Edward Szczerbicki
Gdańsk University of Technology, University of Iowa, University of Newcastle Australia
Papers
7
Total Citations
62
H-Index
6
About
Edward Szczerbicki is a pioneering researcher in the intersection of artificial intelligence, knowledge engineering, and smart manufacturing. His work centers on developing intelligent systems that can acquire, formalize, and share knowledge autonomously, particularly within the Internet of Things/Internet of Data (IoT/IoD) paradigm. A major contribution is the creation of Decisional DNA, a novel, domain-independent knowledge representation structure that captures and reuses experiential knowledge, with impactful applications in robotics and autonomous agents. His most cited work, "Manufacturing Data Analysis in Internet of Things/Internet of Data (IoT/IoD) Scenario" (25 citations), addresses critical challenges in computer-integrated manufacturing, while his foundational research on knowledge acquisition for autonomous cooperating agents (1993, 7 citations) and decision trees for reasoning (1996, 6 citations) has shaped the field. Szczerbicki has also explored cognitive vision for hazard control and signed directed graphs for multi-agent systems. His Decisional DNA framework, tested in robotics, represents a notable achievement in enabling machines to learn from experience, demonstrating significant potential for advancing autonomous, knowledge-driven manufacturing and intelligent systems.
Research Focus
Key Achievements
Top Papers
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- 4Acquisition of knowledge for autonomous cooperating agents7 citations · 1993
- 5Decisional DNA Applied to Robotics6 citations · 2010
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- 7Signed directed graphs and reasoning for agents and multi-agent systems3 citations · 1996