Sebastian Michel

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 46

Top Venues

Saarland University (PHD)

Education History

Saarland University

PHD

Publications

Angjela Davitkova, Damjan Gjurovski, Sebastian Michel
Learning over Sets for Databases. EDBT (2024)
Damjan Gjurovski, Sebastian Michel
Tuple Bubbles: Learned Tuple Representations for Tunable Approximate Query Processing. aiDM@SIGMOD (2023)
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) (2023)
Patrick Hansert, Sebastian Michel
Schema-based Column Reordering for Dremel-encoded Data. BiDEDE@SIGMOD (2023)
Damjan Gjurovski, Sebastian Michel
Approximate Query Processing via Tuple Bubbles. CoRR (2022)
Patrick Hansert, Sebastian Michel
Ameliorating data compression and query performance through cracked Parquet. BiDEDE@SIGMOD (2022)
Angjela Davitkova, Damjan Gjurovski, Sebastian Michel
Compressing (Multidimensional) Learned Bloom Filters. CoRR (2022)
Nico Schäfer, Sebastian Michel
BETZE: Benchmarking Data Exploration Tools with (Almost) Zero Effort. ICDE (2022)
Angjela Davitkova, Damjan Gjurovski, Sebastian Michel
LMKG: Learned Models for Cardinality Estimation in Knowledge Graphs. EDBT (2022)
Damjan Gjurovski, Jan Heidemann, Sebastian Michel
Summarizing Edge-Device Data via Core Items. ADBIS (2022)
Nico Schäfer, Sebastian Michel
Utilizing Delta Trees for Efficient, Iterative Exploration and Transformation of Semi-Structured Contents. ICDE (2021)
Angjela Davitkova, Damjan Gjurovski, Sebastian Michel
LMKG: Learned Models for Cardinality Estimation in Knowledge Graphs. CoRR (2021)
Manuel Dossinger, Sebastian Michel
Optimizing Multiple Multi-Way Stream Joins. CoRR (2021)
Manuel Dossinger, Sebastian Michel
Optimizing Multiple Multi-Way Stream Joins. ICDE (2021)
Damjan Gjurovski, Sebastian Michel
Natural Joins for Schema-free Data. IEEE BigData (2021)
Angjela Davitkova, Evica Milchevski, Sebastian Michel
The ML-Index: A Multidimensional, Learned Index for Point, Range, and Nearest-Neighbor Queries. EDBT (2020)
Damjan Gjurovski, Sebastian Michel
Scaling Out Schema-free Stream Joins. ICDE (2020)
Nico Schäfer, Sebastian Michel
JODA: A Vertically Scalable, Lightweight JSON Processor for Big Data Transformations. ICDE (2020)
Evica Milchevski, Sebastian Michel
Distributed Similarity Joins over Top-K Rankings. EDBT (2020)
Nico Schäfer, Sebastian Michel
Partially Materializable Delta Trees for Efficient Data Wrangling of Semi-Structured Contents. EDBT (2020)
Sebastian Michel
Similarity Search and Data Exploration over Entity Rankings (Ähnlichkeitssuche und Datenexploration über Entitäts-Ranglisten). Grundlagen von Datenbanken (2019)
Manuel Dossinger, Sebastian Michel, Constantin Roudsarabi
CLASH: A High-Level Abstraction for Optimized, Multi-Way Stream Joins over Apache Storm. SIGMOD Conference (2019)
Manuel Dossinger, Sebastian Michel
Scaling Out Multi-Way Stream Joins using Optimized, Iterative Probing. IEEE BigData (2019)
Kiril Panev, Sebastian Michel
Concept and Computation of Ranking-based Dominance. Inf. Syst. 84 (2019)
Jéssica Andressa de Souza, Agma J. M. Traina, Sebastian Michel
Class-constraint similarity queries. SAC (2018)
Kiril Panev, Sebastian Michel
Exploring Pros and Cons of Ranked Entities with COMPETE. ExploreDB@SIGMOD/PODS (2018)
Sebastian Michel, Rainer Gemulla, Ralf Schenkel, Theo Härder
Editorial. Datenbank-Spektrum 18 (2) (2018)
Koninika Pal, Sebastian Michel
Learning interesting attributes for automated data categorization. SSDBM (2018)
Evica Milchevski, Fabian Neffgen, Sebastian Michel
Processing Class-Constraint K-NN Queries with MISP. WebDB (2018)
Manuel Hoffmann, Sebastian Michel
Scaling Out Continuous Multi-Way Theta-Joins. BeyondMR@SIGMOD (2017)
Kiril Panev, Sebastian Michel, Evica Milchevski, Koninika Pal
Exploring Databases via Reverse Engineering Ranking Queries with PALEO. BTW (2017)
Kiril Panev, Nico Weisenauer, Sebastian Michel
Reverse Engineering Top-k Join Queries. BTW (2017)
Koninika Pal, Sebastian Michel
Learning Interesting Categorical Attributes for Refined Data Exploration. CoRR (2017)
Koninika Pal, Sebastian Michel
LSH-Based Probabilistic Pruning of Inverted Indices for Sets and Ranked Lists. WebDB (2017)
Sebastian Michel
Playing Information LEGO at Large Scale. CIDR (2017)
Kiril Panev, Sebastian Michel
Reverse Engineering Top-k Database Queries with PALEO. EDBT (2016)
Fabian Reinartz, Koninika Pal, Sebastian Michel
Mining Entity Rankings. Datenbank-Spektrum 16 (1) (2016)
Kiril Panev, Evica Milchevski, Sebastian Michel
Computing similar entity rankings via reverse engineering of top-k database queries. ICDE Workshops (2016)
Koninika Pal, Sebastian Michel
A Data Mining Approach to Choosing Categorical Attributes for Ranked Lists. EDBT (2016)
Kiril Panev, Sebastian Michel, Evica Milchevski, Koninika Pal
Exploring Databases via Reverse Engineering Ranking Queries with PALEO. Proc. VLDB Endow. 9 (13) (2016)
Evica Milchevski, Sebastian Michel
Quantifying Likelihood of Change through Update Propagation across Top-k Rankings. EDBT (2016)
Koninika Pal, Sebastian Michel
Efficient Similarity Search across Top-k Lists under the Kendall's Tau Distance. SSDBM (2016)
Manuel Hoffmann, Evica Milchevski, Sebastian Michel
Playing LEGO with JSON: Probabilistic joins over attribute-value fragments. ICDE Workshops (2016)
Stefan Deßloch, Theo Härder, Sebastian Michel
Die Arbeitsgruppen für Datenbanken und Informationssysteme an der TU Kaiserslautern. Datenbank-Spektrum 16 (3) (2016)
Evica Milchevski, Sebastian Michel
ligDB - Online Query Processing Without (almost) any Storage. EDBT (2015)
Evica Milchevski, Avishek Anand, Sebastian Michel
The Sweet Spot between Inverted Indices and Metric-Space Indexing for Top-K-List Similarity Search. EDBT (2015)
Foteini Alvanaki, Sebastian Michel
Tracking set correlations at large scale. SIGMOD Conference (2014)
Koninika Pal, Sebastian Michel
An LSH Index for Computing Kendall's Tau over Top-k Lists. CoRR (2014)
Evica Ilieva, Sebastian Michel, Aleksandar Stupar
The essence of knowledge (bases) through entity rankings. CIKM (2013)
Aleksandar Stupar, Sebastian Michel
Automated educated guessing. ICDE Workshops (2013)
Aleksandar Stupar, Sebastian Michel
Benchmarking Soundtrack Recommendation Systems with SRBench. CoRR (2013)
Foteini Alvanaki, Sebastian Michel
A thin monitoring layer for top-k aggregation queries over a database. DBRank@VLDB (2013)
Foteini Alvanaki, Sebastian Michel
Scalable, continuous tracking of tag co-occurrences between short sets using (almost) disjoint tag partitions. DBSocial (2013)
Aleksandar Stupar, Sebastian Michel
SRbench-a benchmark for soundtrack recommendation systems. CIKM (2013)
Foteini Alvanaki, Evica Ilieva, Sebastian Michel, Aleksandar Stupar
Interesting event detection through hall of fame rankings. DBSocial (2013)
Aleksandar Stupar, Sebastian Michel
Being picky: processing top-k queries with set-defined selections. CIKM (2012)
Aleksandar Stupar, Sebastian Michel
Enhancing Locality Sensitive Hashing with Peek Probing and Nearest Neighbor Links. WebDB (2012)
Foteini Alvanaki, Sebastian Michel, Aleksandar Stupar
Building and Maintaining Halls of Fame over a Database CoRR (2012)
Christoph Pinkel, Foteini Alvanaki, Sebastian Michel
Sequoia - An Approach to Declarative Information Retrieval. Datenbank-Spektrum 12 (2) (2012)
Foteini Alvanaki, Sebastian Michel, Krithi Ramamritham, Gerhard Weikum
See what's enBlogue: real-time emergent topic identification in social media. EDBT (2012)
Parisa Haghani, Sebastian Michel, Karl Aberer
Efficient monitoring of personalized hot news over Web 2.0 streams. Comput. Sci. Res. Dev. 27 (1) (2012)
Chuancong Gao, Sebastian Michel
Top-k interesting phrase mining in ad-hoc collections using sequence pattern indexing. EDBT (2012)
Parisa Haghani, Sebastian Michel, Karl Aberer
Tracking Hot-k Items over Web 2.0 Streams. BTW (2011)
Aleksandar Stupar, Sebastian Michel
Picasso - to sing, you must close your eyes and draw. SIGIR (2011)
Foteini Alvanaki, Sebastian Michel, Krithi Ramamritham, Gerhard Weikum
EnBlogue: emergent topic detection in web 2.0 streams. SIGMOD Conference (2011)
Adriana Budura, Sebastian Michel, Karl Aberer
Efficient Interest Group Discovery in Social Networks using an Integrated Structure/Quality Index. BTW (2011)
Aleksandar Stupar, Sebastian Michel
PICASSO: automated soundtrack suggestion for multi-modal data. CIKM (2011)
Oana Jurca, Sebastian Michel, Alexandre Herrmann, Karl Aberer
Continuous query evaluation over distributed sensor networks. ICDE (2010)
Aleksandar Stupar, Sebastian Michel, Ralf Schenkel
RankReduce - Processing K-Nearest Neighbor Queries on Top of MapReduce. LSDS-IR@SIGIR (2010)
Parisa Haghani, Sebastian Michel, Karl Aberer
The gist of everything new: personalized top-k processing over web 2.0 streams. CIKM (2010)
Sebastian Michel, Ingmar Weber
Rethinking email message and people search. WWW (2009)
Thomas Neumann, Matthias Bender, Sebastian Michel, Ralf Schenkel, Peter Triantafillou, Gerhard Weikum
aggregation queries at large. Distributed Parallel Databases 26 (1) (2009)
Ali Salehi, Mehdi Riahi, Sebastian Michel, Karl Aberer
Knowing When to Slide - Efficient Scheduling for Sliding Window Processing. Mobile Data Management (2009)
Sebastian Michel, Gleb Skobeltsyn, Wai Gen Yee
Workshop on large-scale distributed systems for information retrieval. SIGIR Forum 43 (1) (2009)
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)
Parisa Haghani, Sebastian Michel, Karl Aberer
Evaluating top-k queries over incomplete data streams. CIKM (2009)
Adriana Budura, Sebastian Michel, Philippe Cudré-Mauroux, Karl Aberer
Neighborhood-Based Tag Prediction. ESWC (2009)
Sebastian Michel
Top-k Aggegation Queries in Large-Scale Distributed Systems. BTW (2009)
Oana Jurca, Sebastian Michel, Alexandre Herrmann, Karl Aberer
Processing publish/subscribe queries over distributed data streams. DEBS (2009)
Parisa Haghani, Sebastian Michel, Karl Aberer
Distributed similarity search in high dimensions using locality sensitive hashing. EDBT (2009)
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) (2008)
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) (2008)
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)
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)
Tom Crecelius, Mouna Kacimi, Sebastian Michel, Thomas Neumann, Josiane Xavier Parreira, Ralf Schenkel, Gerhard Weikum
Social recommendations at work. SIGIR (2008)
Josiane Xavier Parreira, Sebastian Michel, Gerhard Weikum
Efficiently Handling Dynamics in Distributed Link Based Authority Analysis. WISE (2008)
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)
Thomas Neumann, Matthias Bender, Sebastian Michel, Ralf Schenkel, Peter Triantafillou, Gerhard Weikum
Optimizing Distributed Top-k Queries. WISE (2008)
Parisa Haghani, Sebastian Michel, Philippe Cudré-Mauroux, Karl Aberer
LSH At Large - Distributed KNN Search in High Dimensions. WebDB (2008)
Nicholas Dawes, K. Ashwin Kumar, Sebastian Michel, Karl Aberer, Michael Lehning
Sensor Metadata Management and Its Application in Collaborative Environmental Research. eScience (2008)
Thomas Neumann, Sebastian Michel
Smooth Interpolating Histograms with Error Guarantees. BNCOD (2008)
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)
Thomas Neumann, Sebastian Michel
Algebraic Query Optimization for Distributed Top-k Queries. BTW (2007)
Sebastian Michel, Thomas Neumann
Search for the Best but Expect the Worst - Distributed Top-k Queries over Decreasing Aggregated Scores. WebDB (2007)
Matthias Bender, Sebastian Michel, Josiane Xavier Parreira, Tom Crecelius
P2P Web Search: Make It Light, Make It Fly (Demo). CIDR (2007)
Josiane Xavier Parreira, Sebastian Michel, Matthias Bender, Tom Crecelius, Gerhard Weikum
P2P Authority Analysis for Social Communities. VLDB (2007)
Josiane Xavier Parreira, Sebastian Michel, Gerhard Weikum
p2pDating: Real life inspired semantic overlay networks for Web search. Inf. Process. Manag. 43 (3) (2007)
Thomas Neumann, Sebastian Michel
Algebraic query optimization for distributed top-k queries. Inform. Forsch. Entwickl. 21 (3-4) (2007)
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) (2007)
Sebastian Michel, Josiane Xavier Parreira
Peer-to-Peer Information Search. SBBD (2007)

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Publication Activity (10 Years)

Top Topics

Top Venues

Sebastian Michel