Intelligence in Big Data Technologies—Beyond the Hype: Proceedings of ICBDCC 2019

Front Matter ....Pages i-xiii
 From Dew Over Cloud Towards the Rainbow  (Zorislav Šojat)....Pages 1-15
 L1 Norm SVD-Based Ranking Scheme: A Novel Method in Big Data Mining  (Rahul Aedula, Yashasvi Madhukumar, Snehanshu Saha, Archana Mathur, Kakoli Bora, Surbhi Agrawal)....Pages 17-29
 Human Annotation and Emotion Recognition for Counseling System with Cloud Environment Using Deep Learning  (K. Arun Kumar, Mani Koushik, Thangavel Senthil Kumar)....Pages 31-42
 Enhancing Intricate Details of Ultrasound PCOD Scan Images Using Tailored Anisotropic Diffusion Filter (TADF)  (Suganya Ramamoorthy, Thangavel Senthil Kumar, S. Md. Mansoorroomi, B. Premnath)....Pages 43-52
 LSTM and GRU Deep Learning Architectures for Smoke Prediction System in Indoor Environment  (S. Vejay Karthy, Thangavel Senthil Kumar, Latha Parameswaran)....Pages 53-64
 A Mobile-Based Framework for Detecting Objects Using SSD-MobileNet in Indoor Environment  (K. K. R. Sanjay Kumar, Goutham Subramani, Senthil Kumar Thangavel, Latha Parameswaran)....Pages 65-76
 Privacy-Preserving Big Data Publication: (K, L) Anonymity  (J. Andrew, J. Karthikeyan)....Pages 77-88
 Comparative Analysis of the Efficacy of the EEG-Based Machine Learning Method for the Screening and Diagnosing of Alcohol Use Disorder (AUD)  (Susma Grace Varghese, Oshin R. Jacob, P. Subha Hency Jose, R. Jegan)....Pages 89-96
 Smart Solution for Waste Management: A Coherent Framework Based on IoT and Big Data Analytics  (E. Grace Mary Kanaga, Lidiya Rachel Jacob)....Pages 97-106
 Early Detection of Diabetes from Daily Routine Activities: Predictive Modeling Based on Machine Learning Techniques  (R. Abilash, B. S. Charulatha)....Pages 107-114
 Classification of Gender from Face Images and Voice  (S. Poornima, N. Sripriya, S. Preethi, Saanjana Harish)....Pages 115-124
 An Outlier Detection Approach on Credit Card Fraud Detection Using Machine Learning: A Comparative Analysis on Supervised and Unsupervised Learning  (P. Caroline Cynthia, S. Thomas George)....Pages 125-135
 Unmasking File-Based Cryptojacking  (T. P. Khiruparaj, V. Abishek Madhu, Ponsy R. K. Sathia Bhama)....Pages 137-146
 Selection of a Virtual Machine Within a Scheduler (Dispatcher) Using Enhanced Join Idle Queue (EJIQ) in Cloud Data Center  (G. Thejesvi, T. Anuradha)....Pages 147-153
 An Analysis of Remotely Triggered Malware Exploits in Content Management System-Based Web Applications  (C. Kavithamani, R. S. Sankara Subramanian, Srinevasan Krishnamurthy, Jayakrishnan Chathu, Gayatri Iyer)....Pages 155-168
 GSM-Based Design and Implementation of Women Safety Device Using Internet of Things  (N. Prakash, E. Udayakumar, N. Kumareshan, R. Gowrishankar)....Pages 169-176
 A Novel Approach on Various Routing Protocols for WSN  (E. Udayakumar, Arram Sriram, Bandlamudi Ravi Raju, K. Srihari, S. Chandragandhi)....Pages 177-187
 Fraud Detection for Credit Card Transactions Using Random Forest Algorithm  (T. Jemima Jebaseeli, R. Venkatesan, K. Ramalakshmi)....Pages 189-197
 Deep Learning Application in IoT Health Care: A Survey  (Jinsa Mary Philip, S. Durga, Daniel Esther)....Pages 199-208
 Context Aware Text Classification and Recommendation Model for Toxic Comments Using Logistic Regression  (S. Udhayakumar, J. Silviya Nancy, D. UmaNandhini, P. Ashwin, R. Ganesh)....Pages 209-217
 Self-supervised Representation Learning Framework for Remote Crop Monitoring Using Sparse Autoencoder  (J. Anitha, S. Akila Agnes, S. Immanuel Alex Pandian)....Pages 219-227
 Determination of Elements in Human Urine for Transient Biometrics  (N. Ambiga, A. Nagarajan)....Pages 229-243
 Optimal Placement of Green Power Generation in the Radial Distribution System Using Harmony Search Algorithm  (S. Ganesh, G. Ram Prakash, J. A. Michline Rupa)....Pages 245-252
 Data Security and Privacy Protection in Cloud Computing: A Review  (J. E. Anusha Linda Kostka, S. Vinila Jinny)....Pages 253-257
 Re-Ranking ODI Batsman Using JJ Metric  (Jerin Jayaraj, Maria Sajan, Linda Joy, Narayanan V. Eswar, G. Pankaj Kumar)....Pages 259-266
 Intelligent Cloud Load Balancing Using Elephant Herd Optimization  (Pradeep Abijith, K. S. Aswin Kumar, Raphael Sunny Allen, Dileep Vijayakumar, Antony Paul, G. Pankaj Kumar)....Pages 267-273
 A Quest for Best: A Detailed Comparison Between Drakvuf-VMI-Based and Cuckoo Sandbox-Based Technique for Dynamic Malware Analysis  (A. Alfred Raja Melvin, G. Jaspher W. Kathrine)....Pages 275-290
 CloudStore: A Framework for Developing Progressive Streaming Games  (G. Pankaj Kumar, C. Anagha Zachariah, D. R. Umesh, M. N. Arun Kumar)....Pages 291-296
 Classification of DGA Botnet Detection Techniques Based on DNS Traffic and Parallel Detection Technique for DGA Botnet  (Seena Elizebeth Mathew, A. Pauline)....Pages 297-304
 Effective Utilization of Face Verification in Fog Computing on Cloud Architecture  (S. Princy Suganthi Bai, D. Ponmary Pushpa Latha, R. David Vinodh Kumar Paul)....Pages 305-312
 An Efficient Mechanism for Revocation of Malicious Nodes in Vehicular Ad Hoc Networks  (R. Jeevitha, N. Sudha Bhuvaneswari)....Pages 313-323
 Robust Service Selection Through Intelligent Clustering in an Uncertain Environment  (K. Nivitha, A. Solaiappan, P. Pabitha)....Pages 325-332
 DNA: Dynamically Negotiable Approach—A P2P-based Overlay for Live Multimedia Streaming  (Preetha Evangeline, Anandhakumar Palanisamy, Pethuru Raj Chelliah)....Pages 333-339
 A Study on Feature Extraction and Classification for Tongue Disease Diagnosis  (Saritha Balu, Vijay Jeyakumar)....Pages 341-351
 MRI Brain Image Classification System Using Super Pixel Color Contrast and Support Vector Neural Network  (A. Jayachandran, A. Jegatheesan, T. Sreekesh Namboodiri)....Pages 353-360
 Performance Comparison of Machine Learning Models for Classification of Traffic Injury Severity from Imbalanced Accident Dataset  (P. Joyce Beryl Princess, Salaja Silas, Elijah Blessing Rajsingh)....Pages 361-369
 FCM-Based Segmentation and Neural Network Classification of Tumor in Brain MRI Images  (S. Sandhya, B. Chidambararajan, M. Senthil Kumar)....Pages 371-378
 SDN-Based Traffic Management for Personalized Ambient Assisted Living Healthcare System  (Deva Priya Isravel, Salaja Silas, Elijah Blessing Rajsingh)....Pages 379-388
 Design and Implementation of Parking System Using Feature Extraction and Pattern Recognition Technique  (H. Varun Chand, J. Karthikeyan)....Pages 389-400
 Classification of Diabetes Milletus Using Naive Bayes Algorithm  (S. Josephine Theresa, D. J. Evangeline)....Pages 401-412
 A Mood-Based Recommender System for Indian Music Using K-Prototype Clustering  (K. A. Rashmi, B. Kalpana)....Pages 413-418
 A 3D Convolutional Neural Network for Bacterial Image Classification  (T. S. R. Mhathesh, J. Andrew, K. Martin Sagayam, Lawrence Henesey)....Pages 419-431
 Intelligent Big Data Domain for R-fMRI Big Data Preprocessing—An Optimized Approach  (K. Elaiyaraja, M. Senthil Kumar, B. Chidambararajan)....Pages 433-441
 Textual Feature Ensemble-Based Sarcasm Detection in Twitter Data  (Karthik Sundararajan, J. Vijay Saravana, Anandhakumar Palanisamy)....Pages 443-450
 Designing Parallel Operation for High-Performance Cloud Computing Using Partition Algorithm  (Krishnan Rajkumar, A. Sangeetha, V. Ebenezer, G. Ramesh, N. Karthik)....Pages 451-462
 ATSA: Ageing-Based Task Scheduling Algorithm for Mobile Edge Computing  (S. M. Muthukumari, E. George Dharma Prakash Raj)....Pages 463-471
 Application of Big Data in Field of Medicine  (J. Sabarish, S. Sonali, P. T. R. Vidhyaa)....Pages 473-484
 Implementation of Extended Play-Fair Algorithm for Client-Side Encryption of Cloud Data  (J. David Livingston, E. Kirubakaran)....Pages 485-493
 System Modeling and Simulation of an Outdoor Illumination System Using a Multi-layer Feed-Forward Neural Network  (Titus Issac, Salaja Silas, Elijah Blessing Rajsingh)....Pages 495-507
 Comparative Performance Analysis of Various Classifiers on a Breast Cancer Clinical Dataset  (E. Jenifer Sweetlin, D. Narain Ponraj)....Pages 509-516
 Handling Data Imbalance Using a Heterogeneous Bagging-Based Stacked Ensemble (HBSE) for Credit Card Fraud Detection  (V. Sobanadevi, G. Ravi)....Pages 517-525
 Advances in Photoplethysmogram and Electrocardiogram Signal Analysis for Wearable Applications  (G. R. Ashisha, X. Anitha Mary)....Pages 527-534
 An Authenticated E-Voting System Using Biometrics and Blockchain  (A. Priyadharshini, M. Prasad, R. Joshua Samuel Raj, S. Geetha)....Pages 535-542
 Early Recognition of Herb Sickness Using SVM  (S. Geetha, P. Nanda, R. Joshua Samuel Raj, T. Prince)....Pages 543-550
 Automatic Detection of Sensitive Attribute in Privacy-Preserved Hadoop Environment Using Data Mining Techniques  (R. Anitha Murthy, Dhina Suresh)....Pages 551-558
 Performance Analysis of Grid Connected Modified Z-Source High Step up Inverter for Solar Photovoltaic System  (Y. Pavithra, K. Lakshmi)....Pages 559-569
 Application of Integrated IoT Framework to Water Pipeline Transportation System in Smart Cities  (E. B. Priyanka, S. Thangavel, V. Madhuvishal, S. Tharun, K. V. Raagul, C. S. Shiv Krishnan)....Pages 571-579
 Improved Image Deblurring Using GANs  (Prathamesh Mungarwadi, Shubham Rane, Ritu Raut, Tanuja Pattanshetti)....Pages 581-588
 A Power-Efficient Security Device Leveraging Deep Learning (DL)-Inspired Facial Recognition  (R. S. Saundharya Thejaswini, S. Rajaraajeswari, Pethuru Raj)....Pages 589-597
 Applications, Analytics, and Algorithms—3 A’s of Stream Data: A Complete Survey  (L. Amudha, R. Pushpalakshmi)....Pages 599-606
 Optimization of Extreme Learning Machine Using the Intelligence of Monarch Butterflies for Osteoporosis Diagnosis  (D. Devikanniga, R. Joshua Samuel Raj)....Pages 607-615
 Secure and Efficient Sensitive Info-Hiding for Data Sharing via DACES Method in Cloud  (R. Joshua Samuel Raj, J. Jeya Praise, M. Viju Prakash, A. Sam Silva)....Pages 617-636