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Soft Computing and Signal Processing : Proceedings of ICSCSP 2018. Volume 2

Author: Jiacun Wang
Publisher: Singapore : Springer, 2019.
Series: Advances in intelligent systems and computing, 898.
Edition/Format:   eBook : Document : Conference publication : EnglishView all editions and formats
Summary:
The book includes research papers on current developments in the field of soft computing and signal processing, selected from papers presented at the International Conference on Soft Computing and Signal Processing (ICSCSP 2018). It features papers on current topics, such as soft sets, rough sets, fuzzy logic, neural networks, genetic algorithms and machine learning. It also discusses various aspects of these  Read more...
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Genre/Form: Conference papers and proceedings
Electronic books
Congresses
Additional Physical Format: (OCoLC)1057745973
Material Type: Conference publication, Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Jiacun Wang
ISBN: 9789811333934 9811333939
OCLC Number: 1085566674
Description: 1 online resource.
Contents: Intro; Organizing Committee; Chief Patron; Patrons; Conference Chair; Publication Chair; Convener; Organizing Chair; Organizing Secretaries; Session Chairs; Coordinators; Organizing Committee; Web Developer; Proceedings Committee; Technical Program Committee; Publicity Committee; Registration Committee; Hospitality Committee; Certificate Committee; Decoration Committee; Transportation Committee; International and National Advisory Committee; Preface; Contents; About the Editors; A Graphical Computational Tool for Computerized Ventricular Extraction in Magnetic Resonance Cardiac Imaging 1 Introduction2 Methodology; 2.1 MRI Frames Segmentation; 2.2 MRI Frames Processing; 3 Graphical Computational Tool; 4 Validation; 5 Conclusion; References; Speckle Noise Suppression in Ultrasound Images by Using an Improved Non-local Mean Filter; 1 Introduction; 2 Improved Non-local Mean Filter for Suppression of Speckle Noise in Ultrasound Images; 3 Results and Discussions; 4 Conclusion; References; Internet of Things: Illuminating and Study of Protection and Justifying Potential Countermeasures; 1 Preface; 1.1 IOT Model; 1.2 Threats on Each Layer; 2 Related Works Done in IOT 3 Countermeasures to Mitigate Vulnerability4 Scope; 5 Conclusion; References; GA-Based Feature Selection for Squid's Classification; 1 Introduction; 2 Feature Selection; 3 GA-Based Feature Selection; 3.1 Generation of Initial Population; 3.2 Fitness Evaluated Function; 3.3 Crossover and Mutation; 4 Parameter Settings for GA Experiment; 5 Experimental Results; 6 Conclusion; References; Enabling Cognitive Predictive Maintenance Using Machine Learning: Approaches and Design Methodologies; 1 Introduction; 2 Cognitive Predictive Maintenance Process 3 Cognitive Framework and Widely Used Cognitive Technologies4 Cognitive System Architecture; 5 Anomaly Detection Approach and System Design; 5.1 Proposed Rule-Based Bottom-up Approach for Building Cognitive Model; 6 Open-Source S/W to Build a Cognitive System; 7 Conclusion; References; Agricultural Monitoring and Controlling System Using Wireless Sensor Network; 1 Introduction; 2 Background; 3 Proposed System; 4 Methodology; 4.1 Field Monitoring System; 4.2 Pest Detection; 4.3 Septoria Leaf Spot Disease Detection; 5 Experimental Setup; 6 Results and Discussion; 7 Conclusion; References A Modified Firefly Swarm Optimization Technique to Improve the Efficiency of Underwater Wireless Sensor Networks1 Introduction; 2 Related Work; 3 Firefly Algorithm; 4 Firefly Swarm Intelligence Algorithm for UWSNs; 5 Experimental Set-up; 6 Results and Comparative Analysis; 7 Conclusion; References; Using Hierarchies in Online Social Networks to Determine Link Prediction; 1 Introduction; 2 Literature Survey; 3 Proposed Algorithms; 3.1 Using Hierarchies for Link Prediction; 4 Conclusion; References; Data Analysis, Visualization, and Leak Size Modeling for Water Distribution Network
Series Title: Advances in intelligent systems and computing, 898.
Other Titles: Proceedings of ICSCSP 2018
ICSCSP 2018
Responsibility: Jiacun Wang [and 3 others], editors.

Abstract:

The book includes research papers on current developments in the field of soft computing and signal processing, selected from papers presented at the International Conference on Soft Computing and  Read more...

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