Advances in Computational Intelligence
Springer International Publishing (Verlag)
978-3-030-20520-1 (ISBN)
This two-volume set LNCS 10305 and LNCS 10306 constitutes the refereed proceedings of the 15th International Work-Conference on Artificial Neural Networks, IWANN 2019, held at Gran Canaria, Spain, in June 2019.
The 150 revised full papers presented in this two-volume set were carefully reviewed and selected from 210 submissions. The papers are organized in topical sections on machine learning in weather observation and forecasting; computational intelligence methods for time series; human activity recognition; new and future tendencies in brain-computer interface systems; random-weights neural networks; pattern recognition; deep learning and natural language processing; software testing and intelligent systems; data-driven intelligent transportation systems; deep learning models in healthcare and biomedicine; deep learning beyond convolution; artificial neural network for biomedical image processing; machine learning in vision and robotics; system identification, process control,and manufacturing; image and signal processing; soft computing; mathematics for neural networks; internet modeling, communication and networking; expert systems; evolutionary and genetic algorithms; advances in computational intelligence; computational biology and bioinformatics.
Machine learning in weather observation and forecasting.- Computational intelligence methods for time series.- Human activity recognition.- New and future tendencies in brain-computer interface systems.- Random-weights neural networks.- Pattern recognition.- Deep learning and natural language processing.- Software testing and intelligent systems.- Data-driven intelligent transportation systems.- Deep learning models in healthcare and biomedicine.
| Erscheinungsdatum | 17.05.2019 |
|---|---|
| Reihe/Serie | Lecture Notes in Computer Science | Theoretical Computer Science and General Issues |
| Zusatzinfo | XXX, 940 p. 394 illus., 262 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 1460 g |
| Themenwelt | Informatik ► Weitere Themen ► Bioinformatik |
| Naturwissenschaften ► Biologie | |
| Schlagworte | Algorithm analysis and problem complexity • brain computer interface • Clustering • Cognitive Robotics • Computational Linguistics • Computer Networks • computer vision • Computing platforms • Deep learning • Distributed Artificial Intelligence • Genetic algorithms • Image Processing • Knowledge Representation and Reasoning • Learning Algorithms • machine learning • Neural networks • Search Methodologies • Support Vector Machines (SVM) • wireless telecommunication systems |
| ISBN-10 | 3-030-20520-7 / 3030205207 |
| ISBN-13 | 978-3-030-20520-1 / 9783030205201 |
| Zustand | Neuware |
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