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Computer Science

D-Index
39
Citations
8062
World Ranking
9628
National Ranking
69

Overview

Ivica Crnkovic is affiliated with Chalmers University of Technology in Sweden. Their research spans multiple domains within computer science and business management. The primary fields of study for their work include Computer Science and Business, Management and Accounting, reflecting an interdisciplinary approach.

Their subfields of study cover Management Information Systems, Artificial Intelligence, Industrial and Manufacturing Engineering, Information Systems, and Hardware and Architecture. This diverse focus highlights contributions to both theoretical and applied aspects of technology and management.

Ivica Crnkovic's research topics encompass a variety of themes such as Big Data and Business Intelligence, Real-Time Systems Scheduling, Software System Performance and Reliability, Machine Learning and Data Classification, Business Process Modeling and Analysis, Software Engineering Research, and Data Quality and Management.

Frequent co-authors in their work include Jan Bosch, Helena Holmström Olsson, Lucy Ellen Lwakatare, Hugo Andrade, and Ellinor Rånge, indicating active collaboration within their research network.

Recent papers authored or co-authored by Ivica Crnkovic include:

  • Large-scale machine learning systems in real-world industrial settings: A review of challenges and solutions, 2020, Information and Software Technology
  • Engineering AI Systems: A Research Agenda, 2020, arXiv (Cornell University)
  • AI Engineering: Realizing the Potential of AI, 2022, IEEE Software
  • Refactoring Software in the Automotive Domain for Execution on Heterogeneous Platforms, 2020, Chalmers Research (Chalmers University of Technology)
  • Experimenting the Automated Selection of COTS Components Based on Cost and System Requirements, 2020, TUGraz OPEN Library (Graz University of Technology)

The venues most commonly publishing their work include arXiv (Cornell University), IEEE Software, Information and Software Technology, TUGraz OPEN Library (Graz University of Technology), and Chalmers Research (Chalmers University of Technology). These venues signify dissemination of research findings across both formal peer-reviewed journals and open-access repositories.

Best Publications

  • Building Reliable Component-Based Software Systems

    Ivica Crnkovic;Magnus Larsson

  • Component-based software engineering - new challenges in software development

    I. Crnkovic

  • Component-based Development Process and Component Lifecycle

    Ivica Crnkovic;Stig Larsson;Michel R. V. Chaudron

  • A Classification Framework for Software Component Models

    I. Crnkovic;S. Sentilles;A. Vulgarakis;M. R. V. Chaudron

  • Implementing and Integrating Product Data Management and Software Configuration Management

    Ivica Crnkovic;Ulf Asklund;Annita Persson Dahlqvist

  • Component-Based Development Process and Component Lifecycle

    Ivica Crnkovic;Michel Chaudron;Stig Larsson

  • Framing sustainability as a property of software quality

    Patricia Lago;Sedef Akinli Koçak;Ivica Crnkovic;Birgit Penzenstadler

  • A systematic review of software architecture evolution research

    Hongyu Pei Breivold;Ivica Crnkovic;Magnus Larsson

  • A Component Model for Control-Intensive Distributed Embedded Systems

    Séverine Sentilles;Aneta Vulgarakis;Tomáš Bureš;Jan Carlson

  • Large-scale machine learning systems in real-world industrial settings: A review of challenges and solutions

    Lucy Ellen Lwakatare;Aiswarya Raj;Ivica Crnkovic;Jan Bosch

  • SaveCCM - a component model for safety-critical real-time systems

    H. Hansson;M. AAkerholm;I. Crnkovic;M. Torngren

  • A taxonomy of software engineering challenges for machine learning systems : An empirical investigation

    Lucy Ellen Lwakatare;Aiswarya Raj;Jan Bosch;Helena Holmström Olsson

  • Component-based software engineering for embedded systems

    Ivica Crnkovic

  • Specification, implementation, and deployment of components

    Ivica Crnkovic;Brahim Hnich;Torsten Jonsson;Zeynep Kiziltan

  • Twenty-eight years of component-based software engineering

    Tassio Vale;Ivica Crnkovic;Eduardo Santana de Almeida;Paulo Anselmo da Mota Silveira Neto

  • Challenges of component-based development

    Ivica Crnkovic;Magnus Larssom

  • Model-Driven Engineering for Mission-Critical IoT Systems

    Federico Ciccozzi;Ivica Crnkovic;Davide Di Ruscio;Ivano Malavolta

  • Component-based approach for embedded systems

    Ivica Crnkovic

  • A case study: demands on component-based development

    Ivica Crnkovic;Magnus Larsson

  • Guidelines for a graduate curriculum on embedded software and systems

    P. Caspi;A. Sangiovanni-Vincentelli;L. Almeida;A. Benveniste

Frequent Co-Authors

Jan Bosch
Jan Bosch Chalmers University of Technology
Antonia Bertolino
Antonia Bertolino National Research Council (CNR)
Ralf Reussner
Ralf Reussner Karlsruhe Institute of Technology
Hans Hansson
Hans Hansson Mälardalen University
Raffaela Mirandola
Raffaela Mirandola Polytechnic University of Milan
Henry Muccini
Henry Muccini University of L'Aquila
Paul Pettersson
Paul Pettersson Mälardalen University
Patricia Lago
Patricia Lago Vrije Universiteit Amsterdam
Danny Weyns
Danny Weyns KU Leuven
Per Runeson
Per Runeson Lund University

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