Progress in Advanced Computing and Intelligent Engineering: Proceedings of ICACIE 2019, Volume 2 Chhabi Rani Panigrahi 9811563535 9789811563539

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Product details:

• ISBN 10: 9811563535
• ISBN 13: 9789811563539
• Author: Chhabi Rani Panigrahi

This book features high-quality research papers presented at the 4th International Conference on Advanced Computing and Intelligent Engineering (ICACIE 2019), Department of Computer Science, Rama Devi Women’s University, Bhubaneswar, Odisha, India. It includes sections describing technical advances and contemporary research in the fields of advanced computing and intelligent engineering, which are based on the presented articles. Intended for postgraduate students and researchers working in the discipline of computer science and engineering, the book also appeals to researchers in the domain of electronics as it covers hardware technologies and future communication technologies.

Table of contents:

1. Part I. Advanced Machine Learning Applications
2. Prediction of Depression Using EEG: A Comparative Study
3. Prediction of Stroke Risk Factors for Better Pre-emptive Healthcare: A Public-Survey-Based Approach
4. Language Identification—A Supportive Tool for Multilingual ASR in Indian Perspective
5. Ensemble Methods to Predict the Locality Scope of Indian and Hungarian Students for the Real Time: Preliminary Results
6. Automatic Detection and Classification of Tomato Pests Using Support Vector Machine Based on HOG and LBP Feature Extraction Technique
7. Poly Scale Space Technique for Feature Extraction in Lip Reading: A New Strategy
8. Machine Learning Methods for Vehicle Positioning in Vehicular Ad-Hoc Networks
9. Effectiveness of Swarm-Based Metaheuristic Algorithm in Data Classification Using Pi-Sigma Higher Order Neural Network
10. Deep Learning for Cover Song Apperception
11. SVM-Based Drivers Drowsiness Detection Using Machine Learning and Image Processing Techniques
12. Fusion of Artificial Intelligence for Multidisciplinary Optimization: Skidding Track—Case Study
13. A Single Document Assamese Text Summarization Using a Combination of Statistical Features and Assamese WordNet
14. SVM and Ensemble-SVM in EEG-Based Person Identification
15. A Self-Acting Mechanism to Engender Highlights of a Tennis Game
16. Performance Evaluation of RF and SVM for Sugarcane Classification Using Sentinel-2 NDVI Time-Series
17. Classification of Nucleotides Using Memetic Algorithms and Computational Methods
18. A Novel Approach to Detect Emergency Using Machine Learning
19. Part II. Data Mining Applications and Sentiment Analysis
20. A Novel Approach Based on Associative Rule Mining Technique for Multi-label Classification (ARM-MLC)
21. Multilevel Neuron Model Construction Related to Structural Brain Changes Using Hypergraph
22. AEDBSCAN—Adaptive Epsilon Density-Based Spatial Clustering of Applications with Noise
23. Impact of Prerequisite Subjects on Academic Performance Using Association Rule Mining
24. A Supervised Approach to Aspect Term Extraction Using Minimal Robust Features for Sentiment Analysis
25. Correlation of Visual Perceptions and Extraction of Visual Articulators for Kannada Lip Reading
26. Automatic Short Answer Grading Using Corpus-Based Semantic Similarity Measurements
27. A Productive Review on Sentimental Analysis for High Classification Rates
28. A Novel Approach to Optimize Deep Neural Network Architectures
29. Effective Identification and Prediction of Breast Cancer Gene Using Volterra Based LMS/F Adaptive Filter
30. Architecture of Proposed Secured Crypto-Hybrid Algorithm (SCHA) for Security and Privacy Issues in Data Mining
31. A Technique to Classify Sugarcane Crop from Sentinel-2 Satellite Imagery Using U-Net Architecture
32. Performance Analysis of Recursive Rule Extraction Algorithms for Disease Prediction
33. Extraction of Relation Between Attributes and Class in Breast Cancer Data Using Rule Mining Techniques
34. Recent Challenges in Recommender Systems: A Survey
35. Framework to Detect NPK Deficiency in Maize Plants Using CNN
36. Stacked Denoising Autoencoder: A Learning-Based Algorithm for the Reconstruction of Handwritten Digits
37. An Unsupervised Technique to Generate Summaries from Opinionated Review Documents
38. Scaled Document Clustering and Word Cloud-Based Summarization on Hindi Corpus
39. Part III. Big Data Analytics, Cloud and IoT
40. Rough Set Classifications and Performance Analysis in Medical Health Care
41. IoT-Based Modeling of Electronic Healthcare System Through Connected Environment
42. SEHS: Solar Energy Harvesting System for IoT Edge Node Devices
43. An IoT-Based Smart Parking System Using Thingspeak
44. Techniques for Preserving Privacy in Data Mining for Cloud Storage: A Survey
45. A QoS Aware Binary Salp Swarm Algorithm for Effective Task Scheduling in Cloud Computing
46. An Efficient Emergency Management System Using NSGA-II Optimization Technique
47. Load Balancing Using Firefly Approach

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