Intelligent Computing and Innovation on Data Science: Proceedings of ICTIDS 2019

Front Matter ....Pages i-xxxiii
 Comprehensive Guide to Implementation of Data Warehouse in Education  (G. Jayashree, C. Priya)....Pages 1-8
 A Pavement Mishap Prediction Using Deep Learning Fuzzy Logic Algorithm  (V. Priya, C. Priya)....Pages 9-19
 Privacy Preserving and Security Management in Cloud-Based Electronic Health Records—A Survey  (S. Prathima, C. Priya)....Pages 21-29
 Gaussian Light Gradient Boost Ensemble Decision Tree Classifier for Breast Cancer Detection  (S. Vahini Ezhilraman, Sujatha Srinivasan, G. Suseendran)....Pages 31-38
 Computational Biology Tool Toward Studying the Interaction Between Azadirachtin Plant Compound with Cervical Cancer Proteins  (Givitha Raman, Asita Elengoe)....Pages 39-48
 Optimization-Based Effective Feature Set Selection in Big Data  (J. S. T. M. Poovarasi, Sujatha Srinivasan, G. Suseendran)....Pages 49-58
 An Efficient Study of Fraud Detection System Using Ml Techniques  (S. Josephine Isabella, Sujatha Srinivasan, G. Suseendran)....Pages 59-67
 Effective Role of Cloud-Based IoT Technology in Smart and Precision Horticulture Works: A Novel  (M. Kannan, C. Priya, L. William Mary, S. Madhan, V. Sri Priya)....Pages 69-79
 Intelligent Agent-Based Organization for Studying the Big Five Personality Traits  (Sujatha Srinivasan, K. R. Ananthapadmanaban)....Pages 81-89
 Credit Card Fraud Detection Using AES Technic  (C. Sudha, D. Akila)....Pages 91-98
 An Improved Travel Package Framework Utilizing (COPE)  (A. Ambeth Raja, J. Dhilipan)....Pages 99-107
 An Empirical Study on Neuroevolutional Algorithm Based on Machine Learning for Crop Yield Prediction  (E. Kanimozhi, D. Akila)....Pages 109-116
 Automatic Pruning of Rules Through Multi-objective Optimization—A Case Study with a Multi-objective Cultural Algorithm  (Sujatha Srinivasan, S. Muruganandam)....Pages 117-125
 A Machine Learning Approach in Medical Image Analysis for Brain Tumor Detection  (K. Aswani, D. Menaka, M. K. Manoj)....Pages 127-135
 A Review of Recent Trends: Text Mining of Taxonomy Using WordNet 3.1 for the Solution and Problems of Ambiguity in Social Media  (Ali Muttaleb Hasan, Taha Hussein Rassem, Noorhuzaimi Mohd Noor, Ahmed Muttaleb Hasan)....Pages 137-152
 Identification of Appropriate Filters for Preprocessing Palm Print Images  (S. Kavitha, P. Sripriya)....Pages 153-160
 Feature Extraction of Metastasis and Acrometastasis Diseases Using the SVM Classifier  (A. Vidhyalakshmi, C. Priya)....Pages 161-170
 Knowledge Genesis and Dissemination: Impact on Performance in Information Technology Services  (S. Karthikeyan)....Pages 171-178
 Examining the Acceptance of Innovations in Learning Technologies in Higher Education—A Malaysian Perspective  (Dinesh Rajassekharan, Ali Ameen, Divya Midhunchakkravarthy)....Pages 179-187
 Web Content Classification Techniques Based on Fuzzy Ontology  (T. Sreenivasulu, R. Jayakarthik, R. Shobarani)....Pages 189-197
 Field Programmable Gate Array (FPGA)-Based Fast and Low-Pass Finite Impulse Response (FIR) Filter  (R. Raja Sudharsan, J. Deny)....Pages 199-206
 Block Rearrangements and TSVs for a Standard Cell 3D IC Placement  (J. Deny, R. Raja Sudharsan)....Pages 207-214
 Artificial Intelligence-Based Load Balancing in Cloud Computing Environment: A Study  (Janmaya Kumar Mishra)....Pages 215-222
 An Investigation Study on Secured Data Storage and Access Control in Cloud Environment  (P. Calista Bebe, D. Akila)....Pages 223-229
 A Comparative Study and Analysis of Classification Methodologies in Data Mining for Energy Resources  (M. Anita Priscilla Mary, M. S. Josephine, V. Jeyabalaraja)....Pages 231-240
 A Survey on Feature Fatigue Analysis Using Machine Learning Approaches for Online Products  ( Midhunchakkravarthy, Divya Midhunchakkravarthy, D. Balaganesh, V. Vivekanandam, Albert Devaraj)....Pages 241-250
 A Hybrid of Scheduling and Probabilistic Approach to Decrease the Effect of Idle Listening in WSN  (Ruchi Kulshrestha, Prakash Ramani, Akhilesh Kumar Sharma)....Pages 251-258
 Prediction of Consumer’s Future Demand in Web Page Personalization System  (V. Raju, N. Srinivasan, S. Muruganandam)....Pages 259-267
 Analysis on SLA in Virtual Machine Migration Algorithms of Cloud Computing  (T. Lavanya Suja, B. Booba)....Pages 269-276
 Effective Mining of High Utility Itemsets with Automated Minimum Utility Thresholds  (J. Wisely Joe, Mithil Ghinaiya, S. P. Syed Ibrahim)....Pages 277-285
 Implementation of Fuzzy Clustering Algorithms to Analyze Students Performance Using R-Tool  (T. Thilagaraj, N. Sengottaiyan)....Pages 287-294
 Comparative Analysis of Various Algorithms in ARM  (J. Sumithra Devi, M. Ramakrishnan)....Pages 295-304
 Implementation of Statistical Data Analytics in Data Science Life Cycle  (S. Gomathi, R. P. Ragavi, S. Monika)....Pages 305-313
 Performing Hierarchical Clustering on Huge Volumes of Data Using Enhanced Mapreduce Technique  (K. Maheswari, M. Ramakrishnan)....Pages 315-324
 Real Time Virtual Networks Monitoring Based on Service Level Agreement Requirements  (Mohammed Errais, Mohamed Al-Sarem, Rachdi Mohamed, Muaadh Mukred)....Pages 325-333
 Wireless Sensor Network-Based Hybrid Intrusion Detection System on Feature Extraction Deep Learning and Reinforcement Learning Techniques  (K. C. Krishnachalitha, C. Priya)....Pages 335-341
 Green Technology to Assess and Measure Energy Efficiency of Data Center in Cloud Computing  (C. Priya, G. Suseendran, D. Akila, V. Vivekanandam)....Pages 343-350
 Reliable and Consistent Data Collection Framework for IoT Sensor Networks  (K. Kavitha, G. Suseendran)....Pages 351-358
 A Cloud of Things (CoT) Approach for Monitoring Product Purchase and Price Hike  (Muhammad Jafar Sadeq, S. Rayhan Kabir, Rafita Haque, Jannatul Ferdaws, Md. Akhtaruzzaman, Rokeya Forhat et al.)....Pages 359-368
 Hyperspectral Image Classification by Means of Suprepixel Representation with KNN  (D. Akila, Amiya Bhaumik, Srinath Doss, Ali Ameen)....Pages 369-378
 Prediction of Bottom-Hole Pressure Differential During Tripping Operations Using Artificial Neural Networks (ANN)  (Shwetank Krishna, Syahrir Ridha, Pandian Vasant)....Pages 379-388
 Exploration on Revenue Using Pioneering Technology in Infrastructure Facilities of Luxury Hotels  (H. M. Moyeenudin, R. Anandan, Shaik Javed Parvez)....Pages 389-394
 A Big Data Analytics-Based Design for Viable Evolution of Retail Sector  (Neha Malhotra, Dheeraj Malhotra, O. P. Rishi)....Pages 395-401
 Blockchain with Bigdata Analytics  (D. R. Krithika, K. Rohini)....Pages 403-409
 Blockchains Technology Analysis: Applications, Current Trends and Future Directions—An Overview  (Aisha Zahid Junejo, Mehak Maqbool Memon, Mohammed Ali Junejo, Shahnawaz Talpur, Raheel Maqbool Memon)....Pages 411-419
 A Study on Seismic Big Data Handling at Seismic Exploration Industry  (Shiladitya Bhattacharjee, Lukman Bin Ab. Rahim, Ade Wahyu Ramadhani, Midhunchakkravarthy, Divya Midhunchakkravarthy)....Pages 421-429
 The Usage of Internet of Things in Transportation and Logistic Industry  (K. Muni Sankar, B. Booba)....Pages 431-438
 Evolution of Lung CT Image Dataset and Detection of Disease  (C. S. Shylaja, R. Anandan, A. Sajeev Ram)....Pages 439-446
 Equivalent Circuit (EC) Approximation of Miniaturized Elliptical UWB Antenna for Imaging of Wood  (Tale Saeidi, Sarmad Nozad Mahmood, Shahid M. Ali, Sameer Alani, Masood Rehman, Adam R. H. Alhawari)....Pages 447-455
 Design of Dual-Band Wearable Crescent-Shaped Button Antenna for WLAN Applications  (Shahid M. Ali, Varun Jeoti, Tale Saeidi, Sarmad Nozad Mahmood, Zuhairiah Zainal Abidin, Masood Rehman)....Pages 457-464
 VEDZA: Kinect Based Virtual Shopping Assistant  (Mashal Valliani, Agha Saba Asghar, Rabeea Jaffari)....Pages 465-474
 The Impact of Organizational Innovation on Financial Performance: A Perspective of Employees Within Dubai Ports World  (Ali Ameen, Mohammed Rahmah, Osama Isaac, D. Balaganesh, Midhunchakkravarthy, Divya Midhunchakkravarthy)....Pages 475-483
 Document Content Analysis Based on Random Forest Algorithm  (Wan M. U. Noormanshah, Puteri N. E. Nohuddin, Zuraini Zainol)....Pages 485-494
 Microblogging Hashtag Recommendation Considering Additional Metadata  (Anitha Anandhan, Liyana Shuib, Maizatul Akmar Ismail)....Pages 495-505
 Analysis and Forecast of Heart Syndrome by Intelligent Retrieval Approach  (Noor Basha, K. Manjunath, Mohan Kumar Naik, P. S. Ashok Kumar, P. Venkatesh, M. Kempanna)....Pages 507-515
 Statistical Analysis of Literacy Rates Using Indian Census Data  (Suresh Vishnu Bharadwaj, S. Vigneshwari)....Pages 517-523
 Superlative Uprising of Smart Farming to Discovering the Magnitude and Superiority of the Agri-Data in Hybrid Techniques  (K. Tharani, D. Ponniselvi)....Pages 525-533
 A Survey on Load Balancing in Cloud Computing  (Ashish Mishra, Saurabh Sharma, Divya Tiwari)....Pages 535-542
 Detection of Hard Exudate from Diabetic Retinopathy Image Using Fuzzy Logic  (S. Jeyalaksshmi, D. Padmapriya, Divya Midhunchakkravarthy, Ali Ameen)....Pages 543-550
 Evaluating External Public Space’s Performance in the Cisadane Riverfront, Tangerang, Indonesia  ( Rahmi, A. H. Fuad)....Pages 551-559
 A Comparative Study of Cryptographic Algorithms in Cloud Environment  (M. Revathi, R. Priya)....Pages 561-569
 Discovering the Androgen Transition and Prognostic Cardiovascular Disease by Hybrid Techniques in Data Mining  (A. Revathi, P. Sumathi)....Pages 571-579
 Crop Prediction Based on Environmental Factors Using Machine Learning Ensemble Algorithms  (Tatapudi Ashok, P. Suresh Varma)....Pages 581-594
 Regression Analysis on Sea Surface Temperature  (Manickavasagam Sivasankari, R. Anandan)....Pages 595-601
 A Multi-objective Routing Optimization Using Swarm Intelligence in IoT Networks  (Ganesan Rajesh, X. Mercilin Raajini, R. Ashoka Rajan, M. Gokuldhev, C. Swetha)....Pages 603-613
 Prevention of Packet Drop by System Fault in MANET Due to Buffer Overflow  (Mohammed Ali Hussain, D. Balaganesh)....Pages 615-620
 Epitome Evolution of Sanctuary to Detect the Interloper in Home Automation  (K. Ambika, S. Malliga)....Pages 621-629
 Endowing Syndrome Empathy to the Epileptic and Cardiovascular Embedding IoT Techniques  (S. Sowmiyasree, A. Hariharan, P. Jyothika Shree, D. S. Gayathri)....Pages 631-639
 Blockchain-Based Information Security of Electronic Medical Records (EMR) in a Healthcare Communication System  (Rafita Haque, Hasan Sarwar, S. Rayhan Kabir, Rokeya Forhat, Muhammad Jafar Sadeq, Md. Akhtaruzzaman et al.)....Pages 641-650
 Factors Contributing to E-Government Adoption in Indonesia—An Extended of Technology Acceptance Model with Trust: A Conceptual Framework  (Wiwit Apit Sulistyowati, Ibrahim Alrajawy, Agung Yulianto, Osama Isaac, Ali Ameen)....Pages 651-658
 Workload Forecasting Based on Big Data Characteristics in Cloud Systems  (R. Kiruthiga, D. Akila)....Pages 659-667
 An Empirical Study on Big Data Analytics: Challenges and Directions  (Munir Kolapo Yahya-Imam, Felix O. Aranuwa)....Pages 669-677
 Task Allocation and Re-allocation for Big Data Applications in Cloud Computing Environments  (P. Tamilarasi, D. Akila)....Pages 679-686
 A Systematic Framework for Designing Persuasive Mobile Health Applications Using Behavior Change Wheel  (Hasan Sari, Marini Othman, Hidayah Sulaiman)....Pages 687-694
 Dynamics of Knowledge Management in 4IR Through HR Interventions: Conceptual Framework  (Arindam Chakrabarty, Uday Sankar Das)....Pages 695-704
 Clinical Data Classification Using an Ensemble Approach Based on CNN and Bag-of-Words Approach  (Bhanu Prakash Battula, D. Balaganesh)....Pages 705-714
 E-learning in Higher Education in India: Experiences and Challenges—An Exploratory Study  (Kiri Taso, Arindam Chakrabarty)....Pages 715-723
 A Hybrid Watermarking System for Securing Multi-modal Biometric Using Honey Encryption and Grasshopper Optimization Technique  (R. Devi, P. Sujatha)....Pages 725-734
 Inadequacy of Li-Fi Disentangles by Laser, Polarizing Beam, Solar, and Formation  (D. Balaganesh)....Pages 735-744
 Phrase Extraction Using Pattern-Based Bootstrapping Approach  (R. Hema, T. V. Geetha)....Pages 745-752
 UAV’s Applications, Architecture, Security Issues and Attack Scenarios: A Survey  (Navid Ali Khan, Sarfraz Nawaz Brohi, NZ Jhanjhi)....Pages 753-760
 A Systematic Survey on Load Balancing in the Cloud  (Gutta Sridevi, Midhunchakkravarthy)....Pages 761-771
 A Data Tracking and Monitoring Mechanism  (Reyner Aranta Lika, Daksha A/P. V. Ramasamy, Danushyaa A/P. Murugiah, Sarfraz Nawaz Brohi)....Pages 773-781
 An Efficient Node Priority and Threshold-Based Partitioning Algorithm for Graph Processing  (J. Chinna, K. Kavitha)....Pages 783-792
 Method for Simulating SQL Injection and DOS Attack  (K. Rohini, K. Kasturi, R. Vignesh)....Pages 793-801