Recent Trends in Computational Intelligence and Its Application

Sugumaran D, Souvik Pal, Dac-Nhuong Le, Noor Zaman Jhanjhi

• List of Figures List of Tables Foreword Preface About the Editors IntroductionDetails of Programme Committee 1. S-Café—A Smart Ubiquitous Chatbot-based Café for Human Motional Analysis and Coffee Brewing 1S. Arun, SaiSucharitha K, Mohamed Anees F. and K. Kalaivani2. A Deep Hybrid Neural Network Model to Detect Diabetic Retinopathy from Eye Fundus Images 8Guntaka Rama Mounika and Kamepalli Sujatha3. Optimization of Power Generation Costs Using Support Vector Machines 17A.R.Danila Shirly, M. V. Suganyadevi, S. Rochan Rohan, P. S. Shakkthi Naresh, S. Reehan Fazil, B. Rithesh and A. Shunmugalatha4. Masked Face Recognition by Reconstructing Face Using Image Inpainting with GAN 26Jinal Bhagat and Mahesh Goyani5. Deep Learning-Based Heart Sounds Classification Using Discrete Wavelet Transform Features 35Sabeena Yasmin Hera and Mohammad Amjad6. Optimal Allocation of Resources in Data Center using Artificial Intelligence 41D. Kalpanadevi, P. Babysudha, K. Kartheeban and M. Mayilvaganan7. Flower Leaf Image Classification using Deep Learning Techniques 51Bittu Kumar Aman and Vipin Kumar8. Vehicle Monitoring System Detection Using Deep Learning Technique 61K. Arthi, S. Suchitra, A. Shobanadevi and K. Sharon Babu9. Edge Detection System for Object Detection and Alert Generation 69E. Kamalanaban, P. Selvarani, S. K. Manigandan, V. Sabapathi, Roja K. and Roshini P.10. Pest Classification in Paddy by Using Deep ConvNets and VGG19 75R. Elakya and T. Manoranjitham11. Detection of Sink Hole Attack Using Ripemd Algorithm in Wireless Sensor Networks 85Stella K., Nisha A. P., Manjushree S. and Vethapackiam K. 12. DarkNet for Brain Tumor Detection and Classification 94Deepa P. L., D. Narain Ponraj and Sreena V. G.13. IOT Based Smart Sprinkling System in Farming 102Stella K, Ranjith Kumar S., Sathish Kumar M. and Rajesh Kumar M14. Design and Development of LoRaWAN Based Module for Pulse Output Water Meter 108Vivek B. M. E., Shridhar M., Snega S., Sugamathi R. and Kavin Prakash T.15. Face Emotion Recognition Using Histogram of Oriented Gradient (HOG) Feature Extraction and Neural Networks 114Sheriff M., Jalaja S., Dinesh Kumar T. R., Pavithra J., Yerramachetty Puja, and Sowmiya M.16. Historical Document Analysis Using Deep Learning 123S. Devi, M. Rajalakshmi, R. Saranya, G. Swathi, and K. Selvi17. IoT Based—Low Cost Smart Solar Panel Power Monitoring System Using Arduino and ESP8266 129Prabaakaran K., Anto Bennet, Senthil Kumar R., Jayasurya E., Kocherla Narendra, and Saravanan R.18. Segmentation of Corpus Callosum from MRI Images 134A. Padmanabha Sarma, and G. Saranya19. Quality Indexing of Reclaimed Water using Internet of Things for Irrigation Purpose 139S. Vishnu Kumar, E. Balasubramanian, G. Aloy Anuja Mary and M. Kumaresan20. Energy Efficient Heuristic Best Search Approach for Scheduling Virtual Machines in the OpenNebula Cloud 146Abisha D. and Aishwaryalakshmi R. K.21. Fire Detection and Alert System Using Deep Learning 158Sathishkumar B. R., Nivyadharsini N. and Niranjana T.22. EMO Player Using Deep Learning 167Sathishkumar B. R., Shreya V, Sujitha R. and Thilaga M.23. Impact Assessment on the Factors Affecting the Crop Yield Using Data Analytics and Principal Component Analysis 175Bharati Panigrahi, Krishna Chaitanya Rao Kathala and Koteswara Rao Seelam24. Automatic Parking System with Dynamic Tariff and Allotment of Optimum Parking Space 182Harshavardhan Naidu S., Senthil Kumar R., Santhoshkumar H., Kubera Rajan V. G., Sugavanam K. R. and Prabaakaran K.25. Parametric Study to Improve Forecasting Accuracy in Air Quality Data 187Shobha K.26. Smart Agriculture Monitoring System—Weed Detection and Predicting Soil Moisture and Weather 195M. Senthamil Selvi, S. Jansi Rani, V. K. Nivetha, C. Sruthi and Rahman Shafeeq27. Extraction and Analysis of Snow Covered Area from High Resolution Satellite Imageries 202Kodge B. G.28. A Customized Deep Convolutional Neural Network for Covid-19 Detection 208M. Dhilsath Fathima, R. Hariharan, Sachi Shome, Tamilarasan P., V. Vijeya Kaveri and R. Natchadalingam29. Real Time Face Mask Detection Using Mobilenetv2 Algorithm 215M. Dhilsath Fathima, R. Hariharan, Prashant Kumar Singh, Praveen Kumar, S. Ramya and M. Seeni Syed Raviyathu Ammal30. Artificial Intelligence in the Field of Textile Industry: A Systematic Study on Machine Learning and Neural Network Approaches 222Dennise Mathew and N. C. Brintha31. An Adaptive Feature Weight Using Hybrid Fire Fly with Harmony Optimization Algorithm on Feature Selection and Evaluating the Performance on Multi-Layer Perceptron with Hepatocellular Carcinoma Data 229C. Saranya Jothi, Carmel Mary Belinda, Eskandhaa K. Vel and Karthiha K. Vel32. Optimal and Dynamic Allocation of Efficient Data Center in Cloud Computing for Big Data Applications 237D. Sugumaran, Rajesh G., Syed Fiaz A. S. and Jayanthi K.33. Innovative IoT-based Predictive Control and Monitoring Algorithm for Industrial Safety 243Gokul M. and Rajathi K.34. Blind Source Separation in the Presence of AWGN Using ICA-FFT Algorithms a Machine Learning Process 252M. R. Ezilarasan, Rajesh G., Vinoth Kumar R. and K. Aanandhasaravanan35. Analysis of the System size of a Finite Capacity M/M/C Queueing System with Synchronised Vacations and Impatient Customers 261C. T. Dora Pravina, S. Sreelakshmi, T. Karthikeyan and Prakash M.36. AUBIT: An Adaptive User Behaviour Based Insider Threat Detection Technique Using LSTM-Autoencoder 267Ambairam Muthu Sivakrishna, R. Mohan and Krunal Randive37. Segmentation of Brain MRI Images Using U-Net 275Ramya D., C. Suryapunith, B. V. Satyendra Reddy, S. Mythri, B. KalicharanS. K. Manigandan38. Forecasting COVID-19 Cases Using Machine Learning 282Ramya D., Deepa J., Surya Srinivasan, P. S. Karthik Srinath, S. K. Manigandan and J. Velmurugan39. Efficient Pollutants Assessment of Larger Water-Bodies using Sentinel-2 MSI 289Kumaresan M., E. Balasubramanian, S. Vishnu Kumar and Ch Nirmal Prabhath40. Safety and Legal Measures to Protect Women from Cyber Crimes 298Sridevi J., M. S. R. Mariyappan and Eskandhaa K. Vel41. Swin Transformer Based COVID-19 Identification and its Severity Quantification 304Deepa J., Ramya D., K. S. Rishab, Sachi Shome, S. K. Manigandan and J. Velmurugan42. Dissertation on Password Space of Disparate Graphical User Authentication Systems 313Shanthalakshmi M. and Ponmagal R. S. 43. Convolutional Neural Network Based Image Steganography 321Lijetha C. Jaffrin, P. N. Karthikayan, Soumik Datta, and Arjit Majumdar44. Smart Digilocker Using IoT 332S. Shanmuga Priya, R. Umamaheswari, S. Uma and R. Ganesan45. Cybersecurity and Artificial Intelligence: A Systematic Literature Review 339R. Srinivasan, M. Kavitha, R. Kavitha and Uma S.46. Weighted Support Vector Machine Classification by using Confidence Parameters for Unbalanced Sampling Target Data Sets 346M. Premalatha and C. Vijayalakshmi47. Regional Stores Products Recommender Using Attention-Based Long-Term Short-Term Memory 352P. N. Karthikayan, Lijetha C. Jaffrin, R. Saravana Perumal, Bhavishya P., and Yugandhar Surya48. Single Product Inventory System Serving Israeli Queued Customers with Batch Service and Instantaneous Replenishment Policy 362T. Karthikeyan, J. Viswanath, C. T. Dora Pravina and J. Vijayarangam49. Solving Assignment Problem and Game Theory Using Graph Theory 370N. Kalaivani and E. Mona Visalakshidevi50. Real Time Video Instance Segmentation Using Mask RCNN 377R. Hariharan, M. Dhilsath Fathima, B. Prakash, S. Abi Sundar, E. Punith, and M. Mohammed Muzameel Hussain51. Ingenious Concepts of Machine Learning Towards Furtherance 385Bhavani M and M. Durgadevi52. Converter with Analog MPPT for a Photovoltaic Water Pumping System: High Efficiency and Low Cost 392K. Prabu, S. Irudayaraj and P. Chandrasekar53. Prediction of Pediatric Cardiomyopathy Genes Associations Using N2V- LSTM 402K Jayanthi*, C. Mahesh, D Sugumaran and S. Sithsabesan54. Video Surveillance for Intruder Detection and Tracking 409Vijayakumar R., Vijay K., S. Muruganandam, S. Ravikumar and Kirubasri G.55. Dynamic Request Redirection and Workload Balancing of Cloud in Business Applications 416Vijay K. and K. Jayashree56. Deep Dive on Oversampling and Under Sampling Techniques in Machine Learning 423Vijay K., Manikandan J., Babu Rajendiran, Sowmia K. R., and Eugene Berna I.57. Water Qulaity Monitoring and Notification System Based on Arduino, MATLAB and Visualization Techniques 431Ravikumar S., Vijay K., Bhuvaneswaran B., Babu Rajendiran and Vidhya S.58. Computational Drug Discovery Using QSAR Modeling 438Deepa J., R. Naveen, Kambam Aneka, J. Velmurugan, Uma Rani V. and Merry Ida59. Biomedical Image Segmentation Using Enhanced U-NET 446Hariharan R, Mohan R, Krunal Randive, Toonesan T. A. and Abi Sundar S.60. A Survey of Relevance Prediction Based Focused Web Crawlers on the Web 455Sakunthala Prabha K. S. and Mahesh C.61. IndexedByText 462Arthi A., Mahesh, Abu M., Muthuraj M. and Sanjay Gnanam U.62. IOT Based Non Invasive Blood Glucose Level Monitoring 471Vidhya S., Swetha S., Pradeep R., Vijay K. and Sowmia K. R.63. Bio Bank–An Innovation Authentication System for B2B Transaction 477S. Vidhya, S. Amudha and S. Ravi kumar64. A Cloud Based Healthcare Data Storage System Using Encryption Algorithm 486M. Jaeyalakshmi, Vijay K., Jayashree K. and Priya Vijay65. Deduplication in Cloud Computing for Heterogeneous Data Storage Management 492Vijay K., Pradeep R., Sorna Shanthi D., Sowmia K. R., and Eugene Berna I.66. Application of Neutrosophic Network Using Efficient Domination 499J.Senbagamalar, A. Meenakshi, T. Kujani and A. Kanchana67. A Comparative Study of CPM Analysis in the Fuzzy and Neutrosophic Environment 507T. Nagalakshmi and J. Shivangi Mishra68. Secret Sharing of Information using First Order ODE and Variable Separable Method 515Nagadevi Bala Nagaram, Kala Raja Mohan, Sathish Kumar Kumaravel and Suresh Rasappan69. A Cryptographic Technique Using Conformal Mapping 519Kala Raja Mohan, Nagadevi Bala Nagaram, Regan Murugesan and Suresh Rasappan70. Average Resolving Number of a Fuzzy Graph and its Application in Network Theory 524R. Shanmugapriya, M. Vasuki and P. K. Hemalatha