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edition: 1st ed. Authors: Usha Batra, Nihar Ranjan Roy, Brajendra Panda serie: Communications in Computer and Information Science 1229 ISBN : 9789811558269, 9789811558276 publisher: Springer Singapore;Springer publish year: 2020 pages: 453 language: English ebook format : PDF (It will be converted to PDF, EPUB OR AZW3 if requested by the user) file size: 72 MB
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