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