====== Bibliography ====== ===== Data aggregation ===== - James, Simon: An Introduction to Data Analysis using Aggregation Functions in R - Williams, Graham J.: The Essentials of Data Science: Knowledge Discovery Using R - Zozus, Meredith: The Data Book: Collection and Management of Research Data - Sen, Jaydip: Secure and Privacy-Preserving Data Aggregation Protocols for Wireless Sensor Networks - Humberto Bustince, Francisco Herrera, Javier Montero: Fuzzy Sets and Their Extensions: Representation, Aggregation and Models: Intelligent Systems from Decision Making to Data Mining, Web Intelligence and ... Studies in Fuzziness and Soft Computing - Daniela Sanchez, Patricia Melin: Hierarchical Modular Granular Neural Networks with Fuzzy Aggregation - Sven Banisch: Markov Chain Aggregation for Agent-Based Models. Understanding Complex Systems - Andreas Bärmann: Solving Network Design Problems via Decomposition, Aggregation and Approximation [1 ed.] - Zeshui Xu, Xiaoqiang Cai: Intuitionistic Fuzzy Information Aggregation: Theory and Applications [1 ed.] - Zeshui Xu: Intuitionistic Fuzzy Aggregation and Clustering [1 ed.] Studies in Fuzziness and Soft Computing 279 - William A. Barnett, Marcelle Chauvet. Financial Aggregation and Index Number Theory [1 ed.] Surveys on Theories in Economics and Business Administration volume 2 - Grabisch M., Marichal J.-L., Mesiar R., Pap E.: Aggregation Functions [1 ed.] Encyclopedia of Mathematics and its Applications - Simon Coupland, Robert John (auth.), Humberto Bustince, Francisco Herrera, Javier Montero (eds.): Fuzzy Sets and Their Extensions: Representation, Aggregation and Models [1 ed.] Studies in Fuzziness and Soft Computing 220 - Yasuo Narukawa: Modeling Decisions: Information Fusion and Aggregation Operators. Cognitive Technologies - Fuad Aleskerov: Arrovian Aggregation Models [1 ed.] Theory and Decision Library 39 - Bernadette Bouchon-Meunier (eds.): Aggregation and Fusion of Imperfect Information [1 ed.] Studies in Fuzziness and Soft Computing 12 - Andranick S. Tanguiane: Aggregation and Representation of Preferences: Introduction to Mathematical Theory of Democracy [1 ed.] - J. Van Daal, A. H. Q. M. Merkies: Aggregation in Economic Research: From Individual to Macro Relations [1 ed.] Theory and Decision Library 41 Povezave z BM ===== Exploratory data analysis ===== - Husson, François; Le, Sébastien; Pages, Jérôme: Exploratory Multivariate Analysis by Example Using R, Second Edition. Chapman & Hall/CRC Computer Science & Data Analysis - Andrzej Cichocki, Rafal Zdunek, Anh Huy Phan, Shun-ichi Amari: Nonnegative Matrix and Tensor Factorizations: Applications to Exploratory Multi-way Data Analysis and Blind Source Separation ===== Data analysis ===== - Jim Albert, Mark E. Glickman, Tim B. Swartz, Ruud H. Koning: Handbook of Statistical Methods and Analyses in Sports - Malcolm Maclean: D3 Tips and Tricks, 2015 - James Ramsay, Giles Hooker, Spencer Graves: Functional data analysis with R and MATLAB - Erik Rodríguez Pacheco: Unsupervised Learning with R ===== Python ===== - David Mertz: Functional Programming in Python - Gabriele Lanaro: Python High Performance - Second Edition - Arun Tigeraniya: Python Unlocked: Become more fluent in Python - learn strategies and techniques for smart and high-performance Python programming