Cognitive Computing and Information Processing

Description

This book constitutes the refereed proceedings of the Third International Conference on Cognitive Computing and Information Processing, CCIP 2017, held in Bengaluru, India, in December 2017. The 43 revised full papers presented were carefully reviewed and selected from 130 submissions. The papers are organized in topical sections on cognitive computing in medical information processing; cognitive computing and its applications; cognitive computing in video analytics. Front Matter ....Pages I-XXII Front Matter ....Pages 1-1 Eyes Open and Eyes Close Activity Recognition Using EEG Signals (Barjinder Kaur, Dinesh Singh, Partha Pratim Roy)....Pages 3-9 Analysis of Breast Thermal Images Using Anisotropic Diffusion Filter Based Modified Level Sets and Efficient Fractal Algorithm (S. Prabha, S. S. Suganthi, C. M. Sujatha)....Pages 10-17 An Empirical Evaluation of Savitzky-Golay (SG) Filter for Denoising ST Segment (C. K. Roopa, B. S. Harish)....Pages 18-28 Detection of Exudates Through Local Binary Pattern in Diabetic Retinopathy (R. Suma, Deepashree Devaraj, S. C. Prasanna Kumar)....Pages 29-39 Automated Lung Parenchyma Segmentation in the Presence of High Attenuation Patterns Using Modified Robust Spatial Kernel FCM (Shyla Raj, D. S. Vinod, Nagaraj Murthy)....Pages 40-50 A Heuristic Approach to Automatically Segment Signal from Background in DNA Microarray Images (S. S. Manjunath, Priya Nandihal, Lalitha Rangarajan)....Pages 51-62 Filter Based Approach for Automated Detection of Candidate Lung Nodules in 3D Computed Tomography Images (K. Bhavanishankar, M. V. Sudhamani)....Pages 63-70 Liveness Detection Based on Eye Flicker (Rekha A. Shidnekoppa, Manjunath Kammar, K. S. Shreedhar)....Pages 71-80 Influence of Health Service Infrastructure on the Infant Mortality Rate: An Econometric Analysis of Indian States (C. Arun, Sangita Khare, Deepa Gupta, Amalendu Jyotishi)....Pages 81-92 Health and Nutritional Status of Children: Survey, Challenges and Directions (Sangita Khare, Deepa Gupta, K. Prabhavathi, M. G. Deepika, Amalendu Jyotishi)....Pages 93-104 An Empirical Analysis of Machine Learning Classifiers for Clinical Decision Making in Asthma (M. R. Pooja, M. P. Pushpalatha)....Pages 105-117 Web Based Blood Donation Management System (BDMS) and Notifications (B. M. Shashikala, M. P. Pushpalatha, B. Vijaya)....Pages 118-129 Silent Speech Recognition (Amaresh P. Kandagal, V. Udayashankara, M. A. Anusuya)....Pages 130-139 Front Matter ....Pages 141-141 Swarm Intelligent Approaches for Solving Shortest Path Problems with Multiple Objectives (Jinil Persis Devarajan, T. Paul Robert)....Pages 143-156 Improved Directionally Driven Self-regulating Particle Swarm Optimizer (Saumya Jariwala)....Pages 157-169 Judgement of Learning for Metacognitive Type-2 Fuzzy Inference System (Khyati Mahajan)....Pages 170-181 Inter Intensity and Color Channel Co-occurrence Histogram for Color Texture Classification (S. Shivashankar, Madhuri R. Kagale, Prakash S. Hiremath)....Pages 182-190 LDA Based Discriminant Features for Texture Classification Using WT and PDE Approach (Rohini A. Bhusnurmath, P. S. Hiremath)....Pages 191-200 Position Error Analysis of IRNSS Data Using Big Data Analytics (M. Geetha Priya, D. C. Kiran Kumar)....Pages 201-209 Cluster Representation and Discrimination Based on Regression Line (M. S. Bhargavi, Sahana D. Gowda)....Pages 210-226 Recognition of Traffic Sign Based on Support Vector Machine and Creation of the Indian Traffic Sign Recognition Benchmark (Vidyagouri B. Hemadri, Umakant P. Kulkarni)....Pages 227-238 Neural Network Based Characterization and Reliable Routing of Data in Wireless Body Sensor Networks (Biradar Shilpa, S. G. Hiremath, G. Thippeswamy)....Pages 239-247 Automata Approach to Reduce Power Consumption in Smart Grid Cloud Data Center (J. Usha, S. R. Jayasimha, S. G. Srivani)....Pages 248-257 Hybrid Optimization in Big Data: Error Detection and Data Repairing by Big Data Cleaning Using CSO-GSA (K. V. Rama Satish, N. P. Kavya)....Pages 258-273 Application of Optimization Technique for Performance and Emission Characteristics of a CNG-Diesel Dual Fuel Engine: A Comparison Study (A. Adarsh Rai, B. R. Shrinivasa Rao, Narasimha K. Bailkeri, P. Srinivasa Pai)....Pages 274-284 Use of Hybrid Algorithm for Surface Roughness Optimization in Ti-6Al-4V Machining (Grynal D’Mello, P. Srinivasa Pai, Adarsh Rai)....Pages 285-298 Eigenvalue Analysis with Hough Transform for Shape Representation and Classification (Bharathi Pilar, B. H. Shekar)....Pages 299-312 Event Data Analysis in Large Virtualized Environment (M. B. Bharath, D. V. Ashoka)....Pages 313-323 Noisy Speech Recognition Using Kernel Fuzzy C Means (H. Y. Vani, M. A. Anusuya)....Pages 324-330 An Enhanced Water Pipeline Monitoring System in Remote Areas Using Flow Rate and Vibration Sensors (Praveen M. Dhulavvagol, K. R. Ankita, G. Sohan, Renuka Ganiger)....Pages 331-345 Smart Helmet with Cloud GPS GSM Technology for Accident and Alcohol Detection (Praveen M. Dhulavvagol, Ranjitha Shet, Prateeksha Nashipudi, Anand S. Meti, Renuka Ganiger)....Pages 346-357 Text-Dependent Speaker Recognition System Using Symbolic Modelling of Voiceprint (Shanmukhappa A. Angadi, Sanjeevakumar M. Hatture)....Pages 358-372 An IOT Based Smart Shopping Cart for Smart Shopping (Srinidhi Karjol, Anusha K. Holla, C. B. Abhilash)....Pages 373-385 Pathnet: A Neuronal Model for Robotic Motion Planning (V. M. Aparanji, Uday V. Wali, R. Aparna)....Pages 386-394 Impact of Named Entity Recognition on Kannada Documents Classification (R. Jayashree, Basavaraj S. Anami, S. Teju)....Pages 395-402 Big Data Analysis - An Approach to Improve Power System Data Analysis and Load Research (Sandhya S. Shankarlinga, K. T. Veeramanju, R. Nagaraja)....Pages 403-414 Backward – Forward Algorithm Approach for Computation of Losses in LVDS and Proposed HVDS - Towards Loss Minimization and Voltage Improvement in Agricultural Sector (G. B. Prakruthi, K. T. Veeramanju)....Pages 415-429 Analysis of Segmentation Methods on Isolated Balinese Characters from Palm Leaf Manuscripts (Deepak Kumar, K. Vatsala, Sushmitha Pattanashetty, S. Sandhya)....Pages 430-439 Energy Harvesting from Dairy and Hospital Wastewater Using Microbial Fuel Cell (MFC) (C. Shakunthala, Surekha Manoj)....Pages 440-446 Front Matter ....Pages 447-447 Anomalous Event Detection in Videos Using Supervised Classifier (K. Seemanthini, S. S. Manjunath)....Pages 449-467 Classification and Clustering of Infected Leaf Plant Using K-Means Algorithm ( Prathyakshini, Akshaya, C. V. Aravinda)....Pages 468-474 Human Action Detection and Recognition Using SIFT and SVM (Praveen M. Dhulavvagol, Niranjan C. Kundur)....Pages 475-491 Novel Real-Time Video Surveillance Framework for Precision Pesticide Control in Agribusiness (Nayana G. Bhat, Guruprasad M. Bhat)....Pages 492-500 Back Matter ....Pages 501-502