Fusion Methods for Unsupervised Learning Ensembles

Fusion Methods for Unsupervised Learning Ensembles

The application of a “committee of experts” or ensemble learning to artificial neural networks that apply unsupervised learning techniques is widely considered to enhance the effectiveness of such networks greatly. This book examines the potential of the ensemble meta-algorithm by describing and tes...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς:	Baruque, Bruno (Συγγραφέας), Corchado, Emilio (Συγγραφέας)
Συγγραφή απο Οργανισμό/Αρχή:	SpringerLink (Online service)
Μορφή:	Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:	English
Έκδοση:	Berlin, Heidelberg : Springer Berlin Heidelberg, 2011.
Σειρά:	Studies in Computational Intelligence, 322
Θέματα:	Engineering. Artificial intelligence. Computational intelligence. Computational Intelligence. Artificial Intelligence (incl. Robotics).
Διαθέσιμο Online:	Full Text via HEAL-Link

Παρόμοια τεκμήρια

Ensembles in Machine Learning Applications
Έκδοση: (2011)

Supervised and Unsupervised Ensemble Methods and their Applications
Έκδοση: (2008)

Applications of Supervised and Unsupervised Ensemble Methods
Έκδοση: (2009)

Mobile Hybrid Intrusion Detection The MOVICAB-IDS System /
ανά: Herrero, Álvaro, κ.ά.
Έκδοση: (2011)

Kernel-based Data Fusion for Machine Learning Methods and Applications in Bioinformatics and Text Mining /
ανά: Yu, Shi, κ.ά.
Έκδοση: (2011)

Unsupervised Learning Algorithms
Έκδοση: (2016)

Data Fusion in Information Retrieval
ανά: Wu, Shengli
Έκδοση: (2012)

Unsupervised Process Monitoring and Fault Diagnosis with Machine Learning Methods
ανά: Aldrich, Chris, κ.ά.
Έκδοση: (2013)

Information Fusion Under Consideration of Conflicting Input Signals
ανά: Mönks, Uwe
Έκδοση: (2017)

Fusion of Smart, Multimedia and Computer Gaming Technologies Research, Systems and Perspectives /
Έκδοση: (2015)

Reinforcement Learning State-of-the-Art /
Έκδοση: (2012)

From Motor Learning to Interaction Learning in Robots
Έκδοση: (2010)

Towards an Intelligent Learning Management System Under Blended Learning Trends, Profiles and Modeling Perspectives /
ανά: Dias, Sofia B., κ.ά.
Έκδοση: (2014)

Meta-Learning in Computational Intelligence
Έκδοση: (2011)

Soft Computing in Machine Learning
Έκδοση: (2014)

Transfer in Reinforcement Learning Domains
ανά: Taylor, Matthew E.
Έκδοση: (2009)

Adaptive Representations for Reinforcement Learning
ανά: Whiteson, Shimon
Έκδοση: (2010)

Emerging Paradigms in Machine Learning
Έκδοση: (2013)

Machine Learning in Healthcare Informatics
Έκδοση: (2014)

Combinatorial Machine Learning A Rough Set Approach /
ανά: Moshkov, Mikhail, κ.ά.
Έκδοση: (2011)

Machine Learning Paradigms Artificial Immune Systems and their Applications in Software Personalization /
ανά: Sotiropoulos, Dionisios N., κ.ά.
Έκδοση: (2017)

Learning Structure and Schemas from Documents
Έκδοση: (2011)

Interactive Collaborative Learning Proceedings of the 19th ICL Conference - Volume 1 /
Έκδοση: (2017)

Interactive Collaborative Learning Proceedings of the 19th ICL Conference - Volume 2 /
Έκδοση: (2017)

Intelligent Open Learning Systems Concepts, Models and Algorithms /
ανά: Różewski, Przemysław, κ.ά.
Έκδοση: (2011)

Smart Education and e-Learning 2016
Έκδοση: (2016)

Meta-Learning in Decision Tree Induction
ανά: Grąbczewski, Krzysztof
Έκδοση: (2014)

E-Learning Paradigms and Applications Agent-based Approach /
Έκδοση: (2014)

Fuzzy Logic and Information Fusion To commemorate the 70th birthday of Professor Gaspar Mayor /
Έκδοση: (2016)

Intelligent and Adaptive Educational-Learning Systems Achievements and Trends /
Έκδοση: (2013)

Extreme Learning Machines 2013: Algorithms and Applications
Έκδοση: (2014)

Shape Understanding System – Knowledge Implementation and Learning
ανά: Les, Zbigniew, κ.ά.
Έκδοση: (2013)

Computational Optimization, Methods and Algorithms
Έκδοση: (2011)

Intelligent Methods for Cyber Warfare
Έκδοση: (2015)

Technology-Enhanced Systems and Tools for Collaborative Learning Scaffolding
Έκδοση: (2011)

International Workshop on Evidence-Based Technology Enhanced Learning
Έκδοση: (2012)

Sample Efficient Multiagent Learning in the Presence of Markovian Agents
ανά: Chakraborty, Doran
Έκδοση: (2014)

Semantic Methods for Knowledge Management and Communication
Έκδοση: (2011)

Methodologies and Intelligent Systems for Technology Enhanced Learning 6th International Conference /
Έκδοση: (2016)

Methodologies and Intelligent Systems for Technology Enhanced Learning 7th International Conference /
Έκδοση: (2017)

Βιβλιοθήκη & Κέντρο Πληροφόρησης | Πανεπιστήμιο Πατρών