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Entropy Randomization in Machine Learning
Entropy Randomization in Machine Learning presents a new approach to machine learning—entropy randomization—to obtain optimal solutions under uncertainty (uncertain data and models of the objects under study). Randomized machine-learning procedures involve models with random parameters and maximum entropy estimates of the probability density functions of the model parameters under balance conditions with measured data. Optimality conditions are derived in the form of nonlinear equations with integral components. A new numerical random search method is developed for solving these equations in a probabilistic sense. Along with the theoretical foundations of randomized machine learning, Ent...
Advances in Neural Computation, Machine Learning, and Cognitive Research IV
This book describes new theories and applications of artificial neural networks, with a special focus on answering questions in neuroscience, biology and biophysics and cognitive research. It covers a wide range of methods and technologies, including deep neural networks, large scale neural models, brain computer interface, signal processing methods, as well as models of perception, studies on emotion recognition, self-organization and many more. The book includes both selected and invited papers presented at the XXII International Conference on Neuroinformatics, held on October 12-16, 2020, Moscow, Russia.
Learning Systems: From Theory to Practice
By presenting the latest advances in fuzzy sets and computing with words from around the globe, this book disseminates recent innovations in advanced intelligent technologies and systems. From intelligent control and intuitionistic fuzzy quantifiers to various data science and industrial applications, it includes a wide range of valuable lessons learned and ideas for future intelligent products and systems.
The Burning Bush
Vladimir Solovyov, one of nineteenth-century Russia's greatest Christian philosophers, was renowned as the leading defender of Jewish civil rights in tsarist Russia in the 1880s. The Burning Bush: Writings on Jews and Judaism presents an annotated translation of Solovyov's complete oeuvre on the Jewish question, elucidating his terminology and identifying his references to persons, places, and texts, especially from biblical and rabbinic writings. Many texts are provided in English translation by Gregory Yuri Glazov for the first time, including Solovyov's obituary for Joseph Rabinovitch, a pioneer of modern Messianic Judaism, and his letter in the London Times of 1890 advocating for greater...
Russian Jews Between the Reds and the Whites, 1917-1920
In the years following the Russian Revolution, a bitter civil war was waged between the Bolsheviks, with their Red Army of Workers and Peasants on the one side, and the various groups that constituted the anti-Bolshevik movement on the other. The major anti-Bolshevik force was the White Army, whose leadership consisted of former officers of the Russian imperial army. In the received—and simplified—version of this history, those Jews who were drawn into the political and military conflict were overwhelmingly affiliated with the Reds, while from the start, the Whites orchestrated campaigns of anti-Jewish violence, leading to the deaths of thousands of Jews in pogroms in the Ukraine and els...
Advances in Neural Computation, Machine Learning, and Cognitive Research IV
This book describes new theories and applications of artificial neural networks, with a special focus on answering questions in neuroscience, biology and biophysics and cognitive research. It covers a wide range of methods and technologies, including deep neural networks, large scale neural models, brain computer interface, signal processing methods, as well as models of perception, studies on emotion recognition, self-organization and many more. The book includes both selected and invited papers presented at the XXII International Conference on Neuroinformatics, held on October 12-16, 2020, Moscow, Russia.
The Jews of Eastern Europe, 1772-1881
In the nineteenth century, the largest Jewish community the modern world had known lived in hundreds of towns and shtetls in the territory between the Prussian border of Poland and the Ukrainian coast of the Black Sea. The period had started with the partition of Poland and the absorption of its territories into the Russian and Austro-Hungarian empires; it would end with the first large-scale outbreaks of anti-Semitic violence and the imposition in Russia of strong anti-Semitic legislation. In the years between, a traditional society accustomed to an autonomous way of life would be transformed into one much more open to its surrounding cultures, yet much more confident of its own nationalist identity. In The Jews of Eastern Europe, Israel Bartal traces this transformation and finds in it the roots of Jewish modernity.
Deep and Shallow
Provides a holistic overview of the foundational ideas in music, from the physical and mathematical properties of sound to symbolic representations Combines signlas and language models in one place to explore how sound may be represented and manipulated by computer systems More complex discussions are gradually incorporated and each chapter includes guided programming activities to familiarise readers with the discussed theory
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"First published in Great Britain in 2011 by Profile Books"--T.p. verso.
