Neural Advances in Processing Nonlinear Dynamic Signals: Smart Innovation, Systems and Technologies, cartea 102
Editat de Anna Esposito, Marcos Faundez-Zanuy, Francesco Carlo Morabito, Eros Paseroen Limba Engleză Hardback – 2 aug 2018
Addresses key aspects, such as the integration of neural algorithms and procedures for the recognition, the analysis and detection of dynamic complex structures and the implementation of systems for discovering patterns in data, the book highlights the commonalities between computational intelligence (CI) and information and communications technologies (ICT) to promote transversal skills and sophisticated processing techniques.
This book is a valuable resource for
a. The academic research community
b. The ICT market
c. PhD students and early stage researchers
d. Companies, research institutes
e. Representatives from industry and standardization bodies
Toate formatele și edițiile | Preț | Express |
---|---|---|
Paperback (1) | 1045.74 lei 6-8 săpt. | |
Springer International Publishing – 14 feb 2019 | 1045.74 lei 6-8 săpt. | |
Hardback (1) | 1052.02 lei 6-8 săpt. | |
Springer International Publishing – 2 aug 2018 | 1052.02 lei 6-8 săpt. |
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Specificații
ISBN-13: 9783319950976
ISBN-10: 3319950975
Pagini: 280
Ilustrații: XII, 318 p. 91 illus., 61 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 0.64 kg
Ediția:1st ed. 2019
Editura: Springer International Publishing
Colecția Springer
Seria Smart Innovation, Systems and Technologies
Locul publicării:Cham, Switzerland
ISBN-10: 3319950975
Pagini: 280
Ilustrații: XII, 318 p. 91 illus., 61 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 0.64 kg
Ediția:1st ed. 2019
Editura: Springer International Publishing
Colecția Springer
Seria Smart Innovation, Systems and Technologies
Locul publicării:Cham, Switzerland
Cuprins
Processing Nonlinearities.- Temporal Artifacts from Edge Accumulation in Social Interaction.- Data Mining by Evolving Agents for Clusters Discovery and Metric Learning.- Error Resilient Neural Networks on Low-Dimensional Manifolds.- On 4-Dimensional Hypercomplex Algebras in Adaptive Signal Processing.- Growing Curvilinear Component Analysis (GCCA) for Stator Fault Detection in Induction Machines.- Convolutional Neural Networks for the Identification of Filaments from Fast Visual Imaging Cameras in Tokamak Reactors.- Appraisal of Enhanced Surrogate Models for Substrate Integrate Waveguide Devices Characterization.- An Improved PSO for Flexible Parameters Identification of Lithium Cells Equivalent Circuit Models.- New Challenges in Pension Industry: Proposals of Personal Pension Products.- A Method Based on OWA Operator for Scientific Research Evaluation.- A Cluster Analysis Approach for Rule Base Reduction.
Textul de pe ultima copertă
This book proposes neural networks algorithms and advanced machine learning techniques for processing nonlinear dynamic signals such as audio, speech, financial signals, feedback loops, waveform generation, filtering, equalization, signals from arrays of sensors, and perturbations in the automatic control of industrial production processes. It also discusses the drastic changes in financial, economic, and work processes that are currently being experienced by the computational and engineering sciences community.
Addresses key aspects, such as the integration of neural algorithms and procedures for the recognition, the analysis and detection of dynamic complex structures and the implementation of systems for discovering patterns in data, the book highlights the commonalities between computational intelligence (CI) and information and communications technologies (ICT) to promote transversal skills and sophisticated processing techniques.
This book is a valuable resource for
a. The academic research community
b. The ICT market
c. PhD students and early stage researchers
d. Companies, research institutes
e. Representatives from industry and standardization bodies
Addresses key aspects, such as the integration of neural algorithms and procedures for the recognition, the analysis and detection of dynamic complex structures and the implementation of systems for discovering patterns in data, the book highlights the commonalities between computational intelligence (CI) and information and communications technologies (ICT) to promote transversal skills and sophisticated processing techniques.
This book is a valuable resource for
a. The academic research community
b. The ICT market
c. PhD students and early stage researchers
d. Companies, research institutes
e. Representatives from industry and standardization bodies
Caracteristici
Presents neural networks algorithms and advanced machine learning techniques for processing nonlinear dynamic signals such as audio, speech, financial signals, feedback loops, waveform generations, filtering, equalization, signals from arrays of sensors, and perturbation in the automatic control of industrial production processes Proposes approaches to measure and highlight the importance of the use of intelligent tools in the investigation of economic/financial and industrial processes Covers different scientific areas in computational intelligence and related techniques in financial, industrial, and information and communications technology (ICT) engineering Includes contributions from leading experts