Robert Wrembel

Orcid: 0000-0001-6037-5718

According to our database1, Robert Wrembel authored at least 110 papers between 1999 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
On tuning parameters guiding similarity computations in a data deduplication pipeline for customers records: Experience from a R&D project.
Inf. Syst., March, 2024

moduli: A Disaggregated Data Management Architecture for Data-Intensive Workflows.
SIGWEB Newsl., 2024

Data analytics and knowledge discovery on big data: Algorithms, architectures, and applications.
Data Knowl. Eng., 2024

Guest editorial: Papers selected from European conference on advances in databases and information systems.
Comput. Sci. Inf. Syst., 2024

Fourth International Workshop on Big Data in Emergent Distributed Environments (BiDEDE).
Proceedings of the Companion of the 2024 International Conference on Management of Data, 2024

Statistical Modeling vs. Machine Learning for Deduplication of Customer Records.
Proceedings of the Workshops of the EDBT/ICDT 2024 Joint Conference co-located with the EDBT/ICDT 2024 Joint Conference, 2024

Optimizing Data Integration Processes with the Support of Machine Learning - Is it really possible?
Proceedings of the 26th International Workshop on Design, 2024

2023
A large reproducible benchmark on text classification for the legal domain based on the ECHR-OD repository.
Inf. Syst., October, 2023

LambdAgrIoT: a new architecture for agricultural autonomous robots' scheduling: from design to experiments.
Clust. Comput., October, 2023

Big Data Analytics and Knowledge Discovery.
Data Knowl. Eng., July, 2023

On evaluating text similarity measures for customer data deduplication.
Proceedings of the 38th ACM/SIGAPP Symposium on Applied Computing, 2023

Data Source Connectors Layer as a Service - Design Patterns.
Proceedings of the 25th International Workshop on Design, 2023

Text Similarity Measures in a Data Deduplication Pipeline for Customers Records.
Proceedings of the 25th International Workshop on Design, 2023

Data Integration Revitalized: From Data Warehouse Through Data Lake to Data Mesh.
Proceedings of the Database and Expert Systems Applications, 2023

On Tuning the Sorted Neighborhood Method for Record Comparisons in a Data Deduplication Pipeline - Industrial Experience Report.
Proceedings of the Database and Expert Systems Applications, 2023

2022
Advances on Data Management and Information Systems.
Inf. Syst. Frontiers, 2022

ECHR-OD: On building an integrated open repository of legal documents for machine learning applications.
Inf. Syst., 2022

Data processing in modern distributed architectures.
Inf. Syst., 2022

Quality versus speed in energy demand prediction for district heating systems.
CoRR, 2022

Data Integration, Cleaning, and Deduplication: Research Versus Industrial Projects.
Proceedings of the Information Integration and Web Intelligence, 2022

On Customer Data Deduplication: Lessons Learned from a R&D Project in the Financial Sector.
Proceedings of the Workshops of the EDBT/ICDT 2022 Joint Conference, 2022

What Logical Model Is Suitable for Relational Trajectory Data Warehouses? - Application to Agricultural Autonomous Robots.
Proceedings of the Database and Expert Systems Applications, 2022

Quality Versus Speed in Energy Demand Prediction - Experience Report from an R &D project.
Proceedings of the Database and Expert Systems Applications, 2022

Evaluating push-down on NoSQL data sources: experiments and analysis paper.
Proceedings of the BiDEDE '22: Proceedings of The International Workshop on Big Data in Emergent Distributed Environments, 2022

2021
Advances in Data Management in the Big Data Era.
Proceedings of the Advancing Research in Information and Communication Technology, 2021

Schema Evolution in Multiversion Data Warehouses.
Int. J. Data Warehous. Min., 2021

Breakthroughs on Cross-Cutting Data Management, Data Analytics, and Applied Data Science.
Inf. Syst. Frontiers, 2021

Still Open Problems in Data Warehouse and Data Lake Research: extended abstract.
Proceedings of the Eighth International Conference on Social Network Analysis, 2021

On discovering semantics of user-defined functions in data processing workflows.
Proceedings of the BiDEDE '21: Proceedings of the International Workshop on Big Data in Emergent Distributed Environments, 2021

On Modeling Data for IoT Agroecology Applications by means of a UML Profile.
Proceedings of the MEDES '21: Proceedings of the 13th International Conference on Management of Digital EcoSystems, Virtual Event, Tunisia, November 1, 2021

On Designing and Implementing Agro-ecology IoT Applications: Issues from Applied Research Projects.
Proceedings of the 25th International Enterprise Distributed Object Computing Workshop, 2021

Towards an Architecture for Agricultural Autonomous Robots' Scheduling.
Proceedings of the 25th International Enterprise Distributed Object Computing Workshop, 2021

Managing Data in a Big Financial Institution: Conclusions from a R&D Project.
Proceedings of the Workshops of the EDBT/ICDT 2021 Joint Conference, 2021

Reference Architecture for Running Large Scale Data Integration Experiments.
Proceedings of the Database and Expert Systems Applications, 2021

2020
A Temporal Multidimensional Model and OLAP Operators.
Int. J. Data Warehous. Min., 2020

An Alternative View on Data Processing Pipelines from the DOLAP 2019 Perspective.
Inf. Syst., 2020

Guest editorial: Advances in databases and information systems.
Comput. Sci. Inf. Syst., 2020

GooDBye: a Good Graph Database Benchmark - an Industry Experience.
Proceedings of the Workshops of the EDBT/ICDT 2020 Joint Conference, 2020

On Evaluating Performance of Balanced Optimization of ETL Processes for Streaming Data Sources.
Proceedings of the 22nd International Workshop on Design, 2020

On Integrating and Classifying Legal Text Documents.
Proceedings of the Database and Expert Systems Applications, 2020

Data Engineering for Data Science: Two Sides of the Same Coin.
Proceedings of the Big Data Analytics and Knowledge Discovery, 2020

Framework to Optimize Data Processing Pipelines Using Performance Metrics.
Proceedings of the Big Data Analytics and Knowledge Discovery, 2020

On Case-Based Reasoning for ETL Process Repairs: Making Cases Fine-Grained.
Proceedings of the Databases and Information Systems, 2020

Rule Discovery for (Semi-)automatic Repairs of ETL Processes.
Proceedings of the Databases and Information Systems, 2020

2019
DOLAP data warehouse research over two decades: Trends and challenges.
Inf. Syst., 2019

PRESISTANT: Learning based assistant for data pre-processing.
Data Knowl. Eng., 2019

Metadata Discovery Using Data Sampling and Exploratory Data Analysis.
Proceedings of the Model and Data Engineering - 9th International Conference, 2019

Towards a Cost Model to Optimize User-Defined Functions in an ETL Workflow Based on User-Defined Performance Metrics.
Proceedings of the Advances in Databases and Information Systems, 2019

2018
Big Data Semantics.
J. Data Semant., 2018

Intelligent assistance for data pre-processing.
Comput. Stand. Interfaces, 2018

Evaluation of Semantic Metadata Pair Modelling Using Data Clustering.
CoRR, 2018

Fuzzy Metadata Strategies for Enhanced Data Integration.
Proceedings of the 7th International Conference on Data Science, 2018

PRESISTANT: Data Pre-processing Assistant.
Proceedings of the Information Systems in the Big Data Era, 2018

Metadata Reconciliation for Improved Data Binding and Integration.
Proceedings of the Beyond Databases, Architectures and Structures. Facing the Challenges of Data Proliferation and Growing Variety, 2018

2017
From conceptual design to performance optimization of ETL workflows: current state of research and open problems.
VLDB J., 2017

Exploring complex and big data.
Int. J. Appl. Math. Comput. Sci., 2017

From Indicators to Predictive Analytics: A Conceptual Modelling Framework.
Proceedings of the Practice of Enterprise Modeling, 2017

Requirements Engineering for Data Warehouses (RE4DW): From Strategic Goals to Multidimensional Model.
Proceedings of the Advances in Conceptual Modeling, 2017

Context Similarity for Retrieval-Based Imputation.
Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017, Sydney, Australia, July 31, 2017

2016
Automated Data Pre-processing via Meta-learning.
Proceedings of the Model and Data Engineering - 6th International Conference, 2016

On Representing Interval Measures by Means of Functions.
Proceedings of the Model and Data Engineering - 6th International Conference, 2016

Towards Intelligent Data Analysis: The Metadata Challenge.
Proceedings of the International Conference on Internet of Things and Big Data, 2016

Searching for Patterns in Sequential Data: Functionality and Performance Assessment of Commercial and Open-Source Systems.
Proceedings of the Advances in Conceptual Modeling, 2016

2015
Model-Based Requirements Engineering for Data Warehouses: From Multidimensional Modelling to KPI Monitoring.
Proceedings of the Advances in Conceptual Modeling, 2015

Requirements Engineering for Data Warehouses.
Proceedings of the Actes des 11es journées francophones sur les Entrepôts de Données et l'Analyse en Ligne, 2015

Temporal DataWarehouses: Logical Models and Querying.
Proceedings of the Actes des 11es journées francophones sur les Entrepôts de Données et l'Analyse en Ligne, 2015

Sequential Data Analytics by Means of Seq-SQL Language.
Proceedings of the Database and Expert Systems Applications, 2015

Towards a Hybrid Imputation Approach Using Web Tables.
Proceedings of the 2nd IEEE/ACM International Symposium on Big Data Computing, 2015

A Generic Data Warehouse Architecture for Analyzing Workflow Logs.
Proceedings of the Advances in Databases and Information Systems, 2015

2014
Interval OLAP: Analyzing Interval Data.
Proceedings of the Data Warehousing and Knowledge Discovery, 2014

A Logical Model for Multiversion Data Warehouses.
Proceedings of the Data Warehousing and Knowledge Discovery, 2014

2013
Special Issue on: Evolution and Versioning in Semantic Data Integration Systems.
J. Data Semant., 2013

On-Demand ELT Architecture for Right-Time BI: Extending the Vision.
Int. J. Data Warehous. Min., 2013

On Index Structures for Star Query Processing in Data Warehouses.
Proceedings of the Business Intelligence - Third European Summer School, 2013

2012
Time-HOBI: Index for optimizing star queries.
Inf. Syst., 2012

OLAP-Like Analysis of Time Point-Based Sequential Data.
Proceedings of the Advances in Conceptual Modeling, 2012

RTDW-bench: Benchmark for Testing Refreshing Performance of Real-Time Data Warehouse.
Proceedings of the Database and Expert Systems Applications, 2012

An On-Demand ELT Architecture for Real-Time BI.
Proceedings of the Enabling Real-Time Business Intelligence - 6th International Workshop, 2012

2011
Data Warehouse Performance: Selected Techniques and Data Structures.
Proceedings of the Business Intelligence - First European Summer School, 2011

On Handling the Evolution of External Data Sources in a Data Warehouse Architecture.
Proceedings of the Integrations of Data Warehousing, Data Mining and Database Technologies, 2011

2010
Time-HOBI: indexing dimension hierarchies by means of hierarchically organized bitmaps.
Proceedings of the DOLAP 2010, 2010

GPU-WAH: Applying GPUs to Compressing Bitmap Indexes with Word Aligned Hybrid.
Proceedings of the Database and Expert Systems Applications, 21th International Conference, 2010

2009
A Survey of Managing the Evolution of Data Warehouses.
Int. J. Data Warehous. Min., 2009

RLH: Bitmap compression technique based on run-length and Huffman encoding.
Inf. Syst., 2009

Multiversion join index for multiversion data warehouse.
Inf. Softw. Technol., 2009

Predicting access to materialized methods by means of hidden Markov model.
Control. Cybern., 2009

HOBI: Hierarchically Organized Bitmap Index for Indexing Dimensional Data.
Proceedings of the Data Warehousing and Knowledge Discovery, 11th International Conference, 2009

2007
Metadata Management in a Multiversion Data Warehouse.
J. Data Semant., 2007

2006
Managing and Querying Versions of Multiversion Data Warehouse.
Proceedings of the Advances in Database Technology, 2006

Dynamic Method Materialization: A Framework for Optimizing Data Access Via Methods.
Proceedings of the Database and Expert Systems Applications, 17th International Conference, 2006

Managing Multiple Real and Simulation Business Scenarios by Means of a Multiversion Data Warehouse.
Proceedings of the Business Information Systems, 2006

PMAP: Framework to Predicting Method Access Patterns for Materialized Methods.
Proceedings of the Advances in Information Systems, 4th International Conference, 2006

Managing Evolution of Data Warehouses by Means of Nested Transactions.
Proceedings of the Advances in Information Systems, 4th International Conference, 2006

2005
Optimising Performance of Object-Oriented and Object-Relational Systems by Dynamic Method Materialization.
Proceedings of the ADBIS 2005, 2005

2004
Editorial: web and database technologies in business solutions.
Int. J. Web Eng. Technol., 2004

Prototype system for method materialisation and maintenance in object-oriented databases.
Proceedings of the 2004 ACM Symposium on Applied Computing (SAC), 2004

Creation and management of versions in multiversion data warehouse.
Proceedings of the 2004 ACM Symposium on Applied Computing (SAC), 2004

Transaction Concepts for Supporting Changes in Data Warehouses.
Proceedings of the ICEIS 2004, 2004

On querying versions of multiversion data warehouse.
Proceedings of the DOLAP 2004, 2004

On Optimising Data Access Via Materialised Methods in Object-Oriented Systems.
Proceedings of the Advances in Information Systems, Third International Conference, 2004

2003
Designing Storage Structures for Management of Materialised Methods in Object-Oriented Databases.
Proceedings of the Object-Oriented Information Systems, 9th International Conference, 2003

Modeling a Multiversion Data Warehouse: A Formal Approach.
Proceedings of the ICEIS 2003, 2003

2002
On Methods' Materialization in Object-Relational Data Warehouse.
Proceedings of the Advances in Information Systems, Second International Conference, 2002

2001
Hierarchical Materialisation of Methods in OO Views: Design, Maintenance, and Experimental Evaluation.
Proceedings of the 4th ACM International Workshop on Data Warehousing and OLAP (DOLAP 2001), 2001

Design of a Data Warehouse over Object-Oriented and Dynamically Evolving Data Sources.
Proceedings of the 12th International Workshop on Database and Expert Systems Applications (DEXA 2001), 2001

Designing and Implementing an Object Relational Data Warehousing System.
Proceedings of the New Developments in Distributed Applications and Interoperable Systems, 2001

2000
The Construction and Maintenance of Materialised Object-Oriented Views in Data Warehousing Systems.
Proceedings of the 7th EDBT 2000 PhD Workshop, March 31 - April 1, 2000. Konstanz, Germany, 2000

Hierarchical Materialisation of Method Results in Object-Oriented Views.
Proceedings of the Current Issues in Databases and Information Systems, 2000

Designing an Object-Relational Data Warehousing System: Project ORDAWA.
Proceedings of Chalenges, 2000

1999
On a Formal Model of an Object-Oriented Database with Views Supporting Data Materialisation.
Proceedings of the Advances in Databases and Information Systems, 1999


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