Smart Innovations in Communication and Computational Sciences: Proceedings of ICSICCS 2020

✍ Scribed by Shailesh Tiwari, Munesh C. Trivedi, Krishn Kumar Mishra, A.K. Misra, Khedo Kavi Kumar, Erma Suryani

• Publisher: Springer Singapore;Springer
• Year: 2021
• Tongue: English
• Leaves: 324
• Series: Advances in Intelligent Systems and Computing 1168
• Edition: 1st ed.
• Category: Library

✦ Synopsis

This book presents the latest advances and research findings in the fields of computational science and communication presented at the International Conference on Smart Innovations in Communications and Computational Sciences (ICSICCS 2020). The areas covered include smart innovation; systems and technologies; embedded knowledge and intelligence; innovation and sustainability; advanced computing; networking and informatics. It also focuses on the knowledge-transfer methodologies and the innovation strategies employed to make these effective. This fascinating compilation appeals to researchers, academics and engineers around the globe.

✦ Table of Contents

Front Matter ....Pages i-xv
Front Matter ....Pages 1-1
Trust-Based Fuzzy Bat Optimization Algorithm for Attack Detection in Manet (Rakesh Kumar, Shashi Shekhar)....Pages 3-12
Multipath Routing Using Improved Grey Wolf Optimizer (IGWO)-Based Ad Hoc on-Demand Distance Vector Routing (AODV) Algorithm on MANET (Abhay Chaturvedi, Rakesh Kumar)....Pages 13-23
Comparative Analysis of Consensus Algorithms and Issues in Integration of Blockchain with IoT (Ashok Kumar Yadav, Karan Singh)....Pages 25-46
Use of Hadoop for Sentiment Analysis on Twitter’s Big Data (Sandeep Rathor)....Pages 47-53
Enhanced Mobility Management Model for Mobile Communications (Ashok Kumar Yadav, Karan Singh)....Pages 55-67
Multi-objective-Based Lion Optimization Algorithm for Relay Selection in Wireless Cooperative Communication Networks (Anand Ranjan, O. P. Singh, G. R. Mishra, Himanshu Katiyar)....Pages 69-77
Front Matter ....Pages 79-79
EmbPred30: Assessing 30-Days Readmission for Diabetic Patients Using Categorical Embeddings ( Sarthak, Shikhar Shukla, Surya Prakash Tripathi)....Pages 81-90
Prediction of Different Classes of Skin Disease Using Machine Learning Techniques (Anurag Kumar Verma, Saurabh Pal, Surjeet Kumar)....Pages 91-100
Feature Selection and Classification Based on Swarm Intelligence Approach to Detect Malware in Android Platform (Ashish Sharma, Manoj Kumar)....Pages 101-110
Sentiment Classification Using Hybrid Bayes Theorem Support Vector Machine Over Social Network (Shashi Shekhar, Narendra Mohan)....Pages 111-121
Improved Cuckoo Search with Artificial Bee Colony for Efficient Load Balancing in Cloud Computing Environment (Rakesh Kumar, Abhay Chaturvedi)....Pages 123-131
Modified Genetic Algorithm with Artificial Neural Network Algorithm for Cancer Gene Expression Database (Narendra Mohan, Neeraj Varshney)....Pages 133-143
Transfer Learning: Survey and Classification (Nidhi Agarwal, Akanksha Sondhi, Khyati Chopra, Ghanapriya Singh)....Pages 145-155
Machine Learning Approaches for Accurate Image Recognition and Detection for Plant Disease (Swati Vashisht, Praveen Kumar, Munesh C. Trivedi)....Pages 157-165
Behavior Analysis of a Deep Feedforward Neural Network by Varying the Weight Initialization Methods (Geetika Srivastava, Shubham Vashisth, Ishika Dhall, Shipra Saraswat)....Pages 167-175
A Novel Approach for 4-Bit Squaring Circuit Using Vedic Mathematics (Shatrughna Ojha, Vandana Shukla, O. P. Singh, G. R. Mishra, R. K. Tiwari)....Pages 177-184
Smart Educational Innovation Leads to University Competitiveness (Zornitsa Yordanova, Borislava Stoimenova)....Pages 185-195
Analysis and Forecast of Car Sales Based on R Language Time Series (Yuxin Zhao)....Pages 197-207
Front Matter ....Pages 209-209
Distributed Database Design and Heterogeneous Data Fusion Method Applied to the Management and Control Platform of Green Building Complex (Wen-xia Liu, Wen-jing Wu, Wei-hua Dong, Dong-lin Wang, Chao Long, Chen-fei Qu et al.)....Pages 211-222
Analysis and Prediction of Fuel Oil in a Terminal (Yuxin Zhao)....Pages 223-231
An Android Malware Detection Method Based on Native Libraries (Qian Zhu, Yuanqi Xu, Chenyang Jiang, Wenling Xie)....Pages 233-246
Fire Early Warning System Based on Precision Positioning Technology (Hanhui Lin, Likai Su, Yongxia Luo)....Pages 247-253
The Construction of Learning Resource Recommendation System Based on Recognition Technology (Hanhui Lin, Yiyu Huang, Yongxia Luo)....Pages 255-261
Review of Ultra-Low-Power CMOS Amplifier for Bio-electronic Sensor Interface (Geetika Srivastava, Ashish Dixit, Anil Kumar, Sachchidanand Shukla)....Pages 263-272
Front Matter ....Pages 273-273
An Enhancement of Underwater Images Based on Contrast Restricted Adaptive Histogram Equalization for Image Enhancement (Vishal Goyal, Aasheesh Shukla)....Pages 275-285
Hybridization of Social Spider Optimization (SSO) Algorithm with Differential Evolution (DE) Using Super-Resolution Reconstruction of Video Images (Shashi Shekhar, Neeraj Varshney)....Pages 287-296
Enhanced Convolutional Neural Network (ECNN) for Maize Leaf Diseases Identification (Rohit Agarwal, Himanshu Sharma)....Pages 297-307
Facial Expression Recognition Using Improved Local Binary Pattern and Min-Max Similarity with Nearest Neighbor Algorithm (Narendra Mohan, Neeraj Varshney)....Pages 309-319
Visibility Improvement of Hazy Image Using Fusion of Multiple Exposure Images (Subhash Chand Agrawal, Anand Singh Jalal)....Pages 321-332

✦ Subjects

Engineering; Computational Intelligence; Communications Engineering, Networks