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Clustering, Classification, and Time Series Prediction by Using Artificial Neural Networks - SpringerBriefs in Applied Sciences and Technology Patricia Melin 2024 edition
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Clustering, Classification, and Time Series Prediction by Using Artificial Neural Networks - SpringerBriefs in Applied Sciences and Technology
Patricia Melin
The main contribution consists of a Generalized Type-2 fuzzy integration of multiple indicators (time series) using both supervised and unsupervised neural networks and a set of Type-1, Interval Type-2, and Generalized Type-2 fuzzy systems.
| Media | Bøker Pocketbok (Bok med mykt omslag og limt rygg) |
| Utgitt | 28. september 2024 |
| ISBN13 | 9783031711008 |
| Utgivere | Springer International Publishing AG |
| Antall sider | 74 |
| Mål | 150 × 220 × 10 mm · 143 g |
| Språk | Tysk |
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![Cover for Patricia Melin · Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization - Studies in Computational Intelligence (Innbunden bok) [2015 edition] (2015)](https://imusic.b-cdn.net/images/item/original/465/9783319177465.jpg?patricia-melin-2015-design-of-intelligent-systems-based-on-fuzzy-logic-neural-networks-and-nature-inspired-optimization-studies-in-computational-intelligence-innbunden-bok&class=scaled&v=1480090419)
![Cover for Patricia Melin · Soft Computing Applications in Optimization, Control, and Recognition - Studies in Fuzziness and Soft Computing (Pocketbok) [2013 edition] (2015)](https://imusic.b-cdn.net/images/item/original/923/9783642443923.jpg?patricia-melin-2015-soft-computing-applications-in-optimization-control-and-recognition-studies-in-fuzziness-and-soft-computing-pocketbok&class=scaled&v=1480090423)
![Cover for Patricia Melin · Modular Neural Networks and Type-2 Fuzzy Systems for Pattern Recognition - Studies in Computational Intelligence (Pocketbok) [2012 edition] (2013)](https://imusic.b-cdn.net/images/item/original/277/9783642270277.jpg?patricia-melin-2013-modular-neural-networks-and-type-2-fuzzy-systems-for-pattern-recognition-studies-in-computational-intelligence-pocketbok&class=scaled&v=1404985634)
![Cover for Patricia Melin · Soft Computing Applications in Optimization, Control, and Recognition - Studies in Fuzziness and Soft Computing (Innbunden bok) [2013 edition] (2012)](https://imusic.b-cdn.net/images/item/original/222/9783642353222.jpg?patricia-melin-2012-soft-computing-applications-in-optimization-control-and-recognition-studies-in-fuzziness-and-soft-computing-innbunden-bok&class=scaled&v=1398013611)
![Cover for Patricia Melin · Soft Computing for Recognition based on Biometrics - Studies in Computational Intelligence (Pocketbok) [2010 edition] (2012)](https://imusic.b-cdn.net/images/item/original/112/9783642265112.jpg?patricia-melin-2012-soft-computing-for-recognition-based-on-biometrics-studies-in-computational-intelligence-pocketbok&class=scaled&v=1430978569)
![Cover for Patricia Melin · Bio-Inspired Hybrid Intelligent Systems for Image Analysis and Pattern Recognition - Studies in Computational Intelligence (Pocketbok) [2010 edition] (2012)](https://imusic.b-cdn.net/images/item/original/650/9783642260650.jpg?patricia-melin-2012-bio-inspired-hybrid-intelligent-systems-for-image-analysis-and-pattern-recognition-studies-in-computational-intelligence-pocketbok&class=scaled&v=1542981913)
![Cover for Patricia Melin · Hybrid Intelligent Systems for Pattern Recognition Using Soft Computing: An Evolutionary Approach for Neural Networks and Fuzzy Systems - Studies in Fuzziness and Soft Computing (Pocketbok) [Softcover reprint of hardcover 1st ed. 2005 edition] (2010)](https://imusic.b-cdn.net/images/item/original/251/9783642063251.jpg?patricia-melin-2010-hybrid-intelligent-systems-for-pattern-recognition-using-soft-computing-an-evolutionary-approach-for-neural-networks-and-fuzzy-systems-studies-in-fuzziness-and-soft-computing-pocketbok&class=scaled&v=1408462809)
![Cover for Patricia Melin · Bio-Inspired Hybrid Intelligent Systems for Image Analysis and Pattern Recognition - Studies in Computational Intelligence (Innbunden bok) [2010 edition] (2009)](https://imusic.b-cdn.net/images/item/original/158/9783642045158.jpg?patricia-melin-2009-bio-inspired-hybrid-intelligent-systems-for-image-analysis-and-pattern-recognition-studies-in-computational-intelligence-innbunden-bok&class=scaled&v=1542981913)
![Cover for Patricia Melin · Foundations of Fuzzy Logic and Soft Computing: 12th International Fuzzy Systems Association World Congress, IFSA 2007, Cancun, Mexico, Junw 18-21, 2007, Proceedings - Lecture Notes in Computer Science (Pocketbok) [2007 edition] (2007)](https://imusic.b-cdn.net/images/item/original/174/9783540729174.jpg?patricia-melin-2007-foundations-of-fuzzy-logic-and-soft-computing-12th-international-fuzzy-systems-association-world-congress-ifsa-2007-cancun-mexico-junw-18-21-2007-proceedings-lecture-notes-in-computer-science-pocketbok&class=scaled&v=1497751933)
![Cover for Patricia Melin · Hybrid Intelligent Systems for Pattern Recognition Using Soft Computing: An Evolutionary Approach for Neural Networks and Fuzzy Systems - Studies in Fuzziness and Soft Computing (Innbunden bok) [2005 edition] (2005)](https://imusic.b-cdn.net/images/item/original/218/9783540241218.jpg?patricia-melin-2005-hybrid-intelligent-systems-for-pattern-recognition-using-soft-computing-an-evolutionary-approach-for-neural-networks-and-fuzzy-systems-studies-in-fuzziness-and-soft-computing-innbunden-bok&class=scaled&v=1414743543)