Intelligent Computing
Springer International Publishing (Verlag)
978-3-030-80125-0 (ISBN)
This book is a comprehensive collection of chapters focusing on the core areas of computing and their further applications in the real world.
Each chapter is a paper presented at the Computing Conference 2021 held on 15-16 July 2021. Computing 2021 attracted a total of 638 submissions which underwent a double-blind peer review process. Of those 638 submissions, 235 submissions have been selected to be included in this book.
The goal of this conference is to give a platform to researchers with fundamental contributions and to be a premier venue for academic and industry practitioners to share new ideas and development experiences.
We hope that readers find this volume interesting and valuable as it provides the state-of-the-art intelligent methods and techniques for solving real-world problems. We also expect that the conference and its publications is a trigger for further related research and technology improvements in this important subject.
Balanced Weighted Label Propagation.- Analysis of the Vegetation Index Dynamics on the Base of Fuzzy Time Series Model.- Application of Data-driven Fault Diagnosis Design Techniques to a Wind Turbine Test-rig.- Mathematical Model to Support Decision-making to Ensure the Efficiency and Stability of Economic Development of the Republic of Kazakhstan.- Development of an Oceanographic Databank based on Ontological Interactive Documents.- GeoTree: A Data Structure for Constant Time Geospatial Search Enabling a Real-time Property Index.- Predictive Models as Early Warning Systems: A Bayesian Classification Model to Identify At-risk Students of Programming.- A New Proposal of Parametric Similarity Measures with Application in Decision Making.- A Disease Similarity Technique using Biological Process Functional Annotations.- Result Prediction using Data Mining.- Accelerating Road Sign Ground Truth Construction with Knowledge Graph and Machine Learning.
| Erscheinungsdatum | 08.07.2021 |
|---|---|
| Reihe/Serie | Lecture Notes in Networks and Systems |
| Zusatzinfo | XIV, 1254 p. 619 illus., 467 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 2100 g |
| Themenwelt | Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik |
| Technik ► Nachrichtentechnik | |
| Schlagworte | Artificial Intelligence • biometrics • Blockchain • Cloud Computing • Computing Conference • Computing Conference 2021 • Distributed Computing • feature extraction • High Performance Computing • Image Processing • mobile applications • Multi Agents System • Natural Language Processing • pattern recognition • sentiment analysis |
| ISBN-10 | 3-030-80125-X / 303080125X |
| ISBN-13 | 978-3-030-80125-0 / 9783030801250 |
| Zustand | Neuware |
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