Cognitive Informatics and Soft Computing: Proceeding of CISC 2017

Description

The book presents new approaches and methods for solving real-world problems. It offers, in particular, exploratory research that describes novel approaches in the fields of Cognitive Informatics, Cognitive Computing, Computational Intelligence, Advanced Computing, Hybrid Intelligent Models and Applications. New algorithms and methods in a variety of fields are also presented, together with solution-based approaches. The topics addressed include various theoretical aspects and applications of Computer Science, Artificial Intelligence, Cybernetics, Automation Control Theory and Software Engineering. Front Matter ....Pages i-xxii Multi-tumor Detection and Analysis Based on Advance Region Quantitative Approach of Breast MRI (U. Ravi Babu)....Pages 1-10 Categorizing Kidney Stones Using Region Properties and Pixel Intensity Matrix (Punal M. Arabi, Gayatri Joshi, Surekha Nigudgi)....Pages 11-18 Security Measures in Distributed Approach of Cloud Computing (K. Shirisha Reddy, M. Bala Raju, Ramana Naik)....Pages 19-30 Performance of Time-Varying Particle Swarm Optimizer to Predict Cancers (T. R. Vijaya Lakshmi)....Pages 31-37 An Analytical Review of Different Approaches for Detection and Analysis of Electrocardiographic ST Segment (Akash Kumar Bhoi, Karma Sonam Sherpa, Bidita Khandelwal, Pradeep Kumar Mallick)....Pages 39-51 Survey on Sentiment Analysis Methods for Reputation Evaluation (P. Chiranjeevi, D. Teja Santosh, B. Vishnuvardhan)....Pages 53-66 A Study on the Turnout on the Use of E-Shopping Websites with Arabic Platform in Bahrain (Yousef A. Baker El-Ebiary, Najeeb Abbas Al-Sammarraie)....Pages 67-74 A Novel Trimet Graph Optimization (TGO) Topology for Wireless Networks (Shanmuk Srinivas Amiripalli, Veeramallu Bobba, Sai Prasad Potharaju)....Pages 75-82 Performance Analysis of Reliability and Throughput Using an Improved Receiver—Centric MAC Protocol and Itree-MAC Protocol in Wireless Sensor Networks (K. S. Ananda Kumar, R. Balakrishna)....Pages 83-90 A Secure and Computational-Efficient Multicast Key Distribution for Wireless Networks (B. Srinivasa Rao, P. Premchand)....Pages 91-101 Data Mining Approaches for Correlation and Cache Replacement in Wireless Ad Hoc Networks (Y. J. Sudha Rani, M. Seetha)....Pages 103-110 An Approach to Detect an Image as a Selfie Using Object Recognition Methods (Madhuri A. Bhalekar, Mangesh V. Bedekar, Saba Aslam)....Pages 111-120 T Wave Analysis: Potential Marker of Arrhythmia and Ischemia Detection-A Review (Akash Kumar Bhoi, Karma Sonam Sherpa, Bidita Khandelwal, Pradeep Kumar Mallick)....Pages 121-130 Functional Link Artificial Neural Network (FLANN) Based Design of a Conditional Branch Predictor (Abhaya Kumar Samal, Pradeep Kumar Mallick, Jitendra Pramanik, Subhendu Kumar Pani, Rajasekhar Jelli)....Pages 131-152 Development of a Model Recommender System for Agriculture Using Apriori Algorithm (M. B. Santosh Kumar, Kannan Balakrishnan)....Pages 153-163 Emotion Speech Recognition Based on Adaptive Fractional Deep Belief Network and Reinforcement Learning (J. Sangeetha, T. Jayasankar)....Pages 165-174 Concept-Based Electronic Health Record Retrieval System in Healthcare IOT (P. Sony, N. Sureshkumar)....Pages 175-188 Hybrid CAT Using Bayes Classification and Two-Parameter Model (Nikita Singhal, Amitoz S. Sidhu, Ajit Kumar Pandit, Shailendra Pratap Singh Sengar, Tutu Kumari)....Pages 189-195 A Change Detection Technique Using Rough C-Means on Medical Images (Amiya Halder, Kasturi Saha, Apurba Sarkar, Arnab Sen)....Pages 197-205 Malware Architectural View with Performance Analysis in Network at Its Activation State (Sisira Kumar Kapat, Satya Narayan Tripathy)....Pages 207-216 Non-linear Analysis of Time Series Generated from the Freeman K-Set Model (F. Anitta, R. Sunitha, N. Pradhan, A. Sreedevi)....Pages 217-225 Novel Approach to Segment the Pectoral Muscle in the Mammograms (Vaishali Shinde, B. Thirumala Rao)....Pages 227-237 Performance Analysis of TCP Variants Using Routing Protocols of MANET in Grid Topology (Namita Das, Sukant Kishoro Bisoy, Sanjukta Tanty)....Pages 239-245 An Ensemble Feature Selection Framework of Sonar Targets Using Symmetrical Uncertainty and Multi-Layer Perceptron (SU-MLP) (Sai Prasad Potharaju, M. Sreedevi, Shanmuk Srinivas Amiripalli)....Pages 247-256 Autonomous Path Guiding Robot for Visually Impaired People (Rajesh Kannan Megalingam, Souraj Vishnu, Vishnu Sasikumar, Sajikumar Sreekumar)....Pages 257-266 Analysis of Diabetes for Indian Ladies Using Deep Neural Network (Saumendra Kumar Mohapatra, Mihir Narayan Mohanty)....Pages 267-279 Deep Neural Network Based Speech Enhancement (Rashmirekha Ram, Mihir Narayan Mohanty)....Pages 281-287 Wind Power Forecasting Using Support Vector Machine Model in RStudio (Archana Pawar, V. S. Jape, Seema Mathew)....Pages 289-298 A Survey: Classification of Big Data (Dinesh Kumar, Mihir Narayan Mohanty)....Pages 299-306 Review Paper: Licence Plate and Car Model Recognition (R. Akshayan, S. L. Vishnu Prashad, S. Soundarya, P. Malarvezhi, R. Dayana)....Pages 307-314 Adoption of Big Data Streaming Techniques for Simultaneous Localization and Mapping (SLAM) in IoT-Aided Robotics Devices (Nyasha Fadzai Thusabantu, G. Vadivu)....Pages 315-320 A Proposed Framework for Evaluating the Performance of Government Initiatives Through Sentiment Analysis (P. S. Dandannavar, S. R. Mangalwede, S. B. Deshpande)....Pages 321-330 The Extent Analysis Based Fuzzy AHP Approach for Relay Selection in WBAN (Subarnaduti Paul, Arpita Chakraborty, Jyoti Sekhar Banerjee)....Pages 331-341 Fingerprint Classification by Filter Bank Approach Using Evolutionary ANN (Annapurna Mishra, Satchidananda Dehuri)....Pages 343-351 A Sequence-Based Cellular Manufacturing System Design Using Genetic Algorithm (C. R. Shiyas, B. Radhika, G. R. Vineetha)....Pages 353-359 Multimodal Biometrics Authentication Using Multiple Matching Algorithm (Govindharaju Karthi, M. Ezhilarasan)....Pages 361-369 Kinship Verification from Facial Images Using Feature Descriptors (Aarti Goyal, T. Meenpal)....Pages 371-380 A Feature Averaging Method for Kinship Verification (Niharika Yadav, Aarti Goyal, T. Meenpal)....Pages 381-391 An Artificial Intelligence Technique for Low Order Harmonic Elimination in Multilevel Inverters (Ritika Yadav, Birinderjit Singh)....Pages 393-401 Object Classification Using SIFT Algorithm and Transformation Techniques (T. R. Vijaya Lakshmi, Ch. Venkata Krishna Reddy)....Pages 403-408 Advancement in Transportation and Traffic Light Monitoring System (Shantam Tandon, Karthik Subramanian, Harshit Tambi, Dhanalakshmi Samiappan)....Pages 409-420 Optimized Methodology for Hassle-Free Clustering of Customer Issues in Banking (G. Naveen Sundar, D. Narmadha, S. Jebapriya, M. Malathy)....Pages 421-428 A Hybrid Optimization Algorithm Based on Ant Colony and Particle Swarm Algorithm to Address IP Traceback Problem (Amrita Saini, Challa Ramakrishna, Sachin Kumar)....Pages 429-439 OEFC Algorithm—Sentiment Analysis on Goods and Service Tax System in India (K. Purushottama Rao, Anupriya Koneru, D. Naga Raju)....Pages 441-451 Graph-Based Sentiment Analysis Model for E-Commerce Websites’ Data (Monali Bordoloi, Saroj Kumar Biswas)....Pages 453-462 Isolated Word Recognition Based on Different Statistical Analysis and Feature Selection Technique (Saswati Debnath, Pinki Roy)....Pages 463-473 Keyword Extraction from Tweets Using Weighted Graph (Saroj Kumar Biswas)....Pages 475-483 Analysis of Active and Reactive Power and Voltage Control in the Power Structure with the Help of Unified Power Flow Controller (Sahil Rotra, Inderpreet Kaur, Kamal Kant Sharma)....Pages 485-494 Clustering and Predicting Driving Violations Using Web-Enabled Big Data Techniques (Lakshmi Prayaga, Krishna Devulapalli, Srinath Devulapalli, Keerthi Devulapalli)....Pages 495-503 S-RLNC Multi-generation Mixing Assisted MAC Optimization for Multimedia Multicast over LTE-A (Veeresh Patil, Sanjeev Gupta, C. Keshavamurthy)....Pages 505-524 A Novel Method for Epileptic EEG Classification Using DWT, MGA, and ANFIS: A Real Time Application to Cardiac Patients with Epilepsy (Mohanty Madhusmita, Basu Mousumi, Pattanayak Deba Narayan, Mohapatra Sumant Kumar)....Pages 525-534 Exploring Hybrid Recommender Systems for Personalized Travel Applications (R. Logesh, V. Subramaniyaswamy)....Pages 535-544 Aggregated Rank in First-Fit-Decreasing for Green Cloud Computing (Saikishor Jangiti, E. Sri Ram, V. S. Shankar Sriram)....Pages 545-555 Real-Time Vehicle-Type Categorization and Character Extraction from the License Plates (Sneha Pavaskar, Suneeta Budihal)....Pages 557-565 Ranking Decision Rules Using Rough Set Theory—A Comparative Analysis (M. K. Sabu)....Pages 567-579 Performance Comparison of Clustering Algorithms Based Image Segmentation on Mobile Devices (Hemantkumar R. Turkar, Nileshsingh V. Thakur)....Pages 581-591 An Enhanced Approach to Memetic Algorithm Used for Character Recognition (Rashmi Welekar, Nileshsingh V. Thakur)....Pages 593-602 A Review on Sentiment Analysis of Opinion Mining (Sireesha Jasti, Tummala Sita Mahalakshmi)....Pages 603-612 Performance Analysis of Extreme Learning Machine Variants with Varying Intermediate Nodes and Different Activation Functions (Harshit Kumar Lohani, S. Dhanalakshmi, V. Hemalatha)....Pages 613-623 Role of Filter Sizes in Effective Image Classification Using Convolutional Neural Network (Vaibhav Sharma, E. Elamaran)....Pages 625-637 Sentiment Analysis on Product Reviews Using Machine Learning Techniques (Rajkumar S. Jagdale, Vishal S. Shirsat, Sachin N. Deshmukh)....Pages 639-647 Vector-Controlled Induction Motor Drives Using Intelligent RST Robust Controller (Bhola Jha, M. K. Panda, V. M. Mishra, S. N. V. Ganesh)....Pages 649-667 Optimization of Electricity Bill on Study of Energy Audit by Using Grid Integration of Renewable Energy Sources (Shubham Soni, Inderpreet Kaur, Deepak Kumar)....Pages 669-676 Computer-Aided Diagnosis of Epilepsy Based on the Time-Frequency Texture Descriptors of EEG Signals Using Wavelet Packet Decomposition and Artificial Neural Network (N. J. Sairamya, S. Thomas George, M. S. P. Subathra, Nallapaneni Manoj Kumar)....Pages 677-688 User Identification Methods in Cognitive Radio Networks (A. K. Budati, S. Kiran Babu, Ch. Suneetha, B. B. Reddy, P. V. Rao)....Pages 689-699 Design and Performance Analysis of Optical Signal Processing Module in Open Air and Underwater Environment (C. R. Uma Kumari, Dhanalakshmi Samiappan)....Pages 701-710 Analysis of Jitter and Shimmer for Parkinson’s Disease Diagnosis Using Telehealth (Harisudha Kuresan, Sam Masunda, Dhanalakshmi Samiappan)....Pages 711-721 Real-Time Biomedical Recursive Images Detection Algorithm for Indian Telemedicine Environment (Syed Thouheed Ahmed, M. Sandhya)....Pages 723-731 From Nonlinear Digital Filters to Shearlet Transform: A Comparative Evaluation of Denoising Filters Applied on Ultrasound Images (S. Latha, Dhanalakshmi Samiappan)....Pages 733-741 Application of Multi-domain Fusion Methods for Detecting Epilepsy from Electroencephalogram Using Classification Methods (L. Susmitha, S. Thomas George, M. S. P. Subathra, Nallapaneni Manoj Kumar)....Pages 743-754 In Silico Studies of Charge Transfer Complexes of 6-(Trifluoromethyl)furo[2,3-b]pyridine-2-carbohydrazides with Iodine as σ-Acceptor (Shirish Kumar Kodadi, Parthasarathy Tigulla)....Pages 755-770 A Cognitive Approach for Design of Smart Toilet in Healthcare Units (Mohan Debarchan Mohanty, Mihir Narayan Mohanty)....Pages 771-780 Autonomic Nervous System for Sympathetic and Parasympathetic for Cardiac Event Coherence (Noel G. Tavares, R. S. Gad, A. M. Hernandez, Uday Kakodkar, G. M. Naik)....Pages 781-794 Steady-State Visual Evoked Potential-Based Real-Time BCI for Smart Appliance Control (Noel G. Tavares, R. S. Gad)....Pages 795-805 Back Matter ....Pages 807-809