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

Description

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 topics, like technologies, product implementation, and application issues. Front Matter ....Pages i-xxii A Graphical Computational Tool for Computerized Ventricular Extraction in Magnetic Resonance Cardiac Imaging (Ayush Goyal, Disha Bathla, Sai Durga Prasad Matla Leela Venkata Manikanta, Gahangir Hossain, Rajab Challoo, Ashwani K. Dubey et al.)....Pages 1-11 Speckle Noise Suppression in Ultrasound Images by Using an Improved Non-local Mean Filter (Aditi Gupta, Vikrant Bhateja, Avantika Srivastava, Ananya Gupta, Suresh Chandra Satapathy)....Pages 13-19 Internet of Things: Illuminating and Study of Protection and Justifying Potential Countermeasures (Nitesh Chouhan, Hemant Kumar Saini, S. C. Jain)....Pages 21-27 GA-Based Feature Selection for Squid’s Classification (K. Himabindu, S. Jyothi, D. M. Mamatha)....Pages 29-36 Enabling Cognitive Predictive Maintenance Using Machine Learning: Approaches and Design Methodologies (Vijayaramaraju Poosapati, Vedavathi Katneni, Vijaya Killu Manda, T. L. V. Ramesh)....Pages 37-45 Agricultural Monitoring and Controlling System Using Wireless Sensor Network (Karthik Chunduri, R. Menaka)....Pages 47-56 A Modified Firefly Swarm Optimization Technique to Improve the Efficiency of Underwater Wireless Sensor Networks (A. M. Viswa Bharathy, V. Chandrasekar, D. Sujatha)....Pages 57-66 Using Hierarchies in Online Social Networks to Determine Link Prediction (Ravinder Ahuja, Vipul Singhal, Alisha Banga)....Pages 67-76 Data Analysis, Visualization, and Leak Size Modeling for Water Distribution Network (Shikha Pranesh Gupta, Umesh Kumar Pandey)....Pages 77-83 Context-Sensitive Thresholding Technique Using ABC for Aerial Images ( Kirti, Anshu Singla)....Pages 85-93 Vision-Based Inceptive Integration for Robotic Control (Asif Khan, Jian-Ping Li, Asad Malik, M. Yusuf Khan)....Pages 95-105 A Study on Convolutional Neural Networks with Active Video Tubelets for Object Detection and Classification (R. Rajkumar, J. Arunnehru)....Pages 107-115 Cloud-Enabled WBANs for Ubiquitous Healthcare Applications: Data Collection and Privacy Preserving Approach (K. Praveen Kumar, Makula Vani, G. Shankar Lingam)....Pages 117-128 Reconstruction of Gene Regulatory Network Using Recurrent Neural Network Model: A Harmony Search Approach (Biswajit Jana, Suman Mitra, Sriyankar Acharyaa)....Pages 129-138 New Gossiping Protocol for Routing Data in Sensor Networks for Precision Agriculture (K. Sneha, Radhika Kamath, Mamatha Balachandra, Srikanth Prabhu)....Pages 139-152 Factual Instance Tweet Summarization and Opinion Analysis of Sport Competition (N. Vijay Kumar, M. Janga Reddy)....Pages 153-162 A New Bat Algorithm with Distance Computation Capability and Its Applicability in Routing for WSN (Shabnam Sharma, Sahil Verma, Kiran Jyoti)....Pages 163-171 Optimizing Network QoS Using Multichannel Lifetime Aware Aggregation-Based Routing Protocol (Uma K. Thakur, C. G. Dethe)....Pages 173-179 Soft-Computing Techniques for Voltage Regulation of Grid-Tied Novel PV Inverter at Different Case Scenarios (T. Lova Lakshmi, M. Gopichand Naik)....Pages 181-190 Deep Sentiments Extraction for Consumer Products Using NLP-Based Technique (Mandhula Trupthi, Suresh Pabboju, Narsimha Gugulotu)....Pages 191-201 Music Generation Using Deep Learning (Aishwarya Bhave, Mayank Sharma, Rekh Ram Janghel)....Pages 203-211 An Implementation of Malaria Detection Using Regional Descriptor and PSO-SVM Classifier (Dhanshree Dawale, Trupti Baraskar)....Pages 213-222 Interactive Print Media Using Augmented Reality (Winston Fernandes, Thelma Gomes, Ashley Fernandes, Sweedle Mascarnes, Dakshata Panchal)....Pages 223-232 Effects of Different Queueing Models on Migration of Virtual Machines (Surabhi Sachdeva, Neeraj Gupta)....Pages 233-241 A Deep Learning-Inspired Method for Social Media Satire Detection (Sayandip Dutta, Anit Chakraborty)....Pages 243-251 Medical Diagnosis of Ailments Through Supervised Learning Techniques on Sounds of the Heart and Lungs (Shantanu Patil, Abha Saxena, Tarun Talreja, Vidushi Bhatti)....Pages 253-262 Fleet Management and Vehicle Routing in Real Time Using Parallel Computing Algorithms (A. Mummoorthy, R. Mohanasundaram, Shubham Saraff, R. Arun)....Pages 263-270 Automated Bug Reporting System with Keyword-Driven Framework ( Palvika, Shatakshi, Yashika Sharma, Arvind Dagur, Rahul Chaturvedi)....Pages 271-277 Urban Bus Arrival Time Prediction Using Linear Regression and Kalman Filter—A Comparison (Neeraj Ramkumar, Archana Chaudhari)....Pages 279-287 Spark Streaming for Predictive Business Intelligence (M. V. Kamal, P. Dileep, D. Vasumati)....Pages 289-298 Memory Allocator for SMP and NUMA-Based Soft Real-Time Operating System Using MemSimRT (Vatsalkumar Shah, Apurva Shah)....Pages 299-307 Comparative Study of AODV And OLSR Routing Protocols (Meenal Jain, Manoj Kumar Pal)....Pages 309-317 Analysis of MRI-Based Brain Tumor Detection Using RFCM Clustering and SVM Classifier (Venkateswara Reddy Eluri, Ch. Ramesh, Siva Naga Dhipti, D. Sujatha)....Pages 319-326 Image Retargeting Using Dynamic Load Balancing-Based Parallel Architecture (Ganesh V. Patil, Santosh L. Deshpande)....Pages 327-335 Exploring the Nexus Between Mobile Phone Penetration and Economic Growth in 13 Asian Countries: Evidence from Panel Cointegration Analysis (Ujjal Protim Dutta, Abhishek Gupta, Partha Pratim Sengupta)....Pages 337-346 Subjective Answer Grader System Based on Machine Learning (Avani Sakhapara, Dipti Pawade, Bhakti Chaudhari, Rishabh Gada, Aakash Mishra, Shweta Bhanushali)....Pages 347-355 Lesion Classification Using Convolutional Neural Network (Mayank Sharma, Aishwarya Bhave)....Pages 357-365 ‘Learning to Rank’ Text Search Engine Platform for Internal Wikis (Nilesh Sah, Harika Raju)....Pages 367-376 Energy-Efficient Routing Protocols for Wireless Sensor Networks (Ch. Usha Kumari, Tatiparti Padma)....Pages 377-384 LSTM Based Paraphrase Identification Using Combined Word Embedding Features (D. Aravinda Reddy, M. Anand Kumar, K. P. Soman)....Pages 385-394 A Distributed Support Vector Machine Using Apache Spark for Semi-supervised Classification with Data Augmentation (S. S. Blessy Trencia Lincy, Suresh Kumar Nagarajan)....Pages 395-405 An Extensive Review on Various Fundus Databases Use for Development of Computer-Aided Diabetic Retinopathy Screening Tool (Kalyan Acharjya, Girija Shankar Sahoo, Sudhir Kr. Sharma)....Pages 407-418 Estimation of Skew Angle from Trilingual Handwritten Documents at Word Level: An Approach Based on Region Props (M. Ravikumar, B. J. Shivaprasad, G. Shivakumar, P. G. Rachana)....Pages 419-426 FPGA Implementation of Coding for Minimizing Delay and Power in SOC Interconnects (N. Chintaiah, G. Umamaheswara Reddy)....Pages 427-435 Instrumentation for Measurement of Geotechnical Parameters for Landslide Prediction Using Wireless Sensor Networks (Mohammed Moyed Ahmed, Gorre Narsimhulu, D. Sreenivasa Rao)....Pages 437-445 Improving Diagnostic Test Coverage from Detection Test Set for Logic Circuits (Bommidi Madhan, J. P. Anita)....Pages 447-452 Design and Modelling of Different Types of SRAMs for Low-Power Applications (V. Vijayalakshmi, B. Mohan Kumar Naik)....Pages 453-462 Analysis of Coding Unit Size and Coding Depth for Class A Sequence in HEVC (Shruti D. Sawant, Shilpa P. Metkar)....Pages 463-470 A Novel Approach of Low Power, Less Area, and Economic Integrated Circuits (Sanjeeda Syed, R. Thriveni, Pattan Vaseem Ali Khan)....Pages 471-483 Design and Implementation of Car for Smart Cities—Intelligent Car Prototype (Anita Chaudhari, Dhvani Shah, Kiran Mungekar, Vidhan Wani)....Pages 485-494 Security Systems in Design for Testing (M. I. Shiny, R. Reshma, Shine Ross, Siji John, R. Sreevidya, Sumana Moothedeth)....Pages 495-503 Design of an Area-Efficient FinFET-Based Approximate Multiplier in 32-nm Technology for Low-Power Application (V. M. Senthil Kumar, S. Ravindrakumar)....Pages 505-513 Adaptive Noise Cancellation Using NLMS Algorithm (R. Rashmi, Shweta Jagtap)....Pages 515-525 Optimizing MPLS Tunnel Creation Performance by Using SDN (Snehal Patil, Mansi S. Subhedar)....Pages 527-536 Dictionary Learning-Based MR Image Reconstruction in the Presence of Speckle Noise: Greedy Versus Convex (M. V. R. Manimala, C. Dhanunjaya Naidu, M. N. Giri Prasad)....Pages 537-546 Towards Improving the Intelligibility of Dysarthric Speech (Arpan Roy, Lakshya Thakur, Garima Vyas, Gaurav Raj)....Pages 547-559 Modified Adaptive Beamforming Algorithms for 4G-LTE Smart-Phones (Veerendra Dakulagi, Ambika Noubade, Aishwarya Agasgere, Pradeep Doddi, Kownain Fatima)....Pages 561-568 Occluded Ear Recognition Using Block-Based PCA (V. Ratna Kumari, P. Rajesh Kumar, S. Srinivasa Kumar)....Pages 569-577 Fractal-Shaped DGS and Its Sensitivity Analysis with Microstrip Patch Antenna for 2.4 GHz WLAN Applications (Smeeta Hota, Guru Prasad Mishra, Biswa Binayak Mangaraj)....Pages 579-588 A Novel Adaptive Beamforming Algorithm for Smart Antennas (Ramakrishna Yarlagadda, V. Ratna Kumari, Venkata Subbaiah Potluri)....Pages 589-597 Fruit Detection from Images and Displaying Its Nutrition Value Using Deep Alex Network (B. Divya Shree, R. Brunda, N. Shobha Rani)....Pages 599-608 Modelling and Analysis of Volatility in Time Series Data (Siddarth Somarajan, Monica Shankar, Tanmay Sharma, R. Jeyanthi)....Pages 609-618 Principal Component Analysis Based Data Reconciliation for a Steam Metering Circuit (C. Reddy Varshith, J. Reddy Rishika, S. Ganesh, R. Jeyanthi)....Pages 619-626 Design of FIR Filter Architecture for Fixed and Reconfigurable Applications Using Highly Efficient Carry Select Adder (Shaurav Shah, Swaminadhan Rajula)....Pages 627-637 Obstacle Detection and Distance Estimation for Autonomous Electric Vehicle Using Stereo Vision and DNN (Sarma Emani, K. P. Soman, V. V. Sajith Variyar, S. Adarsh)....Pages 639-648 Basic Framework of Vocoders for Speech Processing (R. Chinna Rao, D. Elizabath Rani, S. Srinivasa Rao)....Pages 649-657 Vein Detection System Using Quad-Core ARM Processor and Near-Infrared Light (Aashay Mhaske, Siddhant Doshi, Pranjal Chopade, Vibha Vyas)....Pages 659-669 Hardware Trojan Detection Using Deep Learning Technique (K. Reshma, M. Priyatharishini, M. Nirmala Devi)....Pages 671-680 Design of Parallel Coupled Line Band-Pass Filter Using DGS for WiMAX Applications (Karunesh Srivastava, Rajeev Singh)....Pages 681-691 LSTM- and GRU-Based Time Series Models for Market Clearing Price Forecasting of Indian Deregulated Electricity Markets (Ashish Ubrani, Simran Motwani)....Pages 693-700 MRI Brain Tumor Segmentation Using Automatic 3D Blob Method (B. Jyothi)....Pages 701-708 Reconfigured VLSI Architecture for Discrete Wavelet Transform (Pramod Naik, Hansraj Guhilot, Arun Tigadi, Prakash Ganesh)....Pages 709-720 Design and Analysis of Universal-Filtered Multi-carrier (UFMC) Waveform for 5G Cellular Communications Using Kaiser Filter (Ravi Sekhar Yarrabothu, Narmada Kanchukommula, Usha Rani Nelakuditi)....Pages 721-730 Dynamic Spectrum Allocation and RF Energy Harvesting in Cognitive Radio Network (Pallavi Shetkar, Sushil Ronghe)....Pages 731-739 A Study on Image Segmentation in Curvelet Domain Using Snakes and Fractals for Cancer Detection in Mammograms (R. Roopa Chandrika, S. Karthik, N. Karthikeyan)....Pages 741-749 Key Frame Extraction Using Rough Set Theory for Video Retrieval (G. S. Naveen Kumar, V. S. K. Reddy)....Pages 751-757 Information Retrieval Using Image Attribute Possessions (D. Saravanan)....Pages 759-767 Blind DCT-CS Watermarking System Using Subsampling (S. M. Renuka Devi, D. Susmitha)....Pages 769-779 Back Matter ....Pages 781-783