Machine Learning Paradigms: Theory and Application

Machine Learning Paradigms: Theory and Application

The book focuses on machine learning. Divided into three parts, the first part discusses the feature selection problem. The second part then describes the application of machine learning in the classification problem, while the third part presents an overview of real-world applications of swarm-base...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Συγγραφή απο Οργανισμό/Αρχή:	SpringerLink (Online service)
Άλλοι συγγραφείς:	Hassanien, Aboul Ella (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt)
Μορφή:	Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:	English
Έκδοση:	Cham : Springer International Publishing : Imprint: Springer, 2019.
Έκδοση:	1st ed. 2019.
Σειρά:	Studies in Computational Intelligence, 801
Θέματα:	Computational intelligence. Artificial intelligence. Pattern recognition. Computational Intelligence. Artificial Intelligence. Pattern Recognition.
Διαθέσιμο Online:	Full Text via HEAL-Link

Παρόμοια τεκμήρια

Machine Learning Paradigms Advances in Data Analytics /
Έκδοση: (2019)

Recent Advances in Ensembles for Feature Selection
ανά: Bolón-Canedo, Verónica, κ.ά.
Έκδοση: (2018)

Proceedings of the Eighth International Conference on Soft Computing and Pattern Recognition (SoCPaR 2016)
Έκδοση: (2018)

Computational Intelligence for Pattern Recognition
Έκδοση: (2018)

Proceedings of the 10th International Conference on Computer Recognition Systems CORES 2017
Έκδοση: (2018)

Advances in Feature Selection for Data and Pattern Recognition
Έκδοση: (2018)

Cause Effect Pairs in Machine Learning
Έκδοση: (2019)

Radial Basis Function Networks 2 New Advances in Design /
ανά: Howlett, Robert J., κ.ά.
Έκδοση: (2001)

Deep Neural Networks in a Mathematical Framework
ανά: Caterini, Anthony L., κ.ά.
Έκδοση: (2018)

Smart Techniques for a Smarter Planet Towards Smarter Algorithms /
Έκδοση: (2019)

Type-2 Fuzzy Logic and Systems Dedicated to Professor Jerry Mendel for his Pioneering Contribution /
Έκδοση: (2018)

Human and Machine Learning Visible, Explainable, Trustworthy and Transparent /
Έκδοση: (2018)

Explainable and Interpretable Models in Computer Vision and Machine Learning
Έκδοση: (2018)

Gesture Recognition Principles, Techniques and Applications /
ανά: Konar, Amit, κ.ά.
Έκδοση: (2018)

Learning Representation for Multi-View Data Analysis Models and Applications /
ανά: Ding, Zhengming, κ.ά.
Έκδοση: (2019)

Machine Learning and Data Mining in Pattern Recognition First International Workshop, MLDM'99, Leipzig, Germany, September 16-18, 1999, Proceedings /
Έκδοση: (1999)

Computer Vision - ACCV 2018 14th Asian Conference on Computer Vision, Perth, Australia, December 2-6, 2018, Revised Selected Papers, Part V /
Έκδοση: (2019)

Machine Learning and Data Mining for Sports Analytics 5th International Workshop, MLSA 2018, Co-located with ECML/PKDD 2018, Dublin, Ireland, September 10, 2018, Proceedings /
Έκδοση: (2019)

Supervised Descriptive Pattern Mining
ανά: Ventura, Sebastián, κ.ά.
Έκδοση: (2018)

3D Structure from Multiple Images of Large-Scale Environments European Workshop, SMILE'98, Freiburg, Germany, June 6-7, 1998, Proceedings /
Έκδοση: (1998)

Progress in Pattern Recognition, Image Analysis and Applications 9th Iberoamerican Congress on Pattern Recognition, CIARP 2004, Puebla, Mexico, October 26-29, 2004. Proceedings /
Έκδοση: (2004)

Advances in Pattern Recognition Joint IAPR International Workshops, SSPR'98 and SPR'98, Sydney, Australia, August 11-13, 1998, Proceedings /
Έκδοση: (1998)

Inpainting and Denoising Challenges
Έκδοση: (2019)

Robotic Tactile Perception and Understanding A Sparse Coding Method /
ανά: Liu, Huaping, κ.ά.
Έκδοση: (2018)

The NIPS '17 Competition: Building Intelligent Systems
Έκδοση: (2018)

Pattern Recognition 10th Mexican Conference, MCPR 2018, Puebla, Mexico, June 27-30, 2018, Proceedings /
Έκδοση: (2018)

Document Analysis and Recognition 4th Workshop, DAR 2018, Held in Conjunction with ICVGIP 2018, Hyderabad, India, December 18, 2018, Revised Selected Papers /
Έκδοση: (2019)

Pattern Recognition and Computer Vision Second Chinese Conference, PRCV 2019, Xi'an, China, November 8-11, 2019, Proceedings, Part III /
Έκδοση: (2019)

Automata Implementation Second International Workshop on Implementing Automata, WIA'97, London, Ontario, Canada, September 18-20, 1997, Revised Papers /
Έκδοση: (1998)

Artificial Evolution Third European Conference, AE '97, Nimes, France, October 22-24, 1997, Selected Papers /
Έκδοση: (1998)

Autonomous Robotic Systems Soft Computing and Hard Computing Methodologies and Applications /
Έκδοση: (2003)

Graph Learning in Medical Imaging First International Workshop, GLMI 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 17, 2019, Proceedings /
Έκδοση: (2019)

Empirical Approach to Machine Learning
ανά: Angelov, Plamen P., κ.ά.
Έκδοση: (2019)

Music and Artificial Intelligence Second International Conference, ICMAI 2002, Edinburgh, Scotland, UK, September 12-14, 2002, Proceedings /
Έκδοση: (2002)

Advances in Soft Computing - AFSS 2002 2002 AFSS International Conference on Fuzzy Systems. Calcutta, India, February 3-6, 2002. Proceedings /
Έκδοση: (2002)

KI-99: Advances in Artificial Intelligence 23rd Annual German Conference on Artificial Intelligence, Bonn, Germany, September 13-15, 1999 Proceedings /
Έκδοση: (1999)

Multiview Machine Learning
ανά: Sun, Shiliang, κ.ά.
Έκδοση: (2019)

Neural Networks and Statistical Learning
ανά: Du, Ke-Lin, κ.ά.
Έκδοση: (2019)

Advances in Fuzzy Control
Έκδοση: (1998)

Pattern Recognition 24th DAGM Symposium, Zurich, Switzerland, September 16-18, 2002, Proceedings /
Έκδοση: (2002)

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