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Supporting Operational and Real-time Planning Tasks of Road Freight Transport with Machine Learning. Guiding the Implementation of Machine Learning Algorithms
World-wide trends such as globalization, demographic shifts, increased customer demands, and shorter product lifecycles present a significant challenge to the road freight transport industry: meeting the growing road freight transport demand economically while striving for sustainability. Artificial intelligence, particularly machine learning, is expected to empower transport planners to incorporate more information and react quicker to the fast-changing decision environment. Hence, using machine learning can lead to more efficient and effective transport planning. However, despite the promising prospects of machine learning in road freight transport planning, both academia and industry struggle to identify and implement suitable use cases to gain a competitive edge. In her dissertation, Sandra Lechtenberg explores how machine learning can enhance decision-making in operational and real-time road freight transport planning. She outlines an implementation guideline, which involves identifying decision tasks in planning processes, assessing their suitability for machine learning, and proposing steps to follow when implementing respective algorithms.
Logistics Management
The work contains selected and thoroughly reviewed research papers of the topics Operations Management, Supply Chain Management, Digitalization, Sustainability, Transportation Management, Process Management, Risk Management, Corporate Social Responsibility and Governance. The papers reflect the current state-of-the-art in logistics and supply chain management and new ideas and technical developments are discussed.
The Art of Structuring
Structuring, or, as it is referred to in the title of this book, the art of structuring, is one of the core elements in the discipline of Information Systems. While the world is becoming increasingly complex, and a growing number of disciplines are evolving to help make it a better place, structure is what is needed in order to understand and combine the various perspectives and approaches involved. Structure is the essential component that allows us to bridge the gaps between these different worlds, and offers a medium for communication and exchange. The contributions in this book build these bridges, which are vital in order to communicate between different worlds of thought and methodology – be it between Information Systems (IS) research and practice, or between IS research and other research disciplines. They describe how structuring can be and should be done so as to foster communication and collaboration. The topics covered reflect various layers of structure that can serve as bridges: models, processes, data, organizations, and technologies. In turn, these aspects are complemented by visionary outlooks on how structure influences the field.
Performance Management in Humanitarian Logistics. Development of a Process-driven and IT-supported Performance Measurement System
Logistics and supply chain management are considered as the backbone of humanitarian operations, significantly influencing their performance. Consequently, it is not surprising that the academic community addressed performance measurement in humanitarian logistics early on and extensively. However, there exists a significant disparity between the academic findings on performance measurement and their practical implementation within humanitarian organizations. What factors contribute to this gap, and how can we bridge it? This book aims to provide a socio-technical solution through an action researchbased approach that designs and develops a process-driven and IT-supported performance managem...
An Introduction to Marriage and Family Therapy
Now in its second edition, this text introduces readers to the rich history and practice of Marriage and Family Therapy, with 32 professionals from across the US presenting their knowledge in their areas of expertise. This blend of approaches and styles gives this text a unique voice and makes it a comprehensive resource for graduate students taking their first course in Marriage and Family Therapy. The book is divided into three sections: Part 1 focuses on the components on which 21st century family therapy is based and summarizes the most recent changes made to not only therapeutic interventions, but to the very concept of “family.” Part 2 presents an overview of the 7 major theoretica...
Handbook of Counseling Women
The Handbook of Counseling Women, edited by Mary Kopala and Merle Keitel, draws together a nationally recognized group of contributing scholars and practitioners to address current theories, research, and issues relevant to the mental and physical well-being of women. Comprehensive and accessible, the Second Edition is organized into three parts covering theoretical, sociocultural, biological, and developmental considerations; assessment, diagnosis, and intervention; and supervision, research, and ethics. The reorganization of this new edition includes more sections and chapters giving special attention to such topics as women and poverty, intimate partner violence, women’s career barriers, and considerations for specific ethnic groups.
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Logistics Management
The work contains selected and thoroughly reviewed research papers of the topics Operations Management, Supply Chain Management, Digitalization, Sustainability, Transportation Management, Process Management, Risk Management, Corporate Social Responsibility and Governance. The papers reflect the current state-of-the-art in logistics and supply chain management and new ideas and technical developments are discussed.
