Front Matter ....Pages i-xvi
Scene Character Recognition with Morphological Filtering and HOG Features (Payel Sengupta, Ayatullah Faruk Mollah)....Pages 1-9
Rice Disease Detection and Monitoring Using CNN and Naive Bayes Classification (Debaniranjan Mohapatra, Jogeswar Tripathy, Tapas Kumar Patra)....Pages 11-29
Air Quality Prediction Using Artificial Neural Network (Limali Sahoo, Bani Bhusan Praharaj, Manoj Kumar Sahoo)....Pages 31-37
Numerical Study on Second-Grade Fluid Flow Problems Using Analysis of Fractional Derivatives Under Fuzzy Environment (Gourangajit Borah, Palash Dutta, G. C. Hazarika)....Pages 39-57
Crime Rate Prediction Using Machine Learning and Data Mining (Sakib Mahmud, Musfika Nuha, Abdus Sattar)....Pages 59-69
A Case Study and Fraud Rate Prediction in e-Banking Systems Using Machine Learning and Data Mining (Musfika Nuha, Sakib Mahmud, Abdus Sattar)....Pages 71-83
Novel User Preference Recommender System Based on Twitter Profile Analysis (Narasimha Rao Vajjhala, Sandip Rakshit, Michael Oshogbunu, Shafiu Salisu)....Pages 85-93
Cycloconverter Fed Capacitor Start Capacitor Run Induction Motor Drive: Simulation Analysis (Pragada Niharika, Vinnakota Vineetha, K. Durgendra Kumar)....Pages 95-101
Control Scheme to Minimize Torque Ripple of SRM (M. Venkatesh, Vijayasri Varshikha Joshi, K. L. Mounika, B. Veeranarayana)....Pages 103-109
Simulation and Analysis of Seven-Level Voltage Source Inverter (L. Sri Hansitha Priya, K. Rajesh, U. Satya Sai Polaraju, N. Rajesh)....Pages 111-120
Study of Protection, Fault and Condition Monitoring of Induction Motor (Ch. Seshu Mohan, E. V. Madhav Kumar, K. Harikrishna, Petta Sridhar)....Pages 121-130
Analysis of Inverter Topologies and Controller Schemes in Grid-Connected Photovoltaic Module (Dammala Naveena, A. S. S. V. Lakshmi, S. Reddy Ramesh)....Pages 131-137
Aerodynamic Modelling and Analysis of Wind Turbine (K. Giridhar, S. J. Venkata Aravind, Sana Vani)....Pages 139-145
Suicidal Intent Prediction Using Natural Language Processing (Bag of Words) Approach (Ononuju Adaihuoma Chidinma, Samarjeet Borah, Ranjit Panigrahi)....Pages 147-153
Analyzing Performance of Virtualization and Green Computation Applying Firefly Approach (Jyoti Prakash Mishra, Zdzislaw Polkowski, Sambit Kumar Mishra)....Pages 155-163
Model-Order Reduction and Reduced Controller Design Using Routh Approximation and Factor Division Method (Karri Sudheswari, Rayadu Veera Ganesh, Ch. Manoj, Adireddy Ramesh, K. Manoz Kumar Reddy)....Pages 165-170
Community Detection in a Patient-Centric Social Network (Swarupananda Bissoyi, Manas Ranjan Patra)....Pages 171-182
Performance Analysis of Single-Phase VSI Using Variable and Multi-pulse-Width Modulation Techniques (Kurumalla Saithulasi, Panniru Raj kumar, Koppisetti Chandra Mukesh kumar, K. RamBabu)....Pages 183-193
Design of Power Conditioning Unit for Wind Energy Conversion System Using Resonant Converter (K. Ganesh Sai Reddy, K. Sai Babu, D. V. L. N. Murthy, K. Prabharani)....Pages 195-201
A Numerical Study on AtanganaโBaleanu and CaputoโFabrizio Analysis of Fractional Derivatives for the Effects of Variable Viscosity and Thermal Conductivity on an MHD Flow Over a Vertical Hot Stretching Sheet with Radiation and Viscous Dissipation (Dipen Saikia, Utpal Kumar Saha, G. C. Hazarika)....Pages 203-223
Optimization of Fuzzy Inference System Using Genetic Algorithm (Seela Naga Veerababu, Konna Roja, M. V. Kumar Reddy, K. Manoz Kumar Reddy, Adireddy Ramesh)....Pages 225-231
Representation of Moving Object in Two-Dimensional Plane Through Object Detection Using Yolov3 (Bipal Khanal, Chiranjeevi Chowdary Yanamadala, Nitesh Rai, Chinmoy Kar, Debanjan Konar)....Pages 233-243
Analysis of DDoS Attack in Cloud Infrastructure (Anurag Sharma, Ruhul Islam, Dhruba Ningombam)....Pages 245-253
Prospective SDโWAN Shift: Newfangled Indispensable Industry Driver (Sudip Sinha, Rajdeep Chowdhury, Anirban Das, Amitava Ghosh)....Pages 255-261
Comparative Analysis of Adder for Various CMOS Technologies (M Amrith Vishnu, Bansal Deepika, Garg Peeyush)....Pages 263-272
Survey on Captcha Recognition Using Deep Learning (Mohit Srivastava, Shreya Sakshi, Sanghamitra Dutta, Chitrapriya Ningthoujam)....Pages 273-282
The Sattriya Dance Ground Exercise Video Dataset for Dynamic Dance Gesture Recognition (Sumpi Saikia, Sarat Saharia)....Pages 283-294
Performance Analysis of Nearest Neighbor, K-Nearest Neighbor and Weighted K-Nearest Neighbor for the Classification of Alzheimer Disease (Olimpia Borgohain, Meghna Dasgupta, Piyush Kumar, Gitimoni Talukdar)....Pages 295-304
Divide-and-Conquer-Based Recursive Decomposition of Directed Acyclic Graph (Anushree Dutta, Nutan Thapa, Santanu Kumar Misra, Tenzing Mingyur Bhutia)....Pages 305-320
An Improved On-Policy Reinforcement Learning Algorithm (Moirangthem Tiken Singh, Aninda Chakrabarty, Bhargab Sarma, Sourav Dutta)....Pages 321-330
Data Augmentation and CNN-Based Approach Towards the Classification of Melanoma (Prem Dhar Dwivedi, Simran Sandhu, Md. Zeeshan, Pratima Sarkar)....Pages 331-340
Design and Characterization of a Multilayer 3D Reversible โFull Adder-Subtractorโ by Using Quantum Cellular Spin Technology (Rupsa Roy, Swarup Sarkar, Sourav Dhar)....Pages 341-349
A Study of Recent Security Attacks on Cognitive Radio Ad Hoc Networks (CRAHNs) (Debabrata Dansana, Prafulla Kumar Behera)....Pages 351-359
A Proficient Deep Learning Approach to Classify the Usual Military Signs by CNN with Own Dataset (Md. Ekram Hossain, Md. Musa, Nahid Kawsar Nisat, Ashraful Hossen Thusar, Zaman Hossain, Md. Sanzidul Islam)....Pages 361-369
MediNET: A Deep Learning Approach to Recognize Bangladeshi Ordinary Medicinal Plants Using CNN (Md. Rafiuzzaman Bhuiyan, Md. Abdullahil-Oaphy, Rifa Shanzida Khanam, Md. Sanzidul Islam)....Pages 371-380
A Review on Automatic Speech Emotion Recognition with an Experiment Using Multilayer Perceptron Classifier (Abdullah Al Mamun Sardar, Md. Sanzidul Islam, Touhid Bhuiyan)....Pages 381-388
Classifying the Usual Leaf Diseases of Paddy Plants in Bangladesh Using Multilayered CNN Architecture (Md. Abdullahil-Oaphy, Md. Rafiuzzaman Bhuiyan, Md. Sanzidul Islam)....Pages 389-397
Tropical Cyclones Classification from Satellite Images Using Blocked Local Binary Pattern and Histogram Analysis (Chinmoy Kar, Sreeparna Banerjee)....Pages 399-407
Predicting the Appropriate Category of Bangla and English Books for Online Book Store Using Deep Learning (Md. Majedul Islam, Sharun Akter Khushbu, Md. Sanzidul Islam)....Pages 409-421
Brazilian Forest Fire Analysis: An Unsupervised Approach (Sadia Jamal, Tanvir Hossen Bappy, A. K. M. Shahariar Azad Rabby)....Pages 423-435
Water Quality Based Zonal Classification of Rajasthan Using Clustering (Umesh Gupta, Sonal Jain, Dharmendra Kumawat)....Pages 437-448
A Meta-heuristic Optimization Algorithm for Solving Renewable Energy System (C. Shilaja)....Pages 449-459
Biomarkers for Detection of Parkinsonโs Disease Using Machine LearningโA Short Review (Moumita Pramanik, Ratika Pradhan, Parvati Nandy)....Pages 461-475
In Perspective of Combining Chaotic Particle Swarm Optimizer and Gravitational Search Algorithm Based on Optimal Power Flow in Wind Renewable Energy (C. Shilaja)....Pages 477-490
Bengali News Headline Generation on the Basis of Sequence to Sequence Learning Using Bi-Directional RNN (Abu Kaisar Mohammad Masum, Md. Majedul Islam, Sheikh Abujar, Amit Kumer Sorker, Syed Akhter Hossain)....Pages 491-501
Bengali Accent Classification from Speech Using Different Machine Learning and Deep Learning Techniques (S. M. Saiful Islam Badhon, Habibur Rahaman, Farea Rehnuma Rupon, Sheikh Abujar)....Pages 503-513
MathNET: Using CNN Bangla Handwritten Digit, Mathematical Symbols, and Trigonometric Function Recognition (Shifat Nayme Shuvo, Fuad Hasan, Mohi Uddin Ahmed, Syed Akhter Hossain, Sheikh Abujar)....Pages 515-523
A Continuous Word Segmentation of Bengali Noisy Speech (Md. Fahad hossain, Md. Mehedi Hasan, Hasmot Ali, Sheikh Abujar)....Pages 525-534
Heterogeneous IHRRN Scheduler Based on Closeness Centrality (V. Seethalakshmi, V. Govindasamy, V. Akila)....Pages 535-551
A Study on Various Machine Learning Algorithms Used for Prediction of Diabetes Mellitus (Gaurav Pradhan, Ratika Pradhan, Bidita Khandelwal)....Pages 553-561
Clustering Algorithms for MANETs: A Review on Design and Development (Sunil Pathak, Sonal Jain, Samarjeet Borah)....Pages 563-578
Exploring a Novel Strategy for Detecting Cyber-Attack by Using Soft Computing Technique: A Review (Sona D. Solanki, Jaymin Bhalani, Nazir Ahmad)....Pages 579-588
Comparison Between the Statistical Method Models for Better Time Series Sales Forecasting Model (Theviya Darshini A/P Ponniah, Sharifah Sakinah Binti Syed Ahmad, Samarjeet Borah)....Pages 589-599
Performance of Scalable Data Linked to Internet of Things: A Case Study (Jyoti Prakash Mishra, Samarjeet Borah, Sambit Kumar Mishra)....Pages 601-610
A Chaotic-Jaya Optimized OSELM Model for Cancer Classification (Prajna Paramita Debata, Puspanjali Mohapatra, Debahuti Mishra, Samarjeet Borah)....Pages 611-621
A Comprehensive Study of Contemporary IoT Technologies and Varied Machine Learning (ML) Schemes (Mahendra Prasad Nath, Sushree Bibhuprada B. Priyadarshini, Debahuti Mishra, Samarjeet Borah)....Pages 623-634
A Hybrid Strategy Based on Monitored Region Segregation for Redundant Data Minimization (HS-MRS) in Sensor Networks (Sushree Bibhuprada B. Priyadarshini, Debahuti Mishra, Samarjeet Borah)....Pages 635-642
Design and Implementation of Ploughing and Seeding of Agriculture Robot Using IOT (S. Poonguzhali, T. Gomathi)....Pages 643-650
Implementation of Branch and Bound Method for Maximizing Network Capacity of Cognitive Radio Networks (T. Gomathi, S. Poonguzhali)....Pages 651-657
Energy-Efficient Data Transmission to Detect Pest in Cauliflower Farm (J. Adeline Sneha, Chakravarthi Rekha)....Pages 659-670
Optimizing Energy Efficiency in Device-to-Device Communication Using Intelligent Algorithms (Varadala Sridhar, S. Emalda Roslin)....Pages 671-679
Discovery and Deterrence of Black Hole Attack in Clustering Ad Hoc Networks Based on Software Agents (A. Aranganathan, C. D. Suriyakala, V. Vedanarayanan)....Pages 681-689
Back Matter ....Pages 691-693