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ORCIDSebastian Michel 0001
Person information
- affiliation: University of Kaiserslautern, Germany
Other persons with the same name
- Sebastian Michel 0002 — TU Dortmund, Germany
- Sebastian Michel 0003 — Coburg University, Germany
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2020 – today
- 2024
[j17]Patrick Hansert, Sebastian Michel:
Partition, Don't Sort! Compression Boosters for Cloud Data Ingestion Pipelines. Proc. VLDB Endow. 17(11): 3456-3469 (2024)- [c96]Angjela Davitkova, Damjan Gjurovski, Sebastian Michel:
Learning over Sets for Databases. EDBT 2024: 68-80 - [i9]Damjan Gjurovski, Angjela Davitkova, Sebastian Michel:
Grid-AR: A Grid-based Booster for Learned Cardinality Estimation and Range Joins. CoRR abs/2410.07895 (2024) - 2023
- [j16]Nico Schäfer, Damjan Gjurovski, Angjela Davitkova, Sebastian Michel:
To UDFs and Beyond: Demonstration of a Fully Decomposed Data Processor for General Data Wrangling Tasks. Proc. VLDB Endow. 16(12): 4018-4021 (2023) - [c95]Damjan Gjurovski
, Sebastian Michel:
Tuple Bubbles: Learned Tuple Representations for Tunable Approximate Query Processing. aiDM@SIGMOD 2023: 2:1-2:9 - [c94]Patrick Hansert, Sebastian Michel:
Schema-based Column Reordering for Dremel-encoded Data. BiDEDE@SIGMOD 2023: 2:1-2:7 - 2022
- [c93]Damjan Gjurovski, Jan Heidemann, Sebastian Michel:
Summarizing Edge-Device Data via Core Items. ADBIS 2022: 133-147 - [c92]Patrick Hansert, Sebastian Michel:
Ameliorating data compression and query performance through cracked Parquet. BiDEDE@SIGMOD 2022: 6:1-6:7 - [c91]Angjela Davitkova, Damjan Gjurovski, Sebastian Michel:
LMKG: Learned Models for Cardinality Estimation in Knowledge Graphs. EDBT 2022: 2:169-2:182 - [c90]Nico Schäfer, Sebastian Michel:
BETZE: Benchmarking Data Exploration Tools with (Almost) Zero Effort. ICDE 2022: 2385-2398 - [i8]Angjela Davitkova, Damjan Gjurovski, Sebastian Michel:
Compressing (Multidimensional) Learned Bloom Filters. CoRR abs/2208.03029 (2022) - [i7]Damjan Gjurovski, Sebastian Michel:
Approximate Query Processing via Tuple Bubbles. CoRR abs/2212.10150 (2022) - 2021
- [c89]Damjan Gjurovski, Sebastian Michel:
Natural Joins for Schema-free Data. IEEE BigData 2021: 2372-2380 - [c88]Nico Schäfer, Sebastian Michel:
Utilizing Delta Trees for Efficient, Iterative Exploration and Transformation of Semi-Structured Contents. ICDE 2021: 1895-1900 - [c87]Manuel Dossinger, Sebastian Michel:
Optimizing Multiple Multi-Way Stream Joins. ICDE 2021: 1985-1990 - [i6]Angjela Davitkova, Damjan Gjurovski, Sebastian Michel:
LMKG: Learned Models for Cardinality Estimation in Knowledge Graphs. CoRR abs/2102.10588 (2021) - [i5]Manuel Dossinger, Sebastian Michel:
Optimizing Multiple Multi-Way Stream Joins. CoRR abs/2104.07742 (2021) - 2020
- [c86]Evica Milchevski, Sebastian Michel:
Distributed Similarity Joins over Top-K Rankings. EDBT 2020: 205-216 - [c85]Nico Schäfer, Sebastian Michel:
Partially Materializable Delta Trees for Efficient Data Wrangling of Semi-Structured Contents. EDBT 2020: 399-402 - [c84]Angjela Davitkova, Evica Milchevski, Sebastian Michel:
The ML-Index: A Multidimensional, Learned Index for Point, Range, and Nearest-Neighbor Queries. EDBT 2020: 407-410 - [c83]Damjan Gjurovski, Sebastian Michel:
Scaling Out Schema-free Stream Joins. ICDE 2020: 805-816 - [c82]Nico Schäfer, Sebastian Michel:
JODA: A Vertically Scalable, Lightweight JSON Processor for Big Data Transformations. ICDE 2020: 1726-1729
2010 – 2019
- 2019
- [j15]Kiril Panev, Sebastian Michel:
Concept and Computation of Ranking-based Dominance. Inf. Syst. 84: 174-188 (2019) - [c81]Manuel Dossinger, Sebastian Michel:
Scaling Out Multi-Way Stream Joins using Optimized, Iterative Probing. IEEE BigData 2019: 449-456 - [c80]Sebastian Michel:
Similarity Search and Data Exploration over Entity Rankings (Ähnlichkeitssuche und Datenexploration über Entitäts-Ranglisten). Grundlagen von Datenbanken 2019: 1 - [c79]Manuel Dossinger, Sebastian Michel, Constantin Roudsarabi:
CLASH: A High-Level Abstraction for Optimized, Multi-Way Stream Joins over Apache Storm. SIGMOD Conference 2019: 1897-1900 - 2018
- [j14]Sebastian Michel, Rainer Gemulla, Ralf Schenkel, Theo Härder:
Editorial. Datenbank-Spektrum 18(2): 75-77 (2018) - [c78]Jéssica Andressa de Souza, Agma J. M. Traina, Sebastian Michel:
Class-constraint similarity queries. SAC 2018: 549-556 - [c77]Kiril Panev, Sebastian Michel:
Exploring Pros and Cons of Ranked Entities with COMPETE. ExploreDB@SIGMOD/PODS 2018: 6:1-6:6 - [c76]Koninika Pal, Sebastian Michel:
Learning interesting attributes for automated data categorization. SSDBM 2018: 9:1-9:12 - [c75]Evica Milchevski, Fabian Neffgen, Sebastian Michel:
Processing Class-Constraint K-NN Queries with MISP. WebDB 2018: 2:1-2:6 - 2017
- [c74]Kiril Panev, Nico Weisenauer, Sebastian Michel:
Reverse Engineering Top-k Join Queries. BTW 2017: 61-80 - [c73]Kiril Panev, Sebastian Michel, Evica Milchevski, Koninika Pal:
Exploring Databases via Reverse Engineering Ranking Queries with PALEO. BTW 2017: 617 - [c72]Sebastian Michel:
Playing Information LEGO at Large Scale. CIDR 2017 - [c71]Manuel Hoffmann, Sebastian Michel:
Scaling Out Continuous Multi-Way Theta-Joins. BeyondMR@SIGMOD 2017: 8:1-8:4 - [c70]Koninika Pal, Sebastian Michel:
LSH-Based Probabilistic Pruning of Inverted Indices for Sets and Ranked Lists. WebDB 2017: 23-28 - [i4]Koninika Pal, Sebastian Michel:
Learning Interesting Categorical Attributes for Refined Data Exploration. CoRR abs/1711.10933 (2017) - 2016
- [j13]Fabian Reinartz, Koninika Pal, Sebastian Michel:
Mining Entity Rankings. Datenbank-Spektrum 16(1): 27-38 (2016) - [j12]Stefan Deßloch, Theo Härder, Sebastian Michel:
Die Arbeitsgruppen für Datenbanken und Informationssysteme an der TU Kaiserslautern. Datenbank-Spektrum 16(3): 237-245 (2016) - [j11]Kiril Panev, Sebastian Michel, Evica Milchevski, Koninika Pal:
Exploring Databases via Reverse Engineering Ranking Queries with PALEO. Proc. VLDB Endow. 9(13): 1525-1528 (2016) - [c69]Kiril Panev, Sebastian Michel:
Reverse Engineering Top-k Database Queries with PALEO. EDBT 2016: 113-124 - [c68]Evica Milchevski, Sebastian Michel:
Quantifying Likelihood of Change through Update Propagation across Top-k Rankings. EDBT 2016: 660-661 - [c67]Koninika Pal, Sebastian Michel:
A Data Mining Approach to Choosing Categorical Attributes for Ranked Lists. EDBT 2016: 664-665 - [c66]Manuel Hoffmann, Evica Milchevski, Sebastian Michel:
Playing LEGO with JSON: Probabilistic joins over attribute-value fragments. ICDE Workshops 2016: 173-180 - [c65]Kiril Panev, Evica Milchevski, Sebastian Michel:
Computing similar entity rankings via reverse engineering of top-k database queries. ICDE Workshops 2016: 181-188 - [c64]Koninika Pal, Sebastian Michel:
Efficient Similarity Search across Top-k Lists under the Kendall's Tau Distance. SSDBM 2016: 6:1-6:12 - 2015
- [c63]Evica Milchevski, Avishek Anand, Sebastian Michel:
The Sweet Spot between Inverted Indices and Metric-Space Indexing for Top-K-List Similarity Search. EDBT 2015: 253-264 - [c62]Evica Milchevski, Sebastian Michel:
ligDB - Online Query Processing Without (almost) any Storage. EDBT 2015: 683-688 - 2014
- [c61]Foteini Alvanaki, Sebastian Michel:
Tracking set correlations at large scale. SIGMOD Conference 2014: 1507-1518 - [i3]Koninika Pal, Sebastian Michel:
An LSH Index for Computing Kendall's Tau over Top-k Lists. CoRR abs/1409.0651 (2014) - 2013
- [c60]Evica Ilieva, Sebastian Michel, Aleksandar Stupar:
The essence of knowledge (bases) through entity rankings. CIKM 2013: 1537-1540 - [c59]Aleksandar Stupar, Sebastian Michel:
SRbench-a benchmark for soundtrack recommendation systems. CIKM 2013: 2285-2290 - [c58]Foteini Alvanaki, Evica Ilieva, Sebastian Michel, Aleksandar Stupar:
Interesting event detection through hall of fame rankings. DBSocial 2013: 7-12 - [c57]Foteini Alvanaki, Sebastian Michel:
Scalable, continuous tracking of tag co-occurrences between short sets using (almost) disjoint tag partitions. DBSocial 2013: 49-54 - [c56]Aleksandar Stupar, Sebastian Michel:
Automated educated guessing. ICDE Workshops 2013: 19-20 - [c55]Foteini Alvanaki, Sebastian Michel:
A thin monitoring layer for top-k aggregation queries over a database. DBRank@VLDB 2013: 3:1-3:6 - [i2]Aleksandar Stupar, Sebastian Michel:
Benchmarking Soundtrack Recommendation Systems with SRBench. CoRR abs/1308.1224 (2013) - 2012
- [j10]Christoph Pinkel, Foteini Alvanaki, Sebastian Michel:
Sequoia - An Approach to Declarative Information Retrieval. Datenbank-Spektrum 12(2): 101-108 (2012) - [j9]Parisa Haghani, Sebastian Michel, Karl Aberer:
Efficient monitoring of personalized hot news over Web 2.0 streams. Comput. Sci. Res. Dev. 27(1): 81-92 (2012) - [c54]Aleksandar Stupar, Sebastian Michel:
Being picky: processing top-k queries with set-defined selections. CIKM 2012: 912-921 - [c53]Chuancong Gao, Sebastian Michel:
Top-k interesting phrase mining in ad-hoc collections using sequence pattern indexing. EDBT 2012: 264-275 - [c52]Foteini Alvanaki, Sebastian Michel, Krithi Ramamritham, Gerhard Weikum:
See what's enBlogue: real-time emergent topic identification in social media. EDBT 2012: 336-347 - [c51]Aleksandar Stupar, Sebastian Michel:
Enhancing Locality Sensitive Hashing with Peek Probing and Nearest Neighbor Links. WebDB 2012: 37-42 - [i1]Foteini Alvanaki, Sebastian Michel, Aleksandar Stupar:
Building and Maintaining Halls of Fame over a Database. CoRR abs/1208.1231 (2012) - 2011
- [c50]Parisa Haghani, Sebastian Michel, Karl Aberer:
Tracking Hot-k Items over Web 2.0 Streams. BTW 2011: 105-122 - [c49]Adriana Budura, Sebastian Michel, Karl Aberer:
Efficient Interest Group Discovery in Social Networks using an Integrated Structure/Quality Index. BTW 2011: 367-378 - [c48]Aleksandar Stupar, Sebastian Michel:
PICASSO: automated soundtrack suggestion for multi-modal data. CIKM 2011: 2589-2592 - [c47]Aleksandar Stupar, Sebastian Michel:
Picasso - to sing, you must close your eyes and draw. SIGIR 2011: 715-724 - [c46]Foteini Alvanaki, Sebastian Michel, Krithi Ramamritham, Gerhard Weikum:
EnBlogue: emergent topic detection in web 2.0 streams. SIGMOD Conference 2011: 1271-1274 - 2010
- [c45]Parisa Haghani, Sebastian Michel, Karl Aberer:
The gist of everything new: personalized top-k processing over web 2.0 streams. CIKM 2010: 489-498 - [c44]Oana Jurca, Sebastian Michel, Alexandre Herrmann, Karl Aberer:
Continuous query evaluation over distributed sensor networks. ICDE 2010: 912-923 - [c43]Aleksandar Stupar, Sebastian Michel, Ralf Schenkel:
RankReduce - Processing K-Nearest Neighbor Queries on Top of MapReduce. LSDS-IR@SIGIR 2010: 13-18
2000 – 2009
- 2009
- [j8]Thomas Neumann, Matthias Bender, Sebastian Michel, Ralf Schenkel, Peter Triantafillou, Gerhard Weikum:
Distributed top-k aggregation queries at large. Distributed Parallel Databases 26(1): 3-27 (2009) - [j7]Sebastian Michel, Gleb Skobeltsyn, Wai Gen Yee:
Workshop on large-scale distributed systems for information retrieval. SIGIR Forum 43(1): 42-48 (2009) - [c42]Sebastian Michel:
Top-k Aggegation Queries in Large-Scale Distributed Systems. BTW 2009: 418-427 - [c41]Parisa Haghani, Sebastian Michel, Karl Aberer:
Evaluating top-k queries over incomplete data streams. CIKM 2009: 877-886 - [c40]Oana Jurca, Sebastian Michel, Alexandre Herrmann, Karl Aberer:
Processing publish/subscribe queries over distributed data streams. DEBS 2009 - [c39]Parisa Haghani, Sebastian Michel, Karl Aberer:
Distributed similarity search in high dimensions using locality sensitive hashing. EDBT 2009: 744-755 - [c38]Adriana Budura, Sebastian Michel, Philippe Cudré-Mauroux, Karl Aberer:
Neighborhood-Based Tag Prediction. ESWC 2009: 608-622 - [c37]Sebastian Michel, Ali Salehi, Liqian Luo, Nicholas Dawes, Karl Aberer, Guillermo Barrenetxea, Mathias Bavay, Aman Kansal, K. Ashwin Kumar, Suman Nath, Marc Parlange, Stewart Tansley, Catharine van Ingen, Feng Zhao, Yongluan Zhou:
Environmental Monitoring 2.0. ICDE 2009: 1507-1510 - [c36]Ali Salehi, Mehdi Riahi, Sebastian Michel, Karl Aberer:
Knowing When to Slide - Efficient Scheduling for Sliding Window Processing. Mobile Data Management 2009: 202-211 - [c35]Sebastian Michel, Ingmar Weber:
Rethinking email message and people search. WWW 2009: 1107-1108 - 2008
- [j6]Tom Crecelius, Mouna Kacimi, Sebastian Michel, Thomas Neumann, Josiane Xavier Parreira, Ralf Schenkel, Gerhard Weikum:
Making SENSE: socially enhanced search and exploration. Proc. VLDB Endow. 1(2): 1480-1483 (2008) - [j5]Josiane Xavier Parreira, Carlos Castillo, Debora Donato, Sebastian Michel, Gerhard Weikum:
The Juxtaposed approximate PageRank method for robust PageRank approximation in a peer-to-peer web search network. VLDB J. 17(2): 291-313 (2008) - [c34]Thomas Neumann, Sebastian Michel:
Smooth Interpolating Histograms with Error Guarantees. BNCOD 2008: 126-138 - [c33]Nicholas Dawes, K. Ashwin Kumar, Sebastian Michel, Karl Aberer, Michael Lehning:
Sensor Metadata Management and Its Application in Collaborative Environmental Research. eScience 2008: 143-150 - [c32]Matthias Bender, Tom Crecelius, Mouna Kacimi, Sebastian Michel, Thomas Neumann, Josiane Xavier Parreira, Ralf Schenkel, Gerhard Weikum:
Exploiting social relations for query expansion and result ranking. ICDE Workshops 2008: 501-506 - [c31]Ralf Schenkel, Tom Crecelius, Mouna Kacimi, Sebastian Michel, Thomas Neumann, Josiane Xavier Parreira, Gerhard Weikum:
Efficient top-k querying over social-tagging networks. SIGIR 2008: 523-530 - [c30]Adriana Budura, Sebastian Michel, Philippe Cudré-Mauroux, Karl Aberer:
To tag or not to tag -: harvesting adjacent metadata in large-scale tagging systems. SIGIR 2008: 733-734 - [c29]Tom Crecelius, Mouna Kacimi, Sebastian Michel, Thomas Neumann, Josiane Xavier Parreira, Ralf Schenkel, Gerhard Weikum:
Social recommendations at work. SIGIR 2008: 884 - [c28]Parisa Haghani, Sebastian Michel, Philippe Cudré-Mauroux, Karl Aberer:
LSH At Large - Distributed KNN Search in High Dimensions. WebDB 2008 - [c27]Sheila Kinsella, Adriana Budura, Gleb Skobeltsyn, Sebastian Michel, John G. Breslin, Karl Aberer:
From Web 1.0 to Web 2.0 and back -: how did your grandma use to tag? WIDM 2008: 79-86 - [c26]Josiane Xavier Parreira, Sebastian Michel, Gerhard Weikum:
Efficiently Handling Dynamics in Distributed Link Based Authority Analysis. WISE 2008: 36-49 - [c25]Thomas Neumann, Matthias Bender, Sebastian Michel, Ralf Schenkel, Peter Triantafillou, Gerhard Weikum:
Optimizing Distributed Top-k Queries. WISE 2008: 337-349 - [e1]Sebastian Michel, Gleb Skobeltsyn, Wai Gen Yee:
Proceeding of the 2008 ACM Workshop on Large-Scale Distributed Systems for Information Retrieval, LSDS-IR 2008, Napa Valley, California, USA, October 30, 2008. ACM 2008, ISBN 978-1-60558-254-2 [contents] - 2007
- [b1]Sebastian Michel:
Top-k aggregation queries in large-scale distributed systems. Saarland University, 2007 - [j4]Matthias Bender, Tom Crecelius, Mouna Kacimi, Sebastian Michel, Josiane Xavier Parreira, Gerhard Weikum:
Peer-to-Peer Information Search: Semantic, Social, or Spiritual? IEEE Data Eng. Bull. 30(2): 51-60 (2007) - [j3]Thomas Neumann, Sebastian Michel:
Algebraic query optimization for distributed top-k queries. Inform. Forsch. Entwickl. 21(3-4): 197-211 (2007) - [j2]Josiane Xavier Parreira, Sebastian Michel, Gerhard Weikum:
p2pDating: Real life inspired semantic overlay networks for Web search. Inf. Process. Manag. 43(3): 643-664 (2007) - [c24]Thomas Neumann, Sebastian Michel:
Algebraic Query Optimization for Distributed Top-k Queries. BTW 2007: 324-343 - [c23]Matthias Bender, Sebastian Michel, Josiane Xavier Parreira, Tom Crecelius:
P2P Web Search: Make It Light, Make It Fly (Demo). CIDR 2007: 164-168 - [c22]Sebastian Michel, Josiane Xavier Parreira:
Peer-to-Peer Information Search. SBBD 2007: 391 - [c21]Josiane Xavier Parreira, Sebastian Michel, Matthias Bender, Tom Crecelius, Gerhard Weikum:
P2P Authority Analysis for Social Communities. VLDB 2007: 1398-1401 - [c20]Sebastian Michel, Thomas Neumann:
Search for the Best but Expect the Worst - Distributed Top-k Queries over Decreasing Aggregated Scores. WebDB 2007 - 2006
- [c19]Josiane Xavier Parreira, Sebastian Michel, Matthias Bender:
Size doesn't always matter: exploiting pageRank for query routing in distributed IR. P2PIR@CIKM 2006: 25-32 - [c18]Sebastian Michel, Matthias Bender, Nikos Ntarmos, Peter Triantafillou, Gerhard Weikum, Christian Zimmer:
Discovering and exploiting keyword and attribute-value co-occurrences to improve P2P routing indices. CIKM 2006: 172-181 - [c17]Matthias Bender, Sebastian Michel, Sebastian Parkitny, Gerhard Weikum:
A Comparative Study of Pub/Sub Methods in Structured P2P Networks. DBISP2P 2006: 385-396 - [c16]Sebastian Michel, Matthias Bender, Peter Triantafillou, Gerhard Weikum:
IQN Routing: Integrating Quality and Novelty in P2P Querying and Ranking. EDBT 2006: 149-166 - [c15]Thomas Neumann, Matthias Bender, Sebastian Michel, Gerhard Weikum:
A Reproducible Benchmark for P2P Retrieval. ExpDB 2006: 1-8 - [c14]Matthias Bender, Sebastian Michel, Gerhard Weikum:
P2P Directories for Distributed Web Search: From Each According to His Ability, to Each According to His Needs. ICDE Workshops 2006: 51 - [c13]Matthias Bender, Sebastian Michel, Peter Triantafillou, Gerhard Weikum, Christian Zimmer:
P2P Content Search: Give the Web Back to the People. IPTPS 2006 - [c12]Josiane Xavier Parreira, Debora Donato, Sebastian Michel, Gerhard Weikum:
Efficient and Decentralized PageRank Approximation in a Peer-to-Peer Web Search Network. VLDB 2006: 415-426 - [c11]Matthias Bender, Sebastian Michel, Peter Triantafillou, Gerhard Weikum:
Global Document Frequency Estimation in Peer-to-Peer Web Search. WebDB 2006 - 2005
- [j1]Matthias Bender, Sebastian Michel, Gerhard Weikum, Christian Zimmer:
Das MINERVA-Projekt: Datenbankselektion für Peer-to-Peer-Websuche. Inform. Forsch. Entwickl. 20(3): 152-166 (2005) - [c10]Matthias Bender, Sebastian Michel, Gerhard Weikum, Christian Zimmer:
The MINERVA Project: Database Selection in the Context of P2P Search. BTW 2005: 125-144 - [c9]Sergey Chernov, Pavel Serdyukov, Matthias Bender, Sebastian Michel, Gerhard Weikum, Christian Zimmer:
Database Selection and Result Merging in P2P Web Search. DBISP2P 2005: 26-37 - [c8]Sebastian Michel, Peter Triantafillou, Gerhard Weikum:
MINERVAinfinity: A Scalable Efficient Peer-to-Peer Search Engine. Middleware 2005: 60-81 - [c7]Odysseas Papapetrou, Sebastian Michel, Matthias Bender, Gerhard Weikum:
On the Usage of Global Document Occurrences in Peer-to-Peer Information Systems. OTM Conferences (1) 2005: 310-328 - [c6]Matthias Bender, Sebastian Michel, Peter Triantafillou, Gerhard Weikum, Christian Zimmer:
Improving collection selection with overlap awareness in P2P search engines. SIGIR 2005: 67-74 - [c5]Sebastian Michel, Peter Triantafillou, Gerhard Weikum:
KLEE: A Framework for Distributed Top-k Query Algorithms. VLDB 2005: 637-648 - [c4]Matthias Bender, Sebastian Michel, Peter Triantafillou, Gerhard Weikum, Christian Zimmer:
MINERVA: Collaborative P2P Search. VLDB 2005: 1263-1266 - 2004
- [c3]Matthias Bender, Sebastian Michel, Christian Zimmer, Gerhard Weikum:
Towards Collaborative Search in Digital Libraries Using Peer-to-Peer Technology. DELOS 2004: 61-72 - [c2]Matthias Bender, Sebastian Michel, Christian Zimmer, Gerhard Weikum:
The MINERVAMinerva is the Roman goddess of science, wisdom, and learning. Project: Towards Collaborative Search in Digital Libraries Using Peer-to-Peer Technology. DELOS 2004: 80-95 - [c1]Matthias Bender, Sebastian Michel, Gerhard Weikum, Christian Zimmer:
Bookmark-driven Query Routing in Peer-to-Peer Web Search. Workshop on Peer-to-Peer Information Retrieval 2004
Coauthor Index