Version Data transfer module Initial Version O MOD M14 Pattern extraction methods - Initial Version Pattern extraction methods Initial Version ATHENA M14 Other PU The deliverable comprises both software prototype and the relevant report Complex event detection module - Initial Version Complex event detection module Initial Version ATHENA M18 Other PU The deliverable comprises both software prototype and the relevant report Core AI Models - Initial version Core AI Models Initial version Cloud Model Storage and Query Engine module - Initial Version Cloud Model Storage and Query Engine module Initial Version MOD M14 Other PU The deliverable comprises both software prototype and the relevant report Core AI Models - Final Version Core AI Models Python Software IBM Initial version M12 Final Version M18 PU Documents, reports (3) Data models - Initial Version First version of data models Technical platform design Technical platform design Report ATHENA M12 Intermediate Dissemination & Communication Activities Report Intermediate Dissemination Communication Activities Report AAU M18 Publications Conference proceedings (19) A Two-layer Partitioning for Non-point Spatial Data Author(s): Dimitrios Tsitsigkos, Konstantinos Lampropoulos, Panagiotis Bouros, Nikos Mamoulis, Manolis Terrovitis Published in: 2021 IEEE 37th International Conference on Data Engineering (ICDE), 2021, Page(s) 1787-1798 Publisher: IEEE Computer Society DOI: 10.1109/icde51399.2021.00157 Distributed Incremental Machine Learning for Big Time Series Data Author(s): Salwala, Dhaval and Tirupathi, Seshu and Quanz, Brian and Gifford, Wesley M. and Siegel, Stuart and Ekambaram, Vijay and Jati, Arindam Published in: 2022 IEEE International Conference on Big Data Industry and Government Program, 2022 Publisher: IEEE DOI: 10.1109/bigdata55660.2022.10020361 Prequential Model Selection for Time Series Forecasting based on Saliency Maps Author(s): S. Tomar, S. Tirupathi, D. V. Salwala, I. Dusparic and E. Daly Published in: IEEE International Conference on Big Data Workshop Title: 7th Workshop on Real-time Stream Analytics, Stream Mining, CER/CEP & Stream Data Management in Big Data, 2022, ISSN 3383-3392 Publisher: IEEE DOI: 10.1109/bigdata55660.2022.10020769 Holistic Analytics of Sensor Data from Renewable Energy Sources: A Vision Paper Author(s): Søren Kejser Jensen & Christian Thomsen Published in: ADBIS (Short Papers) 2023, 2023 Publisher: Springer DOI: 10.1007/978-3-031-42941-5_31 Efficient Nearest Neighbor Queries on Non-point Data Author(s): Michalopoulos, Achilleas and Tsitsigkos, Dimitrios and Bouros, Panagiotis and Mamoulis, Nikos and Terrovitis, Manolis} Published in: Proceedings of the International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL), 2023 Publisher: Association for Computing Machinery DOI: 10.1145/3589132.3625609 A Tool for Visual Exploration and Analysis of Solar Photovoltaic Module Data Author(s): Vassilis Stamatopoulos, Stavros Maroulis, Konstantinos Kozanis, Ioannis Psarros, George Papastefanatos, Giorgos Giannopoulos, Manolis Terrovitis Published in: Advances in Database Technology - Volume 26 Proceedings 26th International Conference on Extending Database Technology, 2023 Publisher: OpenProceedings Machine Learning Platform for Extreme Scale Computing on Compressed IoT Data Author(s): Tirupathi, Seshu and Salwala, Dhaval and Zizzo, Giulio and Rawat, Ambrish and Purcell, Mark and Kejser Jensen, Søren and Thomsen, Christian and Ho, Nguyen and Muniz Cuza, Carlos E. and Brusokas, Jonas and Bach Pedersen, Torben and Alexiou, Giorgos and Giannopoulos, Giorgos and Gidarakos, Panagiotis and Kalimeris, Alexandros and Maroulis, Stavros and Papastefanatos, George and Psarros, Ioannis and Published in: 2022 IEEE International Conference on Big Data Workshop IWBDR-3, 2022 Publisher: IEEE DOI: 10.1109/bigdata55660.2022.10020540 Tight Bounds for Approximate Near Neighbor Searching for Time Series under the Fréchet Distance Author(s): Bringmann, K.; Driemel, A.; Nusser, A.; Psarros, I. Published in: Proceedings of the 2022 Annual ACM-SIAM Symposium on Discrete Algorithms (SODA), 2022, Page(s) 517-550 Publisher: Society for Industrial and Applied Mathematics DOI: 10.1137/1.9781611977073.25 Random projections for curves in high dimensions Author(s): Psarros, Ioannis; Rohde, Dennis Published in: Proceedings of 39th International Symposium on Computational Geometry 2023, Issue 13, 2023 Publisher: Leibniz International Proceedings in Informatics (LIPIcs) DOI: 10.4230/lipics.socg.2023.53 A Content Recommendation Policy for Gaining Subscribers Author(s): Theocharidis, Konstantinos; Terrovitis, Manolis; Skiadopoulos, Spiros; Karras, Panagiotis Published in: Theocharidis , K , Terrovitis , M , Skiadopoulos , S & Karras , P 2022 , A Content Recommendation Policy for Gaining Subscribers . in SIGIR 2022 - Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval . Association for Computing Machinery , pp. 2501-2506 , 45th Annual International ACM SIGIR Conference on Research and Development in Informa, Issue 10, 2022 Publisher: ACM DOI: 10.1145/3477495.3531885 Efficient and Distributed Temporal Pattern Mining Author(s): Ho, Nguyen and Ho, Van Long and Bach Pedersen, Torben and Vu, Mai Published in: 2021 IEEE International Conference on Big Data (Big Data), 2021 Publisher: IEEE DOI: 10.1109/bigdata52589.2021.9671753 Next generation energy data management platforms: the MORE project Gregory Kotsis, George Konstantoulakis, Gregory Doumenis Emerging Tech Conference - Edge Intelligence (ETCEI 2022) Yes Author(s): Gregory Kotsis, George Konstantoulakis, Gregory Doumenis Published in: Emerging Tech Conference - Edge Intelligence (ETCEI 2022), 2022 Publisher: ETCEI Extreme-Scale Model-Based Time Series Management with ModelarDB (Invited Talk) Author(s): Torben Bach Pedersen Published in: 28th International Symposium on Temporal Representation and Reasoning, TIME 2021, September 27-29, 2021, Klagenfurt, Austria., Issue 206, 2021, Page(s) 2:1-2:2, ISBN 978-3-95977-206-8 Publisher: Schloss Dagstuhl. Leibniz-Zentrum für Informatik DOI: 10.4230/lipics.time.2021.2 Spatio-temporal graph convolutional network for stochastic traffic speed imputation Author(s): Carlos Enrique Muniz Cuza Nguyen Ho Eleni Tzirita Zacharatou Torben Bach Pedersen Bin Yang Published in: ACM SIGSPATIAL’22, 2022 Publisher: Association for Computing Machinery DOI: 10.1145/3557915.3560948 Federated Continual Learning with Differentially Private Data Sharing Author(s): Mirwais Ahmadzai and Giang Nguyen Published in: Procedia Computer Science, 2023 Publisher: Elsevier B.V. DOI: 10.1016/j.procs.2023.10.039 Evaluating the Impact of Error-Bounded Lossy Compression on Time Series Forecasting Author(s): Carlos Enrique Muniz Cuza, Søren Kejser Jensen, Jonas Brusokas, Nguyen Ho, Torben Bach Pedersen Published in: Proceedings of the 27th International Conference on Extending Database Technology (EDBT), 2024 Publisher: EDBT Approximating Length-Restricted Means under Dynamic Time Warping Author(s): Buchin, Maike; Driemel, Anne; van Greevenbroek, Koen; Psarros, Ioannis; Rohde, Dennis Published in: Proceedings of Approximation and Online Algorithms - 20th International Workshop, 2022, Issue 9, 2022, ISBN 978-3-031-18367-6 Publisher: Springer DOI: 10.1007/978-3-031-18367-6_12 Scalable Distributed Computing Systems for Incremental Machine Learning in Big Data Applications Author(s): Salwala, D., Tirupathi, S., Quanz, B., Gifford, W., & Siegel, S. Published in: INFORMS 2022, 2022 Publisher: INFORMS Mining Seasonal Temporal Patterns in Time Series Author(s): Van Long Ho; Nguyen Ho; Torben Bach Pedersen Published in: 2023 Publisher: IEEE DOI: 10.1109/icde55515.2023.00174 Peer reviewed articles (4) Two-Layer Space-Oriented Partitioning for Non-Point Data Author(s): Dimitrios Tsitsigkos; Panagiotis Bouros; Konstantinos Lampropoulos; Nikos Mamoulis; Manolis Terrovitis Published in: IEEE Transactions on Knowledge and Data Engineering (TKDE), 2023, ISSN 1041-4347 Publisher: Institute of Electrical and Electronics Engineers DOI: 10.1109/tkde.2023.3297975 Goal-Oriented Scheduling in Sensor Networks With Application Timing Awareness Author(s): J. Holm, F. Chiariotti, A. E. Kalør, B. Soret, T. B. Pedersen and P. Popovski Published in: IEEE Transactions on Communications ( Volume: 71, Issue: 8), 2023, ISSN 1558-0857 Publisher: IEEE DOI: 10.1109/tcomm.2023.3282256 Efficient temporal pattern mining in big time series using mutual information Author(s): Van Long Ho, Nguyen Ho, Torben Bach Pedersen Published in: Proc. VLDB Endow., 2021, Page(s) 673–685, ISSN 2150-8097 Publisher: VLDB Endowment DOI: 10.14778/3494124.3494147 Data-Driven Soiling Detection in PV Modules Author(s): Alexandros Kalimeris; Ioannis Psarros; Giorgos Giannopoulos; Manolis Terrovitis; George Papastefanatos; Gregory Kotsis Published in: IEEE Journal of Photovoltaics, Issue 13, 2023, Page(s) 461 - 466, ISSN 2156-3403 Publisher: IEEE DOI: 10.1109/jphotov.2023.3243719 Book chapters (1) ModelarDB: Integrated Model-Based Management of Time Series from Edge to Cloud Author(s): Søren Kejser Jensen; Christian Thomsen; Torben Bach Pedersen Published in: Jensen , S K , Thomsen , C & Pedersen , T B 2023 , ModelarDB: Integrated Model-Based Management of Time Series from Edge to Cloud . in Transactions on Large-Scale Data- and Knowledge-Centered Systems LIII . Springer , Transactions on Large-Scale Data- and Knowledge-Centered Systems , Lecture Notes in Computer Science , vol. 13840 , pp. 1-33 . https://doi.org/10.1007/978-3-662-66863-4_1, Issue 4, 2023 Publisher: Springer DOI: 10.1007/978-3-662-66863-4_1 Searching for OpenAIRE data... There was an error trying to search data from OpenAIRE No results available
