Ergebnisse für: Data Representation and Collection

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Buch Cover The Political Economy of International Agreements
This volume analyzes international agreements from a political economy perspective. In four essays, it raises the question of whether domestic institutions help explain if countries join international agreements, and in case they do, what type of international organization they join.   The boo...
Buch Cover Modelling Public Transport Passenger Flows in the Era of Intelligent Transport Systems
This book shows how transit assignment models can be used to describe and predict the patterns of network patronage in public transport systems. It provides a fundamental technical tool that can be employed in the process of designing, implementing and evaluating measures and/or policies to improve ...
Buch Cover Advanced Multimodal Compatibility Modeling and Recommendation
This Third Edition sheds light on state-of-the-art theories and practices in multimodal compatibility modeling and recommendation, offering comprehensive insights into this evolving field. This topic, and fashion compatibility modeling in particular, has garnered increasing research attention in rec...
Buch Cover Embedding Knowledge Graphs with RDF2vec
Heiko Paulheim, Petar Ristoski, Jan Portisch
Springer International Publishing
48.14 € · eBook
Data mining knowledge representation in AI Knowledge Graph Embeddings dynamic knowledge graphs ontology learning
This book explains the ideas behind one of the most well-known methods for knowledge graph embedding of transformations to compute vector representations from a graph, known as RDF2vec. The authors describe its usage in practice, from reusing pre-trained knowledge graph embeddings to training tailor...
Buch Cover Graph Learning for Fashion Compatibility Modeling
This book sheds light on state-of-the-art theories for more challenging outfit compatibility modeling scenarios.  In particular, this book presents several cutting-edge graph learning techniques that can be used for outfit compatibility modeling.  Due to its remarkable economic value, fash...
Buch Cover Toward Robots That Reason: Logic, Probability & Causal Laws
This book discusses the two fundamental elements that underline the science and design of artificial intelligence (AI) systems: the learning and acquisition of knowledge from observational data, and the reasoning of that knowledge together with whatever information is available about the application...
Buch Cover The Political Economy of International Agreements
This volume analyzes international agreements from a political economy perspective. In four essays, it raises the question of whether domestic institutions help explain if countries join international agreements, and in case they do, what type of international organization they join.   The boo...
Buch Cover The Political Economy of International Agreements
This volume analyzes international agreements from a political economy perspective. In four essays, it raises the question of whether domestic institutions help explain if countries join international agreements, and in case they do, what type of international organization they join.   The boo...
Buch Cover Modelling Public Transport Passenger Flows in the Era of Intelligent Transport Systems
This book shows how transit assignment models can be used to describe and predict the patterns of network patronage in public transport systems. It provides a fundamental technical tool that can be employed in the process of designing, implementing and evaluating measures and/or policies to improve ...
Buch Cover Visual Analytics for Process Monitoring
In the era of big data, process industries face the challenge of analyzing massive and complex data to extract information for effective process monitoring. This book introduces a novel paradigm called visual analytics. Visual analytics transforms chronological process data into visual formats to un...
Buch Cover Knowledge Graph Reasoning
This book provides a coherent and unifying view for logic and representation learning to contribute to knowledge graph (KG) reasoning and produce better computational tools for integrating both worlds.  To this end, logic and deep neural network models are studied together as integrated models ...
Buch Cover Modelling Public Transport Passenger Flows in the Era of Intelligent Transport Systems
This book shows how transit assignment models can be used to describe and predict the patterns of network patronage in public transport systems. It provides a fundamental technical tool that can be employed in the process of designing, implementing and evaluating measures and/or policies to improve ...

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