Informatics 25 - Chair of Data Science and Engineering

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  • 2020

    Ai for health – knowledge-based generation of tailor-made exercise plans

    Grigoleit, F., Struss, P. & Kreuzpointner, F., 2020, Trends in Artificial Intelligence Theory and Applications. Artificial Intelligence Practices - 33rd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2020, Proceedings. Fujita, H., Sasaki, J., Fournier-Viger, P. & Ali, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 489-501 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12144 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • An evaluation of progressive neural networks for transfer learning in natural language processing

    Hagerer, G., Moeed, A., Dugar, S., Gupta, S., Ghosh, M., Danner, H., Mitevski, O., Nawroth, A. & Groh, G., 2020, LREC 2020 - 12th International Conference on Language Resources and Evaluation, Conference Proceedings. Calzolari, N., Bechet, F., Blache, P., Choukri, K., Cieri, C., Declerck, T., Goggi, S., Isahara, H., Maegaard, B., Mariani, J., Mazo, H., Moreno, A., Odijk, J. & Piperidis, S. (eds.). European Language Resources Association (ELRA), p. 1376-1381 6 p. (LREC 2020 - 12th International Conference on Language Resources and Evaluation, Conference Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    4 Scopus citations

  • ARTful Skyline Computation for In-Memory Database Systems

    Schüle, M. E., Kulikov, A., Kemper, A. & Neumann, T., 2020, New Trends in Databases and Information Systems, ADBIS 2020 Short Papers, Proceedings. Darmont, J., Novikov, B. & Wrembel, R. (eds.). Springer, p. 3-12 10 p. (Communications in Computer and Information Science; vol. 1259 CCIS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    6 Scopus citations

  • Evaluation metrics for headline generation using deep pre-trained embeddings

    Moeed, A., An, Y., Hagerer, G. & Groh, G., 2020, LREC 2020 - 12th International Conference on Language Resources and Evaluation, Conference Proceedings. Calzolari, N., Bechet, F., Blache, P., Choukri, K., Cieri, C., Declerck, T., Goggi, S., Isahara, H., Maegaard, B., Mariani, J., Mazo, H., Moreno, A., Odijk, J. & Piperidis, S. (eds.). European Language Resources Association (ELRA), p. 1796-1802 7 p. (LREC 2020 - 12th International Conference on Language Resources and Evaluation, Conference Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Freedom for the SQL-Lambda: Just-in-Time-Compiling User-Injected Functions in PostgreSQL

    Schüle, M. E., Huber, J., Kemper, A. & Neumann, T., 7 Jul 2020, 32nd International Conference on Scientific and Statistical Database Management, SSDBM 2020, Proceedings. Pourabbas, E., Sacharidis, D., Stockinger, K. & Vergoulis, T. (eds.). Association for Computing Machinery, 3400915. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Scopus citations

  • Low-latency communication for fast DBMS Using RDMA and shared memory

    Fent, P., Renen, A. V., Kipf, A., Leis, V., Neumann, T. & Kemper, A., Apr 2020, Proceedings - 2020 IEEE 36th International Conference on Data Engineering, ICDE 2020. IEEE Computer Society, p. 1477-1488 12 p. 9101845. (Proceedings - International Conference on Data Engineering; vol. 2020-April).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    33 Scopus citations

  • Model-based decision support systems - conceptualization and general architecture

    Struss, P., 2020, Trends in Artificial Intelligence Theory and Applications. Artificial Intelligence Practices - 33rd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2020, Proceedings. Fujita, H., Sasaki, J., Fournier-Viger, P. & Ali, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 588-600 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12144 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations

  • On another level: How to debug compiling query engines

    Kersten, T. & Neumann, T., 19 Jun 2020, Proceedings of the Workshop on Testing Database Systems, DBTest 2020. Association for Computing Machinery, Inc, 3395321. (Proceedings of the Workshop on Testing Database Systems, DBTest 2020).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    5 Scopus citations

  • Rethinking Logging, Checkpoints, and Recovery for High-Performance Storage Engines

    Haubenschild, M., Sauer, C., Neumann, T. & Leis, V., 14 Jun 2020, SIGMOD 2020 - Proceedings of the 2020 ACM SIGMOD International Conference on Management of Data. Association for Computing Machinery, p. 877-892 16 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    30 Scopus citations

  • Scalable and robust latches for database systems

    Böttcher, J., Leis, V., Giceva, J., Neumann, T. & Kemper, A., 15 Jun 2020, Proceedings of the 16th International Workshop on Data Management on New Hardware, DaMoN 2020. Association for Computing Machinery, (Proceedings of the 16th International Workshop on Data Management on New Hardware, DaMoN 2020).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    17 Scopus citations

  • START - Self-tuning adaptive radix tree

    Fent, P., Jungmair, M., Kipf, A. & Neumann, T., Apr 2020, Proceedings - 2020 IEEE 36th International Conference on Data Engineering Workshops, ICDEW 2020. Institute of Electrical and Electronics Engineers Inc., p. 147-153 7 p. 9094133. (Proceedings - 2020 IEEE 36th International Conference on Data Engineering Workshops, ICDEW 2020).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    5 Scopus citations

  • The case for hybrid succinct data structures

    Anneser, C., Kipf, A., Lang, H., Neumann, T. & Kemper, A., 2020, Advances in Database Technology - EDBT 2020: 23rd International Conference on Extending Database Technology, Proceedings. Bonifati, A., Zhou, Y., Vaz Salles, M. A., Bohm, A., Olteanu, D., Fletcher, G., Khan, A. & Yang, B. (eds.). OpenProceedings.org, p. 391-394 4 p. (Advances in Database Technology - EDBT; vol. 2020-March).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Scopus citations

  • Tree-Encoded Bitmaps

    Lang, H., Beischl, A., Leis, V., Boncz, P., Neumann, T. & Kemper, A., 14 Jun 2020, SIGMOD 2020 - Proceedings of the 2020 ACM SIGMOD International Conference on Management of Data. Association for Computing Machinery, p. 937-967 31 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    11 Scopus citations
  • 2019

    A comparative temporal analysis of user-content-interaction in social media

    Hauffa, J. & Groh, G., 12 Sep 2019, SIdEWayS 2019 - Proceedings of the 5th International Workshop on Social Media World Sensors. Association for Computing Machinery, Inc, p. 7-12 6 p. (SIdEWayS 2019 - Proceedings of the 5th International Workshop on Social Media World Sensors).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Scopus citations

  • Damon 19: The 15th international workshop on data management on new hardware

    Neumann, T. & Salem, K., 25 Jun 2019, SIGMOD 2019 - Proceedings of the 2019 International Conference on Management of Data. Association for Computing Machinery, p. 2070-2071 2 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • DeepSPACE: Approximate geospatial query processing with deep learning

    Vorona, D., Kipf, A., Neumann, T. & Kemper, A., 5 Nov 2019, 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL GIS 2019. Banaei-Kashani, F., Trajcevski, G., Guting, R. H., Kulik, L. & Newsam, S. (eds.). Association for Computing Machinery, p. 500-503 4 p. (GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    14 Scopus citations

  • Detection of topical influence in social networks via granger-causal inference: A twitter case study

    Hauffa, J., Bräu, W. & Groh, G., 27 Aug 2019, Proceedings of the 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2019. Spezzano, F., Chen, W. & Xiao, X. (eds.). Association for Computing Machinery, Inc, p. 969-977 9 p. (Proceedings of the 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2019).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Scopus citations

  • DFG priority program SPP 2037: Scalable data management for future hardware

    Sattler, K. U., Kemper, A., Neumann, T. & Teubner, J., 2019, Datenbanksysteme fur Business, Technologie und Web, BTW 2019 Workshopband - Proceedings. Meyer, H., Ritter, N., Thor, A., Nicklas, D., Heuer, A. & Klettke, M. (eds.). Gesellschaft fur Informatik (GI), p. 273-276 4 p. (Lecture Notes in Informatics (LNI), Proceedings - Series of the Gesellschaft fur Informatik (GI); vol. P-290).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Estimating cardinalities with deep sketches

    Kipf, A., Vorona, D., Müller, J., Kipf, T., Radke, B., Leis, V., Boncz, P., Neumann, T. & Kemper, A., 25 Jun 2019, SIGMOD 2019 - Proceedings of the 2019 International Conference on Management of Data. Association for Computing Machinery, p. 1937-1940 4 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    25 Scopus citations

  • In-database machine learning: Gradient descent and tensor algebra for main memory database systems

    Schüle, M., Simonis, F., Heyenbrock, T., Kemper, A., Günnemann, S. & Neumann, T., 2019, Datenbanksysteme fur Business, Technologie und Web, BTW 2019 and 18. Fachtagung des GI-Fachbereichs "Datenbanken und Informationssysteme", DBIS 2019. Grust, T., Naumann, F., Bohm, A., Lehner, W., Harder, T., Rahm, E., Heuer, A., Klettke, M. & Meyer, H. (eds.). Gesellschaft fur Informatik (GI), p. 247-266 20 p. (Lecture Notes in Informatics (LNI), Proceedings - Series of the Gesellschaft fur Informatik (GI); vol. P-289).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    8 Scopus citations

  • Ja-(zu-)SQL: Evaluation einer SQL-Skriptsprache für Hauptspeicherdatenbanksysteme

    Translated title of the contribution: Yes-(to-)SQL: Evaluation of an SQL scripting language for main memory database systemsSchüle, M., Passing, L., Kemper, A. & Neumann, T., 2019, Datenbanksysteme fur Business, Technologie und Web, BTW 2019 and 18. Fachtagung des GI-Fachbereichs "Datenbanken und Informationssysteme", DBIS 2019. Grust, T., Naumann, F., Bohm, A., Lehner, W., Harder, T., Rahm, E., Heuer, A., Klettke, M. & Meyer, H. (eds.). Gesellschaft fur Informatik (GI), p. 107-126 20 p. (Lecture Notes in Informatics (LNI), Proceedings - Series of the Gesellschaft fur Informatik (GI); vol. P-289).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    5 Scopus citations

  • LinDP++: Generalizing linearized DP to crossproducts and non-inner joins

    Radke, B. & Neumann, T., 2019, Datenbanksysteme fur Business, Technologie und Web, BTW 2019 and 18. Fachtagung des GI-Fachbereichs "Datenbanken und Informationssysteme", DBIS 2019. Grust, T., Naumann, F., Bohm, A., Lehner, W., Harder, T., Rahm, E., Heuer, A., Klettke, M. & Meyer, H. (eds.). Gesellschaft fur Informatik (GI), p. 57-76 20 p. (Lecture Notes in Informatics (LNI), Proceedings - Series of the Gesellschaft fur Informatik (GI); vol. P-289).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Scopus citations

  • Market systems as a source of individual contributive social capital scores

    Schams, S., Hauffa, J., Schmidt, M. & Groh, G., 8 Sep 2019, Mensch und Computer 2019, MuC 2019 - Tagungsband. Alt, F., Bulling, A. & Doring, T. (eds.). Association for Computing Machinery, p. 421-425 5 p. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • ML2SQL: Compiling a declarative machine learning language to SQL and python

    Schüle, M. E., Bungeroth, M., Vorona, D., Kemper, A., Günnemann, S. & Neumann, T., 2019, Advances in Database Technology - EDBT 2019: 22nd International Conference on Extending Database Technology, Proceedings. Kaoudi, Z., Fundulaki, I., Reinwald, B., Galhardas, H., Binnig, C. & Herschel, M. (eds.). OpenProceedings.org, p. 562-565 4 p. (Advances in Database Technology - EDBT; vol. 2019-March).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    17 Scopus citations

  • MLearn: A declarative machine learning language for database systems

    Schüle, M. E., Bungeroth, M., Kemper, A., Günnemann, S. & Neumann, T., 30 Jun 2019, Proceedings of the 3rd Workshop on Data Management for End-To-End Machine Learning, DEEM 2019 - In conjunction with the 2019 ACM SIGMOD/PODS Conference. Association for Computing Machinery, 3329494. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    6 Scopus citations

  • No false negatives: Accepting all useful schedules in a fast serializable many-core system

    Durner, D. & Neumann, T., Apr 2019, Proceedings - 2019 IEEE 35th International Conference on Data Engineering, ICDE 2019. IEEE Computer Society, p. 734-745 12 p. 8731610. (Proceedings - International Conference on Data Engineering; vol. 2019-April).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    9 Scopus citations

  • On the impact of memory allocation on high-performance query processing

    Durner, D., Leis, V. & Neumann, T., 1 Jul 2019, 15th International Workshop on Data Management on New Hardware, DaMoN 2019. Association for Computing Machinery, 3329918. (Proceedings of the ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    11 Scopus citations

  • Persistent memory I/O primitives

    Van Renen, A., Vogel, L., Leis, V., Neumann, T. & Kemper, A., 1 Jul 2019, 15th International Workshop on Data Management on New Hardware, DaMoN 2019. Association for Computing Machinery, 3329930. (Proceedings of the ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    31 Scopus citations

  • The power of SQL lambda functions

    Schüle, M. E., Vorona, D., Passing, L., Lang, H., Kemper, A., Günnemann, S. & Neumann, T., 2019, Advances in Database Technology - EDBT 2019: 22nd International Conference on Extending Database Technology, Proceedings. Galhardas, H., Binnig, C., Kaoudi, Z., Reinwald, B., Fundulaki, I. & Herschel, M. (eds.). OpenProceedings.org, p. 534-537 4 p. (Advances in Database Technology - EDBT; vol. 2019-March).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    10 Scopus citations

  • Versioning in main-memory database systems from MusaeusDB to TarDISDB

    Schüle, M. E., Karnowski, L., Schmeißer, J., Kleiner, B., Kemper, A. & Neumann, T., 23 Jul 2019, Proceedings of the 31st International Conference on Scientific and Statistical Database Management, SSDBM 2019. Malik, T., Maltzahn, C. & Jimenez, I. (eds.). Association for Computing Machinery, p. 169-180 12 p. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    9 Scopus citations
  • 2018

    Adaptive execution of compiled queries

    Kohn, A., Leis, V. & Neumann, T., 24 Oct 2018, Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018. Institute of Electrical and Electronics Engineers Inc., p. 197-208 12 p. 8509248. (Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    44 Scopus citations

  • Adaptive optimization of very large join queries

    Neumann, T. & Radke, B., 27 May 2018, SIGMOD 2018 - Proceedings of the 2018 International Conference on Management of Data. Das, G., Jermaine, C., Eldawy, A. & Bernstein, P. (eds.). Association for Computing Machinery, p. 677-692 16 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    44 Scopus citations

  • Analyzing a User's Contributive Social Capital Based on Acitivities in Online Social Networks and Media

    Schams, S., Hauffa, J. & Groh, G., 23 Apr 2018, The Web Conference 2018 - Companion of the World Wide Web Conference, WWW 2018. Association for Computing Machinery, Inc, p. 1457-1464 8 p. (The Web Conference 2018 - Companion of the World Wide Web Conference, WWW 2018).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    6 Scopus citations

  • Approximate geospatial joins with precision guarantees

    Kipf, A., Lang, H., Pandey, V., Persa, R. A., Boncz, P., Neumann, T. & Kemper, A., 24 Oct 2018, Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018. Institute of Electrical and Electronics Engineers Inc., p. 1364-1367 4 p. 8509371. (Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    12 Scopus citations

  • Leanstore: in-memory data management beyond main memory

    Leis, V., Haubenschild, M., Kemper, A. & Neumann, T., 24 Oct 2018, Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018. Institute of Electrical and Electronics Engineers Inc., p. 185-196 12 p. 8509247. (Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    79 Scopus citations

  • Make the most out of your SIMD investments: Counter control flow divergence in compiled query pipelines

    Lang, H., Kipf, A., Passing, L., Boncz, P., Neumann, T. & Kemper, A., 11 Jun 2018, 14th International Workshop on Data Management on New Hardware, DaMoN 2018. Association for Computing Machinery, Inc, 5. (14th International Workshop on Data Management on New Hardware, DaMoN 2018).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    11 Scopus citations

  • Managing non-volatile memory in database systems

    Van Renen, A., Leis, V., Kemper, A., Neumann, T., Hashida, T., Oe, K., Doi, Y., Harada, L. & Sato, M., 27 May 2018, SIGMOD 2018 - Proceedings of the 2018 International Conference on Management of Data. Das, G., Jermaine, C., Eldawy, A. & Bernstein, P. (eds.). Association for Computing Machinery, p. 1541-1555 15 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    92 Scopus citations

  • Reasoning in the presence of NULLs

    Neumann, T., 24 Oct 2018, Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018. Institute of Electrical and Electronics Engineers Inc., p. 1682-1683 2 p. 8509435. (Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    5 Scopus citations

  • Study on motivating physical activity in children with personalized gamified feedback

    Schafer, H., Bachner, J., Pretscher, S., Groh, G. & Demetriou, Y., 2 Jul 2018, UMAP 2018 - Adjunct Publication of the 26th Conference on User Modeling, Adaptation and Personalization. Association for Computing Machinery, Inc, p. 221-226 6 p. (UMAP 2018 - Adjunct Publication of the 26th Conference on User Modeling, Adaptation and Personalization).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    20 Scopus citations
  • 2017

    Analytics on fast data: Main-Memory database systems versus modern streaming systems [Experiments and analyses]

    Kipf, A., Braun, L., Pandey, V., Neumann, T., Böttcher, J. & Kemper, A., 2017, Advances in Database Technology - EDBT 2017: 20th International Conference on Extending Database Technology, Proceedings. Mitschang, B., Markl, V., Bress, S., Andritsos, P., Sattler, K.-U. & Orlando, S. (eds.). OpenProceedings.org, p. 49-60 12 p. (Advances in Database Technology - EDBT; vol. 2017-March).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    6 Scopus citations

  • Efficient batched distance and centrality computation in unweighted and weighted graphs

    Then, M., Günnemann, S., Kemper, A. & Neumann, T., 2017, Datenbanksysteme fur Business, Technologie und Web, BTW 2017 - 17. Fachtagung des GI-Fachbereichs "Datenbanken und Informationssysteme�, DBIS 2017, Proceedings. Mitschang, B., Nicklas, D., Leymann, F., Schoning, H., Herschel, M., Teubner, J. & Harder, T. (eds.). Gesellschaft fur Informatik (GI), p. 247-266 20 p. (Lecture Notes in Informatics (LNI), Proceedings - Series of the Gesellschaft fur Informatik (GI); vol. 265).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations

  • HyPerInsight: Data exploration deep inside hyper

    Hubig, N., Passing, L., Schüle, M. E., Vorona, D., Kemper, A. & Neumann, T., 6 Nov 2017, CIKM 2017 - Proceedings of the 2017 ACM Conference on Information and Knowledge Management. Association for Computing Machinery, p. 2467-2470 4 p. (International Conference on Information and Knowledge Management, Proceedings; vol. Part F131841).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    11 Scopus citations

  • Parallel array-Based single- and multi-Source breadth first searches on large dense graphs

    Kaufmann, M., Then, M., Kemper, A. & Neumann, T., 2017, Advances in Database Technology - EDBT 2017: 20th International Conference on Extending Database Technology, Proceedings. Mitschang, B., Markl, V., Bress, S., Andritsos, P., Sattler, K.-U. & Orlando, S. (eds.). OpenProceedings.org, p. 1-12 12 p. (Advances in Database Technology - EDBT; vol. 2017-March).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    8 Scopus citations

  • SQL- and operator-centric data analytics in relational main-Memory databases

    Passing, L., Then, M., Hubig, N., Lang, H., Schreier, M., Günnemann, S., Kemper, A. & Neumann, T., 2017, Advances in Database Technology - EDBT 2017: 20th International Conference on Extending Database Technology, Proceedings. Mitschang, B., Markl, V., Bress, S., Andritsos, P., Sattler, K.-U. & Orlando, S. (eds.). OpenProceedings.org, p. 84-95 12 p. (Advances in Database Technology - EDBT; vol. 2017-March).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    33 Scopus citations

  • The complete story of joins (in hyper)

    Neumann, T., Leis, V. & Kemper, A., 2017, Datenbanksysteme fur Business, Technologie und Web, BTW 2017 - 17. Fachtagung des GI-Fachbereichs "Datenbanken und Informationssysteme�, DBIS 2017, Proceedings. Mitschang, B., Nicklas, D., Leymann, F., Schoning, H., Herschel, M., Teubner, J. & Harder, T. (eds.). Gesellschaft fur Informatik (GI), p. 31-50 20 p. (Lecture Notes in Informatics (LNI), Proceedings - Series of the Gesellschaft fur Informatik (GI); vol. 265).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    7 Scopus citations

  • User nutrition modelling and recommendation - Balancing simplicity and complexity

    Schäfer, H., Elahi, M., Elsweiler, D., Groh, G., Harvey, M., Ludwig, B., Ricci, F. & Said, A., 9 Jul 2017, UMAP 2017 - Adjunct Publication of the 25th Conference on User Modeling, Adaptation and Personalization. Association for Computing Machinery, Inc, p. 93-96 4 p. (UMAP 2017 - Adjunct Publication of the 25th Conference on User Modeling, Adaptation and Personalization).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    16 Scopus citations
  • 2016

    Can an automated personalized nutrition assistance system successfully change nutrition behavior? - Study design

    Šahinagić, N., Leipold, N., Schaefer, H., Madenach, M., Böhm, M., Groh, G., Gedrich, K. & Krcmar, H., 2016, 2016 International Conference on Information Systems, ICIS 2016. Association for Information Systems, (2016 International Conference on Information Systems, ICIS 2016).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    8 Scopus citations

  • Conversational context helps improve mobile notification management

    Schulze, F. & Groh, G., 6 Sep 2016, Proceedings of the 18th International Conference on Human-Computer Interaction with Mobile Devices and Services, MobileHCI 2016. Association for Computing Machinery, Inc, p. 518-528 11 p. (Proceedings of the 18th International Conference on Human-Computer Interaction with Mobile Devices and Services, MobileHCI 2016).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    18 Scopus citations

  • Data Blocks: Hybrid OLTP and OLAP on compressed storage using both vectorization and compilation

    Lang, H., Mühlbauer, T., Funke, F., Boncz, P., Neumann, T. & Kemper, A., 26 Jun 2016, SIGMOD 2016 - Proceedings of the 2016 International Conference on Management of Data. Association for Computing Machinery, p. 311-326 16 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data; vol. 26-June-2016).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    112 Scopus citations

  • Evaluation of parallel graph loading techniques

    Then, M., Kaufmann, M., Kemper, A. & Neumann, T., 24 Jun 2016, Proceedings of the 4th International Workshop on Graph Data Management Experiences and Systems, GRADES 2016. Association for Computing Machinery, 2960418. (ACM International Conference Proceeding Series; vol. 24-June-2016).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations