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2,424 results on '"Kruse, Rudolf"'

2. Decompositions

Author

Kruse, Rudolf, Mostaghim, Sanaz, Borgelt, Christian, Braune, Christian, Steinbrecher, Matthias, Gries, David, Series Editor, Hazzan, Orit, Series Editor, Kruse, Rudolf, Mostaghim, Sanaz, Borgelt, Christian, Braune, Christian, and Steinbrecher, Matthias

Published
2022
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3. Self-organizing Maps

Author

Kruse, Rudolf, Mostaghim, Sanaz, Borgelt, Christian, Braune, Christian, Steinbrecher, Matthias, Gries, David, Series Editor, Hazzan, Orit, Series Editor, Kruse, Rudolf, Mostaghim, Sanaz, Borgelt, Christian, Braune, Christian, and Steinbrecher, Matthias

Published
2022
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4. Learning Graphical Models

Author

Kruse, Rudolf, Mostaghim, Sanaz, Borgelt, Christian, Braune, Christian, Steinbrecher, Matthias, Gries, David, Series Editor, Hazzan, Orit, Series Editor, Kruse, Rudolf, Mostaghim, Sanaz, Borgelt, Christian, Braune, Christian, and Steinbrecher, Matthias

Published
2022
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5. Multi-layer Perceptrons

Author

Kruse, Rudolf, Mostaghim, Sanaz, Borgelt, Christian, Braune, Christian, Steinbrecher, Matthias, Gries, David, Series Editor, Hazzan, Orit, Series Editor, Kruse, Rudolf, Mostaghim, Sanaz, Borgelt, Christian, Braune, Christian, and Steinbrecher, Matthias

Published
2022
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6. Decision Graphs

Author

Kruse, Rudolf, Mostaghim, Sanaz, Borgelt, Christian, Braune, Christian, Steinbrecher, Matthias, Gries, David, Series Editor, Hazzan, Orit, Series Editor, Kruse, Rudolf, Mostaghim, Sanaz, Borgelt, Christian, Braune, Christian, and Steinbrecher, Matthias

Published
2022
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7. Elements of Probability and Graph Theory

Author

Kruse, Rudolf, Mostaghim, Sanaz, Borgelt, Christian, Braune, Christian, Steinbrecher, Matthias, Gries, David, Series Editor, Hazzan, Orit, Series Editor, Kruse, Rudolf, Mostaghim, Sanaz, Borgelt, Christian, Braune, Christian, and Steinbrecher, Matthias

Published
2022
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8. Belief Revision

Author

Kruse, Rudolf, Mostaghim, Sanaz, Borgelt, Christian, Braune, Christian, Steinbrecher, Matthias, Gries, David, Series Editor, Hazzan, Orit, Series Editor, Kruse, Rudolf, Mostaghim, Sanaz, Borgelt, Christian, Braune, Christian, and Steinbrecher, Matthias

Published
2022
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9. Causal Networks

Author

Kruse, Rudolf, Mostaghim, Sanaz, Borgelt, Christian, Braune, Christian, Steinbrecher, Matthias, Gries, David, Series Editor, Hazzan, Orit, Series Editor, Kruse, Rudolf, Mostaghim, Sanaz, Borgelt, Christian, Braune, Christian, and Steinbrecher, Matthias

Published
2022
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10. Evidence Propagation

Author

Kruse, Rudolf, Mostaghim, Sanaz, Borgelt, Christian, Braune, Christian, Steinbrecher, Matthias, Gries, David, Series Editor, Hazzan, Orit, Series Editor, Kruse, Rudolf, Mostaghim, Sanaz, Borgelt, Christian, Braune, Christian, and Steinbrecher, Matthias

Published
2022
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11. Bayesian Networks

Author

Kruse, Rudolf, Mostaghim, Sanaz, Borgelt, Christian, Braune, Christian, Steinbrecher, Matthias, Gries, David, Series Editor, Hazzan, Orit, Series Editor, Kruse, Rudolf, Mostaghim, Sanaz, Borgelt, Christian, Braune, Christian, and Steinbrecher, Matthias

Published
2022
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12. Fuzzy Data Analysis

Author

Kruse, Rudolf, Mostaghim, Sanaz, Borgelt, Christian, Braune, Christian, Steinbrecher, Matthias, Gries, David, Series Editor, Hazzan, Orit, Series Editor, Kruse, Rudolf, Mostaghim, Sanaz, Borgelt, Christian, Braune, Christian, and Steinbrecher, Matthias

Published
2022
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13. Fuzzy Control

Author

Kruse, Rudolf, Mostaghim, Sanaz, Borgelt, Christian, Braune, Christian, Steinbrecher, Matthias, Gries, David, Series Editor, Hazzan, Orit, Series Editor, Kruse, Rudolf, Mostaghim, Sanaz, Borgelt, Christian, Braune, Christian, and Steinbrecher, Matthias

Published
2022
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14. Hybrid Systems for Tuning and Learning Fuzzy Systems

Author

Kruse, Rudolf, Mostaghim, Sanaz, Borgelt, Christian, Braune, Christian, Steinbrecher, Matthias, Gries, David, Series Editor, Hazzan, Orit, Series Editor, Kruse, Rudolf, Mostaghim, Sanaz, Borgelt, Christian, Braune, Christian, and Steinbrecher, Matthias

Published
2022
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15. Similarity Relations

Author

Kruse, Rudolf, Mostaghim, Sanaz, Borgelt, Christian, Braune, Christian, Steinbrecher, Matthias, Gries, David, Series Editor, Hazzan, Orit, Series Editor, Kruse, Rudolf, Mostaghim, Sanaz, Borgelt, Christian, Braune, Christian, and Steinbrecher, Matthias

Published
2022
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16. Fuzzy Relations

Author

Kruse, Rudolf, Mostaghim, Sanaz, Borgelt, Christian, Braune, Christian, Steinbrecher, Matthias, Gries, David, Series Editor, Hazzan, Orit, Series Editor, Kruse, Rudolf, Mostaghim, Sanaz, Borgelt, Christian, Braune, Christian, and Steinbrecher, Matthias

Published
2022
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17. Approximate Reasoning

Author

Kruse, Rudolf, Mostaghim, Sanaz, Borgelt, Christian, Braune, Christian, Steinbrecher, Matthias, Gries, David, Series Editor, Hazzan, Orit, Series Editor, Kruse, Rudolf, Mostaghim, Sanaz, Borgelt, Christian, Braune, Christian, and Steinbrecher, Matthias

Published
2022
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18. Computational Swarm Intelligence

Author

Kruse, Rudolf, Mostaghim, Sanaz, Borgelt, Christian, Braune, Christian, Steinbrecher, Matthias, Gries, David, Series Editor, Hazzan, Orit, Series Editor, Kruse, Rudolf, Mostaghim, Sanaz, Borgelt, Christian, Braune, Christian, and Steinbrecher, Matthias

Published
2022
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19. Introduction to Fuzzy Sets and Fuzzy Logics

Author

Kruse, Rudolf, Mostaghim, Sanaz, Borgelt, Christian, Braune, Christian, Steinbrecher, Matthias, Gries, David, Series Editor, Hazzan, Orit, Series Editor, Kruse, Rudolf, Mostaghim, Sanaz, Borgelt, Christian, Braune, Christian, and Steinbrecher, Matthias

Published
2022
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20. Fundamental Evolutionary Algorithms

Author

Kruse, Rudolf, Mostaghim, Sanaz, Borgelt, Christian, Braune, Christian, Steinbrecher, Matthias, Gries, David, Series Editor, Hazzan, Orit, Series Editor, Kruse, Rudolf, Mostaghim, Sanaz, Borgelt, Christian, Braune, Christian, and Steinbrecher, Matthias

Published
2022
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21. The Extension Principle

Author

Kruse, Rudolf, Mostaghim, Sanaz, Borgelt, Christian, Braune, Christian, Steinbrecher, Matthias, Gries, David, Series Editor, Hazzan, Orit, Series Editor, Kruse, Rudolf, Mostaghim, Sanaz, Borgelt, Christian, Braune, Christian, and Steinbrecher, Matthias

Published
2022
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22. Hopfield Networks

Author

Kruse, Rudolf, Mostaghim, Sanaz, Borgelt, Christian, Braune, Christian, Steinbrecher, Matthias, Gries, David, Series Editor, Hazzan, Orit, Series Editor, Kruse, Rudolf, Mostaghim, Sanaz, Borgelt, Christian, Braune, Christian, and Steinbrecher, Matthias

Published
2022
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23. Elements of Evolutionary Algorithms

Author

Kruse, Rudolf, Mostaghim, Sanaz, Borgelt, Christian, Braune, Christian, Steinbrecher, Matthias, Gries, David, Series Editor, Hazzan, Orit, Series Editor, Kruse, Rudolf, Mostaghim, Sanaz, Borgelt, Christian, Braune, Christian, and Steinbrecher, Matthias

Published
2022
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24. Recurrent Networks

Author

Kruse, Rudolf, Mostaghim, Sanaz, Borgelt, Christian, Braune, Christian, Steinbrecher, Matthias, Gries, David, Series Editor, Hazzan, Orit, Series Editor, Kruse, Rudolf, Mostaghim, Sanaz, Borgelt, Christian, Braune, Christian, and Steinbrecher, Matthias

Published
2022
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25. Introduction to Evolutionary Algorithms

Author

Kruse, Rudolf, Mostaghim, Sanaz, Borgelt, Christian, Braune, Christian, Steinbrecher, Matthias, Gries, David, Series Editor, Hazzan, Orit, Series Editor, Kruse, Rudolf, Mostaghim, Sanaz, Borgelt, Christian, Braune, Christian, and Steinbrecher, Matthias

Published
2022
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26. Radial Basis Function Networks

Author

Kruse, Rudolf, Mostaghim, Sanaz, Borgelt, Christian, Braune, Christian, Steinbrecher, Matthias, Gries, David, Series Editor, Hazzan, Orit, Series Editor, Kruse, Rudolf, Mostaghim, Sanaz, Borgelt, Christian, Braune, Christian, and Steinbrecher, Matthias

Published
2022
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27. General Neural Networks

Author

Kruse, Rudolf, Mostaghim, Sanaz, Borgelt, Christian, Braune, Christian, Steinbrecher, Matthias, Gries, David, Series Editor, Hazzan, Orit, Series Editor, Kruse, Rudolf, Mostaghim, Sanaz, Borgelt, Christian, Braune, Christian, and Steinbrecher, Matthias

Published
2022
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28. Introduction to Artificial Neural Networks

Author

Kruse, Rudolf, Mostaghim, Sanaz, Borgelt, Christian, Braune, Christian, Steinbrecher, Matthias, Gries, David, Series Editor, Hazzan, Orit, Series Editor, Kruse, Rudolf, Mostaghim, Sanaz, Borgelt, Christian, Braune, Christian, and Steinbrecher, Matthias

Published
2022
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29. Neural Networks: Mathematical Remarks

Author

Kruse, Rudolf, Mostaghim, Sanaz, Borgelt, Christian, Braune, Christian, Steinbrecher, Matthias, Gries, David, Series Editor, Hazzan, Orit, Series Editor, Kruse, Rudolf, Mostaghim, Sanaz, Borgelt, Christian, Braune, Christian, and Steinbrecher, Matthias

Published
2022
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30. Threshold Logic Units

Author

Kruse, Rudolf, Mostaghim, Sanaz, Borgelt, Christian, Braune, Christian, Steinbrecher, Matthias, Gries, David, Series Editor, Hazzan, Orit, Series Editor, Kruse, Rudolf, Mostaghim, Sanaz, Borgelt, Christian, Braune, Christian, and Steinbrecher, Matthias

Published
2022
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31. A Local Approach to Forward Model Learning: Results on the Game of Life Game

Author

Lucas, Simon M., Dockhorn, Alexander, Volz, Vanessa, Bamford, Chris, Gaina, Raluca D., Bravi, Ivan, Perez-Liebana, Diego, Mostaghim, Sanaz, and Kruse, Rudolf

Subjects
Computer Science - Artificial Intelligence
Abstract

This paper investigates the effect of learning a forward model on the performance of a statistical forward planning agent. We transform Conway's Game of Life simulation into a single-player game where the objective can be either to preserve as much life as possible or to extinguish all life as quickly as possible. In order to learn the forward model of the game, we formulate the problem in a novel way that learns the local cell transition function by creating a set of supervised training data and predicting the next state of each cell in the grid based on its current state and immediate neighbours. Using this method we are able to harvest sufficient data to learn perfect forward models by observing only a few complete state transitions, using either a look-up table, a decision tree or a neural network. In contrast, learning the complete state transition function is a much harder task and our initial efforts to do this using deep convolutional auto-encoders were less successful. We also investigate the effects of imperfect learned models on prediction errors and game-playing performance, and show that even models with significant errors can provide good performance., Comment: Submitted to IEEE Conference on Games 2019

Published
2019

32. Introduction

Author

Kruse, Rudolf, Mostaghim, Sanaz, Borgelt, Christian, Braune, Christian, Steinbrecher, Matthias, Gries, David, Series Editor, Hazzan, Orit, Series Editor, Kruse, Rudolf, Mostaghim, Sanaz, Borgelt, Christian, Braune, Christian, and Steinbrecher, Matthias

Published
2022
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37. Dynamic Clustering in Social Networks using Louvain and Infomap Method

Author

Held, Pascal, Krause, Benjamin, and Kruse, Rudolf

Subjects
Computer Science - Social and Information Networks, Physics - Physics and Society
Abstract

Finding communities or clusters in social networks is a fa- mous topic in social network analysis. Most algorithms are limited to static snapshots, so they cannot handle dynamics within the underlying graph. In this paper we present a modification of the Louvain community detec- tion method to handle changes in the graph without rerunning the full algorithm. Also, we adapted the Louvain greedy approach to optimize the Infomap measure. The main idea is, to recalculate only a small area around the changes. Depending on the graph size and the amount of changes, this yields a massive runtime decrease. As validation data, we provide a graph generator, which produces spe- cific community structures, at given times and also intermediate steps to transform the graph from one to another specific graph. Experiments show that runtime decrease is possible without much loss of quality. These values depend on the reprocessed area inside the graph.

Published
2016

38. Online Community Detection by Using Nearest Hubs

Author

Held, Pascal and Kruse, Rudolf

Subjects
Computer Science - Social and Information Networks, Physics - Physics and Society
Abstract

Community and cluster detection is a popular field of social network analysis. Most algorithms focus on static graphs or series of snapshots. In this paper we present an algorithm, which detects communities in dynamic graphs. The method is based on shortest paths to high-connected nodes, so called hubs. Due to local message passing we can update the clustering results with low computational power. The presented algorithm is compared with other for some static social networks. The reached modularity is not as high as the Louvain method, but even higher then spectral clustering. For large-scale real-world datasets with given ground truth, we could reconstruct most of the given community structure. The advantage of the algorithm is the good performance in dynamic scenarios., Comment: Presented as poster at the NetSciX 2016

Published
2016

39. Computational Intelligence

Author

Kruse, Rudolf, primary, Mostaghim, Sanaz, additional, Borgelt, Christian, additional, Braune, Christian, additional, and Steinbrecher, Matthias, additional

Published
2022
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42. Reasoning with Mass Distributions

Author

Kruse, Rudolf, Nauck, Detlef, and Klawonn, Frank

Subjects
Computer Science - Artificial Intelligence
Abstract

The concept of movable evidence masses that flow from supersets to subsets as specified by experts represents a suitable framework for reasoning under uncertainty. The mass flow is controlled by specialization matrices. New evidence is integrated into the frame of discernment by conditioning or revision (Dempster's rule of conditioning), for which special specialization matrices exist. Even some aspects of non-monotonic reasoning can be represented by certain specialization matrices., Comment: Appears in Proceedings of the Seventh Conference on Uncertainty in Artificial Intelligence (UAI1991)

Published
2013

43. Zusammenwirken von natürlicher und künstlicher Intelligenz

Author

Haux, Reinhold, Gahl, Klaus, Jipp, Meike, Kruse, Rudolf, and Richter, Otto

Subjects
Sociology, general, Social Sciences, general, Science and Technology Studies, Sociology of Knowledge and Discourse, Technikforschung, Techniksoziologie, Medizinsozilogie, Assistenzsysteme, Mensch-Technik-Interaktion, Künstliche Intelligenz, Maschinelle Intelligenz, Open Access, Sociology, Society & Social Sciences, bic Book Industry Communication::J Society & social sciences::JH Sociology & anthropology::JHB Sociology, bic Book Industry Communication::J Society & social sciences
Abstract

Dieses Open Access Buch erläutert, wie das Zusammenwirken von Menschen, Tieren und Pflanzen einerseits und Maschinen andererseits mit der zunehmenden Digitalisierung und durch das Zusammenwirken von natürlicher und künstlicher Intelligenz zukünftig aussehen wird und inwieweit sich Umfang und Intensität der neuen Synergien bestimmen lassen. Die hohe Komplexität der weitgefächerten Thematik soll in drei Anwendungsgebieten behandelt werden: in Medizin und Gesundheitsversorgung, in physischen und virtuellen Mobilitätsformen sowie in der Kooperation mit Tieren und Pflanzen in der Landwirtschaft. Dabei werden methodisch-technische sowie rechtliche und ethische Aspekte thematisiert.

Published
2021
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47. Predicting Opponent Moves for Improving Hearthstone AI

Author

Dockhorn, Alexander, Frick, Max, Akkaya, Ünal, Kruse, Rudolf, Barbosa, Simone Diniz Junqueira, Series Editor, Chen, Phoebe, Series Editor, Filipe, Joaquim, Series Editor, Kotenko, Igor, Series Editor, Sivalingam, Krishna M., Series Editor, Washio, Takashi, Series Editor, Yuan, Junsong, Series Editor, Zhou, Lizhu, Series Editor, Medina, Jesús, editor, Ojeda-Aciego, Manuel, editor, Verdegay, José Luis, editor, Pelta, David A., editor, Cabrera, Inma P., editor, Bouchon-Meunier, Bernadette, editor, and Yager, Ronald R., editor

Published
2018
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48. Improving Ego-Lane Detection by Incorporating Source Reliability

Author

Nguyen, Tran Tuan, Spehr, Jens, Sitzmann, Jonas, Baum, Marcus, Zug, Sebastian, Kruse, Rudolf, Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Ruediger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Liang, Qilian, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Möller, Sebastian, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zhang, Junjie James, Series Editor, Lee, Sukhan, editor, Ko, Hanseok, editor, and Oh, Songhwai, editor

Published
2018
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50. Decompositions

Author

Kruse, Rudolf, Borgelt, Christian, Braune, Christian, Mostaghim, Sanaz, Steinbrecher, Matthias, Gries, David, Series editor, Hazzan, Orit, Series editor, Schneider, Fred B., Series editor, Kruse, Rudolf, Borgelt, Christian, Braune, Christian, Mostaghim, Sanaz, and Steinbrecher, Matthias

Published
2016
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