Investigations of Concept Development to Improve Data Quality in Research Information Systems (Untersuchungen zur Konzeptentwicklung für eine Verbesserung der Datenqualität in Forschungsinformationssystemen). - Otmane Azeroual; Gunter Saake; Mohammad Abuosba (Grundlagen von Datenbanken, 2018)

Text data mining and data quality management for research information systems in the context of open data and open science. - Otmane Azeroual; Gunter Saake; Mohammad Abuosba; Joachim Schöpfel (CoRR, 2018)

Analyzing data quality issues in research information systems via data profiling. - Otmane Azeroual; Gunter Saake; Eike Schallehn (Int. J. Inf. Manag., 2018)

Data measurement in research information systems: metrics for the evaluation of data quality. - Otmane Azeroual; Gunter Saake; Jürgen Wastl (Scientometrics, 2018)

Quality of Research Information in RIS Databases: A Multidimensional Approach. - Otmane Azeroual; Gunter Saake; Mohammad Abuosba; Joachim Schöpfel (BIS (1), 2019)

A Text and Data Analytics Approach to Enrich the Quality of Unstructured Research Information. - Otmane Azeroual (Comput. Inf. Sci., 2019)

Research Intelligence (CRIS) and the Cloud: A Review. - Otmane Azeroual; Joachim Schöpfel (Comput. Inf. Sci., 2019)

Data Quality Measures and Data Cleansing for Research Information Systems. - Otmane Azeroual; Gunter Saake; Mohammad Abuosba (CoRR, 2019)

Improving the data quality in the research information systems. - Otmane Azeroual; Mohammad Abuosba (CoRR, 2019)

The Effects of Using Business Intelligence Systems on an Excellence Management and Decision-Making Process by Start-Up Companies: A Case Study. - Otmane Azeroual; Horst Theel (CoRR, 2019)

ETL Best Practices for Data Quality Checks in RIS Databases. - Otmane Azeroual; Gunter Saake; Mohammad Abuosba (Informatics, 2019)

Text and Data Quality Mining in CRIS. - Otmane Azeroual (Inf., 2019)

Solving problems of research information heterogeneity during integration - using the European CERIF and German RCD standards as examples. - Otmane Azeroual; Gunter Saake; Mohammad Abuosba; Joachim Schöpfel (Inf. Serv. Use, 2019)

Quality Issues of CRIS Data: An Exploratory Investigation with Universities from Twelve Countries. - Otmane Azeroual; Joachim Schöpfel (Publ., 2019)

How to Inspect and Measure Data Quality about Scientific Publications: Use Case of Wikipedia and CRIS Databases. - Otmane Azeroual; Wlodzimierz Lewoniewski (Algorithms, 2020)

Treatment of Bad Big Data in Research Data Management (RDM) Systems. - Otmane Azeroual (Big Data Cogn. Comput., 2020)

Data Wrangling in Database Systems: Purging of Dirty Data. - Otmane Azeroual (Data, 2020)

Data Quality as a Critical Success Factor for User Acceptance of Research Information Systems. - Otmane Azeroual; Gunter Saake; Mohammad Abuosba; Joachim Schöpfel (Data, 2020)

Influence of Information Quality via Implemented German RCD Standard in Research Information Systems. - Otmane Azeroual; Joachim Schöpfel; Dragan Ivanovic (Data, 2020)

Mapping and semantic interoperability of the German RCD data model with the Europe-wide accepted CERIF. - Otmane Azeroual; Nico Herbig 002 (Inf. Serv. Use, 2020)

Implementation and user acceptance of research information systems. - Joachim Schöpfel; Otmane Azeroual; Gunter Saake (Data Technol. Appl., 2020)

Research Ethics, Open Science and CRIS. - Joachim Schöpfel; Otmane Azeroual; Monika Jungbauer-Gans (Publ., 2020)

Proof of concept to secure the quality of research data. - Otmane Azeroual (ICMV, 2021)

Rewarding Research Data Management. - Joachim Schöpfel; Otmane Azeroual (WWW (Companion Volume), 2021)

Processing Big Data with Apache Hadoop in the Current Challenging Era of COVID-19. - Otmane Azeroual; Renaud Fabre (Big Data Cogn. Comput., 2021)

Without Data Quality, There Is No Data Migration. - Otmane Azeroual; Meena Jha (Big Data Cogn. Comput., 2021)

Data Quality Strategy Selection in CRIS: Using a Hybrid Method of SWOT and BWM. - Otmane Azeroual; Mohammad Javad Ershadi; Amir Azizi; Melikasadat Banihashemi; Reza Edris Abadi (Informatica (Slovenia), 2021)

Künstliche Intelligenz als fundierte Entscheidungshilfe in Datenbanken wie CRIS. - Otmane Azeroual (Inf. Wiss. Prax., 2021)

Datenqualität und -kuratierung als Voraussetzung für Open Research Data. - Otmane Azeroual (Inf. Wiss. Prax., 2021)

Evaluating the scientific impact of research infrastructures: The role of current research information systems. - Renaud Fabre; Daniel Egret; Joachim Schöpfel; Otmane Azeroual (Quant. Sci. Stud., 2021)

Untersuchungen zur Datenqualität und Nutzerakzeptanz von Forschungsinformationssystemen. - Otmane Azeroual (2021)

Untersuchungen zur Datenqualität und Nutzerakzeptanz von Forschungsinformationssystemen - Framework zur Überwachung und Verbesserung der Qualität von Forschungsinformationen - Otmane Azeroual (Springer Vieweg Wiesbaden, 2022)

Combining Data Lake and Data Wrangling for Ensuring Data Quality in CRIS. - Otmane Azeroual; Joachim Schöpfel; Dragan Ivanovic; Anastasija Nikiforova (CRIS, 2022)

Research Information Systems and Ethics relating to Open Science. - Joachim Schöpfel; Otmane Azeroual; Pablo de Castro (CRIS, 2022)

Legal aspects and data protection in relation to the CRIS system. - Danica Zendulková; Otmane Azeroual (CRIS, 2022)

Putting FAIR Principles in the Context of Research Information: FAIRness for CRIS and CRIS for FAIRness. - Otmane Azeroual; Joachim Schöpfel; Janne Pölönen; Anastasija Nikiforova (KDIR, 2022)

FAIRification of CRIS: A Review. - Otmane Azeroual; Joachim Schöpfel; Janne Pölönen; Anastasija Nikiforova (IC3K, 2022)

GRAPHYP: A Scientific Knowledge Graph with Manifold Subnetworks of Communities. Detection of Scholarly Disputes in Adversarial Information Routes. - Renaud Fabre; Otmane Azeroual; Patrice Bellot; Joachim Schöpfel; Daniel Egret (CoRR, 2022)

NoSQL security: can my data-driven decision-making be affected from outside? - Anastasija Nikiforova; Artjoms Daskevics; Otmane Azeroual (CoRR, 2022)

Retrieving Adversarial Cliques in Cognitive Communities: A New Conceptual Framework for Scientific Knowledge Graphs. - Renaud Fabre; Otmane Azeroual; Patrice Bellot; Joachim Schöpfel; Daniel Egret (Future Internet, 2022)

Apache Spark and MLlib-Based Intrusion Detection System or How the Big Data Technologies Can Secure the Data. - Otmane Azeroual; Anastasija Nikiforova (Inf., 2022)

A Record Linkage-Based Data Deduplication Framework with DataCleaner Extension. - Otmane Azeroual; Meena Jha; Anastasija Nikiforova; Kewei Sha; Mohammad A. Alsmirat; Sanjay Jha (Multimodal Technol. Interact., 2022)

Forschungsinformationssysteme und Ethik: eine doppelte Herausforderung. - Otmane Azeroual; Joachim Schöpfel (Inf. Wiss. Prax., 2022)

RecSys Pertaining to Research Information with Collaborative Filtering Methods: Characteristics and Challenges. - Otmane Azeroual; Tibor Koltay (Publ., 2022)

Predictive Analytics intelligent decision-making framework and testing it through sentiment analysis on Twitter data. - Otmane Azeroual; Radka Nacheva; Anastasija Nikiforova; Uta Störl; Amel Fraisse (CompSysTech, 2023)

Data Mesh for Managing Complex Big Data Landscapes and Enhancing Decision Making in Organizations. - Otmane Azeroual; Radka Nacheva (KMIS, 2023)

A Multiverse Graph to Help Scientific Reasoning from Web Usage: Interpretable Patterns of Assessor Shifts in GRAPHYP. - Renaud Fabre; Otmane Azeroual; Joachim Schöpfel; Patrice Bellot; Daniel Egret (Future Internet, 2023)

Elastic Stack and GRAPHYP Knowledge Graph of Web Usage: A Win-Win Workflow for Semantic Interoperability in Decision Making. - Otmane Azeroual; Renaud Fabre; Uta Störl; Ruidong Qi (Future Internet, 2023)

Ethical aspects using AI in CRIS. - Otmane Azeroual; Joachim Schöpfel; Uta Störl; Ana Marusic (CRIS, 2024)

Knowledge Graphs - The Future of Integration in CRIS Systems for Uses of Assistance to Scientific Reasoning. - Renaud Fabre; Otmane Azeroual (CRIS, 2024)

From Open Repositories to CRIS - A Case Study. - Joachim Schöpfel; Otmane Azeroual; Stéphane Chaudiron; Bernard Jacquemin; Eric Kergosien; Hélène Prost; Florence Thiault (CRIS, 2024)

Smart Data Stewardship: Innovating Governance and Quality with AI. - Otmane Azeroual (KMIS, 2024)

Research information in the light of artificial intelligence: quality and data ecologies. - Otmane Azeroual; Tibor Koltay (CoRR, 2024)

Das Nacaps-Datenportal - Potenziale, Besonderheiten und Datenqualität in interaktiven digitalen Reportings. - Otmane Azeroual (Inf. Wiss. Prax., 2024)

Digitalisierung im Forschungsmanagement - Potenziale, Herausforderungen & Entscheidungsmodelle. - Otmane Azeroual (Inf. Wiss. Prax., 2024)

AI Meets Data Science: Preprocessing and Feature Selection Reimagined. - Otmane Azeroual (AICCONF, 2025)

A CRISP-DM and Predictive Analytics Framework for Enhanced Decision-Making in Research Information Management Systems. - Otmane Azeroual; Radka Nacheva; Anastasija Nikiforova; Uta Störl (Informatica (Slovenia), 2025)

Datenmanagement 4.0: Künstliche Intelligenz als Treiber für innovative Forschungsinformationssysteme. - Otmane Azeroual; Uta Störl; Laura Rothfritz; Joachim Schöpfel; Ulrich Herb; Georg Borges (Inf. Wiss. Prax., 2025)