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Intelligent Systems Technologies and Applications

  • Conference proceedings
  • © 2018

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Editors:
  1. Sabu M. Thampi

    1. School of CS/IT, Indian Institute of Information Technology, Trivandrum, India

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  2. Sushmita Mitra

    1. Machine Intelligence Unit, Indian Statistical Institute, Kolkata, India

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  3. Jayanta Mukhopadhyay

    1. Department of Computer Science and Engineering, Indian Institute of Technology, Kharagpur, India

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  4. Kuan-Ching Li

    1. Xiamen University, Xiamen, China

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  5. Alex Pappachen James

    1. Department of Electrical and Electronic, Nazarbayev University, Astana, Kazakhstan

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  6. Stefano Berretti

    1. Dipartimento di Ingegneria, Università degli Studi di Firenze, Firenze, Italy

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  • Thoroughly refereed post-conference proceedings of the Third International Symposium on Intelligent Systems Technologies and Applications (ISTA’17) held in Manipal, India during September 13-16, 2017
  • The presented papers are organized in topical sections on Knowledge Discovery and Data Mining, Pattern Recognition and Signal Processing, Intelligent Image Processing and Artificial Vision, Ad-hoc and Wireless Sensor Networks, and Business Intelligence & Big Data Analytics
  • Written by experts in the field

Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 683)

Included in the following conference series:

Conference proceedings info: ISTA 2017.

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Table of contents (34 papers)

  1. Front Matter

    Pages i-xxv
    Download chapter PDF

  2. Analysis of Link Prediction in Directed and Weighted Social Network Structure

    • Salam Jayachitra Devi, Buddha Singh
    Pages 1-13

  3. An Energy-Efficient Fuzzy Based Data Fusion and Tree Based Clustering Algorithm for Wireless Sensor Networks

    • Veeramuthu Venkatesh, Pethuru Raj, P. Balakrishnan
    Pages 14-27

  4. Biologically-Inspired Foraging Decision Making in Distributed Cognitive Radio Networks

    • Olukayode A. Oki, Thomas O. Olwal, Pragasen Mudali, Matthew Adigun
    Pages 28-40

  5. Efficient Algorithms for Hotspot Problem in Wireless Sensor Networks: Gravitational Search Algorithm

    • Srikanth Jannu, Suresh Dara, Katha Kishor Kumar, Sabitha Bandari
    Pages 41-53

  6. Web Service Recommendation Based on Semantic Analysis of Web Service Specification and Enhanced Collaborative Filtering

    • S. Subbulakshmi, K. Ramar, Ameena Shaji, Parvathy Prakash
    Pages 54-65

  7. Performance Comparison of Apache Spark and Hadoop Based Large Scale Content Based Recommender System

    • Saravanan S., Karthick K.E., Ashwin Balaji, Anand Sajith
    Pages 66-73

  8. Performance Evaluation of AODV Routing Protocol for Free Space Optical Mobile Ad-Hoc Networks

    • Salma Fauzia, Kaleem Fatima
    Pages 74-83

  9. Combination of Fuzzy Logic Digital Image Watermarking and Advanced Encryption Technique for Security and Authentication of Cheque Image

    • Sudhanshu Suhas Gonge, Ashok Ghatol
    Pages 84-101

  10. Analysis of AES-GCM Cipher Suites in TLS

    • B. Arunkumar, G. Kousalya
    Pages 102-111

  11. Data Classification Using Machine Learning Approach

    • Shekhar Pandey, Supriya M, Abhilash Shrivastava
    Pages 112-122

  12. Topic Modeling for Unsupervised Concept Extraction and Document Ranking

    • V. S. Anoop, S. Asharaf, P. Deepak
    Pages 123-135

  13. Markov Chain Monte Carlo Methods and Evolutionary Algorithms for Automatic Feature Selection from Legal Documents

    • S. Pudaruth, K. M. S. Soyjaudah, R. P. Gunputh
    Pages 136-148

  14. An Adaptive Soft Set Based Diagnostic Risk Prediction System

    • Terry Jacob Mathew, Elizabeth Sherly, José Carlos R. Alcantud
    Pages 149-162

  15. Weighted Bipartite Graph Model for Recommender System Using Entropy Based Similarity Measure

    • Punam Bedi, Anjali Gautam, Saumya Bansal, Deepika Bhatia
    Pages 163-173

  16. Automated Quiz Generator

    • Amit Bongir, Vahida Attar, Ramanand Janardhanan
    Pages 174-188

  17. Temporal Modelling of Bug Numbers of Open Source Software Applications Using LSTM

    • Jayadeep Pati, Krishnkant Swarnkar, Gourav Dhakad, K. K. Shukla
    Pages 189-203

  18. Direct Demodulator for Amplitude Modulated Signals Using Artificial Neural Network

    • Vineetha K.V., Dhanesh G. Kurup
    Pages 204-211

  19. Real-Time Detection of Atrial Fibrillation from Short Time Single Lead ECG Traces Using Recurrent Neural Networks

    • V. G. Sujadevi, K. P. Soman, R. Vinayakumar
    Pages 212-221

  20. StyloLIT: Stylometry and Location Indicative Terms Based Geographic Location Estimation Using Convolutional Neural Networks

    • K. Surendran, O. P. Harilal, P. Hrudya, Poornachandaran Prabaharan
    Pages 222-231
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About this book

This book constitutes the thoroughly refereed post-conference proceedings of the third International Symposium on Intelligent Systems Technologies and Applications (ISTA’17), September 13-16, 2017, Manipal, Karnataka, India. All submissions were evaluated on the basis of their significance, novelty, and technical quality. This proceedings contains 34 papers selected for presentation at the Symposium.

Editors and Affiliations

  • School of CS/IT, Indian Institute of Information Technology, Trivandrum, India

    Sabu M. Thampi

  • Machine Intelligence Unit, Indian Statistical Institute, Kolkata, India

    Sushmita Mitra

  • Department of Computer Science and Engineering, Indian Institute of Technology, Kharagpur, India

    Jayanta Mukhopadhyay

  • Xiamen University, Xiamen, China

    Kuan-Ching Li

  • Department of Electrical and Electronic, Nazarbayev University, Astana, Kazakhstan

    Alex Pappachen James

  • Dipartimento di Ingegneria, Università degli Studi di Firenze, Firenze, Italy

    Stefano Berretti

Bibliographic Information

  • Book Title: Intelligent Systems Technologies and Applications

  • Editors: Sabu M. Thampi, Sushmita Mitra, Jayanta Mukhopadhyay, Kuan-Ching Li, Alex Pappachen James, Stefano Berretti

  • Series Title: Advances in Intelligent Systems and Computing

  • DOI: https://doi.org/10.1007/978-3-319-68385-0

  • Publisher: Springer Cham

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer International Publishing AG 2018

  • Softcover ISBN: 978-3-319-68384-3Published: 21 October 2017

  • eBook ISBN: 978-3-319-68385-0Published: 20 October 2017

  • Series ISSN: 2194-5357

  • Series E-ISSN: 2194-5365

  • Edition Number: 1

  • Number of Pages: XXV, 418

  • Number of Illustrations: 199 b/w illustrations

  • Topics: Computational Intelligence, Artificial Intelligence

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