| Description |
1 online resource (260 p.) |
| Series |
Advances in Computing Communications and Informatics Series ; v.5 |
|
Advances in Computing Communications and Informatics Series
|
| Contents |
Cover -- Title -- Copyright -- End User License Agreement -- Contents -- Preface -- List of Contributors -- A Comprehensive Study and Analysis on Prediction of Rainfall Across Multiple Countries using Machine Learning -- C. Kishor Kumar Reddy1,*, P.R. Anisha1 and Nguyen Gia Nhu2 -- INTRODUCTION -- RELEVANT WORK -- DISCUSSION -- CONCLUSION -- CONSENT FOR PUBLICATION -- CONFLICT OF INTEREST -- ACKNOWLEDGEMENT -- REFERENCES -- A Novel Approach for Clustering Large-scale Cloud Data using Computational Mechanism -- Zdzislaw Polkowski1, Jyoti Prakash Mishra2 and Sambit Kumar Mishra2,* |
|
INTRODUCTION -- REVIEW OF LITERATURE -- IMPLEMENTATION USING GENETIC ALGORITHM -- STRATEGIES OF EVALUATION OF QUERY PLANS RELATED TO LARGE SCALE DATA -- ALGORITHM -- EXPERIMENTAL ANALYSIS -- DISCUSSION AND FUTURE DIRECTION -- CONCLUSION -- CONSENT FOR PUBLICATION -- CONFLICT OF INTEREST -- ACKNOWLEDGEMENT -- REFERENCES -- Secure Communication Over In-Vehicle Network Using Message Authentication -- Manjunath Managuli1,*, Sudha Slake2, Pankaja S. Kadalgi2 and Gouri C. Khadabadi2 -- INTRODUCTION -- Background for Vehicle Security -- Hacking Incidents on Vehicles |
|
Economic Value at Risk Due to Poor Security Investments -- Security Goals -- Security Attacks -- Techniques to Implement Security Mechanisms -- Network Security Model -- Security by Design -- Cybersecurity Concept for Connected Car -- Designing Secure Automotive Systems -- Security by Design across CAR Development Lifecycle -- Vehicle Communication Buses -- Format of Request and Response Messages -- Internal Key used for Decryption and Encryption -- AES Algorithm -- Sequence of Key Update Procedure -- Routine Control (31 hex) Service -- Steps Involved in Key Update -- Step 1: -- Step 2: |
|
Step 3: -- Step 4: -- STEP 5: -- Step 6: -- Step 7: -- Step 8: -- DESIGN AND IMPLEMENTATION -- Overview of the AUTOSAR Standard -- AUTOSAR Architecture Overview -- AUTOSAR Software Architecture and Features for Security -- Design Flow within AUTOSAR Security Software Modules -- Implementation of in-vehicle Message Authentication -- Sequence Diagram Authentication during Direct Transmission -- Sequence Diagram Verification during Direct Reception -- Introduction to DaVinci Developer tool -- A Decision Model for Reliability Analysis of Agricultural Sensor Data for Smart Irrigation 4.0 |
|
Subhash Mondal1, Samrat Podder1 and Diganta Sengupta1,* -- INTRODUCTION -- LITERATURE SURVEY -- PROPOSED METHODOLOGY -- Dataset Acquisition -- Dataset Pre-Processing -- Framework -- Algorithm -- Parameter Estimation -- Modeling/Training Stage -- Hyper-Parameter Tuning -- EXPERIMENTAL RESULT & ANALYSIS -- Precision -- Recall -- F1. Score -- Comparative Analysis -- CONCLUSION -- CONSENT FOR PUBLICATION -- CONFLICT OF INTEREST -- ACKNOWLEDGEMENT -- REFERENCES -- Machine Learning based Smart Electricity Monitoring & Fault Detection for Smart City 4.0 Ecosystem |
| Summary |
Data Science and Interdisciplinary Research: Recent Trends and Applications is a compelling edited volume that offers a comprehensive exploration of the latest advancements in data science and interdisciplinary research. Through a collection of 10 insightful chapters, this book showcases diverse models of machine learning, communications, signal processing, and data analysis, illustrating their relevance in various fields. Key Themes: Advanced Rainfall Predict |
| Notes |
Description based upon print version of record |
|
Subhash Mondal1, Suharta Banerjee1, Sugata Ghosh1, Adrija Dasgupta1 and Diganta Sengupta1,* |
| Form |
Electronic book
|
| Author |
Bhargava, Bharat
|
|
Hong, Wei-Chiang
|
| ISBN |
9789815079005 |
|
981507900X |
|
