Advances in Computing and Data Sciences: Third International Conference, ICACDS 2019, Ghaziabad, India, April 12–13, 2019, Revised Selected Papers, Part I

Front Matter ....Pages i-xx
Front Matter ....Pages 1-1
 Comparative Analysis of Cognitive Neurodynamics on AMIGOS Dataset Versus Prepared Dataset  (Rubleen Kaur, Rupali Gill, Jaiteg Singh)....Pages 3-12
 Business Forecasting in the Light of Statistical Approaches and Machine Learning Classifiers  (Prasun Chakrabarti, Biswajit Satpathy, Siddhant Bane, Tulika Chakrabarti, Narendra S. Chaudhuri, Pierluigi Siano)....Pages 13-21
 Real Time Prediction of American Sign Language Using Convolutional Neural Networks  (Shobhit Sinha, Siddhartha Singh, Sumanu Rawat, Aman Chopra)....Pages 22-31
 Hybridization of Fuzzy Min-Max Neural Networks with kNN for Enhanced Pattern Classification  (Anil Kumar, P. S. V. S. Sai Prasad)....Pages 32-44
 Individualized Patient-Centered Type 2 Diabetes Recommender System  (Nishat Afreen, Shrey Singh, Sanjay Kumar)....Pages 45-54
 CAD Data Computing for Component Type Realization and Assembly Sequence Generation  (Umeshchandra Mane, Venkatesh Jonnalagedda, Balaji Dabade)....Pages 55-63
 Methods to Distinguish Photorealistic Computer Generated Images from Photographic Images: A Review  (Kunj Bihari Meena, Vipin Tyagi)....Pages 64-82
 A Novel Approach for Automatic Diagnosis of Skin Carcinoma from Dermoscopic Images Using Parallel Deep Residual Networks  (Rahul Sarkar, Chandra Churh Chatterjee, Animesh Hazra)....Pages 83-94
 Identification of Various Neurological Disorders Using EEG Signals  (Aarti Sharma, J. K. Rai, R. P. Tewari)....Pages 95-103
 Neural Networks Based Cancer Classification Model Using CT-PET Fused Images  (S. Srimathi, G. Yamuna, R. Nanmaran)....Pages 104-116
 A Deep Learning Approach to Speech Recognition of Digits  (Gagan Gopinath, Joel Kiran Kumar, Nirmit Shetty, S. S. Shylaja)....Pages 117-126
 An Architecture for Analysis of Mobile Botnet Detection Using Machine Learning  (Ashok Patade, Narendra Shekokar)....Pages 127-139
 Thyroid Prediction Using Machine Learning Techniques  (Sagar Raisinghani, Rahul Shamdasani, Mahima Motwani, Amit Bahreja, Priya Raghavan Nair Lalitha)....Pages 140-150
 An Iterative Scheme for a Class of Fractional Order Perturbed Differential Equations  (Rupsha Roy, Kotapally Harish Kumar)....Pages 151-163
 A Novel Algorithm to Compute Stable Groups in Signed Social Networks  (Lakshmi Satya Vani Narayanam, Satish V. Motammanavar)....Pages 164-176
 Deep Convolution Neural Network Based Denoiser for Mammographic Images  (Gurprem Singh, Ajay Mittal, Naveen Aggarwal)....Pages 177-187
 Detection of Brain Tumor Using Machine Learning Approach  (Chadha Megha, Jain Sushma)....Pages 188-196
 Fuzzy Petri Net Representation of Fuzzy Production Propositions of a Rule Based System  (Sakshi Gupta, Sunita Kumawat, Gajendra Pratap Singh)....Pages 197-210
 Fraud Detection in Medical Insurance Claim with Privacy Preserving Data Publishing in TLS-N Using Blockchain  (Thanusree Mohan, K. Praveen)....Pages 211-220
 MR Brain Image Tumor Classification via Kernel SVM with Different Preprocessing Techniques  (Asmita Dixit, Aparajita Nanda)....Pages 221-230
 Attribute-Based Deterministic Access Control Mechanism (AB-DACM) for Securing Communication in Internet of Smart Health Care Things  (Ankur Lohachab, Ajay Jangra)....Pages 231-243
 An Enhanced Genetic Virtual Machine Load Balancing Algorithm for Data Center  (Mala Yadav, Jay Shankar Prasad)....Pages 244-253
 A Study of Deep Learning Methods for Mitotic Cell Detection Towards Breast Cancer Diagnosis  (S. Kaushik, S. Vijaya Raghavan, B. Sivaselvan)....Pages 254-263
 Hybrid Approaches for Brain Tumor Detection in MR Images  (Prabhjot Kaur Chahal, Shreelekha Pandey, Shivani Goel)....Pages 264-274
 SeLF: A Deep Neural Network Based Multimodal Sequential Late Fusion Approach for Human Emotion Recognition  (Anitha Modi, Priyanka Sharma)....Pages 275-283
 Animal-Vehicle Collision Mitigation Using Deep Learning in Driver Assistance Systems  (Mudit Goswami, V. Prem Prakash, Dhruv Goswami)....Pages 284-295
 Classification of Parkinson’s Disease Using Various Machine Learning Techniques  (Tamanna Sood, Padmavati Khandnor)....Pages 296-311
 Detection of Malignant Melanoma Using Deep Learning  (Savy Gulati, Rosepreet Kaur Bhogal)....Pages 312-325
 SARPS: Sentiment Analysis of Review(S) Posted on Social Network  ( Sumedha, Rahul Johari)....Pages 326-337
 Impact of Feature Extraction Techniques on a CBIR System  (Ghanshyam Raghuwanshi, Vipin Tyagi)....Pages 338-348
 Convolutional Feature Extraction and Neural Arithmetic Logic Units for Stock Prediction  (Shangeth Rajaa, Jajati Keshari Sahoo)....Pages 349-359
 VMProtector: Malign Process Detection for Protecting Virtual Machines in Cloud Environment  (Preeti Mishra, Akash Negi, E. S. Pilli, R. C. Joshi)....Pages 360-369
 Comparative Analysis of Ensemble Methods for Classification of Android Malicious Applications  (Meghna Dhalaria, Ekta Gandotra, Suman Saha)....Pages 370-380
 Risk Analysis for Long-Term Stock Market Trend Prediction  (Rounak Bose, Amit Das, Jayanta Poray, Supratim Bhattacharya)....Pages 381-391
 Evaluating Accessibility and Usability of Airline Websites  (Gaurav Agrawal, Devendra Kumar, Mayank Singh, Diksha Dani)....Pages 392-402
 Amazon Reviews as Corpus for Sentiment Analysis Using Machine Learning  (Akhila Ravi, Akash Raj Khettry, Sneha Yelandur Sethumadhavachar)....Pages 403-411
 Blockchain for the Internet of Vehicles  (R. Ramaguru, M. Sindhu, M. Sethumadhavan)....Pages 412-423
 Implementation of Smart Indoor Agriculture System and Predictive Analysis  (Md. Salah Uddin, Md. Asaduzzaman, Rafia Farzana, Md. Samaun Hasan, Mizanur Rahman, Shaikh Muhammad Allayear)....Pages 424-435
 Data Dimensionality Reduction (DDR) Scheme for Intrusion Detection System Using Ensemble and Standalone Classifiers  (Ashu Bansal, Sanmeet Kaur)....Pages 436-451
 Short Term Forecasting of Agriculture Commodity Price by Using ARIMA: Based on Indian Market  (Anil KumarMahto, Ranjit Biswas, M. Afshar Alam)....Pages 452-461
 Recent Research on Data Analytics Techniques for Internet of Things  (Chetna Dabas)....Pages 462-476
 Information Delivery System for Early Forest Fire Detection Using Internet of Things  (Ravi Tomar, Rahul Tiwari, Sarishma)....Pages 477-486
 An Experimental Analysis of Similarity Measures Effect for Identification of Software Component Composition of Services Based on Use-Cases  (Amit Kumar Srivastava, Shishir Kumar)....Pages 487-499
 Quantitative Analysis of Drinking Water Quality for Long Term Water Borne Diseases  (Kamidi Prasanth, Sabbi Vamshi Krishna, Sanniti Rama Krishna, Kondapalli Jayaram Kumar)....Pages 500-508
Back Matter ....Pages 509-512