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Horvath, I. (author)System knowledge and reasoning mechanisms are essential means for intellectualization of cyber-physical systems (CPSs). As enablers of system intelligence, they make such systems able to solve application problems and to maintain their efficient operation. Normally, system intelligence has a human-created initial part and a system-produced ...journal article 2024
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Horvath, I. (author), Tepjit, Sirasak (author)Application-specific reasoning mechanisms (ASRMs) development is a rapidly growing domain of systems engineering. A demonstrative implementation of an active recommender system (ARS) was realized to support designing ASRMs and to circumvent procedural obstacles by providing context-sensitive recommendations. The specific problem for the...journal article 2024
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Horvath, I. (author), Abou Eddahab-Burke, F. (author)There are many large-scale, transdisciplinary research problematics associated with next-generation cyber-physical systems, which are difficult to capture, analyze, and transfer into sharable research models. This two-part paper is intended to contribute to a better understanding and to provide a systematic approach to describing, scoping, and...journal article 2024
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Abou Eddahab-Burke, F. (author), Horvath, I. (author)This second Part of the paper (i) develops a detailed procedural model for handling complicated research problematics, (ii) transfers the procedural framework into a scenario of processing steps, (iii) demonstrates the deployment of the procedural scenario in a sample case, and (iv) addresses some important issues of research model development...journal article 2024
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Horvath, I. (author)Cyber-physical systems (CPSs) are seen as one of the tangible results of the convergence of advanced information technology, nanotechnology, biotechnology, cognitive science, and social science in addition to conventional systems science, engineering, and technologies. Designing next-generation cyber-physical systems (NG-CPSs) is a...journal article 2023
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Horvath, I. (author), Wan, Thomas T.H. (author), Huang, Jingwei (author), Coatanea, Eric (author), Rayz, Julia M. (author), Zeng, Yong (author), Kim, Kyoung Yun (author)This Extended Editorial has been compiled by the members of the Editorial Board to celebrate the 25th anniversary of the establishment of the Journal of Integrated Design and Process Science, which operates as the Transactions of the Society for Process and Design Science. The paper divides in three parts. The first part provides a detailed...review 2023
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Horvath, I. (author)Conceptualization and design of intellectualized, socialized, and personalized cyber-physical systems (CPSs) need integration of existing knowledge across the involved disciplines, as well as exploration and synthesis of novel knowledge beyond disciplinary boundaries. The latter needs a combined use of interdisciplinary, multidisciplinary,...review 2023
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Horvath, I. (author)Machlup, F. used the words alpha, beta, and gamma to identify humanities, science, and social science as three distinct fields of academic learning and knowing, in addition to general knowledge. Gilles, W. and Paquet, G. identified a fourth type of disciplinary knowledge and labelled it as delta. This includes the knowledge of creative...journal article 2022
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Horvath, I. (author)The special issue of the Journal of Integrated Design and Process Science (JIDPS) discusses inventive approaches to competitive systems engineering, including any new developments in the area. It focuses on how inventiveness can be achieved in such a conventional domain as general systems engineering and how researchers see milestones of...review 2022
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Li, Yongzhe (author), Horvath, I. (author), Rusak, Z. (author)Applicability testing of constructive computational mechanisms (CCMs) is a new challenge for both the academia and the industry. The overwhelming majority of the existing validation approaches focuses on the internal validity of CCMs (e.g. consistency, bias), while there is a shortage of efficient approaches for assessing the external...journal article 2022
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Horvath, I. (author)Machlup used the words alpha, beta, and gamma to identify humanities, science, and social science as three distinct fields of academic learning and knowing, in addition to general knowledge. Gilles and Paquet identified a fourth type of disciplinary knowledge and labeled it as delta. This includes the knowledge of creative disciplines such as...journal article 2022
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Horvath, I. (author)Though they can be traced back to different roots, both smart design and smart systems have to do with the recent developments of artificial intelligence. There are two major questions related to them: (i) What way are smart design and smart systems enabled by artificial narrow, general, or super intelligence? and (ii) How can smart design be...journal article 2021
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Horvath, I. (author), Tavčar, Jože (author)Cyber-physical systems (CPSs) represent practical examples of the integration of bits and atoms in human and social contexts and contribute to the integration of neurons and genes into system implementation. Many experts believe that a deeper theoretical understanding of system adaptation will lead to the development of autonomous systems and...review 2021
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- Horvath, I. (author), Zeng, Yong (author), Liu, Y. (author), Summers, Joshua (author) contribution to periodical 2021
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Horvath, I. (author)Owing to the results of research in system science, artificial intelligence, and cognitive engineering, engineered systems are becoming more and more powered by knowledge. Complementing common-sense andscientific knowledge,systemknowledge is maturingintoa crucial productive asset. However, an overall theory of the knowledge of...journal article 2020
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Abou Eddahab-Burke, F. (author), Horvath, I. (author)Though many enhancements are still possible and needed, data analytics software packages invaded all segments of industrial businesses. Since product designers are not specialized data analysts, an op- portunity of enhancement is to provide advice by smart data analytics toolboxes (SDATBs). For in- stance, SDATBs can provide guidance at...conference paper 2020
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Abou Eddahab-Burke, F. (author), Horvath, I. (author)Data analytics needs dedicated tools, which are getting complex. In this paper we summarize the results of our literature research done with special attention to existing and potential future tools. The attention is paid mainly to processing big data, rather than to effective semantic processing of middle-of-life data (MoLD). The issue of...journal article 2020
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- Horvath, I. (author) contribution to periodical 2020
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Abou Eddahab-Burke, F. (author), Horvath, I. (author)Continuous enhancements of connected products make them able to generate and communicate a huge amounts of middle-of-life data streams to their producers. This affordance also creates a challenge for current data analytics tools unable to keep up with the heterogeneous nature and characteristics of these type of data. Accordingly, a function...conference paper 2020
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Tavčar, Jože (author), Duhovnik, Jože (author), Horvath, I. (author)Conventionally, a technical system is defined in the design phase and considers all important requirements and aspects. The expected operations and the circumstances of operations are to be known in advance. If these are known, then the designed system can even be validated before it is produced or launched on the market. Validation is...journal article 2020