Robert Wrembel

ORCID

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 69

Top Venues

Publications

Witold Andrzejewski, Bartosz Bebel, Pawel Boinski, Justyna Kowalewska, Agnieszka Marszalek, Robert Wrembel
Statistical Modeling vs. Machine Learning for Deduplication of Customer Records. EDBT/ICDT Workshops (2024)
Paolo Ceravolo, Tiziana Catarci, Marco Console, Philippe Cudré-Mauroux, Sven Groppe, Katja Hose, Jaroslav Pokorný, Oscar Romero, Robert Wrembel
moduli: A Disaggregated Data Management Architecture for Data-Intensive Workflows. SIGWEB Newsl. 2024 (Winter) (2024)
Philippe Cudré-Mauroux, Andrea Ko, Robert Wrembel
Fourth International Workshop on Big Data in Emergent Distributed Environments (BiDEDE). SIGMOD Conference Companion (2024)
Genoveva Vargas-Solar, Barbara Catania, Ester Zumpano, Kjetil Nørvåg, Silvia Chiusano, Tania Cerquitelli, Robert Wrembel
Guest editorial: Papers selected from European conference on advances in databases and information systems. Comput. Sci. Inf. Syst. 21 (3) (2024)
Robert Wrembel
Optimizing Data Integration Processes with the Support of Machine Learning - Is it really possible? DOLAP (2024)
Robert Wrembel, Johann Gamper
Data analytics and knowledge discovery on big data: Algorithms, architectures, and applications. Data Knowl. Eng. 150 (2024)
Witold Andrzejewski, Bartosz Bebel, Pawel Boinski, Robert Wrembel
On tuning parameters guiding similarity computations in a data deduplication pipeline for customers records: Experience from a R&D project. Inf. Syst. 121 (2024)
Alexandre Quemy, Robert Wrembel, Natalia Lopuszynska, George Papadakis, Agustín D. Delgado
A large reproducible benchmark on text classification for the legal domain based on the ECHR-OD repository. Inf. Syst. 119 (2023)
Witold Andrzejewski, Bartosz Bebel, Pawel Boinski, Mariusz Sienkiewicz, Robert Wrembel
Text Similarity Measures in a Data Deduplication Pipeline for Customers Records. DOLAP (2023)
Pawel Boinski, Mariusz Sienkiewicz, Robert Wrembel, Bartosz Bebel, Witold Andrzejewski
On evaluating text similarity measures for customer data deduplication. SAC (2023)
Géraldine André, Bruno Bachelet, Pietro Battistoni, Amina Belhassena, Sandro Bimonte, Christophe Cariou, Frederic Chabot, Gérard Chalhoub, Adrian Couvent, Georgia Garani, Jean Laneurit, Rim Moussa, Konstantinos Oikonomou, Ibrahim Sammour, Monica Sebillo, Mateus Vilela Souza, Nicolas Tricot, Robert Wrembel
LambdAgrIoT: a new architecture for agricultural autonomous robots' scheduling: from design to experiments. Clust. Comput. 26 (5) (2023)
Matteo Golfarelli, Robert Wrembel
Big Data Analytics and Knowledge Discovery. Data Knowl. Eng. 146 (2023)
Pawel Boinski, Witold Andrzejewski, Bartosz Bebel, Robert Wrembel
On Tuning the Sorted Neighborhood Method for Record Comparisons in a Data Deduplication Pipeline - Industrial Experience Report. DEXA (1) (2023)
Michal Bodziony, Robert Wrembel
Data Source Connectors Layer as a Service - Design Patterns. DOLAP (2023)
Robert Wrembel
Data Integration Revitalized: From Data Warehouse Through Data Lake to Data Mesh. DEXA (1) (2023)
Michal Bodziony, Rafal Morawski, Robert Wrembel
Evaluating push-down on NoSQL data sources: experiments and analysis paper. BiDEDE@SIGMOD (2022)
Witold Andrzejewski, Jedrzej Potoniec, Maciej Drozdowski, Jerzy Stefanowski, Robert Wrembel, Pawel Stapf
Quality Versus Speed in Energy Demand Prediction - Experience Report from an R &D project. DEXA (1) (2022)
Jérôme Darmont, Boris Novikov, Robert Wrembel, Ladjel Bellatreche
Data processing in modern distributed architectures. Inf. Syst. 104 (2022)
Alexandre Quemy, Robert Wrembel
ECHR-OD: On building an integrated open repository of legal documents for machine learning applications. Inf. Syst. 106 (2022)
Pawel Boinski, Mariusz Sienkiewicz, Bartosz Bebel, Robert Wrembel, Dariusz Galezowski, Waldemar Graniszewski
On Customer Data Deduplication: Lessons Learned from a R&D Project in the Financial Sector. EDBT/ICDT Workshops (2022)
Witold Andrzejewski, Jedrzej Potoniec, Maciej Drozdowski, Jerzy Stefanowski, Robert Wrembel, Pawel Stapf
Quality versus speed in energy demand prediction for district heating systems. CoRR (2022)
Jérôme Darmont, Boris Novikov, Robert Wrembel, Ladjel Bellatreche
Advances on Data Management and Information Systems. Inf. Syst. Frontiers 24 (1) (2022)
Robert Wrembel
Data Integration, Cleaning, and Deduplication: Research Versus Industrial Projects. iiWAS (2022)
Konstantinos Oikonomou, Georgia Garani, Sandro Bimonte, Robert Wrembel
What Logical Model Is Suitable for Relational Trajectory Data Warehouses? - Application to Agricultural Autonomous Robots. DEXA (1) (2022)
Silvia Chiusano, Tania Cerquitelli, Robert Wrembel, Daniele Quercia
Breakthroughs on Cross-Cutting Data Management, Data Analytics, and Applied Data Science. Inf. Syst. Frontiers 23 (1) (2021)
Michal Bodziony, Robert Wrembel
Reference Architecture for Running Large Scale Data Integration Experiments. DEXA (1) (2021)
Mariusz Sienkiewicz, Robert Wrembel
Managing Data in a Big Financial Institution: Conclusions from a R&D Project. EDBT/ICDT Workshops (2021)
Robert Wrembel
Still Open Problems in Data Warehouse and Data Lake Research: extended abstract. SNAMS (2021)
Michal Bodziony, Hubert Krzyzanowski, Lukasz Pieta, Robert Wrembel
On discovering semantics of user-defined functions in data processing workflows. BiDEDE@SIGMOD (2021)
Amina Belhassena, Pietro Battistoni, Mateus Vilela Souza, Jean Laneurit, Rim Moussa, Sandro Bimonte, Robert Wrembel, Mouad Abouqateb, Christophe Cariou, Gérard Chalhoub, Géraldine André, Monica Sebillo, Bruno Bachelet
Towards an Architecture for Agricultural Autonomous Robots' Scheduling. EDOC Workshops (2021)
Amina Belhassena, Sandro Bimonte, Pietro Battistoni, Christophe Cariou, Gérard Chalhoub, Juan Carlos Corrales, Jean Laneurit, Rim Moussa, Julián Eduardo Plazas, Robert Wrembel, Monica Sebillo
On Modeling Data for IoT Agroecology Applications by means of a UML Profile. MEDES (2021)
Sandro Bimonte, Amina Belhassena, Christophe Cariou, Jean Laneurit, Rim Moussa, Gérard Chalhoub, Robert Wrembel, Gauthier Picard, Ladjel Bellatreche, Alexandre Journaux, Thierry Heirman, Ali Hassan, Stefano Rizzi, Jean-Pierre Georgé
On Designing and Implementing Agro-ecology IoT Applications: Issues from Applied Research Projects. EDOC Workshops (2021)
Waqas Ahmed, Esteban Zimányi, Alejandro A. Vaisman, Robert Wrembel
Schema Evolution in Multiversion Data Warehouses. Int. J. Data Warehous. Min. 17 (4) (2021)
Alexandre Quemy, Robert Wrembel
On Integrating and Classifying Legal Text Documents. DEXA (1) (2020)
Oscar Romero, Robert Wrembel, Il-Yeol Song
An Alternative View on Data Processing Pipelines from the DOLAP 2019 Perspective. Inf. Syst. 92 (2020)
Johann Gamper, Mirjana Ivanovic, Robert Wrembel
Guest editorial: Advances in databases and information systems. Comput. Sci. Inf. Syst. 17 (3) (2020)
Michal Bodziony, Szymon Roszyk, Robert Wrembel
On Evaluating Performance of Balanced Optimization of ETL Processes for Streaming Data Sources. DOLAP (2020)
Piotr Matyjaszczyk, Przemyslaw Rosowski, Robert Wrembel
GooDBye: a Good Graph Database Benchmark - an Industry Experience. EDBT/ICDT Workshops (2020)
Judith Awiti, Robert Wrembel
Rule Discovery for (Semi-)automatic Repairs of ETL Processes. DB&IS (2020)
Artur Wojciechowski, Robert Wrembel
On Case-Based Reasoning for ETL Process Repairs: Making Cases Fine-Grained. DB&IS (2020)
Waqas Ahmed, Esteban Zimányi, Alejandro A. Vaisman, Robert Wrembel
A Temporal Multidimensional Model and OLAP Operators. Int. J. Data Warehous. Min. 16 (4) (2020)
Oscar Romero, Robert Wrembel
Data Engineering for Data Science: Two Sides of the Same Coin. DaWaK (2020)
Syed Muhammad Fawad Ali, Robert Wrembel
Framework to Optimize Data Processing Pipelines Using Performance Metrics. DaWaK (2020)
Besim Bilalli, Alberto Abelló, Tomàs Aluja-Banet, Robert Wrembel
PRESISTANT: Learning based assistant for data pre-processing. Data Knowl. Eng. 123 (2019)
Syed Muhammad Fawad Ali, Robert Wrembel
Towards a Cost Model to Optimize User-Defined Functions in an ETL Workflow Based on User-Defined Performance Metrics. ADBIS (2019)
Hiba Khalid, Robert Wrembel, Esteban Zimányi
Metadata Discovery Using Data Sampling and Exploratory Data Analysis. MEDI (2019)
Robert Wrembel, Alberto Abelló, Il-Yeol Song
DOLAP data warehouse research over two decades: Trends and challenges. Inf. Syst. 85 (2019)
Hiba Khalid, Esteban Zimányi, Robert Wrembel
Fuzzy Metadata Strategies for Enhanced Data Integration. DATA (2018)
Besim Bilalli, Alberto Abelló, Tomàs Aluja-Banet, Robert Wrembel
PRESISTANT: Learning based assistant for data pre-processing. CoRR (2018)
Hiba Khalid, Esteban Zimányi, Robert Wrembel
Evaluation of Semantic Metadata Pair Modelling Using Data Clustering. CoRR (2018)
Hiba Khalid, Esteban Zimányi, Robert Wrembel
Metadata Reconciliation for Improved Data Binding and Integration. BDAS (2018)
Paolo Ceravolo, Antonia Azzini, Marco Angelini, Tiziana Catarci, Philippe Cudré-Mauroux, Ernesto Damiani, Alexandra Mazak, Maurice van Keulen, Mustafa Jarrar, Giuseppe Santucci, Kai-Uwe Sattler, Monica Scannapieco, Manuel Wimmer, Robert Wrembel, Fadi A. Zaraket
Big Data Semantics. J. Data Semant. 7 (2) (2018)
Besim Bilalli, Alberto Abelló, Tomàs Aluja-Banet, Rana Faisal Munir, Robert Wrembel
PRESISTANT: Data Pre-processing Assistant. CAiSE Forum (2018)
Besim Bilalli, Alberto Abelló, Tomàs Aluja-Banet, Robert Wrembel
Intelligent assistance for data pre-processing. Comput. Stand. Interfaces 57 (2018)
Azadeh Nasiri, Soroosh Nalchigar, Eric S. K. Yu, Waqas Ahmed, Robert Wrembel, Esteban Zimányi
From Indicators to Predictive Analytics: A Conceptual Modelling Framework. PoEM (2017)
Azadeh Nasiri, Waqas Ahmed, Robert Wrembel, Esteban Zimányi
Requirements Engineering for Data Warehouses (RE4DW): From Strategic Goals to Multidimensional Model. ER Workshops (2017)
Ahmad Ahmadov, Maik Thiele, Wolfgang Lehner, Robert Wrembel
Context Similarity for Retrieval-Based Imputation. ASONAM (2017)
Syed Muhammad Fawad Ali, Robert Wrembel
From conceptual design to performance optimization of ETL workflows: current state of research and open problems. VLDB J. 26 (6) (2017)
Jerzy Stefanowski, Krzysztof Krawiec, Robert Wrembel
Exploring complex and big data. Int. J. Appl. Math. Comput. Sci. 27 (4) (2017)
Besim Bilalli, Alberto Abelló, Tomàs Aluja-Banet, Robert Wrembel
Automated Data Pre-processing via Meta-learning. MEDI (2016)
Besim Bilalli, Alberto Abelló, Tomàs Aluja-Banet, Robert Wrembel
Towards Intelligent Data Analysis: The Metadata Challenge. IoTBD (2016)
Gastón Bakkalian, Christian Koncilia, Robert Wrembel
On Representing Interval Measures by Means of Functions. MEDI (2016)
Witold Andrzejewski, Bartosz Bebel, Szymon Klosowski, Bartosz Lukaszewski, Robert Wrembel, Gastón Bakkalian
Searching for Patterns in Sequential Data: Functionality and Performance Assessment of Commercial and Open-Source Systems. ER Workshops (2016)
Bartosz Bebel, Tomasz Cichowicz, Tadeusz Morzy, Filip Rytwinski, Robert Wrembel, Christian Koncilia
Sequential Data Analytics by Means of Seq-SQL Language. DEXA (1) (2015)
Christian Koncilia, Horst Pichler, Robert Wrembel
A Generic Data Warehouse Architecture for Analyzing Workflow Logs. ADBIS (2015)
Azadeh Nasiri, Esteban Zimányi, Robert Wrembel
Requirements Engineering for Data Warehouses. EDA (2015)
Waqas Ahmed, Esteban Zimányi, Robert Wrembel
Temporal DataWarehouses: Logical Models and Querying. EDA (2015)
Ahmad Ahmadov, Maik Thiele, Julian Eberius, Wolfgang Lehner, Robert Wrembel
Towards a Hybrid Imputation Approach Using Web Tables. BDC (2015)
Azadeh Nasiri, Robert Wrembel, Esteban Zimányi
Model-Based Requirements Engineering for Data Warehouses: From Multidimensional Modelling to KPI Monitoring. ER Workshops (2015)
Waqas Ahmed, Esteban Zimányi, Robert Wrembel
A Logical Model for Multiversion Data Warehouses. DaWaK (2014)
Christian Koncilia, Tadeusz Morzy, Robert Wrembel, Johann Eder
Interval OLAP: Analyzing Interval Data. DaWaK (2014)
Florian Waas, Robert Wrembel, Tobias Freudenreich, Maik Thiele, Christian Koncilia, Pedro Furtado
On-Demand ELT Architecture for Right-Time BI: Extending the Vision. Int. J. Data Warehous. Min. 9 (2) (2013)
Ladjel Bellatreche, Robert Wrembel
Special Issue on: Evolution and Versioning in Semantic Data Integration Systems. J. Data Semant. 2 (2-3) (2013)
Artur Wojciechowski, Robert Wrembel
On Index Structures for Star Query Processing in Data Warehouses. eBISS (2013)
Tobias Freudenreich, Pedro Furtado, Christian Koncilia, Maik Thiele, Florian Waas, Robert Wrembel
An On-Demand ELT Architecture for Real-Time BI. BIRTE (2012)
Bartosz Bebel, Mikolaj Morzy, Tadeusz Morzy, Zbyszko Królikowski, Robert Wrembel
OLAP-Like Analysis of Time Point-Based Sequential Data. ER Workshops (2012)
Tadeusz Morzy, Robert Wrembel, Jan Chmiel, Artur Wojciechowski
Time-HOBI: Index for optimizing star queries. Inf. Syst. 37 (5) (2012)
Jacek Jedrzejczak, Tomasz Koszlajda, Robert Wrembel
RTDW-bench: Benchmark for Testing Refreshing Performance of Real-Time Data Warehouse. DEXA (2) (2012)
Robert Wrembel
Data Warehouse Performance: Selected Techniques and Data Structures. eBISS (2011)
Witold Andrzejewski, Robert Wrembel
GPU-WAH: Applying GPUs to Compressing Bitmap Indexes with Word Aligned Hybrid. DEXA (2) (2010)
Jan Chmiel, Tadeusz Morzy, Robert Wrembel
Time-HOBI: indexing dimension hierarchies by means of hierarchically organized bitmaps. DOLAP (2010)
Mariusz Masewicz, Witold Andrzejewski, Robert Wrembel, Zbyszko Królikowski
Predicting access to materialized methods by means of hidden Markov model. Control. Cybern. 38 (1) (2009)
Jan Chmiel, Tadeusz Morzy, Robert Wrembel
Multiversion join index for multiversion data warehouse. Inf. Softw. Technol. 51 (1) (2009)
Robert Wrembel
A Survey of Managing the Evolution of Data Warehouses. Int. J. Data Warehous. Min. 5 (2) (2009)
Michal Stabno, Robert Wrembel
RLH: Bitmap compression technique based on run-length and Huffman encoding. Inf. Syst. 34 (4-5) (2009)
Jan Chmiel, Tadeusz Morzy, Robert Wrembel
HOBI: Hierarchically Organized Bitmap Index for Indexing Dimensional Data. DaWaK (2009)
Robert Wrembel, Bartosz Bebel
Metadata Management in a Multiversion Data Warehouse. J. Data Semant. 8 (2007)
Michal Stabno, Robert Wrembel
RLH: bitmap compression technique based on run-length and huffman encoding. DOLAP (2007)
Bartosz Bebel, Zbyszko Królikowski, Robert Wrembel
Managing Evolution of Data Warehouses by Means of Nested Transactions. ADVIS (2006)
Robert Wrembel, Mariusz Masewicz, Krzysztof Jankiewicz
Dynamic Method Materialization: A Framework for Optimizing Data Access Via Methods. DEXA (2006)
Robert Wrembel, Tadeusz Morzy
Managing and Querying Versions of Multiversion Data Warehouse. EDBT (2006)
Mariusz Masewicz, Robert Wrembel, Michal Stabno, Rafal Staniszewski
PMAP: Framework to Predicting Method Access Patterns for Materialized Methods. ADVIS (2006)
Bartosz Bebel, Zbyszko Królikowski, Robert Wrembel
Managing Multiple Real and Simulation Business Scenarios by Means of a Multiversion Data Warehouse. BIS (2006)
Mariusz Masewicz, Robert Wrembel, Juliusz Jezierski
Optimising Performance of Object-Oriented and Object-Relational Systems by Dynamic Method Materialization. ADBIS Research Communications (2005)
Robert Wrembel, Bartosz Bebel
Metadata Management in a Multiversion Data Warehouse. OTM Conferences (2) (2005)
Tadeusz Morzy, Robert Wrembel
On querying versions of multiversion data warehouse. DOLAP (2004)
Bartosz Bebel, Zbyszko Królikowski, Tadeusz Morzy, Robert Wrembel
Transaction Concepts for Supporting Changes in Data Warehouses. ICEIS (1) (2004)
Juliusz Jezierski, Mariusz Masewicz, Robert Wrembel
Prototype system for method materialisation and maintenance in object-oriented databases. SAC (2004)
Rafael Corchuelo, Antonio Ruiz Cortés, Robert Wrembel
Editorial: web and database technologies in business solutions. Int. J. Web Eng. Technol. 1 (3) (2004)
Juliusz Jezierski, Mariusz Masewicz, Robert Wrembel
On Optimising Data Access Via Materialised Methods in Object-Oriented Systems. ADVIS (2004)

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Publication Activity (10 Years)

Top Topics

Top Venues

Robert Wrembel