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Advances in training models with log-linear structures, with topics including variable selection, the geometry of neural nets, and applications. Log-linear models play a key role in modern big data and machine learning applications. From simple binary classification models through partition functions, conditional random fields, and neural nets, log-linear structure is closely related to performance in certain applications and influences fitting techniques used to train models. This volume covers recent advances in training models with log-linear structures, covering the underlying geometry, optimization techniques, and multiple applications. The first chapter shows readers the inner workings...
This book presents the role of nanoparticles in cancer therapy, emphasizing their innovative applications across treatment, diagnosis and the development of therapeutic strategies. The first section of the book describes the applications of nanoparticles in cancer vaccines and gene therapy. It features discussions on polymeric nanoparticles as nanovaccine carriers, membrane-based nano-vaccines for immunotherapy and gene therapy techniques employing nanoparticles. The second section presents advanced nanomedicine approaches, specifying the role of chemodynamic nanoparticles in cancer theranostics, the application of low-dimensional nanomaterials and emerging strategies against drug resistance...
An up-to-date listing of some of the key personnel involved in the major institutions of the European Union.
This exciting and comprehensive anthology?the first anthology of German women's fairy tales in English?presents a variety of published and archival fairy tales from 1780 to 1900. These authors of these stories used fairy tales to explain their own lives, to teach children, to examine history, and to critique society and the status quo. Powerful and conflicted females are queens, girls on quests, mothers, daughters, magical wisewomen, and midwives to the fairies; they love, hate, murder, save children, fight tyranny, overcome cannibals, and rescue the working poor. ø Jeannine Blackwell's introduction places the tales in their historical, social, and critical context, and Shawn C. Jarvis's afterword presents a thematic analysis of the texts and approaches to reading them in conjunction with other European and American tales.
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July 15 – August 12, Bogazici University Campus eNTERFACE'07 took place in Istanbul, at the campus of the Bogazici University. The one month long workshop was attended by 140 people. The workshop was organized around 12 well-defined projects, as the...