Sebastian Michel

127 papers A* 17A 10B 20C 1Misc 9Journal 28Unranked 40

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Automated Training of Learned Database Components with Generative AI. CoRR Angjela Davitkova, Sebastian Michel
2025	Misc	`conf`	Generating Federated REST API Servers. BTW Patrick Hansert, Bozhou Bai, Ngoc Anh Le, Sebastian Michel
2025	J	`jnl`	The Case for Intent-Based Query Rewriting. CoRR Gianna Lisa Nicolai, Patrick Hansert, Sebastian Michel
2024	J	`jnl`	Grid-AR: A Grid-based Booster for Learned Cardinality Estimation and Range Joins. CoRR Damjan Gjurovski, Angjela Davitkova, Sebastian Michel
2024	B	`conf`	Learning over Sets for Databases. EDBT Angjela Davitkova, Damjan Gjurovski, Sebastian Michel
2024	J	`jnl`	Partition, Don't Sort! Compression Boosters for Cloud Data Ingestion Pipelines. Proc. VLDB Endow. Patrick Hansert, Sebastian Michel
2023	—	`conf`	Schema-based Column Reordering for Dremel-encoded Data. BiDEDE@SIGMOD Patrick Hansert, Sebastian Michel
2023	J	`jnl`	To UDFs and Beyond: Demonstration of a Fully Decomposed Data Processor for General Data Wrangling Tasks. Proc. VLDB Endow. Nico Schäfer, Damjan Gjurovski, Angjela Davitkova, Sebastian Michel
2023	—	`conf`	Tuple Bubbles: Learned Tuple Representations for Tunable Approximate Query Processing. aiDM@SIGMOD Damjan Gjurovski, Sebastian Michel
2022	—	`conf`	Ameliorating data compression and query performance through cracked Parquet. BiDEDE@SIGMOD Patrick Hansert, Sebastian Michel
2022	J	`jnl`	Approximate Query Processing via Tuple Bubbles. CoRR Damjan Gjurovski, Sebastian Michel
2022	A*	`conf`	BETZE: Benchmarking Data Exploration Tools with (Almost) Zero Effort. ICDE Nico Schäfer, Sebastian Michel
2022	J	`jnl`	Compressing (Multidimensional) Learned Bloom Filters. CoRR Angjela Davitkova, Damjan Gjurovski, Sebastian Michel
2022	B	`conf`	LMKG: Learned Models for Cardinality Estimation in Knowledge Graphs. EDBT Angjela Davitkova, Damjan Gjurovski, Sebastian Michel
2022	C	`conf`	Summarizing Edge-Device Data via Core Items. ADBIS Damjan Gjurovski, Jan Heidemann, Sebastian Michel
2021	J	`jnl`	LMKG: Learned Models for Cardinality Estimation in Knowledge Graphs. CoRR Angjela Davitkova, Damjan Gjurovski, Sebastian Michel
2021	—	`conf`	Natural Joins for Schema-free Data. IEEE BigData Damjan Gjurovski, Sebastian Michel
2021	A*	`conf`	Optimizing Multiple Multi-Way Stream Joins. ICDE Manuel Dossinger, Sebastian Michel
2021	J	`jnl`	Optimizing Multiple Multi-Way Stream Joins. CoRR Manuel Dossinger, Sebastian Michel
2021	A*	`conf`	Utilizing Delta Trees for Efficient, Iterative Exploration and Transformation of Semi-Structured Contents. ICDE Nico Schäfer, Sebastian Michel
2020	B	`conf`	Distributed Similarity Joins over Top-K Rankings. EDBT Evica Milchevski, Sebastian Michel
2020	A*	`conf`	JODA: A Vertically Scalable, Lightweight JSON Processor for Big Data Transformations. ICDE Nico Schäfer, Sebastian Michel
2020	B	`conf`	Partially Materializable Delta Trees for Efficient Data Wrangling of Semi-Structured Contents. EDBT Nico Schäfer, Sebastian Michel
2020	A*	`conf`	Scaling Out Schema-free Stream Joins. ICDE Damjan Gjurovski, Sebastian Michel
2020	B	`conf`	The ML-Index: A Multidimensional, Learned Index for Point, Range, and Nearest-Neighbor Queries. EDBT Angjela Davitkova, Evica Milchevski, Sebastian Michel
2019	—	`conf`	CLASH: A High-Level Abstraction for Optimized, Multi-Way Stream Joins over Apache Storm. SIGMOD Conference Manuel Dossinger, Sebastian Michel, Constantin Roudsarabi
2019	J	`jnl`	Concept and Computation of Ranking-based Dominance. Inf. Syst. Kiril Panev, Sebastian Michel
2019	—	`conf`	Scaling Out Multi-Way Stream Joins using Optimized, Iterative Probing. IEEE BigData Manuel Dossinger, Sebastian Michel
2019	—	`conf`	Similarity Search and Data Exploration over Entity Rankings (Ähnlichkeitssuche und Datenexploration über Entitäts-Ranglisten). Grundlagen von Datenbanken Sebastian Michel
2018	Misc	`conf`	Class-constraint similarity queries. SAC Jéssica Andressa de Souza, Agma J. M. Traina, Sebastian Michel
2018	J	`jnl`	Editorial. Datenbank-Spektrum Sebastian Michel, Rainer Gemulla, Ralf Schenkel, Theo Härder
2018	—	`conf`	Exploring Pros and Cons of Ranked Entities with COMPETE. ExploreDB@SIGMOD/PODS Kiril Panev, Sebastian Michel
2018	B	`conf`	Learning interesting attributes for automated data categorization. SSDBM Koninika Pal, Sebastian Michel
2018	—	`conf`	Processing Class-Constraint K-NN Queries with MISP. WebDB Evica Milchevski, Fabian Neffgen, Sebastian Michel
2017	Misc	`conf`	Exploring Databases via Reverse Engineering Ranking Queries with PALEO. BTW Kiril Panev, Sebastian Michel, Evica Milchevski, Koninika Pal
2017	—	`conf`	LSH-Based Probabilistic Pruning of Inverted Indices for Sets and Ranked Lists. WebDB Koninika Pal, Sebastian Michel
2017	J	`jnl`	Learning Interesting Categorical Attributes for Refined Data Exploration. CoRR Koninika Pal, Sebastian Michel
2017	A	`conf`	Playing Information LEGO at Large Scale. CIDR Sebastian Michel
2017	Misc	`conf`	Reverse Engineering Top-k Join Queries. BTW Kiril Panev, Nico Weisenauer, Sebastian Michel
2017	—	`conf`	Scaling Out Continuous Multi-Way Theta-Joins. BeyondMR@SIGMOD Manuel Hoffmann, Sebastian Michel
2016	B	`conf`	A Data Mining Approach to Choosing Categorical Attributes for Ranked Lists. EDBT Koninika Pal, Sebastian Michel
2016	—	`conf`	Computing similar entity rankings via reverse engineering of top-k database queries. ICDE Workshops Kiril Panev, Evica Milchevski, Sebastian Michel
2016	J	`jnl`	Die Arbeitsgruppen für Datenbanken und Informationssysteme an der TU Kaiserslautern. Datenbank-Spektrum Stefan Deßloch, Theo Härder, Sebastian Michel
2016	B	`conf`	Efficient Similarity Search across Top-k Lists under the Kendall's Tau Distance. SSDBM Koninika Pal, Sebastian Michel
2016	J	`jnl`	Exploring Databases via Reverse Engineering Ranking Queries with PALEO. Proc. VLDB Endow. Kiril Panev, Sebastian Michel, Evica Milchevski, Koninika Pal
2016	J	`jnl`	Mining Entity Rankings. Datenbank-Spektrum Fabian Reinartz, Koninika Pal, Sebastian Michel
2016	—	`conf`	Playing LEGO with JSON: Probabilistic joins over attribute-value fragments. ICDE Workshops Manuel Hoffmann, Evica Milchevski, Sebastian Michel
2016	B	`conf`	Quantifying Likelihood of Change through Update Propagation across Top-k Rankings. EDBT Evica Milchevski, Sebastian Michel
2016	B	`conf`	Reverse Engineering Top-k Database Queries with PALEO. EDBT Kiril Panev, Sebastian Michel
2015	B	`conf`	The Sweet Spot between Inverted Indices and Metric-Space Indexing for Top-K-List Similarity Search. EDBT Evica Milchevski, Avishek Anand, Sebastian Michel
2015	B	`conf`	ligDB - Online Query Processing Without (almost) any Storage. EDBT Evica Milchevski, Sebastian Michel
2014	J	`jnl`	An LSH Index for Computing Kendall's Tau over Top-k Lists. CoRR Koninika Pal, Sebastian Michel
2014	—	`conf`	Tracking set correlations at large scale. SIGMOD Conference Foteini Alvanaki, Sebastian Michel
2013	—	`conf`	A thin monitoring layer for top-k aggregation queries over a database. DBRank@VLDB Foteini Alvanaki, Sebastian Michel
2013	—	`conf`	Automated educated guessing. ICDE Workshops Aleksandar Stupar, Sebastian Michel
2013	J	`jnl`	Benchmarking Soundtrack Recommendation Systems with SRBench. CoRR Aleksandar Stupar, Sebastian Michel
2013	—	`conf`	Interesting event detection through hall of fame rankings. DBSocial Foteini Alvanaki, Evica Ilieva, Sebastian Michel, Aleksandar Stupar
2013	A	`conf`	SRbench-a benchmark for soundtrack recommendation systems. CIKM Aleksandar Stupar, Sebastian Michel
2013	—	`conf`	Scalable, continuous tracking of tag co-occurrences between short sets using (almost) disjoint tag partitions. DBSocial Foteini Alvanaki, Sebastian Michel
2013	A	`conf`	The essence of knowledge (bases) through entity rankings. CIKM Evica Ilieva, Sebastian Michel, Aleksandar Stupar
2012	A	`conf`	Being picky: processing top-k queries with set-defined selections. CIKM Aleksandar Stupar, Sebastian Michel
2012	J	`jnl`	Building and Maintaining Halls of Fame over a Database CoRR Foteini Alvanaki, Sebastian Michel, Aleksandar Stupar
2012	J	`jnl`	Efficient monitoring of personalized hot news over Web 2.0 streams. Comput. Sci. Res. Dev. Parisa Haghani, Sebastian Michel, Karl Aberer
2012	—	`conf`	Enhancing Locality Sensitive Hashing with Peek Probing and Nearest Neighbor Links. WebDB Aleksandar Stupar, Sebastian Michel
2012	B	`conf`	See what's enBlogue: real-time emergent topic identification in social media. EDBT Foteini Alvanaki, Sebastian Michel, Krithi Ramamritham, Gerhard Weikum
2012	J	`jnl`	Sequoia - An Approach to Declarative Information Retrieval. Datenbank-Spektrum Christoph Pinkel, Foteini Alvanaki, Sebastian Michel
2012	B	`conf`	Top-k interesting phrase mining in ad-hoc collections using sequence pattern indexing. EDBT Chuancong Gao, Sebastian Michel
2011	Misc	`conf`	Efficient Interest Group Discovery in Social Networks using an Integrated Structure/Quality Index. BTW Adriana Budura, Sebastian Michel, Karl Aberer
2011	—	`conf`	EnBlogue: emergent topic detection in web 2.0 streams. SIGMOD Conference Foteini Alvanaki, Sebastian Michel, Krithi Ramamritham, Gerhard Weikum
2011	A	`conf`	PICASSO: automated soundtrack suggestion for multi-modal data. CIKM Aleksandar Stupar, Sebastian Michel
2011	A*	`conf`	Picasso - to sing, you must close your eyes and draw. SIGIR Aleksandar Stupar, Sebastian Michel
2011	Misc	`conf`	Tracking Hot-k Items over Web 2.0 Streams. BTW Parisa Haghani, Sebastian Michel, Karl Aberer
2010	A*	`conf`	Continuous query evaluation over distributed sensor networks. ICDE Oana Jurca, Sebastian Michel, Alexandre Herrmann, Karl Aberer
2010	—	`conf`	RankReduce - Processing K-Nearest Neighbor Queries on Top of MapReduce. LSDS-IR@SIGIR Aleksandar Stupar, Sebastian Michel, Ralf Schenkel
2010	A	`conf`	The gist of everything new: personalized top-k processing over web 2.0 streams. CIKM Parisa Haghani, Sebastian Michel, Karl Aberer
2009	B	`conf`	Distributed similarity search in high dimensions using locality sensitive hashing. EDBT Parisa Haghani, Sebastian Michel, Karl Aberer
2009	J	`jnl`	Distributed top- Distributed Parallel Databases Thomas Neumann, Matthias Bender, Sebastian Michel, Ralf Schenkel, Peter Triantafillou, Gerhard Weikum
2009	A*	`conf`	Environmental Monitoring 2.0. ICDE 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
2009	A	`conf`	Evaluating top-k queries over incomplete data streams. CIKM Parisa Haghani, Sebastian Michel, Karl Aberer
2009	B	`conf`	Knowing When to Slide - Efficient Scheduling for Sliding Window Processing. Mobile Data Management Ali Salehi, Mehdi Riahi, Sebastian Michel, Karl Aberer
2009	B	`conf`	Neighborhood-Based Tag Prediction. ESWC Adriana Budura, Sebastian Michel, Philippe Cudré-Mauroux, Karl Aberer
2009	—	`conf`	Processing publish/subscribe queries over distributed data streams. DEBS Oana Jurca, Sebastian Michel, Alexandre Herrmann, Karl Aberer
2009	A*	`conf`	Rethinking email message and people search. WWW Sebastian Michel, Ingmar Weber
2009	Misc	`conf`	Top-k Aggegation Queries in Large-Scale Distributed Systems. BTW Sebastian Michel
2009	J	`jnl`	Workshop on large-scale distributed systems for information retrieval. SIGIR Forum Sebastian Michel, Gleb Skobeltsyn, Wai Gen Yee
2008	A*	`conf`	Efficient top-k querying over social-tagging networks. SIGIR Ralf Schenkel, Tom Crecelius, Mouna Kacimi, Sebastian Michel, Thomas Neumann, Josiane Xavier Parreira, Gerhard Weikum
2008	B	`conf`	Efficiently Handling Dynamics in Distributed Link Based Authority Analysis. WISE Josiane Xavier Parreira, Sebastian Michel, Gerhard Weikum
2008	—	`conf`	Exploiting social relations for query expansion and result ranking. ICDE Workshops Matthias Bender, Tom Crecelius, Mouna Kacimi, Sebastian Michel, Thomas Neumann, Josiane Xavier Parreira, Ralf Schenkel, Gerhard Weikum
2008	—	`conf`	From Web 1.0 to Web 2.0 and back -: how did your grandma use to tag? WIDM Sheila Kinsella, Adriana Budura, Gleb Skobeltsyn, Sebastian Michel, John G. Breslin, Karl Aberer
2008	—	`conf`	LSH At Large - Distributed KNN Search in High Dimensions. WebDB Parisa Haghani, Sebastian Michel, Philippe Cudré-Mauroux, Karl Aberer
2008	J	`jnl`	Making SENSE: socially enhanced search and exploration. Proc. VLDB Endow. Tom Crecelius, Mouna Kacimi, Sebastian Michel, Thomas Neumann, Josiane Xavier Parreira, Ralf Schenkel, Gerhard Weikum
2008	B	`conf`	Optimizing Distributed Top-k Queries. WISE Thomas Neumann, Matthias Bender, Sebastian Michel, Ralf Schenkel, Peter Triantafillou, Gerhard Weikum
2008	—	`ed.`	Proceeding of the 2008 ACM Workshop on Large-Scale Distributed Systems for Information Retrieval, LSDS-IR 2008, Napa Valley, California, USA, October 30, 2008 LSDS-IR Sebastian Michel, Gleb Skobeltsyn, Wai Gen Yee
2008	—	`conf`	Sensor Metadata Management and Its Application in Collaborative Environmental Research. eScience Nicholas Dawes, K. Ashwin Kumar, Sebastian Michel, Karl Aberer, Michael Lehning
2008	—	`conf`	Smooth Interpolating Histograms with Error Guarantees. BNCOD Thomas Neumann, Sebastian Michel
2008	A*	`conf`	Social recommendations at work. SIGIR Tom Crecelius, Mouna Kacimi, Sebastian Michel, Thomas Neumann, Josiane Xavier Parreira, Ralf Schenkel, Gerhard Weikum
2008	J	`jnl`	The Juxtaposed approximate PageRank method for robust PageRank approximation in a peer-to-peer web search network. VLDB J. Josiane Xavier Parreira, Carlos Castillo, Debora Donato, Sebastian Michel, Gerhard Weikum
2008	A*	`conf`	To tag or not to tag -: harvesting adjacent metadata in large-scale tagging systems. SIGIR Adriana Budura, Sebastian Michel, Philippe Cudré-Mauroux, Karl Aberer
2007	Misc	`conf`	Algebraic Query Optimization for Distributed Top-k Queries. BTW Thomas Neumann, Sebastian Michel
2007	J	`jnl`	Algebraic query optimization for distributed top-k queries. Inform. Forsch. Entwickl. Thomas Neumann, Sebastian Michel
2007	A*	`conf`	P2P Authority Analysis for Social Communities. VLDB Josiane Xavier Parreira, Sebastian Michel, Matthias Bender, Tom Crecelius, Gerhard Weikum
2007	A	`conf`	P2P Web Search: Make It Light, Make It Fly (Demo). CIDR Matthias Bender, Sebastian Michel, Josiane Xavier Parreira, Tom Crecelius
2007	—	`conf`	Peer-to-Peer Information Search. SBBD Sebastian Michel, Josiane Xavier Parreira
2007	J	`jnl`	Peer-to-Peer Information Search: Semantic, Social, or Spiritual? IEEE Data Eng. Bull. Matthias Bender, Tom Crecelius, Mouna Kacimi, Sebastian Michel, Josiane Xavier Parreira, Gerhard Weikum
2007	—	`conf`	Search for the Best but Expect the Worst - Distributed Top-k Queries over Decreasing Aggregated Scores. WebDB Sebastian Michel, Thomas Neumann
2007	—	`—`	Top-k aggregation queries in large-scale distributed systems. Sebastian Michel
2007	J	`jnl`	p2pDating: Real life inspired semantic overlay networks for Web search. Inf. Process. Manag. Josiane Xavier Parreira, Sebastian Michel, Gerhard Weikum
2006	—	`conf`	A Comparative Study of Pub/Sub Methods in Structured P2P Networks. DBISP2P Matthias Bender, Sebastian Michel, Sebastian Parkitny, Gerhard Weikum
2006	—	`conf`	A Reproducible Benchmark for P2P Retrieval. ExpDB Thomas Neumann, Matthias Bender, Sebastian Michel, Gerhard Weikum
2006	A	`conf`	Discovering and exploiting keyword and attribute-value co-occurrences to improve P2P routing indices. CIKM Sebastian Michel, Matthias Bender, Nikos Ntarmos, Peter Triantafillou, Gerhard Weikum, Christian Zimmer
2006	A*	`conf`	Efficient and Decentralized PageRank Approximation in a Peer-to-Peer Web Search Network. VLDB Josiane Xavier Parreira, Debora Donato, Sebastian Michel, Gerhard Weikum
2006	—	`conf`	Global Document Frequency Estimation in Peer-to-Peer Web Search. WebDB Matthias Bender, Sebastian Michel, Peter Triantafillou, Gerhard Weikum
2006	B	`conf`	IQN Routing: Integrating Quality and Novelty in P2P Querying and Ranking. EDBT Sebastian Michel, Matthias Bender, Peter Triantafillou, Gerhard Weikum
2006	—	`conf`	P2P Content Search: Give the Web Back to the People. IPTPS Matthias Bender, Sebastian Michel, Peter Triantafillou, Gerhard Weikum, Christian Zimmer
2006	—	`conf`	P2P Directories for Distributed Web Search: From Each According to His Ability, to Each According to His Needs. ICDE Workshops Matthias Bender, Sebastian Michel, Gerhard Weikum
2006	—	`conf`	Size doesn't always matter: exploiting pageRank for query routing in distributed IR. P2PIR@CIKM Josiane Xavier Parreira, Sebastian Michel, Matthias Bender
2005	J	`jnl`	Das MINERVA-Projekt: Datenbankselektion für Peer-to-Peer-Websuche. Inform. Forsch. Entwickl. Matthias Bender, Sebastian Michel, Gerhard Weikum, Christian Zimmer
2005	—	`conf`	Database Selection and Result Merging in P2P Web Search. DBISP2P Sergey Chernov, Pavel Serdyukov, Matthias Bender, Sebastian Michel, Gerhard Weikum, Christian Zimmer
2005	A*	`conf`	Improving collection selection with overlap awareness in P2P search engines. SIGIR Matthias Bender, Sebastian Michel, Peter Triantafillou, Gerhard Weikum, Christian Zimmer
2005	A*	`conf`	KLEE: A Framework for Distributed Top-k Query Algorithms. VLDB Sebastian Michel, Peter Triantafillou, Gerhard Weikum
2005	A	`conf`	MINERVA Middleware Sebastian Michel, Peter Triantafillou, Gerhard Weikum
2005	A*	`conf`	MINERVA: Collaborative P2P Search. VLDB Matthias Bender, Sebastian Michel, Peter Triantafillou, Gerhard Weikum, Christian Zimmer
2005	—	`conf`	On the Usage of Global Document Occurrences in Peer-to-Peer Information Systems. OTM Conferences (1) Odysseas Papapetrou, Sebastian Michel, Matthias Bender, Gerhard Weikum
2005	Misc	`conf`	The MINERVA Project: Database Selection in the Context of P2P Search. BTW Matthias Bender, Sebastian Michel, Gerhard Weikum, Christian Zimmer
2004	—	`conf`	Bookmark-driven Query Routing in Peer-to-Peer Web Search. Workshop on Peer-to-Peer Information Retrieval Matthias Bender, Sebastian Michel, Gerhard Weikum, Christian Zimmer
2004	—	`conf`	The MINERVAMinerva is the Roman goddess of science, wisdom, and learning. Project: Towards Collaborative Search in Digital Libraries Using Peer-to-Peer Technology. DELOS Matthias Bender, Sebastian Michel, Christian Zimmer, Gerhard Weikum
2004	—	`conf`	Towards Collaborative Search in Digital Libraries Using Peer-to-Peer Technology. DELOS Matthias Bender, Sebastian Michel, Christian Zimmer, Gerhard Weikum