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

✍ Scribed by Mayank Singh, P.K. Gupta, Vipin Tyagi, Jan Flusser, Tuncer Ören, Rekha Kashyap

• Publisher: Springer Singapore
• Year: 2019
• Tongue: English
• Leaves: 532
• Series: Communications in Computer and Information Science 1045
• Edition: 1st ed.
• Category: Library

✦ Synopsis

This two-volume set (CCIS 1045 and CCIS 1046) constitutes the refereed proceedings of the Third International Conference on Advances in Computing and Data Sciences, ICACDS 2019, held in Ghaziabad, India, in April 2019.

The 112 full papers were carefully reviewed and selected from 621 submissions. The papers are centered around topics like advanced computing, data sciences, distributed systems organizing principles, development frameworks and environments, software verification and validation, computational complexity and cryptography, machine learning theory, database theory, probabilistic representations.

✦ Table of Contents

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

✦ Subjects

Computer Science; Data Structures, Cryptology and Information Theory; Information Systems and Communication Service; Image Processing and Computer Vision; Legal Aspects of Computing