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 Free Download Visualization for Artificial Intelligence English | 2025 | ISBN: 3031753399 | 251 Pages | PDF EPUB (True) | 55 MB This book explores how visualization provides an effective way of improving not only the interpretability but also the generalization capabilities of machine learning models. It shows how visualization can bridge the gap between complex models or algorithms and human understanding while also facilitating data curation and model refinement. Therefore, visualization for artificial intelligence (VIS4AI) has become an emerging area that combines interactive visualization with machine learning techniques to maximize their values. VIS4AI techniques focus on every phase of the machine learning life cycle, from data preprocessing to model development and deployment. These techniques are closely aligned with the well-established data and model pipelines in machine learning. In the data pipeline, they contribute to improving data quality and feature quality, including training data cleaning and feature engineering. In the model pipeline, they support (1) model development by focusing on model understanding, diagnosis, and steering; and (2) model deployment by enabling decision explanation, model performance monitoring, and model maintenance.  Free Download Using Game Theory to Improve Safety within Chemical Industrial Parks By Genserik Reniers, Yulia Pavlova (auth.) 2013 | 121 Pages | ISBN: 1447150511 | PDF | 4 MB Though the game-theoretic approach has been vastly studied and utilized in relation to economics of industrial organizations, it has hardly been used to tackle safety management in multi-plant chemical industrial settings. Using Game Theory for Improving Safety within Chemical Industrial Parks presents an in-depth discussion of game-theoretic modeling which may be applied to improve cross-company prevention and -safety management in a chemical industrial park.By systematically analyzing game-theoretic models and approaches in relation to managing safety in chemical industrial parks, Using Game Theory for Improving Safety within Chemical Industrial Parks explores the ways game theory can predict the outcome of complex strategic investment decision making processes involving several adjacent chemical plants. A number of game-theoretic decision models are discussed to provide strategic tools for decision-making situations.Offering clear and straightforward explanations of methodologies, Using Game Theory for Improving Safety within Chemical Industrial Parks provides managers and management teams with approaches to asses situations and to improve strategic safety- and prevention arrangements.  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Free Download Unstuck in Time: On the Post-Soviet Uncanny by Eliot Borenstein English | 2024 | ISBN: 1501777882 | 215 Pages | PDF | 1.23 MB  Free Download Umkhonto we Sizwe: The ANC's Armed Struggle by Thula Simpson English | May 25, 2016 | ISBN: 1770228411 | True EPUB | 600 pages | 7.8 MB The armed struggle waged by the ANC's military wing, Umkhonto we Sizwe (MK), was the longest sustained insurgency in South African history. This book offers the first full account of the rebellion in its entirety, from its early days in the 1950s to the inauguration of Nelson Mandela as South African president in 1994.  Free Download Transport Systems and Urban Logistics English | 2024 | ISBN: 3031817761 | 379 Pages | PDF EPUB (True) | 40 MB This book contains an abundance of numerical analyses based on significant data sets, illustrating the close affiliation between mobility and quality of life. What types of solutions can transform an urban zone into a Smart City? What parameters are important in the problem of optimizing supply strategies, especially at last-mile stage? How to use multi-criteria analysis when selecting parking locations? How to examine the condition of infrastructure and what impact it may have on delays in tram traffic? How to combine activities related to the suburbanization process with the integration of tariffs in public transport? This book provides you with answers to these and many other questions.  Free Download Tom Clancy Defense Protocol: A Novel (Jack Ryan, Book 25) by Jeffrey Wilson, Brian Andrews English | December 3, 2024 | ISBN: 059371797X | True EPUB | 512 pages | 5.7 MB The stakes are sky-high when a power-mad Chinese president threatens Taiwan in the #1 New York Times bestselling Jack Ryan series.  Free Download Agnieszka Kościańska, "To See a Moose: The History of Polish Sex Education " English | ISBN: 1800730608 | 2021 | 354 pages | EPUB | 546 KB Guiding the reader through the development of sex education in Poland, Agnieszka Kościańska looks at how it has changed from the 19th century to the present day. The book compares how sex was described in school textbooks, including those scrapped by the communists for fear of offending religious sentiments, and explores how the Catholic church retained its power in Poland under various regimes. The book also identifies the women and men who changed the way sex was written about in the country, and how they established the field of Polish sex education.  Free Download Gregory V. Short, "Titans of the Forests" English | ISBN: 1622730372 | 2015 | 189 pages | EPUB | 259 KB Instead of dwelling on the biological, physiological, or even the genetic aspects of our evolution, Titans of the Forests takes a completely different approach, which could be referred to as the unchartered and neglected field of macroevolution. Uniquely captivating, controversial, and very readable, it is the authors contention that we as a species were continuously forced to change our way of obtaining nourishment, or rather our various economies, in order to adapt to the ever-changing world. And as a result of this economic adaptation, our species would then and only then begin to slowly change into the modern humans of today. For much too long, the worlds scientific community has directed the discussion of our incredible evolution. As a matter of fact, our species biological, physiological, psychological, and cultural evolution has been instigated, propelled, and shaped by our economic adaptation to a fluctuating environment. In a very real sense, the scientists are so far into the trees that they have actually ignored the forest. Consequently, we teach human evolution as a hodgepodge of different theories within the realm of microevolution, thus failing to understand or even to recognize the economic thread that binds them altogether. By integrating the timeline of our prehistoric past with that of our earliest known economies (food gathering, scavenging, and nomadism), the author was able to synthesize a sequence of events that illustrates the economic basis of our remarkable ascension and the beginnings of our present day institutions. He not only reveals the genesis behind the cultural forces that exist within every human society, but for the first time, he has created a systematic and holistic approach in explaining the how and the why we have economically, physiologically, and then culturally evolved. For unlike the rest of the animal kingdom, we have possessed the extraordinary ability to change our economy, which has made us an extremely adaptable species.  Free Download Various, "Through the Eyes of a Slave - Written Accounts of American Slavery" English | ISBN: 1528718054 | 2020 | 755 pages | EPUB | 2 MB "Through the Eyes of a Slave" contains a carefully-selected collection of famous, influential and moving American slave narratives from a variety of authors including Solomon Northup's "Twelve Years a Slave", which was adapted into the 2013 blockbuster film of the same name. These compelling, inspirational, and often harrowing real-life stories offer a unique insight into the travails of slave life in nineteenth-century America, and are highly recommended for those with an interest in this dark chapter of American history. Contents include: "Thirty Years a Slave, by Louis Hughes", "Narrative of the Life of Frederick Douglass, by Frederick Douglass", "Twelve Years a Slave, by Solomon Northup", "Running a Thousand Miles for Freedom, by William Craft and Ellen Craft", and "Twenty-Two Years a Slave, and Forty Years a Freeman, by Austin Steward". Read & Co. History is proudly publishing this brand new collection of classic memoirs now for the enjoyment of a new generation of readers. |
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