Data Science and Analytics: 5th International Conference on Recent Developments in Science, Engineering and Technology, REDSET 2019, Gurugram, India, November 15–16, 2019, Revised Selected Papers, Part I

Front Matter ....Pages i-xxii
Front Matter ....Pages 1-1
 An Efficient Approach for Selection of Initial Cluster Centroids for k-means  (Manoj Kr. Gupta, Pravin Chandra)....Pages 3-13
 Bedsore Ulcer Detection Using Support Vector Machine  (Anand Upadhyay, Nida Baig, Anishka Pereira)....Pages 14-23
 Model Performance Evaluation: Sales Prediction  (Abhishek Singh, Satyajee Srivastava)....Pages 24-37
 Predicting Trends of Stock Market Using SVM: A Big Data Analytics Approach  (Sneh Kalra, Sachin Gupta, Jay Shankar Prasad)....Pages 38-48
 Hybrid Entropy Method for Large Data Set Reduction Using MLP-ANN and SVM Classifiers  ( Rashmi, Udayan Ghose)....Pages 49-63
 Android Smells Detection Using ML Algorithms with Static Code Metrics  (Aakanshi Gupta, Bharti Suri, Vishal Bhat)....Pages 64-79
 Parallel Solution to LIS Using Divide-and-Conquer Approach  (Seema Rani, Dharamveer Singh Rajpoot)....Pages 80-90
 US Air Quality Index Forecasting: A Comparative Study  (Rishipal Singh, Vanisha Singh, Nonita Sharma)....Pages 91-102
 Effect Analysis of Contrast Enhancement Techniques on Cancer Classification in Colon Histopathology Images Using Machine Learning  (Manju Dabass, Sharda Vashisth, Rekha Vig)....Pages 103-119
 A Novel Activation Function in Convolutional Neural Network for Image Classification in Deep Learning  (Ochin Sharma)....Pages 120-130
 Evaluation of Nephrology Dataset Through Deep Learning Technique  (Neha Dohare, Shelly Sachdeva)....Pages 131-139
 Prediction of Ticket Prices for Public Transport Using Linear Regression and Random Forest Regression Methods: A Practical Approach Using Machine Learning  ( Aditi, Akash Dutta, Aman Dureja, Salil Abrol, Ajay Dureja)....Pages 140-150
 Identification of Novel Drug Targets in Pathogenic Aspergillus Fumigatus: An in Silico Approach  (Reena Gupta, Chandra Shekhar Rai)....Pages 151-160
 Comparing Classifiers for Universal Steganalysis  (Ankita Gupta, Rita Chhikara, Prabha Sharma)....Pages 161-169
 Airline Prices Analysis and Prediction Using Decision Tree Regressor  (Neeraj Joshi, Gaurav Singh, Saurav Kumar, Rachna Jain, Preeti Nagrath)....Pages 170-186
 ANN Based Direct Modelling of T Type Thermocouple for Alleviating Non Linearity  (Ashu Gautam, Sherin Zafar)....Pages 187-202
 Forecasting of Literacy Rate Using Statistical and Data Mining Methods of Chhattisgarh  (Aditeya Nanda, Vishwani Sati, Shweta Bhardwaj)....Pages 203-211
 Recommendation System for Prediction of Tumour in Cells Using Machine Learning Approach  (Ankit Verma, Amar Shukla, Tanupriya Choudhury, Anshul Chauhan)....Pages 212-222
 A Novel Mobile Based Hybrid Skin Tone Classification Algorithm for Cancer Detection  (Paarth Bir, B. Balamurugan)....Pages 223-235
Front Matter ....Pages 237-237
 Detection of Lung Cancer Through Image Processing Using SVM  (Anand Upadhyay, Ankit Dubey, Ajaykumar Patel)....Pages 239-245
 Learning Vector Quantization Based Leaf Disease Detection  (Anand Upadhyay, Jyoti Singh, Rutuja Shinde)....Pages 246-253
 Towards Prediction of Energy Consumption of HVAC Plants Using Machine Learning  (Monika Goyal, Mrinal Pandey)....Pages 254-265
 Ionic Concentration and Action Potential Differences Between a Healthy and Alzheimer’s Disease Person  (Shruti Gupta, Jyotsna Singh, Kaushal Kumar)....Pages 266-277
 An Adaptive Framework for Human Psycho-Emotional Mapper Based on Controlled Stimulus Environment  (Ayan Chakraborty, Sajal Saha, R. T. Goswami)....Pages 278-287
 Implementation of Common Spatial Pattern Algorithm Using EEG in BCILAB  (Tanupriya Choudhury, Amrendra Tripathi, Bhawna Arora, Archit Aggarwal)....Pages 288-300
 A Review on Enhancement of Road Safety in Vehicular Ad-hoc Networks  (Chiranjit Dutta, Ruby Singh, Niraj Singhal)....Pages 301-310
 Intelligent Parking Using Wireless Sensor Networks: A Review  (Ruby Singh, Chiranjit Dutta, Niraj Singhal)....Pages 311-319
 Review on Computational Techniques to Identify Drug Targets from Whole Proteome of Fungi and Bacteria  (Reena Gupta, Chandra Shekhar Rai)....Pages 320-327
 Innovative Smart Hoisting Assistance  (Anjali Garg, Vibhu Mehta, Shubham Soni, Ritika Sharma, Himanshu Goyal, Divyam Sachdeva)....Pages 328-338
 Computational Hybrid Approaches for Routing and Security Optimization in Networks  (Nida Iftekhar, Sherin Zafar, Samia Khan, Siddhartha Sankar Biswas)....Pages 339-354
 An Empirical Analysis of Supply Chain Risk and Uncertainty in Manufacturing Sector to Achieve Robustness  (Surya Prakash, Gianesahwar Aggarwal, Archit Gupta, Gunjan Soni)....Pages 355-364
 Preliminary Evaluation of Navigation and Timing Capability of IRNSS/NavIC at The Northcap University  (Kartikay Saini, Pankaj, C. D. Raisy, Preeti, Sharda Vashisth, Amitava Sen Gupta)....Pages 365-374
 Artificial Intelligence Supervised Swarm UAVs for Reconnaissance  (Saatvik Awasthi, Balamurugan Balusamy, V. Porkodi)....Pages 375-388
 Using Virtual Reality as a Cost-Effective Substitute for Engineering Labs in Underdeveloped Countries  (Alalade Adesoji, Sanjay Misra, Ravin Ahuja)....Pages 389-401
 Distinctive Type of Fall Detection Methods Using Wearable Device Safety and Security of Elderly Person  (R. K. Aggrawal, Mamta Gahlan)....Pages 402-410
 Role of Fuzzy Set Theory and Kappa Coefficient in Urological Disease Diagnosis  (Sunil Singh, Navin Ram Daruka, Megha Shukla, Ashok Deshpande)....Pages 411-419
 Analyzing Balancing of Heterogeneous Load on Cluster-Based Web Server  (Praveen Kumar, Garvit Singhal, Seema Rawat)....Pages 420-432
Back Matter ....Pages 433-435