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Information Technologies in Environmental Engineering
This monograph contains recent studies in eco-informatics, promising ideas and new challenges in information management for supporting sustainability in companies and other organization. The scope of this book includes sets of solutions which show different stakeholders’ viewpoints on sustainability. In individual chapters, authors discuss the role which Environmental Information Systems (EIS) play in the environmental conscious functioning of enterprise. New models, methods and tools supporting sustainability are presented. Emphasis is placed on the innovative approach to eco-friendly organization and coordination of transport, logistics processes and operations management. The information management and decision making in manufacturing and service organizations is highlighted. The scope of this monograph also encompasses topics related to the modeling and monitoring of climate change.
Rule Extraction from Support Vector Machines
Support vector machines (SVMs) are one of the most active research areas in machine learning. SVMs have shown good performance in a number of applications, including text and image classification. However, the learning capability of SVMs comes at a cost – an inherent inability to explain in a comprehensible form, the process by which a learning result was reached. Hence, the situation is similar to neural networks, where the apparent lack of an explanation capability has led to various approaches aiming at extracting symbolic rules from neural networks. For SVMs to gain a wider degree of acceptance in fields such as medical diagnosis and security sensitive areas, it is desirable to offer a...
Współczesne wyzwania technologiczne a zarządzanie projektami w organizacjach
Spałek S., „Współczesne wyzwania technologiczne a zarządzanie projektami w organizacjach”, [w:] „Wybrane aspekty zarządzania procesami, projektami i ryzykiem w przedsiębiorstwach”, red. E. Sońta-Drączkowska, I. Bednarska-Wnuk, Wydawnictwo Uniwersytetu Łódzkiego, ISBN: 978-83-8220- 331-8; e-ISBN 978-83-8220-332-5, Łódź 2020, s.103-114. Streszczenie Wyzwania technologiczne niejednokrotnie wpływały na rozwój zarządzania projektami w organizacjach, stanowiąc problematykę badawczą podejmowaną przez ośrodki naukowe z różnych krajów. Szczególnie teraz, wraz z niespotykanym dotychczas przyspieszeniem w upowszechnianiu się nowych technologii, kontynuacja badań w te...
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