Frontiers in Computational Intelligence

✍ Scribed by Sanaz Mostaghim, Andreas Nürnberger, Christian Borgelt (eds.)

• Publisher: Springer International Publishing
• Year: 2018
• Tongue: English
• Leaves: 148
• Series: Studies in Computational Intelligence 739
• Edition: 1
• Category: Library

✦ Synopsis

This book is a collection of several contributions which show the state of the art in specific areas of Computational Intelligence. This carefully edited book honors the 65th birthday of Rudolf Kruse. The main focus of these contributions lies on treating vague data as well as uncertain and imprecise information with automated procedures, which use techniques from statistics, control theory, clustering, neural networks etc. to extract useful and employable knowledge.

✦ Table of Contents

Front Matter ....Pages i-ix
What a Fuzzy Set Is and What It Is not? (Enric Trillas, Rudolf Seising)....Pages 1-20
Fuzzy Random Variables àla Kruse & Meyer and àla Puri & Ralescu: Key Differences and Coincidences (María Ángeles Gil)....Pages 21-29
Statistical Inference for Incomplete Ranking Data: A Comparison of Two Likelihood-Based Estimators (Inés Couso, Eyke Hüllermeier)....Pages 31-46
Interval Type–2 Defuzzification Using Uncertainty Weights (Thomas A. Runkler, Simon Coupland, Robert John, Chao Chen)....Pages 47-59
Exploring Time-Resolved Data for Patterns and Validating Single Clusters (Frank Klawonn)....Pages 61-71
Interpreting Cluster Structure in Waveform Data with Visual Assessment and Dunn’s Index (Sara Mahallati, James C. Bezdek, Dheeraj Kumar, Milos R. Popovic, Taufik A. Valiante)....Pages 73-101
A Shared Encoder DNN for Integrated Recognition and Segmentation of Traffic Scenes (Malte Oeljeklaus, Frank Hoffmann, Torsten Bertram)....Pages 103-120
Fuzzy Ontology Support for Knowledge Mobilisation (Christer Carlsson)....Pages 121-143

✦ Subjects

Computational Intelligence