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Soft Computing Systems

Second International Conference, ICSCS 2018, Kollam, India, April 19–20, 2018, Revised Selected Papers

  • Ivan Zelinka
  • Roman Senkerik
  • Ganapati Panda
  • Padma Suresh Lekshmi Kanthan
Conference proceedings ICSCS 2018

Part of the Communications in Computer and Information Science book series (CCIS, volume 837)

Table of contents

  1. Front Matter
    Pages I-XX
    PDF

  2. Soft Computing

    1. Front Matter
      Pages 1-1
      PDF
    2. Genic Disorder Identification and Protein Analysis Using Soft Computing Methods
      J. Briso Becky Bell, S. Maria Celestin Vigila
      Pages 3-13
    3. 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
    4. Analysis of Scheduling Algorithms in Hadoop
      Juliet A. Murali, T. Brindha
      Pages 25-34
    5. Personalized Recommendation Techniques in Social Tagging Systems
      Priyanka Radja
      Pages 35-45
    6. Hybrid Crow Search-Ant Colony Optimization Algorithm for Capacitated Vehicle Routing Problem
      K. M. Dhanya, Selvadurai Kanmani, G. Hanitha, S. Abirami
      Pages 46-52
    7. Smart Transportation for Smart Cities
      Rohan Rajendra Patil, Vikas N. Honmane
      Pages 53-61
    8. A SEU Hardened Dual Dynamic Node Pulsed Hybrid Flip-Flop with an Embedded Logic Module
      Rohan S. Adapur, S. Satheesh Kumar
      Pages 62-68
    9. Soft Computing and Face Recognition: A Survey
      J. Anil, Padma Suresh Lekshmi Kanthan, S. H. Krishna Veni
      Pages 69-79
    10. Development of Autonomous Quadcopter for Farmland Surveillance
      Ramaraj Kowsalya, Parthasarathy Eswaran
      Pages 80-87

  3. Evolutionary Algorithms

    1. Front Matter
      Pages 89-89
      PDF
    2. Performance Evaluation of Crow Search Algorithm on Capacitated Vehicle Routing Problem
      K. M. Dhanya, S. Kanmani
      Pages 91-98
    3. Ultrasonic Signal Modelling and Parameter Estimation: A Comparative Study Using Optimization Algorithms
      K. Anuraj, S. S. Poorna, C. Saikumar
      Pages 99-107

  4. Image Processing

    1. Front Matter
      Pages 109-109
      PDF
    2. A Histogram Based Watermarking for Videos and Images with High Security
      P. Afeefa, Ihsana Muhammed
      Pages 111-115
    3. Enhanced Empirical Wavelet Transform for Denoising of Fundus Images
      C. Amala Nair, R. Lavanya
      Pages 116-124
    4. Kernelised Clustering Algorithms Fused with Firefly and Fuzzy Firefly Algorithms for Image Segmentation
      Anurag Pant, Sai Srujan Chinta, Balakrushna Tripathy
      Pages 125-132
    5. Performance Analysis of Wavelet Transform Based Copy Move Forgery Detection
      C. V. Melvi, C. Sathish Kumar, A. J. Saji, Jobin Varghese
      Pages 133-140
    6. High Resolution 3D Image in Marine Exploration Using Neural Networks - A Survey
      R. Dorothy, T. Sasilatha
      Pages 141-146
    7. Ship Intrusion Detection System - A Review of the State of the Art
      K. R. Anupriya, T. Sasilatha
      Pages 147-154
    8. 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
    9. Performance Analysis and Error Evaluation Towards the Liver Cancer Diagnosis Using Lazy Classifiers for ILPD
      Manish Tiwari, Prasun Chakrabarti, Tulika Chakrabarti
      Pages 161-168
    10. Exploring Structure Oriented Feature Tag Weighting Algorithm for Web Documents Identification
      Karunendra Verma, Prateek Srivastava, Prasun Chakrabarti
      Pages 169-180
    11. MQMS - An Improved Priority Scheduling Model for Body Area Network Enabled M-Health Data Transfer
      V. K. Minimol, R. S. Shaji
      Pages 181-192
    12. Data Compression Using Content Addressable Memories
      Ashwin Santhosh, Harish Kittur Malikarjun
      Pages 193-199
    13. Heart Block Recognition Using Image Processing and Back Propagation Neural Networks
      P. Asha, B. Sravani, P. SatyaPriya
      Pages 200-210
    14. Design and Development of Laplacian Pyramid Combined with Bilateral Filtering Based Image Denoising
      P. Karthikeyan, S. Vasuki, K. Karthik, M. Sakthivel
      Pages 211-221

  5. Deep Learning

    1. Front Matter
      Pages 223-223
      PDF
    2. Diabetes Detection Using Deep Neural Network
      Saumendra Kumar Mohapatra, Susmita Nanda, Mihir Narayan Mohanty
      Pages 225-231
    3. Multi-label Classification of Big NCDC Weather Data Using Deep Learning Model
      Doreswamy, Ibrahim Gad, B. R. Manjunatha
      Pages 232-241
    4. Object Recognition Through Smartphone Using Deep Learning Techniques
      Kiran Kamble, Hrishikesh Kulkarni, Jaydeep Patil, Saurabh Sukhatankar
      Pages 242-249

  6. Artificial Intelligence

    1. Front Matter
      Pages 251-251
      PDF
    2. Hot Spot Identification Using Kernel Density Estimation for Serial Crime Detection
      S. Sivaranjani, M. Aasha, S. Sivakumari
      Pages 253-265
    3. Automated Seed Points and Texture Based Back Propagation Neural Networks for Segmentation of Medical Images
      Z. Faizal Khan
      Pages 266-273
    4. ALICE: A Natural Language Question Answering System Using Dynamic Attention and Memory
      Tushar Prakash, Bala Krushna Tripathy, K. Sharmila Banu
      Pages 274-282
    5. An Improved Differential Neural Computer Model Using Multiplicative LSTM
      Khushmeet S. Shergill, K. Sharmila Banu, B. K. Tripathy
      Pages 283-290
    6. Abnormal Activity Recognition Using Saliency and Spatio-Temporal Interest Point Detector
      Smriti H. Bhandari, Navnee S. Babar
      Pages 291-301
    7. An Improved ALS Recommendation Model Based on Apache Spark
      Mohammed Fadhel Aljunid, D. H. Manjaiah
      Pages 302-311

  7. Big Data Analytics

    1. Front Matter
      Pages 313-313
      PDF
    2. 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
    3. 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
    4. 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
    5. Privacy Preserving in Audit Free Cloud Storage by Deniable Encryption
      L. Nayana, P. G. Raji, B. Radhakrishnan, Padma Suresh Lekshmi Kanthan
      Pages 343-351

  8. Data Mining

    1. Front Matter
      Pages 353-353
      PDF
    2. Cyclic Shuffled Frog Leaping Algorithm Inspired Data Clustering
      Veni Devi Gopal, Angelina Geetha
      Pages 355-363
    3. 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
    4. 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

  9. Machine Learning

    1. Front Matter
      Pages 383-383
      PDF
    2. 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

About these proceedings

Introduction

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.

Keywords

artificial intelligence clustering clustering algorithms computer networks cryptography data mining data security image processing image segmentation sensors signal processing telecommunication networks wireless telecommunication systems

Editors and affiliations

  • Ivan Zelinka
    • 1
  • Roman Senkerik
    • 2
  • Ganapati Panda
    • 3
  • Padma Suresh Lekshmi Kanthan
    • 4
  1. 1.Department of Computer ScienceFaculty of Electrical Engineering and Computer Science VŠB-TUOOstrava-PorubaCzech Republic
  2. 2.Faculty of Applied InformaticsTomas Bata University in ZlínZlínCzech Republic
  3. 3.School of Electrical SciencesIndian Institute of Technology BhubaneswarBhubaneswarIndia
  4. 4.Baselios Mathews II College of EngineeringKeralaIndia

Bibliographic information

  • DOI https://doi.org/10.1007/978-981-13-1936-5
  • Copyright Information Springer Nature Singapore Pte Ltd. 2018
  • Publisher Name Springer, Singapore
  • eBook Packages Computer Science
  • Print ISBN 978-981-13-1935-8
  • Online ISBN 978-981-13-1936-5
  • Series Print ISSN 1865-0929
  • Series Online ISSN 1865-0937
  • Buy this book on publisher's site
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