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Modern analysis of HEP data needs advanced statistical tools to separate signal from background. This is the first book which focuses on machine learning techniques. It will be of interest to almost every high energy physicist, and, due to its coverage, suitable for students.
The book delivers an excellent professional development resource for educators and practitioners on the cutting-edge computational intelligence techniques and applications. It covers many areas and topics of computational intelligence techniques and applications proposed by computational intelligence experts and researchers and furthers the enhancement of the community outreach and engagement component of computational intelligence techniques and applications. Furthermore, it presents a rich collection of manuscripts in highly regarded computational intelligence techniques and applications topics that have been creatively compiled. Computers are capable of learning from data and observations...
Proceedings of the NATO Advanced Study Institute, St.Croix, Virgin Islands, USA, 15-26 June 2000
In Dialectics of the Ideal: Evald Ilyenkov and Creative Soviet Marxism Levant and Oittinen provide a window into the subterranean tradition of ‘creative’ Soviet Marxism, which developed on the margins of the Soviet academe and remains largely outside the orbit of contemporary theory in the West. With his ‘activity approach’, E.V. Ilyenkov, its principal figure in the post-Stalin period, makes a substantial contribution toward an anti-reductionist Marxist theory of the subject, which should be of interest to contemporary theorists who seek to avoid economic and cultural reductionism as well as the malaise of postmodern relativism. This volume features Levant’s translation of Ilyenkov’s Dialectics of the Ideal (2009), which remained unpublished until thirty years after the author’s tragic suicide in 1979. Contributors include: Evald Ilyenkov, Tarja Knuuttila, Alex Levant, Andrey Maidansky, Vesa Oittinen, Paula Rauhala, and Birger Siebert.
The conference covered both the experimental and theoretical progress in the field of heavy quark physics and is of interest to readers who wish to stay current with the forefront of research in this field.
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These proceedings comprise current statistical issues in analyzing data in particle physics, astrophysics and cosmology, as discussed at the PHYSTAT05 conference in Oxford. This is a continuation of the popular PHYSTAT series; previous meetings were held at CERN (2000), Fermilab (2000), Durham (2002) and Stanford (2003).In-depth discussions on topical issues are presented by leading statisticians and research workers in their relevant fields. Included are invited reviews and contributed research papers presenting the latest, state-of-the-art techniques./a