probabilistic graphical models principles and techniques adaptive computation and machine learning series

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Probabilistic Graphical Models

Author : Daphne Koller
ISBN : 9780262013192
Genre : Computers
File Size : 33. 74 MB
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Proceedings of the annual Conference on Uncertainty in Artificial Intelligence, available for 1991-present. Since 1985, the Conference on Uncertainty in Artificial Intelligence (UAI) has been the primary international forum for exchanging results on the use of principled uncertain-reasoning methods in intelligent systems. The UAI Proceedings have become a basic reference for researches and practitioners who want to know about both theoretical advances and the latest applied developments in the field.

Mathematische Statistik

Author : Bartel L. van der Waerden
ISBN : 9783642649745
Genre : Mathematics
File Size : 21. 80 MB
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Umgebungskartenschaetzung Aus Sidescan Sonardaten Fuer Ein Autonomes Unterwasserfahrzeug

Author : Woock, Philipp
ISBN : 9783731505419
Genre :
File Size : 70. 97 MB
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K Nstliche Intelligenz

Author : Stuart J. Russell
ISBN : 3827370892
Genre :
File Size : 65. 48 MB
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Data Mining

Author : Ian H. Witten
ISBN : 3446215336
Genre :
File Size : 78. 71 MB
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The Wiley Handbook Of Cognition And Assessment

Author : Andre A. Rupp
ISBN : 9781118956595
Genre : Education
File Size : 82. 63 MB
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This state-of-the-art resource brings together the most innovative scholars and thinkers in the field of testing to capture the changing conceptual, methodological, and applied landscape of cognitively-grounded educational assessments. Offers a methodologically-rigorous review of cognitive and learning sciences models for testing purposes, as well as the latest statistical and technological know-how for designing, scoring, and interpreting results Written by an international team of contributors at the cutting-edge of cognitive psychology and educational measurement under the editorship of a research director at the Educational Testing Service and an esteemed professor of educational psychology at the University of Alberta as well as supported by an expert advisory board Covers conceptual frameworks, modern methodologies, and applied topics, in a style and at a level of technical detail that will appeal to a wide range of readers from both applied and scientific backgrounds Considers emerging topics in cognitively-grounded assessment, including applications of emerging socio-cognitive models, cognitive models for human and automated scoring, and various innovative virtual performance assessments

Algebraic And Geometric Methods In Discrete Mathematics

Author : Heather A. Harrington
ISBN : 9781470423216
Genre : Commutative algebra -- Computational aspects and applications -- Applications of commutative algebra (e.g., to statistics, control theory, optimization, etc.)
File Size : 81. 99 MB
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This volume contains the proceedings of the AMS Special Session on Algebraic and Geometric Methods in Applied Discrete Mathematics, held on January 11, 2015, in San Antonio, Texas. The papers present connections between techniques from “pure” mathematics and various applications amenable to the analysis of discrete models, encompassing applications of combinatorics, topology, algebra, geometry, optimization, and representation theory. Papers not only present novel results, but also survey the current state of knowledge of important topics in applied discrete mathematics. Particular highlights include: a new computational framework, based on geometric combinatorics, for structure prediction from RNA sequences; a new method for approximating the optimal solution of a sum of squares problem; a survey of recent Helly-type geometric theorems; applications of representation theory to voting theory and game theory; a study of fixed points of tensors; and exponential random graph models from the perspective of algebraic statistics with applications to networks. This volume was written for those trained in areas such as algebra, topology, geometry, and combinatorics who are interested in tackling problems in fields such as biology, the social sciences, data analysis, and optimization. It may be useful not only for experts, but also for students who wish to gain an applied or interdisciplinary perspective.

Data Science F R Dummies

Author : Lillian Pierson
ISBN : 9783527806751
Genre : Mathematics
File Size : 69. 8 MB
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Daten, Daten, Daten? Sie haben schon Kenntnisse in Excel und Statistik, wissen aber noch nicht, wie all die Datensätze helfen sollen, bessere Entscheidungen zu treffen? Von Lillian Pierson bekommen Sie das dafür notwendige Handwerkszeug: Bauen Sie Ihre Kenntnisse in Statistik, Programmierung und Visualisierung aus. Nutzen Sie Python, R, SQL, Excel und KNIME. Zahlreiche Beispiele veranschaulichen die vorgestellten Methoden und Techniken. So können Sie die Erkenntnisse dieses Buches auf Ihre Daten übertragen und aus deren Analyse unmittelbare Schlüsse und Konsequenzen ziehen.

Maschinelles Lernen

Author : Ethem Alpaydin
ISBN : 3110617889
Genre : Computers
File Size : 74. 22 MB
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Fuzzy Systeme

Author : Frank Klawonn
ISBN : 9783322867841
Genre : Technology & Engineering
File Size : 72. 36 MB
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