Maik Thiele

According to our database, Maik Thiele authored at least 85 papers between 2006 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

An Empirical Study on the Robustness of Active Learning for Biomedical Image Classification Under Model Transfer Scenarios.

Tamás Janusko, Julius Gonsior, Maik Thiele

Proceedings of the New Trends in Database and Information Systems, 2023

Comparing and Improving Active Learning Uncertainty Measures for Transformer Models.

Julius Gonsior, Christian Falkenberg, Silvio Magino, Anja Reusch, Claudio Hartmann, Maik Thiele, Wolfgang Lehner

Proceedings of the Advances in Databases and Information Systems, 2023

2022

To Softmax, or not to Softmax: that is the question when applying Active Learning for Transformer Models.

Julius Gonsior, Christian Falkenberg, Silvio Magino, Anja Reusch, Maik Thiele, Wolfgang Lehner

CoRR, 2022

ALWars: Combat-Based Evaluation of Active Learning Strategies.

Julius Gonsior, Jakob Krude, Janik Schönfelder, Maik Thiele, Wolfgang Lehner

Proceedings of the Advances in Information Retrieval, 2022

ImitAL: Learned Active Learning Strategy on Synthetic Data.

Julius Gonsior, Maik Thiele, Wolfgang Lehner

Proceedings of the Discovery Science - 25th International Conference, 2022

Transformer-Encoder and Decoder Models for Questions on Math.

Anja Reusch, Maik Thiele, Wolfgang Lehner

Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022

Transformer-Encoder-Based Mathematical Information Retrieval.

Anja Reusch, Maik Thiele, Wolfgang Lehner

Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2022

2021

Season- and Trend-aware Symbolic Approximation for Accurate and Efficient Time Series Matching.

Lars Kegel, Claudio Hartmann, Maik Thiele, Wolfgang Lehner

Datenbank-Spektrum, 2021

ImitAL: Learning Active Learning Strategies from Synthetic Data.

Julius Gonsior, Maik Thiele, Wolfgang Lehner

CoRR, 2021

Accurate and Efficient Time Series Matching by Season- and Trend-aware Symbolic Approximation - Extended Version Including Additional Evaluation and Proofs.

Lars Kegel, Claudio Hartmann, Maik Thiele, Wolfgang Lehner

CoRR, 2021

Pre-Trained Web Table Embeddings for Table Discovery.

Michael Günther, Maik Thiele, Julius Gonsior, Wolfgang Lehner

Proceedings of the aiDM '21: Fourth Workshop in Exploiting AI Techniques for Data Management, 2021

An ALBERT-based Similarity Measure for Mathematical Answer Retrieval.

Anja Reusch, Maik Thiele, Wolfgang Lehner

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

RecipeGM: A Hierarchical Recipe Generation Model.

Anja Reusch, Alexander Weber, Maik Thiele, Wolfgang Lehner

Proceedings of the 37th IEEE International Conference on Data Engineering Workshops, 2021

TU_DBS in the ARQMath Lab 2021, CLEF.

Anja Reusch, Maik Thiele, Wolfgang Lehner

Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to, 2021

2020

A cost-based storage format selector for materialized results in big data frameworks.

Rana Faisal Munir, Alberto Abelló, Oscar Romero, Maik Thiele, Wolfgang Lehner

Distributed Parallel Databases, 2020

Configuring Parallelism for Hybrid Layouts Using Multi-Objective Optimization.

Rana Faisal Munir, Alberto Abelló, Oscar Romero, Maik Thiele, Wolfgang Lehner

Big Data, 2020

FacetE: exploiting web tables for domain-specific word embedding evaluation.

Michael Günther, Paul Sikorski, Maik Thiele, Wolfgang Lehner

Proceedings of the 8th International Workshop on Testing Database Systems, 2020

Active Learning for Spreadsheet Cell Classification.

Julius Gonsior, Josephine Rehak, Maik Thiele, Elvis Koci, Michael Günther, Wolfgang Lehner

Proceedings of the Workshops of the EDBT/ICDT 2020 Joint Conference, 2020

RetroLive: Analysis of Relational Retrofitted Word Embeddings.

Michael Günther, Maik Thiele, Erik Nikulski, Wolfgang Lehner

Proceedings of the 23rd International Conference on Extending Database Technology, 2020

Retro: Relation Retrofitting For In-Database Machine Learning on Textual Data.

Michael Günther, Maik Thiele, Wolfgang Lehner

Proceedings of the 23rd International Conference on Extending Database Technology, 2020

WeakAL: Combining Active Learning and Weak Supervision.

Julius Gonsior, Maik Thiele, Wolfgang Lehner

Proceedings of the Discovery Science - 23rd International Conference, 2020

Learning from Textual Data in Database Systems.

Michael Günther, Philipp Oehme, Maik Thiele, Wolfgang Lehner

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019

Parallelizing user-defined functions in the ETL workflow using orchestration style sheets.

Syed Muhammad Fawad Ali, Johannes Mey, Maik Thiele

Int. J. Appl. Math. Comput. Sci., 2019

Cardinality estimation with local deep learning models.

Lucas Woltmann, Claudio Hartmann, Maik Thiele, Dirk Habich, Wolfgang Lehner

Proceedings of the Second International Workshop on Exploiting Artificial Intelligence Techniques for Data Management, 2019

DECO: A Dataset of Annotated Spreadsheets for Layout and Table Recognition.

Elvis Koci, Maik Thiele, Josephine Rehak, Oscar Romero, Wolfgang Lehner

Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

A Genetic-Based Search for Adaptive Table Recognition in Spreadsheets.

Elvis Koci, Maik Thiele, Oscar Romero, Wolfgang Lehner

Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

XLIndy: Interactive Recognition and Information Extraction in Spreadsheets.

Elvis Koci, Dana Kuban, Nico Luettig, Dominik Olwig, Maik Thiele, Julius Gonsior, Wolfgang Lehner, Oscar Romero

Proceedings of the ACM Symposium on Document Engineering 2019, 2019

Explore FREDDY: Fast Word Embeddings in Database Systems.

Michael Günther, Maik Thiele, Wolfgang Lehner, Zdravko Yanakiev

Proceedings of the Datenbanksysteme für Business, 2019

Fast Approximated Nearest Neighbor Joins For Relational Database Systems.

Michael Günther, Maik Thiele, Wolfgang Lehner

Proceedings of the Datenbanksysteme für Business, 2019

Automatically Configuring Parallelism for Hybrid Layouts.

Rana Faisal Munir, Alberto Abelló, Oscar Romero, Maik Thiele, Wolfgang Lehner

Proceedings of the New Trends in Databases and Information Systems, 2019

2018

Intermediate Results Materialization Selection and Format for Data-Intensive Flows.

Rana Faisal Munir, Sergi Nadal, Oscar Romero, Alberto Abelló, Petar Jovanovic, Maik Thiele, Wolfgang Lehner

Fundam. Informaticae, 2018

A Cost-based Storage Format Selector for Materialization in Big Data Frameworks.

Rana Faisal Munir, Alberto Abelló, Oscar Romero, Maik Thiele, Wolfgang Lehner

CoRR, 2018

Modeling Customers and Products with Word Embeddings from Receipt Data.

Lucas Woltmann, Maik Thiele, Wolfgang Lehner

Proceedings of the 22nd International Database Engineering & Applications Symposium, 2018

Table Recognition in Spreadsheets via a Graph Representation.

Elvis Koci, Maik Thiele, Wolfgang Lehner, Oscar Romero

Proceedings of the 13th IAPR International Workshop on Document Analysis Systems, 2018

ATUN-HL: Auto Tuning of Hybrid Layouts Using Workload and Data Characteristics.

Rana Faisal Munir, Alberto Abelló, Oscar Romero, Maik Thiele, Wolfgang Lehner

Proceedings of the Advances in Databases and Information Systems, 2018

2017

Frequent patterns in ETL workflows: An empirical approach.

Vasileios Theodorou, Alberto Abelló, Maik Thiele, Wolfgang Lehner

Data Knowl. Eng., 2017

Table Identification and Reconstruction in Spreadsheets.

Elvis Koci, Maik Thiele, Oscar Romero, Wolfgang Lehner

Proceedings of the Advanced Information Systems Engineering, 2017

Context Similarity for Retrieval-Based Imputation.

Ahmad Ahmadov, Maik Thiele, Wolfgang Lehner, Robert Wrembel

Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017, Sydney, Australia, July 31, 2017

Exploratory Ad-Hoc Analytics for Big Data.

Julian Eberius, Maik Thiele, Wolfgang Lehner

Proceedings of the Handbook of Big Data Technologies, 2017

2016

Answering "Why Empty?" and "Why So Many?" queries in graph databases.

Elena Vasilyeva, Maik Thiele, Christof Bornhövd, Wolfgang Lehner

J. Comput. Syst. Sci., 2016

Quality measures for ETL processes: from goals to implementation.

Vasileios Theodorou, Alberto Abelló, Wolfgang Lehner, Maik Thiele

Concurr. Comput. Pract. Exp., 2016

ResilientStore: A Heuristic-Based Data Format Selector for Intermediate Results.

Rana Faisal Munir, Oscar Romero, Alberto Abelló, Besim Bilalli, Maik Thiele, Wolfgang Lehner

Proceedings of the Model and Data Engineering - 6th International Conference, 2016

DebEAQ - debugging empty-answer queries on large data graphs.

Elena Vasilyeva, Thomas Heinze, Maik Thiele, Wolfgang Lehner

Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

A Machine Learning Approach for Layout Inference in Spreadsheets.

Elvis Koci, Maik Thiele, Oscar Romero, Wolfgang Lehner

Proceedings of the 8th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K 2016) - Volume 1: KDIR, Porto - Portugal, November 9, 2016

Cell Classification for Layout Recognition in Spreadsheets.

Elvis Koci, Maik Thiele, Oscar Romero, Wolfgang Lehner

Proceedings of the Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2016

Putting Web Tables into Context.

Katrin Braunschweig, Maik Thiele, Elvis Koci, Wolfgang Lehner

Proceedings of the 8th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K 2016) - Volume 1: KDIR, Porto - Portugal, November 9, 2016

2015

Considering User Intention in Differential Graph Queries.

Elena Vasilyeva, Maik Thiele, Christof Bornhövd, Wolfgang Lehner

J. Database Manag., 2015

Relaxation of subgraph queries delivering empty results.

Elena Vasilyeva, Maik Thiele, Adrian Mocan, Wolfgang Lehner

Proceedings of the 27th International Conference on Scientific and Statistical Database Management, 2015

DrillBeyond: processing multi-result open world SQL queries.

Julian Eberius, Maik Thiele, Katrin Braunschweig, Wolfgang Lehner

Proceedings of the 27th International Conference on Scientific and Statistical Database Management, 2015

Top-k entity augmentation using consistent set covering.

Julian Eberius, Maik Thiele, Katrin Braunschweig, Wolfgang Lehner

Proceedings of the 27th International Conference on Scientific and Statistical Database Management, 2015

Column-specific context extraction for web tables.

Katrin Braunschweig, Maik Thiele, Julian Eberius, Wolfgang Lehner

Proceedings of the 30th Annual ACM Symposium on Applied Computing, 2015

From Web Tables to Concepts: A Semantic Normalization Approach.

Katrin Braunschweig, Maik Thiele, Wolfgang Lehner

Proceedings of the Conceptual Modeling - 34th International Conference, 2015

POIESIS: a Tool for Quality-aware ETL Process Redesign.

Vasileios Theodorou, Alberto Abelló, Maik Thiele, Wolfgang Lehner

Proceedings of the 18th International Conference on Extending Database Technology, 2015

Building the Dresden Web Table Corpus: A Classification Approach.

Julian Eberius, Katrin Braunschweig, Markus Hentsch, Maik Thiele, Ahmad Ahmadov, Wolfgang Lehner

Proceedings of the 2nd IEEE/ACM International Symposium on Big Data Computing, 2015

Towards a Hybrid Imputation Approach Using Web Tables.

Ahmad Ahmadov, Maik Thiele, Julian Eberius, Wolfgang Lehner, Robert Wrembel

Proceedings of the 2nd IEEE/ACM International Symposium on Big Data Computing, 2015

SCIT: A Schema Change Interpretation Tool for Dynamic-Schema Data Warehouses.

Rihan Hai, Vasileios Theodorou, Maik Thiele, Wolfgang Lehner

Proceedings of the Databases Theory and Applications, 2015

2014

GraphMCS: Discover the Unknown in Large Data Graphs.

Elena Vasilyeva, Maik Thiele, Christof Bornhövd, Wolfgang Lehner

Proceedings of the Workshops of the EDBT/ICDT 2014 Joint Conference (EDBT/ICDT 2014), 2014

A Framework for User-Centered Declarative ETL.

Vasileios Theodorou, Alberto Abelló, Maik Thiele, Wolfgang Lehner

Proceedings of the 17th International Workshop on Data Warehousing and OLAP, 2014

Top-k Differential Queries in Graph Databases.

Elena Vasilyeva, Maik Thiele, Christof Bornhövd, Wolfgang Lehner

Proceedings of the Advances in Databases and Information Systems, 2014

2013

On-Demand ELT Architecture for Right-Time BI: Extending the Vision.

Florian Waas, Robert Wrembel, Tobias Freudenreich, Maik Thiele, Christian Koncilia, Pedro Furtado

Int. J. Data Warehous. Min., 2013

Publish-time data integration for open data platforms.

Julian Eberius, Patrick Damme, Katrin Braunschweig, Maik Thiele, Wolfgang Lehner

Proceedings of the 2nd International Workshop on Open Data, 2013

Leveraging flexible data management with graph databases.

Elena Vasilyeva, Maik Thiele, Christof Bornhövd, Wolfgang Lehner

Proceedings of the First International Workshop on Graph Data Management Experiences and Systems, 2013

DeExcelerator: a framework for extracting relational data from partially structured documents.

Julian Eberius, Christopher Werner, Maik Thiele, Katrin Braunschweig, Lars Dannecker, Wolfgang Lehner

Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

DrillBeyond: Open-World SQL Queries Using Web Tables.

Julian Eberius, Maik Thiele, Katrin Braunschweig, Wolfgang Lehner

Proceedings of the Datenbanksysteme für Business, 2013

Enhancing Named Entity Extraction by Effectively Incorporating the Crowd.

Katrin Braunschweig, Maik Thiele, Julian Eberius, Wolfgang Lehner

Proceedings of the Datenbanksysteme für Business, Technologie und Web (BTW),, 2013

2012

DrillBeyond: Enabling Business Analysts to Explore the Web of Open Data.

Julian Eberius, Maik Thiele, Katrin Braunschweig, Wolfgang Lehner

Proc. VLDB Endow., 2012

Frontiers in Crowdsourced Data Integration.

Maik Thiele, Katrin Braunschweig, Julian Eberius, Wolfgang Lehner

it Inf. Technol., 2012

OPEN - Enabling Non-expert Users to Extract, Integrate, and Analyze Open Data.

Katrin Braunschweig, Julian Eberius, Maik Thiele, Wolfgang Lehner

Datenbank-Spektrum, 2012

Identifying and weighting integration hypotheses on open data platforms.

Julian Eberius, Katrin Braunschweig, Maik Thiele, Wolfgang Lehner

Proceedings of the International Workshop on Open Data, 2012

An On-Demand ELT Architecture for Real-Time BI.

Tobias Freudenreich, Pedro Furtado, Christian Koncilia, Maik Thiele, Florian Waas, Robert Wrembel

Proceedings of the Enabling Real-Time Business Intelligence - 6th International Workshop, 2012

2011

Echtzeit-Data-Warehouse-Systeme.

Maik Thiele, Wolfgang Lehner

Datenbank-Spektrum, 2011

Data-Warehousing 3.0 - Die Rolle von Data-Warehouse-Systemen auf Basis von In-Memory Technologie.

Maik Thiele, Wolfgang Lehner, Dirk Habich

Proceedings of the Innovative Unternehmensanwendungen mit In-Memory Data Management, 2011

A Domain-Specific Language for Do-It-Yourself Analytical Mashups.

Julian Eberius, Maik Thiele, Wolfgang Lehner

Proceedings of the Current Trends in Web Engineering, 2011

A Flexible Graph-Based Data Model Supporting Incremental Schema Design and Evolution.

Katrin Braunschweig, Maik Thiele, Wolfgang Lehner

Proceedings of the Current Trends in Web Engineering, 2011

Next Generation Database Programming and Execution Environment.

Dirk Habich, Matthias Böhm, Maik Thiele, Benjamin Schlegel, Ulrike Fischer, Hannes Voigt, Wolfgang Lehner

Proceedings of the Database Programming Languages, 2011

2010

Qualitätsgetriebene Datenproduktionssteuerung in Echtzeit-Data-Warehouse-Systemen.

Maik Thiele

PhD thesis, 2010

One Clustering Process Fits All - A Visually Guided Ensemble Approach.

Martin Hahmann, Dirk Habich, Maik Thiele, Wolfgang Lehner

Proceedings of the LWA 2010, 2010

2009

Partition-based workload scheduling in living data warehouse environments.

Maik Thiele, Ulrike Fischer, Wolfgang Lehner

Inf. Syst., 2009

Multi-objective scheduling for real-time data warehouses.

Maik Thiele, Andreas Bader, Wolfgang Lehner

Comput. Sci. Res. Dev., 2009

Cardinality estimation in ETL processes.

Maik Thiele, Tim Kiefer, Wolfgang Lehner

Proceedings of the DOLAP 2009, 2009

Evaluation of Load Scheduling Strategies for Real-Time Data Warehouse Environments.

Maik Thiele, Wolfgang Lehner

Proceedings of the Enabling Real-Time Business Intelligence - Third International Workshop, 2009

2007

Supporting Gene Expression Analysis Processes by a Service-Oriented Platform.

Sebastian Richly, Dirk Habich, Maik Thiele, Sebastian Goetz, Stefan Hartung

Proceedings of the 2007 IEEE International Conference on Services Computing (SCC 2007), 2007

Orchestrierung datenintensiver Prozesse - Einsatz von BPEL in der Genexpressionsanalyse.

Maik Thiele, Dirk Habich

VDM, ISBN: 978-3-8364-0239-2, 2007

2006

Optimistic Coarse-Grained Cache Semantics for Data Marts.

Maik Thiele, Jens Albrecht, Wolfgang Lehner

Proceedings of the 18th International Conference on Scientific and Statistical Database Management, 2006

Shrinked Data Marts Enabled for Negative Caching.

Maik Thiele, Wolfgang Lehner

Proceedings of the Tenth International Database Engineering and Applications Symposium (IDEAS 2006), 2006