Buku akses terbuka ini merupakan prosiding dari Konferensi Internasional Pertama tentang Mesin Argumentasi yang Kuat, Jurnal Filsafat Analitik Internasional (RATIO, International Journal of Analytic Philosophy) 2024, yang berlangsung di Bielefeld, Jerman, selama 5-7 Juni 2024. 20 makalah lengkap dan 1 makalah pendek yang disertakan dalam prosiding ditinjau dan dipilih secara saksama dari 24 kir…
This open access book provides a wealth of hands-on examples that illustrate how hyperparameter tuning can be applied in practice and gives deep insights into the working mechanisms of machine learning (ML) and deep learning (DL) methods. The aim of the book is to equip readers with the ability to achieve better results with significantly less time, costs, effort and resources using the methods…
This open access book presents the results of three years collaboration between earth scientists and data scientist, in developing and applying data science methods for scientific discovery. The book will be highly beneficial for other researchers at senior and graduate level, interested in applying visual data exploration, computational approaches and scientifc workflows.
The second volume of open access essays builds upon the success of the initial installment, "The Economics of Big Science (© 2021, 978-3-030-52390-9, Open Access book as well)," delving deeper into the tangible socio-economic value generated by fundamental science missions and elucidating the various ways in which this benefit is realized. This collection showcases contributions that stem from…
This open access book contains a collection of rare geologic maps and figures made by Chinese geologists in the last century. Preserved in National Geological Archives of China, these artworks demonstrate the development and innovation of geological mapping technology in China in the past 100 years. The collections are highly scientific and artistic, with most of the hand-drawn maps featured wi…
This open access book presents a comprehensive survey of modern operator techniques for boundary value problems and spectral theory, employing abstract boundary mappings and Weyl functions. It includes self-contained treatments of the extension theory of symmetric operators and relations, spectral characterizations of selfadjoint operators in terms of the analytic properties of Weyl functions, …
This open access book identifies and discusses biodiversity’s contribution to physical, mental and spiritual health and wellbeing. Furthermore, the book identifies the implications of this relationship for nature conservation, public health, landscape architecture and urban planning – and considers the opportunities of nature-based solutions for climate change adaptation. This transdiscipli…
Buku akses terbuka ini merupakan hasil prosiding yang telah melalui proses sejawat dari Konferensi Internasional ke-16 tentang Sistem Semantik, SEMANTiCS 2020, yang diadakan di Amsterdam, Belanda, pada bulan September 2020. Konferensi ini diadakan secara virtual karena pandemi COVID-19.
Buku akses terbuka ini merupakan hasil dari Konferensi Internasional ke-18 tentang Analisis Data Cerdas, IDA 2020, yang diadakan di Konstanz, Jerman, pada bulan April 2020. 45 makalah lengkap yang disajikan dalam volume ini ditinjau dan dipilih dengan saksama dari 114 kiriman. Memajukan Analisis Data Cerdas memerlukan ide-ide baru yang berpotensi mengubah permainan. Misi IDA adalah untuk mempro…
This open access book provides a basic introduction to feature modelling and analysis as well as to the integration of AI methods with feature modelling. It is intended as an introduction for researchers and practitioners who are new to the field and will also serve as a state-of-the-art reference to this audience. While focusing on the AI perspective, the book covers the topics of feature mode…