Opening book details…
Can I read Multiple Classifier Systems: First International Workshop, MCS 2000 Cagliari, Italy, June 21-23, 2000 Proceedings (Lecture Notes in Computer Science (1857)) on EtoBox?
Multiple Classifier Systems: First International Workshop, MCS 2000 Cagliari, Italy, June 21-23, 2000 Proceedings (Lecture Notes in Computer Science (1857)) by Josef Kittler; Fabio Roli; International Workshop on Multiple Classifier Systems is a nonfiction available to read on EtoBox.
What is Multiple Classifier Systems: First International Workshop, MCS 2000 Cagliari, Italy, June 21-23, 2000 Proceedings (Lecture Notes in Computer Science (1857)) about?
Many theoretical and experimental studies have shown that a multiple classi?er system is an e?ective technique for reducing prediction errors [9,10,11,20,19]. These studies identify mainly three elements that characterize a set of cl- si? -Therepresentationoftheinput(whateachindividualclassi?erreceivesby wayofinput). -Thearchitectureoftheindividualclassi?ers(algorithmsandparametri- tion). - The way to cause these classi?ers to take a decision together. Itcanbeassumedthatacombinationmethodise?cientifeachindividualcl- si?ermakeserrors'inadi?erentway',sothatitcanbeexpectedthatmostofthe classi?ers can correct the mistakes that an individual one does [1,19]. The term 'weak classi?ers' refers to classi?ers whose capacity has been reduced in some way so as to increase their prediction diversity. Either their internal architecture issimple(e.g.,theyusemono-layerperceptronsinsteadofmoresophisticated neural networks), or they are prevented from using all the information available. Sinceeachclassi?erseesdi?erentsectionsofthelearningset,theerrorcorre- tion among them is reduced. It has been shown that the majority vote is the beststrategyiftheerrorsamongtheclassi?ersarenotcorrelated.Moreover,
Who reads Multiple Classifier Systems: First International Workshop, MCS 2000 Cagliari, Italy, June 21-23, 2000 Proceedings (Lecture Notes in Computer Science (1857))?
It is typically read by self-directed learners exploring a subject in depth.
Common subject areas: history, science, philosophy, social sciences.
- Author
- Josef Kittler; Fabio Roli; International Workshop on Multiple Classifier Systems
- Publisher
- Springer Nature
- Published
- 2003
- Language
- EN
- ISBN
- 9783540221449
- Category
- nonfiction
- Subjects
- Computer Science, Science, Mathematics
Other editions & translations
- Multiple classifier systems : 4th international workshop, MCS 2003, Guildford, UK, June 11-13, 2003 : proceedings (2003)
- Multiple Classifier Systems: First International Workshop, MCS 2000 Cagliari, Italy, June 21-23, 2000 Proceedings (Lecture Notes in Computer Science (1857)) (2000)
- Математика в школе 2010-07 (2010)
- Deep Learning for Computer Vision with Python Practitioner Bundle (2019)
- Multiple Classifier Systems: Third International Workshop, MCS 2002, Cagliari, Italy, June 24-26, 2002. Proceedings (Lecture Notes in Computer Science, 2364) (2002)
More by Josef Kittler; Fabio Roli; International Workshop on Multiple Classifier Systems
Browse all works by Josef Kittler; Fabio Roli; International Workshop on Multiple Classifier Systems
Similar books
- Multiple classifier systems : third international workshop, MCS 2002, Cagliari, Italy, June 24-26, 2002 proceedings — fabio roli and josef kittler (2002)
- Lecture Notes in Computer Science 3077 Multiple Classifier Systems 5th International Workshop,MCS 2004 — International Workshop on Multiple Classifier Systems (5th: 2004: Cagliari, Italy); Roli, Fabio, 1962-; Kittler, Josef, 1946-; Windeatt, Terry (2004)
- Advances in Case-Based Reasoning: 5th European Workshop, EWCBR 2000 Trento, Italy, September 6-9, 2000 Proceedings (Lecture Notes in Computer Science, 1898) — Enrico Blanzieri; Luigi Portinale; European workshop on advances in case-based reasoning, EWCBR (2003)
- Multiple Classifier Systems: 9th International Workshop, MCS 2010, Cairo, Egypt, April 7-9, 2010. Proceedings — Santi Seguí, Laura Igual, Jordi Vitrià (auth.), Neamat El Gayar, Josef Kittler, Fabio Roli (2010)
- Multiple Classifier Systems [recurso electrónico] 11th International Workshop, MCS 2013, Nanjing, China, May 15-17, 2013. Proceedings — Ariel Bar, Lior Rokach, Guy Shani, Bracha Shapira (auth.), Zhi-Hua Zhou, Fabio Roli, Josef Kittler (2013)
- Graph-Theoretic Concepts in Computer Science: 26th International Workshop, WG 2000 Konstanz, Germany, June 15-17, 2000 Proceedings (Lecture Notes in Computer Science, 1928) — Ingo Wegener (auth.), Ulrik Brandes, Dorothea Wagner (2000)