Data Management, Analytics and Innovation: Proceedings of ICDMAI 2020, Volume 2

Front Matter ....Pages i-xii
Front Matter ....Pages 1-1
 Non-parametric Distance—A New Class Separability Measure  (Sayoni Roychowdhury, Aditya Basak, Saptarsi Goswami)....Pages 3-19
 Digital Transformation of Information Resource Center of an Enterprise Using Analytical Services  (Preeti Prasad Ramdasi, Aniket Kolee, Neha Sharma)....Pages 21-34
 Prediction of Stock Market Performance Based on Financial News Articles and Their Classification  (Matthias Eck, Julian Germani, Neha Sharma, Jürgen Seitz, Preeti Prasad Ramdasi)....Pages 35-44
Front Matter ....Pages 45-45
 Automatic Standardization of Data Based on Machine Learning and Natural Language Processing  (Ananya Banerjee, Kavya SreeYella, Joy Mustafi)....Pages 47-54
 Analysis of GHI Forecasting Using Seasonal ARIMA  (Aditya Kumar Barik, Sourav Malakar, Saptarsi Goswami, Bhaswati Ganguli, Sugata Sen Roy, Amlan Chakrabarti)....Pages 55-69
Front Matter ....Pages 71-71
 Scoring Algorithm Identifying Anomalous Behavior in Enterprise Network  (Sonam Sharma, Garima Makkar)....Pages 73-81
 Application of Bayesian Automated Hyperparameter Tuning on Classifiers Predicting Customer Retention in Banking Industry  (Akash Sampurnanand Pandey, K. K. Shukla)....Pages 83-100
 Quantum Machine Learning: A Review and Current Status  (Nimish Mishra, Manik Kapil, Hemant Rakesh, Amit Anand, Nilima Mishra, Aakash Warke et al.)....Pages 101-145
 Survey of Transfer Learning and a Case Study of Emotion Recognition Using Inductive Approach  (Abhinand Poosarala, R Jayashree)....Pages 147-161
 An Efficient Algorithm for Complete Linkage Clustering with a Merging Threshold  (Payel Banerjee, Amlan Chakrabarti, Tapas Kumar Ballabh)....Pages 163-178
 Analytics for In Silico Development of Inhibitors from Neem (Azadirachta Indica) Against Pantothenate Synthetase of Mycobacterium Tuberculosis  (Saurov Mahanta, Bhaskarjyoti Gogoi, Bhaben Tanti)....Pages 179-200
 A Machine Learning Model for Forecasting Wind Disasters for Farmers  (M. Iyyanar, M. Usha, C. Birundha, M. Anbuselvi, V. Haritha)....Pages 201-209
 Prediction of Most Valuable Bowlers of Indian Premier League (IPL)  (Arnab Santra, Aniket Mitra, Abhirup Sinha, Amit Kumar Das)....Pages 211-223
 Categorizing Text Documents Using Naïve Bayes, SVM and Logistic Regression  (Shubham Kumar, Anmol Gulati, Rachna Jain, Preeti Nagrath, Nitika Sharma)....Pages 225-235
 Machine Learning to Diagnose Common Diseases Based on Symptoms  (Suvasree S. Biswal, T. Amarnath, Prasanta K. Panigrahi, Nrusingh C. Biswal)....Pages 237-245
 Efficacy of Oversampling Over Machine Learning Algorithms in Case of Sentiment Analysis  (Deb Prakash Chatterjee, Sabyasachi Mukhopadhyay, Saptarsi Goswami, Prasanta K. Panigrahi)....Pages 247-260
 Study and Detection of Fake News: P2C2-Based Machine Learning Approach  (Pawan Kumar Verma, Prateek Agrawal)....Pages 261-278
 Demand Forecasting Framework for Optimum Resource Planning  (Sreeja Ashok, N. P. Amal Das, Kanu Aravind)....Pages 279-292
 Determination of Ozone Density Applying Artificial Intelligence  (Saumen Ghosh, Himadri Bhattacharyya Chakrabarty, Moheeyoshee Moitra)....Pages 293-299
 Development of LSTM Neural Network for Predicting Very Short Term Load of Smart Grid to Participate in Demand Response Program  (Surekha Deshmukh, Jayashri Satre, Miss Suruchi Sinha, Dattatray Doke)....Pages 301-311
 Answering Predictive Questions in Natural Language Based on Given Data for Forecasting  (U. Abhinand Varma, D. V. Rakesh Reddy, Prasanth Paraselli, Joy Mustafi)....Pages 313-327
 Detecting Duplicate Bi-Lingual Mash-up Question Pairs Using Siamese Multi-layer Perceptron Network  (Seema Rani, Avadhesh Kumar, Naresh Kumar)....Pages 329-338
 Glowing Window-Based Feature Extraction Technique for Object Detection  (Shalu Gupta, Y. Jayanta Singh)....Pages 339-351
 Improving Siamese Networks for One-Shot Learning Using Kernel-Based Activation Functions  (Shruti Jadon, Aditya Arcot Srinivasan)....Pages 353-367
 Prediction of Mental Disorder Using Artificial Neural Network and Psychometric Analysis  (D. D. Sapkal, Chintan Mehta, Mohit Nimgaonkar, Rohan Devasthale, Shreyas Phansalkar)....Pages 369-377
 Design Thinking for Class Imbalance Problems Using Compound Techniques  (Rajneesh Tiwari, Aritra Sen, Kaushik Dey)....Pages 379-400
 A Hybrid Graph Centrality Based Feature Selection Approach for Supervised Learning  (Abhirup Banerjee, Saptarsi Goswami, Amit Kumar Das)....Pages 401-419
 Modeling Earthquake Damage Grade Level Prediction Using Machine Learning and Deep Learning Techniques  (Sai Dhanuj Nukala, Vipul Kumar Mishra, Gopala Krishna Murthy Nookala)....Pages 421-433
 Comparative Study of Machine Learning Models to Classify Gene Variants of ClinVar  (V. Venkata Durga Kiran, Sasumana Vinay Kumar, Suresh B. Mudunuri, Gopala Krishna Murthy Nookala)....Pages 435-443
 Bio-Molecular Event Extraction Using Classifier Ensemble-of-Ensemble Technique  (Manish Bali, P. V. R. Murthy)....Pages 445-462