This open access book offers a strategic perspective on AI and the process of embedding it in society. After decades of research, Artificial Intelligence (AI) is now entering society at large. Due to its general purpose character, AI will change society in multiple, fundamental and unpredictable ways. Therefore, the Netherlands Scientific Council for Government Policy (WRR) characterizes AI…
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…
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…
This open access book constitutes selected papers presented during the 30th Irish Conference on Artificial Intelligence and Cognitive Science, held in Munster, Ireland, in December 2022. The 41 presented papers were thoroughly reviewed and selected from the 102 submissions. They are organized in topical sections on machine learning, deep learning and applications; responsible and trustwo…
This book constitutes the thoroughly refereed post-conference proceedings of the 4th International Workshop on Graph Structures for Knowledge Representation and Reasoning, GKR 2015, held in Buenos Aires, Argentina, in July 2015, associated with IJCAI 2015, the 24th International Joint Conference on Artificial Intelligence. The 9 revised full papers presented were carefully reviewed and selected…
This open access book constitutes the proceeding of the 28th International Conference on Automated Deduction, CADE 28, held virtually in July 2021. The 29 full papers and 7 system descriptions presented together with 2 invited papers were carefully reviewed and selected from 76 submissions. CADE is the major forum for the presentation of research in all aspects of automated deduction, includin…
This open access book discusses the theory and methods of hypergraph computation. Many underlying relationships among data can be represented using graphs, for example in the areas including computer vision, molecular chemistry, molecular biology, etc. In the last decade, methods like graph-based learning and neural network methods have been developed to process such data, they are particula…