Machine learning and mechanics based soft computing applications
Chapter 1 - LS-TFP: A LSTM-Based Traffic Flow Prediction Method in Intelligent Internet of Things"Chapter 2 - Threshold Text Classification with Kullback-Leibler Divergence ApproachChapter 3 - Cellular Automata-based Simulation Model for Water Quality Management of Pangasius PondsChapter 4 - De...
Gespeichert in:
| Weitere Verfasser: | , |
|---|---|
| Format: | UnknownFormat |
| Sprache: | eng |
| Veröffentlicht: |
Singapore
Springer
2023
|
| Schriftenreihe: | Studies in computational intelligence
volume 1068 |
| Schlagworte: | |
| Online Zugang: | Cover Inhaltsverzeichnis |
| Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
Tag hinzufügen 
| Zusammenfassung: | Chapter 1 - LS-TFP: A LSTM-Based Traffic Flow Prediction Method in Intelligent Internet of Things"Chapter 2 - Threshold Text Classification with Kullback-Leibler Divergence ApproachChapter 3 - Cellular Automata-based Simulation Model for Water Quality Management of Pangasius PondsChapter 4 - Deep-IDS: A lightweight Neural Network based Intrusion Detection SystemChapter 5 - Heuristic methods solving Markowitz Mean-Variance portfolio optimization problemChapter 6 - Context-based and Collaboration-based Product Recommendation Approaches for a Clothes Online Sale SystemChapter 7 - Recommendation Approaches for a Clothes Online Sale SystemChapter 8 - A cost-effective control system of the biogas based electrical generatorChapter 9 - Parallel, Distributed Model-checking of Composite Web-services with Integrated Choreography and OrchestrationChapter 10 - An application of logistic regression model in the student's academic performanceat HUST, VietnamChapter 11 - Soft Robotics Fingered-Hand Based on Working Principle of Asymmetric Soft ActuatorChapter 12 - Control design for 400Hz Ground Power UnitChapter 13 - Rapid design of square-spiral metamaterial for Enhanced Wireless power transfer applications using Artificial Neural NetworksChapter 14 - GIS and RS application for Land use status quo mapping in 2020 and Land use change assessing in Thu Dau Mot cityChapter 15 - Particle Swarm Optimization for Acceleration Tracking Control of an Actuator SystemChapter 16 - Count the Number of Steel Bars based on Deep LearningChapter 17 - Hybrid SARIMA - GRU model based on STL for forecasting water level in Red riverNorth VietnamChapter 18 - Activity Based Learning: An Analysis to Teach Learners Using Online MethodologiesChapter 19 - Use of a Fatigue Framework to Adopt a New Normalization Strategy for Deep Learning Based AugmentationChapter 20 - An Innovative and Smart Agriculture Platform for Improving the Coffee Value Chain and Supply ChainChapter 21 - Complex Shear Imaging Based on Signal Processing and Machine Learning AlgorithmsChapter 22 - Breast Cancer Detection Based on UWB Dataset And Machine LearningChapter 23 - A review of mathematical methods for flexible robot dynamics modeling and simulationChapter 24 - Digital Twins of Robotic Systems: Increasing capability for industrial applicationsChapter 25 - Optimal Motion for Humanoid Robotic Arms using Kinect CameraChapter 26 - 6G Wireless Communication Systems and Its ApplicationsChapter 27 - Compensation Techniques for Non-linear effects using NG-RoF-DSP: A ReviewChapter 28 - An IoT solution designed for remote automatic control and supervisor systems to key environmental factors and diseases in coffee farms in VietnamChapter 29 - Artificial Intelligence As a Strategic partner to HRM 4.0 This book highlights recent advances in the area of machine learning and robotics-based soft computing applications. The book covers various artificial intelligence, machine learning, and mechanics, a mix of mechanical computational engineering work. The current computing era has a huge market/potential for machine learning, robotics, and soft computing techniques and their applications. With this in view, the book shares latest research and cutting-edge applications useful for professionals and researchers in these areas |
|---|---|
| Beschreibung: | Literaturangaben |
| Beschreibung: | ix, 327 Seiten Illustrationen, Diagramme |
| ISBN: | 9789811964497 978-981-19-6449-7 |