Soft Methods for Data Science

Soft Methods for Data Science

This proceedings volume is a collection of peer reviewed papers presented at the 8th International Conference on Soft Methods in Probability and Statistics (SMPS 2016) held in Rome (Italy). The book is dedicated to Data science which aims at developing automated methods to analyze massive amounts of...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Συγγραφή απο Οργανισμό/Αρχή:	SpringerLink (Online service)
Άλλοι συγγραφείς:	Ferraro, Maria Brigida (Επιμελητής έκδοσης), Giordani, Paolo (Επιμελητής έκδοσης), Vantaggi, Barbara (Επιμελητής έκδοσης), Gagolewski, Marek (Επιμελητής έκδοσης), Ángeles Gil, María (Επιμελητής έκδοσης), Grzegorzewski, Przemysław (Επιμελητής έκδοσης), Hryniewicz, Olgierd (Επιμελητής έκδοσης)
Μορφή:	Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:	English
Έκδοση:	Cham : Springer International Publishing : Imprint: Springer, 2017.
Σειρά:	Advances in Intelligent Systems and Computing, 456
Θέματα:	Engineering. Mathematical statistics. Artificial intelligence. Probabilities. Computational intelligence. Computational Intelligence. Artificial Intelligence (incl. Robotics). Probability Theory and Stochastic Processes. Probability and Statistics in Computer Science.
Διαθέσιμο Online:	Full Text via HEAL-Link

Παρόμοια τεκμήρια

Probabilistic Networks and Expert Systems
ανά: Cowell, Robert G., κ.ά.
Έκδοση: (1999)

Probabilistic Graphical Models Principles and Applications /
ανά: Sucar, Luis Enrique
Έκδοση: (2015)

Degrees of Belief
Έκδοση: (2009)

Fundamentals of Statistics with Fuzzy Data
ανά: Nguyen, Hung T., κ.ά.
Έκδοση: (2006)

Soft Methods for Handling Variability and Imprecision
Έκδοση: (2008)

Fuzzy Mathematics: Approximation Theory
ανά: Anastassiou, George A.
Έκδοση: (2010)

Bayesian Networks and Decision Graphs February 8, 2007 /
ανά: Jensen, Finn V., κ.ά.
Έκδοση: (2007)

Classification as a Tool for Research Proceedings of the 11th IFCS Biennial Conference and 33rd Annual Conference of the Gesellschaft für Klassifikation e.V., Dresden, March 13-18, 2009 /
Έκδοση: (2010)

EVOLVE – A Bridge between Probability, Set Oriented Numerics and Evolutionary Computation VII
Έκδοση: (2017)

Bayesian Networks and Influence Diagrams A Guide to Construction and Analysis /
ανά: Kjærulff, Uffe B., κ.ά.
Έκδοση: (2008)

Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis
ανά: Kjærulff, Uffe B., κ.ά.
Έκδοση: (2013)

Mathematics of Uncertainty Ideas, Methods, Application Problems /
ανά: Bandemer, Hans-Walter
Έκδοση: (2006)

Possibility Theory and the Risk
ανά: Georgescu, Irina
Έκδοση: (2012)

Uncertainty Theory
ανά: Liu, Baoding
Έκδοση: (2015)

Stochastic Coalgebraic Logic
ανά: Doberkat, Ernst-Erich
Έκδοση: (2009)

Principles and Theory for Data Mining and Machine Learning
ανά: Clarke, Bertrand, κ.ά.
Έκδοση: (2009)

The Elements of Statistical Learning Data Mining, Inference, and Prediction /
ανά: Hastie, Trevor, κ.ά.
Έκδοση: (2009)

Fuzzy Probabilities New Approach and Applications /
ανά: Buckley, James J.
Έκδοση: (2005)

Scalable Optimization via Probabilistic Modeling
Έκδοση: (2006)

Criminal Justice Forecasts of Risk A Machine Learning Approach /
ανά: Berk, Richard
Έκδοση: (2012)

Particle Filters for Random Set Models
ανά: Ristic, Branko
Έκδοση: (2013)

Bayesian Core: A Practical Approach to Computational Bayesian Statistics
ανά: Marin, Jean-Michel, κ.ά.
Έκδοση: (2007)

Measures of Complexity Festschrift for Alexey Chervonenkis /
Έκδοση: (2015)

Empirical Inference Festschrift in Honor of Vladimir N. Vapnik /
Έκδοση: (2013)

Statistical and Inductive Inference by Minimum Message Length
ανά: Wallace, C.S
Έκδοση: (2005)

Nonlinear Regression with R
Έκδοση: (2008)

Case-Based Approximate Reasoning
ανά: Hüllermeier, Eyke
Έκδοση: (2007)

Recent Advances in Memetic Algorithms
Έκδοση: (2005)

Stochastic Approximation and Recursive Algorithms and Applications
ανά: Kushner, Harold J., κ.ά.
Έκδοση: (2003)

Introduction to Data Science A Python Approach to Concepts, Techniques and Applications /
ανά: Igual, Laura, κ.ά.
Έκδοση: (2017)

Evolutionary Algorithms for Solving Multi-Objective Problems Second Edition /
ανά: Coello, Carlos A. Coello, κ.ά.
Έκδοση: (2007)

Information Theory in Computer Vision and Pattern Recognition
ανά: Escolano, Francisco, κ.ά.
Έκδοση: (2009)

First Course on Fuzzy Theory and Applications
ανά: Lee, Kwang H.
Έκδοση: (2005)

Fuzzy Mathematics: Approximation Theory
ανά: Anastassiou, George A.
Έκδοση: (2010)

Biometric System and Data Analysis Design, Evaluation, and Data Mining /
Έκδοση: (2009)

Generalized Jeffrey Conditionalization A Frequentist Semantics of Partial Conditionalization /
ανά: Draheim, Dirk
Έκδοση: (2017)

Multivariate Statistics Exercises and Solutions /
ανά: Härdle, Wolfgang, κ.ά.
Έκδοση: (2007)

Advances in Probabilistic Graphical Models
Έκδοση: (2007)

Stochastic Learning and Optimization A Sensitivity-Based Approach /
ανά: Cao, Xi-Ren
Έκδοση: (2007)

Universal Artificial Intellegence Sequential Decisions Based on Algorithmic Probability /
ανά: Hutter, Marcus
Έκδοση: (2005)

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