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This text corresponds to a graduate mathematics course taught at Carnegie Mellon University in the spring of 1999. Included are comments added to the lecture notes, a bibliography containing 23 items, and brief biographical information for all scientists mentioned in the text, thus showing that the creation of scientific knowledge is an international enterprise.
This book is focused on the use of deep learning (DL) and artificial intelligence (AI) as tools to advance the fields of malware detection and analysis. The individual chapters of the book deal with a wide variety of state-of-the-art AI and DL techniques, which are applied to a number of challenging malware-related problems. DL and AI based approaches to malware detection and analysis are largely data driven and hence minimal expert domain knowledge of malware is needed. This book fills a gap between the emerging fields of DL/AI and malware analysis. It covers a broad range of modern and practical DL and AI techniques, including frameworks and development tools enabling the audience to innovate with cutting-edge research advancements in a multitude of malware (and closely related) use cases.
The social historian, searching for the basis of a culture, often turns to a study of ordinary people. Perhaps one of the most revealing places to find them is in a court of law. In this presentatoin of nine criminal trials of sixteenth-century Rome (1540-75), where magistrates kept verbatim records, Thomas and Elizabeth Cohen paint a lively portrait of a society, one that is reminiscent of Boccaccio. These stories, however, are true. Each trial transcript is followed by an essay that interprets the beliefs, codes, everyday speech, and personal transactions of a world that is radically different from our own. The people on trial include assassins, a spell-caster, an exorcist, an adulterous wife, several courtesans, and the peasant cast of a bawdy, sacrilegious play. Out of their often pognant troubles, and their machinations, comes a vivid revelation of not only the tumultuous street life of Rome but also rituals of honour, the power and weakness of women, and the realities of social and economic hierarchies. Like cinema-verite, Words and Deeds in Renaissance Rome gives us an intimate glimpse of a people and their world.
This book, written by experts from across the world, provides a comprehensive, up-to-date overview covering all aspects of posterior fossa neoplasms in pediatric patients, including medulloblastoma, ependymoma, cerebellar astrocytoma, atypical teratoid/rhabdoid tumor, chordoma, brain stem tumors, and rarer entities. For each tumor type, individual chapters are devoted to genetics, radiological evaluation using advanced imaging techniques, surgery, pathology, oncology, and radiation treatment. In addition, a separate section describes the various surgical approaches that may be adopted and offers guidance on the treatment of hydrocephalus and the role of intraoperative mapping and monitoring....
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