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Link Mining and Localisation in the Context of Face-to-Face Contact Networks
For a long time an automatic detection of contacts between humans was not possible. In this work a new generation of resource-aware RFID tags (proximity tags) is used which has the ability to detect reliable face-to-face contacts. This innovation opens up new research possibilities in the ?elds of human contact behaviour analysis, link prediction and indoor localisation. In this context the identi?cation of human contact structures and their underlying pro¬cesses is a prominent research topic. However, the analysis of of?ine social networks has been largely neglected. In this work face-to-face information is utilised to study the link prediction problem as well as dynamic and static contact...
Die VENUS-Entwicklungsmethode
Keine Angaben
Hands-On One-shot Learning with Python
Get to grips with building powerful deep learning models using PyTorch and scikit-learn Key FeaturesLearn how you can speed up the deep learning process with one-shot learningUse Python and PyTorch to build state-of-the-art one-shot learning modelsExplore architectures such as Siamese networks, memory-augmented neural networks, model-agnostic meta-learning, and discriminative k-shot learningBook Description One-shot learning has been an active field of research for scientists trying to develop a cognitive machine that mimics human learning. With this book, you'll explore key approaches to one-shot learning, such as metrics-based, model-based, and optimization-based techniques, all with the h...
Evolutionary Learning: Advances in Theories and Algorithms
Many machine learning tasks involve solving complex optimization problems, such as working on non-differentiable, non-continuous, and non-unique objective functions; in some cases it can prove difficult to even define an explicit objective function. Evolutionary learning applies evolutionary algorithms to address optimization problems in machine learning, and has yielded encouraging outcomes in many applications. However, due to the heuristic nature of evolutionary optimization, most outcomes to date have been empirical and lack theoretical support. This shortcoming has kept evolutionary learning from being well received in the machine learning community, which favors solid theoretical appro...
Music for Piano and Orchestra
Suitable for all admirers of the piano, this work brings together more than 3,000 works for piano and orchestra. It comes with a supplement containing over 200 new entries.
From the Mountains to the Cities
At the start of the twentieth century, the Korean Buddhist tradition was arguably at the lowest point in its 1,500-year history in the peninsula. Discriminatory policies and punitive measures imposed on the monastic community during the Chosŏn dynasty (1392–1910) had severely weakened Buddhist institutions. Prior to 1895, monastics were prohibited by law from freely entering major cities and remained isolated in the mountains where most of the surviving temples and monasteries were located. In the coming decades, profound changes in Korean society and politics would present the Buddhist community with new opportunities to pursue meaningful reform. The central pillar of these reform effort...
Culture and Tourism in a Smart, Globalized, and Sustainable World
This book gathers the proceedings of the 7th International Conference, with the theme “Culture and Tourism in a Smart, Globalized and Sustainable World,” held on Hydra Island, Greece, on June 17–19, 2020, published with the support of the International Association of Cultural and Digital Tourism. Highlighting the contributions made by numerous writers to the advancement of tourism research, this book presents a critical academic discourse on sustainable practices in the smart tourism context, improving readers’ understanding of, and stimulating future debates in, this critical area. In addition to the knowledge economy and the concept of smart destinations, the book addresses new modes of tourism management and development, as well as emerging technologies, including location-based services, the Internet of things, smart cities, mobile services, gamification, digital collections and the virtual visitor, social media, social networking, and augmented reality.
