Soft Computing Systems: Second International Conference, ICSCS 2018, Kollam, India, April 19–20, 2018, Revised Selected Papers

Description

This book (CCIS 837) constitutes the refereed proceedings of the Second International Conference on Soft Computing Systems, ICSCS 2018, held in Sasthamcotta, India, in April 2018. The 87 full papers were carefully reviewed and selected from 439 submissions. The papers are organized in topical sections on soft computing, evolutionary algorithms, image processing, deep learning, artificial intelligence, big data analytics, data minimg, machine learning, VLSI, cloud computing, network communication, power electronics, green energy. Front Matter ....Pages I-XX Front Matter ....Pages 1-1 Genic Disorder Identification and Protein Analysis Using Soft Computing Methods (J. Briso Becky Bell, S. Maria Celestin Vigila)....Pages 3-13 A Weight Based Approach for Emotion Recognition from Speech: An Analysis Using South Indian Languages (S. S. Poorna, K. Anuraj, G. J. Nair)....Pages 14-24 Analysis of Scheduling Algorithms in Hadoop (Juliet A. Murali, T. Brindha)....Pages 25-34 Personalized Recommendation Techniques in Social Tagging Systems (Priyanka Radja)....Pages 35-45 Hybrid Crow Search-Ant Colony Optimization Algorithm for Capacitated Vehicle Routing Problem (K. M. Dhanya, Selvadurai Kanmani, G. Hanitha, S. Abirami)....Pages 46-52 Smart Transportation for Smart Cities (Rohan Rajendra Patil, Vikas N. Honmane)....Pages 53-61 A SEU Hardened Dual Dynamic Node Pulsed Hybrid Flip-Flop with an Embedded Logic Module (Rohan S. Adapur, S. Satheesh Kumar)....Pages 62-68 Soft Computing and Face Recognition: A Survey (J. Anil, Padma Suresh Lekshmi Kanthan, S. H. Krishna Veni)....Pages 69-79 Development of Autonomous Quadcopter for Farmland Surveillance (Ramaraj Kowsalya, Parthasarathy Eswaran)....Pages 80-87 Front Matter ....Pages 89-89 Performance Evaluation of Crow Search Algorithm on Capacitated Vehicle Routing Problem (K. M. Dhanya, S. Kanmani)....Pages 91-98 Ultrasonic Signal Modelling and Parameter Estimation: A Comparative Study Using Optimization Algorithms (K. Anuraj, S. S. Poorna, C. Saikumar)....Pages 99-107 Front Matter ....Pages 109-109 A Histogram Based Watermarking for Videos and Images with High Security (P. Afeefa, Ihsana Muhammed)....Pages 111-115 Enhanced Empirical Wavelet Transform for Denoising of Fundus Images (C. Amala Nair, R. Lavanya)....Pages 116-124 Kernelised Clustering Algorithms Fused with Firefly and Fuzzy Firefly Algorithms for Image Segmentation (Anurag Pant, Sai Srujan Chinta, Balakrushna Tripathy)....Pages 125-132 Performance Analysis of Wavelet Transform Based Copy Move Forgery Detection (C. V. Melvi, C. Sathish Kumar, A. J. Saji, Jobin Varghese)....Pages 133-140 High Resolution 3D Image in Marine Exploration Using Neural Networks - A Survey (R. Dorothy, T. Sasilatha)....Pages 141-146 Ship Intrusion Detection System - A Review of the State of the Art (K. R. Anupriya, T. Sasilatha)....Pages 147-154 Novel Work of Diagnosis of Liver Cancer Using Tree Classifier on Liver Cancer Dataset (BUPA Liver Disorder) (Manish Tiwari, Prasun Chakrabarti, Tulika Chakrabarti)....Pages 155-160 Performance Analysis and Error Evaluation Towards the Liver Cancer Diagnosis Using Lazy Classifiers for ILPD (Manish Tiwari, Prasun Chakrabarti, Tulika Chakrabarti)....Pages 161-168 Exploring Structure Oriented Feature Tag Weighting Algorithm for Web Documents Identification (Karunendra Verma, Prateek Srivastava, Prasun Chakrabarti)....Pages 169-180 MQMS - An Improved Priority Scheduling Model for Body Area Network Enabled M-Health Data Transfer (V. K. Minimol, R. S. Shaji)....Pages 181-192 Data Compression Using Content Addressable Memories (Ashwin Santhosh, Harish Kittur Malikarjun)....Pages 193-199 Heart Block Recognition Using Image Processing and Back Propagation Neural Networks (P. Asha, B. Sravani, P. SatyaPriya)....Pages 200-210 Design and Development of Laplacian Pyramid Combined with Bilateral Filtering Based Image Denoising (P. Karthikeyan, S. Vasuki, K. Karthik, M. Sakthivel)....Pages 211-221 Front Matter ....Pages 223-223 Diabetes Detection Using Deep Neural Network (Saumendra Kumar Mohapatra, Susmita Nanda, Mihir Narayan Mohanty)....Pages 225-231 Multi-label Classification of Big NCDC Weather Data Using Deep Learning Model ( Doreswamy, Ibrahim Gad, B. R. Manjunatha)....Pages 232-241 Object Recognition Through Smartphone Using Deep Learning Techniques (Kiran Kamble, Hrishikesh Kulkarni, Jaydeep Patil, Saurabh Sukhatankar)....Pages 242-249 Front Matter ....Pages 251-251 Hot Spot Identification Using Kernel Density Estimation for Serial Crime Detection (S. Sivaranjani, M. Aasha, S. Sivakumari)....Pages 253-265 Automated Seed Points and Texture Based Back Propagation Neural Networks for Segmentation of Medical Images (Z. Faizal Khan)....Pages 266-273 ALICE: A Natural Language Question Answering System Using Dynamic Attention and Memory (Tushar Prakash, Bala Krushna Tripathy, K. Sharmila Banu)....Pages 274-282 An Improved Differential Neural Computer Model Using Multiplicative LSTM (Khushmeet S. Shergill, K. Sharmila Banu, B. K. Tripathy)....Pages 283-290 Abnormal Activity Recognition Using Saliency and Spatio-Temporal Interest Point Detector (Smriti H. Bhandari, Navnee S. Babar)....Pages 291-301 An Improved ALS Recommendation Model Based on Apache Spark (Mohammed Fadhel Aljunid, D. H. Manjaiah)....Pages 302-311 Front Matter ....Pages 313-313 Privacy Preserving and Auto Regeneration of Data in Cloud Servers Using Seed Block Algorithm (Aansu Nirupama Jacob, B. Radhakrishnan, S. Deepa Rajan, Padma Suresh Lekshmi Kanthan)....Pages 315-325 Secure Data Deduplication and Efficient Storage Utilization in Cloud Servers Using Encryption, Compression and Integrity Auditing (Arya S. Nair, B. Radhakrishnan, R. P. Jayakrishnan, Padma Suresh Lekshmi Kanthan)....Pages 326-334 Secure Data Sharing in Multiple Cloud Servers Using Forward and Backward Secrecy (L. Gopika, V. K. Kavitha, B. Radhakrishnan, Padma Suresh Lekshmi Kanthan)....Pages 335-342 Privacy Preserving in Audit Free Cloud Storage by Deniable Encryption (L. Nayana, P. G. Raji, B. Radhakrishnan, Padma Suresh Lekshmi Kanthan)....Pages 343-351 Front Matter ....Pages 353-353 Cyclic Shuffled Frog Leaping Algorithm Inspired Data Clustering (Veni Devi Gopal, Angelina Geetha)....Pages 355-363 Performance Analysis of Clustering Algorithm in Data Mining in R Language (Avulapalli Jayaram Reddy, Balakrushna Tripathy, Seema Nimje, Gopalam Sree Ganga, Kamireddy Varnasree)....Pages 364-372 Efficient Mining of Positive and Negative Itemsets Using K-Means Clustering to Access the Risk of Cancer Patients (Pandian Asha, J. Albert Mayan, Aroul Canessane)....Pages 373-382 Front Matter ....Pages 383-383 Forecasting of Stock Market by Combining Machine Learning and Big Data Analytics (J. L. Joneston Dhas, S. Maria Celestin Vigila, C. Ezhil Star)....Pages 385-395 Implementation of SRRT in Four Wheeled Mobile Robot (K. R. Jayasree, A. Vivek, P. R. Jayasree)....Pages 396-408 Personality-Based User Similarity List and Reranking for Tag Recommendation in Social Tagging Systems (Priyanka Radja)....Pages 409-415 A \( 21{\text{nV}}/\sqrt {Hz} \) 73 dB Folded Cascode OTA for Electroencephalograph Activity (Sarin Vijay Mythry, D. Jackuline Moni)....Pages 416-424 House Price Prediction Using Machine Learning Algorithms (Naalla Vineeth, Maturi Ayyappa, B. Bharathi)....Pages 425-433 Content-Based Image Retrieval Using FAST Machine Learning Approach in Cloud Computing (N. Sharmi, P. Mohamed Shameem, R. Parvathy)....Pages 434-444 Panoramic Surveillance Using a Stitched Image Sequence (Chakravartula Raghavachari, G. A. Shanmugha Sundaram)....Pages 445-452 Epileptic Seizure Prediction Using Weighted Visibility Graph (T. Ebenezer Rajadurai, C. Valliyammai)....Pages 453-461 Comprehensive Behaviour of Malware Detection Using the Machine Learning Classifier (P. Asha, T. Lahari, B. Kavya)....Pages 462-469 Front Matter ....Pages 471-471 Impact of VLSI Design Techniques on Implementation of Parallel Prefix Adders (Kunjan D. Shinde, K. Amit Kumar, C. N. Shilpa)....Pages 473-482 VLSI Implementation of FIR Filter Using Different Addition and Multiplication Techniques (N. Udaya Kumar, U. Subbalakshmi, B. Surya Priya, K. Bala Sindhuri)....Pages 483-490 FPGA Performance Optimization Plan for High Power Conversion (P. Muthukumar, Padma Suresh Lekshmi Kanthan, T. Baldwin Immanuel, K. Eswaramoorthy)....Pages 491-502 Front Matter ....Pages 503-503 An Efficient Stream Cipher Based Secure and Dynamic Updation Method for Cloud Data Centre (Dharavath Ramesh, Rahul Mishra, Amitesh Kumar Pandit)....Pages 505-516 A Secure Cloud Data Sharing Scheme for Dynamic Groups with Revocation Mechanism (Anusree Radhakrishnan, Minu Lalitha Madha)....Pages 517-525 Recovery of Altered Records in Cloud Storage Utilizing Seed Block Strategy (Radhakrishnan Parvathy, P. Mohamed Shameem, N. Revathy)....Pages 526-537 Front Matter ....Pages 539-539 Discrete Time vs Agent Based Techniques for Finding Optimal Radar Scan Rate - A Comparative Analysis (Ravindra V. Joshi, N. Chandrashekhar)....Pages 541-547 Privacy Preserving Schemes for Secure Interactions in Online Social Networks (Devakunchari Ramalingam, Valliyammai Chinnaiah, Abirami Jeyagobi)....Pages 548-557 Design and Parameters Measurement of Tin-Can Antenna Using Software Defined Radio (R. Gandhiraj, K. P. Soman, Katkuri Sukesh, K. V. S. Kashyap, Karanki Yaswanth, Kolla Haswanth)....Pages 558-568 Clustered Heed Based Cross Layer Routing Scheme for Performance Enhancement of Cognitive Radio Sensor Networks (S. Janani, M. Ramaswamy, J. Samuel Manoharan)....Pages 569-583 Survey on Multiprocessor System on Chip with Propagation Antennas for Marine Applications (A. Benjamin Franklin, T. Sasilatha)....Pages 584-592 PRLE Based T – OCI Crossbar for On-Chip Communication (Ashly Thomas, Sukanya Sundresh)....Pages 593-601 A Novel Approach to Design Braun Array Multiplier Using Parallel Prefix Adders for Parallel Processing Architectures (Kunjan D. Shinde, K. Amit Kumar, D. S. Rashmi, R. Sadiya Rukhsar, H. R. Shilpa, C. R. Vidyashree)....Pages 602-614 An Avaricious Microwave Fiber-Optic Link with Hopped-up Bandwidth Proficiency and Jitter Cancelling Subsisting Intensity and Phase Modulation Along with Indirect Detection (Archa Chandrasenan, Joseph Zacharias)....Pages 615-622 Front Matter ....Pages 623-623 A Probabilistic Modeling Strategy for Wind Power and System Demand (A. Y. Abdelaziz, M. M. Othman, M. Ezzat, A. M. Mahmoud, Neeraj Kanwar)....Pages 625-640 Performance Analysis of High Sensitive Microcantilever for Temperature Sensing (Balasoundirame Priyadarisshini, Dhanabalan Sindhanaiselvi, Thangavelu Shanmuganantham)....Pages 641-648 SOS Algorithm Tuned PID/FuzzyPID Controller for Load Frequency Control with SMES (Priyambada Satapathy, Manoj Kumar Debnath, Sankalpa Bohidar, Pradeep Kumar Mohanty)....Pages 649-657 Location of Fault in a Transmission Line Using Travelling Wave (Basanta K. Panigrahi, Riti Parbani Nanda, Ritu Singh, P. K. Rout)....Pages 658-666 An Efficient Torque Ripple Reduction in Induction Motor Using Model Predictive Control Method (T. Dhanusha, Gayathri Vijayachandran)....Pages 667-675 Modeling of an Automotive Grade LIDAR Sensor (Jihas Khan, Jayakrishna Raj, R. Pradeep)....Pages 676-686 A Solar Photovoltaic System by Using Buck Boost Integrated Z-Source Quasi Seven Level Cascaded H-Bridge Inverter for Grid Connection (R. Rahul, A. Vivek, Prathibha S. Babu)....Pages 687-697 Modified Dickson Charge Pump and Control Algorithms for a Solar Powered Induction Motor with Open End Windings (Riya Anna Thomas, N. Reema)....Pages 698-706 The Torque and Current Ripple Minimization of BLDC Motor Using Novel Phase Voltage Method for High Speed Applications (Meera Murali, P. K. Sreekanth)....Pages 707-714 Analysis of Switching Faults in DFIG Based Wind Turbine (Surya S. Kumar, N. Reema)....Pages 715-724 A Novel Self Correction Torque and Commutation Ripples Reduction in BLDC Motor (Megha S. Pillai, K. Vijina)....Pages 725-733 Reduction of Torque Ripples in PMSM Using a Proportional Resonant Controller Based Field Oriented Control (P. S. Bijimol, F. Sheleel)....Pages 734-742 Comparative Study of Different Materials on Performance of Chevron Shaped Bent-Beam Thermal Actuator (T. Aravind, R. Ramesh, S. Praveen Kumar, S. Ramya)....Pages 743-751 Investigation on Four Quadrant Operation of BLDC MOTOR Using Spartan-6 FPGA (C. Gnanavel, T. Baldwin Immanuel, P. Muthukumar, Padma Suresh Lekshmi Kanthan)....Pages 752-763 Modeling of Brushless DC Motor Using Adaptive Control (N. Veeramuthulingam, A. Ezhilarasi, M. Ramaswamy, P. Muthukumar)....Pages 764-775 Power Converter Interfaces for Wind Energy Systems - A Review (R. Boopathi, R. Jayanthi)....Pages 776-788 Salp Swarm Optimized Multistage PDF Plus (1+PI) Controller in AGC of Multi Source Based Nonlinear Power System (Prakash Chandra Sahu, Ramesh Chandra Prusty, Sidhartha Panda)....Pages 789-800 Bridgeless Canonical Switching Cell (CSC) Converter Fed Switched Reluctance Motor Drive for Enhancing the PQ Correction (Najma Habeeb, Juna John Daniel)....Pages 801-808 Modeling and Simulation of Cantilever Based RF MEMS Switch (Raji George, C. R. Suthikshn Kumar, Shashikala A. Gangal)....Pages 809-816 Stability Study of Integrated Microgrid System (B. V. Suryakiran, Vinit kumar Singh, Ashu Verma, T. S. Bhatti)....Pages 817-825 A High Speed Two Step Flash ADC (K. Lokesh Krishna, Yahya Mohammed Ali Al-Naamani, K. Anuradha)....Pages 826-836 Design and Implementation of Whale Optimization Algorithm Based PIDF Controller for AGC Problem in Unified System (Priyambada Satapathy, Sakti Prasad Mishra, Binod Kumar Sahu, Manoj Kumar Debnath, Pradeep Kumar Mohanty)....Pages 837-846 PMSM Control by Deadbeat Predictive Current Control (R. Reshma, J. Vishnu)....Pages 847-854 Front Matter ....Pages 855-855 Improving the Performance of Sigmoid Kernels in Multiclass SVM Using Optimization Techniques for Agricultural Fertilizer Recommendation System (M. S. Suchithra, Maya L. Pai)....Pages 857-868 Back Matter ....Pages 869-871