Data Analytics and Learning: Proceedings of DAL 2018

Description

This book presents new theories and working models in the area of data analytics and learning. The papers included in this volume were presented at the first International Conference on Data Analytics and Learning (DAL 2018), which was hosted by the Department of Studies in Computer Science, University of Mysore, India on 30–31 March 2018. The areas covered include pattern recognition, image processing, deep learning, computer vision, data analytics, machine learning, artificial intelligence, and intelligent systems. As such, the book offers a valuable resource for researchers and practitioners alike. Front Matter ....Pages i-xvi Recognition of Seven-Segment Displays from Images of Digital Energy Meters (Thotreingam Kasar)....Pages 1-10 An Enhanced Task Scheduling in Cloud Computing Based on Hybrid Approach (Mokhtar A. Alworafi, Atyaf Dhari, Sheren A. El-Booz, Aida A. Nasr, Adela Arpitha, Suresha Mallappa)....Pages 11-25 A Moment-Based Representation for Online Telugu Handwritten Character Recognition (Krishna Chaithanya Movva, Viswanath Pulabaigari)....Pages 27-38 A Switch-Prioritized Load-Balancing Technique in SDN (K. A. Vani, J. Prathima Mabel, K. N. Rama Mohan Babu)....Pages 39-49 A Robust Human Gait Recognition Approach Using Multi-interval Features (V. G. Manjunatha Guru, V. N. Kamalesh)....Pages 51-63 Keyword Spotting in Historical Devanagari Manuscripts by Word Matching (B. Sharada, S. N. Sushma, Bharathlal)....Pages 65-76 A Parallel Programming Approach for Estimation of Depth in World Coordinate System Using Single Camera (C. Rashmi, G. Hemantha Kumar)....Pages 77-91 An Alternate Voltage-Controlled Current Source for Electrical Impedance Tomography Applications (Venkatratnam Chitturi, Nagi Farrukh)....Pages 93-102 Analyzing and Comparison of Movie Rating Using Hadoop and Spark Frame Work (Akshaya Devadiga, C. V. Aravinda, H. N. Prakash)....Pages 103-110 Classification of Osteoarthritis-Affected Images Based on Edge Curvature Analysis (Ravindra S. Hegadi, Trupti D. Pawar, Dattatray I. Navale)....Pages 111-119 Identification of Knee Osteoarthritis Using Texture Analysis (Ravindra S. Hegadi, Umesh P. Chavan, Dattatray I. Navale)....Pages 121-129 Logo Retrieval and Document Classification Based on LBP Features (C. Veershetty, Mallikarjun Hangarge)....Pages 131-141 Semantic Relatedness Measurement from Wikipedia and WordNet Using Modified Normalized Google Distance (Saket Karve, Vasisht Shende, Swaroop Hople)....Pages 143-154 Design and Simulation of Neuro-Fuzzy Controller for Indirect Vector-Controlled Induction Motor Drive (B. T. Venu Gopal, E. G. Shivakumar)....Pages 155-167 Entropy-Based Approach for Enabling Text Line Segmentation in Handwritten Documents (G. S. Sindhushree, R. Amarnath, P. Nagabhushan)....Pages 169-184 Automated Parameter-Less Optical Mark Recognition (N. C. Dayananda Kumar, K. V. Suresh, R. Dinesh)....Pages 185-195 A Bimodal Biometric System Using Palmprint and Face Modality (N. Harivinod, B. H. Shekar)....Pages 197-206 Circular Map Pattern Spectrum—An Accurate Descriptor for Shape Representation and Classification (Bharathi Pilar, B. H. Shekar)....Pages 207-219 Features Fusion for Retrieval of Flower Videos (D. S. Guru, V. K. Jyothi, Y. H. Sharath Kumar)....Pages 221-233 Offline Signature Verification: An Approach Based on User-Dependent Features and Classifiers (K. S. Manjunatha, H. Annapurna, D. S. Guru)....Pages 235-243 Simple DFA Construction Algorithm Using Divide-and-Conquer Approach (Darshan D. Ruikar, Ravindra S. Hegadi)....Pages 245-255 Estimating the Rating of the Reviews Based on the Text (Mohammadamir Kavousi, Sepehr Saadatmand)....Pages 257-267 Multimodal Biometric Recognition System Based on Nonparametric Classifiers (H. D. Supreetha Gowda, G. Hemantha Kumar, Mohammad Imran)....Pages 269-278 Classification of Multi-class Microarray Cancer Data Using Ensemble Learning Method (B. H. Shekar, Guesh Dagnew)....Pages 279-292 A Study of Applying Different Term Weighting Schemes on Arabic Text Classification (D. S. Guru, Mostafa Ali, Mahamad Suhil, Maryam Hazman)....Pages 293-305 A Survey on Different Visual Speech Recognition Techniques (Shabina Bhaskar, T. M. Thasleema, R. Rajesh)....Pages 307-316 Activity Recognition from Accelerometer Data Using Symbolic Data Approach (P. G. Lavanya, Suresha Mallappa)....Pages 317-329 Automated IT Service Desk Systems Using Machine Learning Techniques (S. P. Paramesh, K. S. Shreedhara)....Pages 331-346 Automatic Segmentation and Breast Density Estimation for Cancer Detection Using an Efficient Watershed Algorithm (Tejas Nayak, Nikitha Bhat, Vikram Bhat, Sannidhi Shetty, Mohammed Javed, P. Nagabhushan)....Pages 347-358 Offline Signature Verification Based on Partial Sum of Second-Order Taylor Series Expansion (B. H. Shekar, Bharathi Pilar, D. S. Sunil Kumar)....Pages 359-367 Urban LULC Change Detection and Mapping Spatial Variations of Aurangabad City Using IRS LISS-III Temporal Datasets and Supervised Classification Approach (Ajay D. Nagne, Amol D. Vibhute, Rajesh K. Dhumal, Karbhari V. Kale, S. C. Mehrotra)....Pages 369-386 Study of Meta-Data Enrichment Methods to Achieve Near Real Time ETL (N. Mohammed Muddasir, K. Raghuveer)....Pages 387-402 BornBaby Model for Software Synthesis (H. L. Gururaj, B. Ramesh)....Pages 403-412 Lung Cancer Detection Using CT Scan Images: A Review on Various Image Processing Techniques (A. P. Ayshath Thabsheera, T. M. Thasleema, R. Rajesh)....Pages 413-419 Deep Learning Approach for Classification of Animal Videos (N. Manohar, Y. H. Sharath Kumar, G. Hemantha Kumar, Radhika Rani)....Pages 421-431 Building Knowledge Graph Based on User Tweets (Seyedmahmoud Talebi, K. Manoj, G. Hemantha Kumar)....Pages 433-443 Interoperability and Security Issues of IoT in Healthcare (M. Shankar Lingam, A. M. Sudhakara)....Pages 445-451 Back Matter ....Pages 453-454