Intelligent Systems Technologies and Applications

✍ Scribed by Sabu M. Thampi et al. (eds.)

• Publisher: Springer International Publishing
• Year: 2018
• Tongue: English
• Leaves: 442
• Series: Advances in Intelligent Systems and Computing 683
• Edition: 1
• Category: Library

✦ Synopsis

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.

✦ Table of Contents

Front Matter ....Pages i-xxv
Analysis of Link Prediction in Directed and Weighted Social Network Structure (Salam Jayachitra Devi, Buddha Singh)....Pages 1-13
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
Biologically-Inspired Foraging Decision Making in Distributed Cognitive Radio Networks (Olukayode A. Oki, Thomas O. Olwal, Pragasen Mudali, Matthew Adigun)....Pages 28-40
Efficient Algorithms for Hotspot Problem in Wireless Sensor Networks: Gravitational Search Algorithm (Srikanth Jannu, Suresh Dara, Katha Kishor Kumar, Sabitha Bandari)....Pages 41-53
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
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
Performance Evaluation of AODV Routing Protocol for Free Space Optical Mobile Ad-Hoc Networks (Salma Fauzia, Kaleem Fatima)....Pages 74-83
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
Analysis of AES-GCM Cipher Suites in TLS (B. Arunkumar, G. Kousalya)....Pages 102-111
Data Classification Using Machine Learning Approach (Shekhar Pandey, Supriya M, Abhilash Shrivastava)....Pages 112-122
Topic Modeling for Unsupervised Concept Extraction and Document Ranking (V. S. Anoop, S. Asharaf, P. Deepak)....Pages 123-135
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
An Adaptive Soft Set Based Diagnostic Risk Prediction System (Terry Jacob Mathew, Elizabeth Sherly, José Carlos R. Alcantud)....Pages 149-162
Weighted Bipartite Graph Model for Recommender System Using Entropy Based Similarity Measure (Punam Bedi, Anjali Gautam, Saumya Bansal, Deepika Bhatia)....Pages 163-173
Automated Quiz Generator (Amit Bongir, Vahida Attar, Ramanand Janardhanan)....Pages 174-188
Temporal Modelling of Bug Numbers of Open Source Software Applications Using LSTM (Jayadeep Pati, Krishnkant Swarnkar, Gourav Dhakad, K. K. Shukla)....Pages 189-203
Direct Demodulator for Amplitude Modulated Signals Using Artificial Neural Network (Vineetha K.V., Dhanesh G. Kurup)....Pages 204-211
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
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
EMG Pattern Classification Using Neural Networks (Tanmay Gupta, Jyoti Yadav, Shubham Chaudhary, Utkarsh Agarwal)....Pages 232-242
Crime Against Women: A State Level Analysis Using a Hierarchical and K-Means Clustering Techniques (Ayushi Dhawan, M. G. Deepika)....Pages 243-254
Zero Pronouns and Their Resolution in Sanskrit Texts (Madhav Gopal, Girish Nath Jha)....Pages 255-267
Semantic Analysis Using Pairwise Sentence Comparison with Word Embeddings (Vijay Krishna Menon, Sabdhi M., Harikumar K., Soman K.P.)....Pages 268-278
Illuminant Color Inconsistency as a Powerful Clue for Detecting Digital Image Forgery: A Survey (Divya S. Vidyadharan, Sabu M. Thampi)....Pages 279-297
A Fast, Block Based, Copy-Move Forgery Detection Approach Using Image Gradient and Modified K-Means (V. Hajihashemi, A. Alavi Gharahbagh)....Pages 298-307
OR Operation Based Deterministic Extended Visual Cryptography Using Complementary Cover Images (K. Praveen, G. Indhu, M. Sethumadhavan)....Pages 308-316
Empirical Comparison of Different Key Frame Extraction Approaches with Differential Evolution Based Algorithms (Kevin Thomas Abraham, Manikandan Ashwin, Darshak Sundar, Tharic Ashoor, Gurusamy Jeyakumar)....Pages 317-326
Breast Cancer Diagnosis and Prognosis Using Machine Learning Techniques (Sunil Suresh Shastri, Priyanka C. Nair, Deepa Gupta, Ravi C. Nayar, Raghavendra Rao, Amritanshu Ram)....Pages 327-344
Performance Assessment Framework for Computational Models of Visual Attention (Bharathi Murugaraj, J. Amudha)....Pages 345-355
Structural Matching of Control Points Using V-D-L-A Approach for MLS Based Registration of Brain MRI/CT Images and Image Graph Construction Using Minimum Radial Distance (Hema P. Menon, A. S. Nitheesh)....Pages 356-369
An Interactive and Intelligent Tool for Circuit Component Recognition Through Virtual Reality (Shriram K. Vasudevan, S. N. Abhishek, N. K. Keerthana, Rajan Priyanka, A. Aravinth, M. Divya)....Pages 370-379
FPGA-Based Heavy-Ion Beam Trajectory Estimation and Control for Superconducting RF Cavity Resonator Applications (B. Christopher, S. Kiruthika, S. Lakshmi, R. Mugunth Krishnan, G. A. Shanmugha Sundaram)....Pages 380-389
PAM4-Based RADAR Counter-Measures in Hostile Environments (S. Srivatsa, G. A. Shanmugha Sundaram)....Pages 390-400
Multi-criteria Decision Making on Lattice Ordered Multisets (V. S. Anusuya Ilamathi, J. Vimala)....Pages 401-416
Back Matter ....Pages 417-418

✦ Subjects

Computational Intelligence