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Advances in Information and Communication

Overview of attention for book
Cover of 'Advances in Information and Communication'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 Comparative Study on Swarm Based Algorithms for Feature Reduction in Twitter Sentiment Analysis on Figurative Language
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    Chapter 2 Statistical Analysis of the Effects of Institutions on the Economic Growth of France in Recent Years
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    Chapter 3 A Taxonomy of Social Engineering Defense Mechanisms
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    Chapter 4 A Trust Framework for the Collection of Reliable Crowd-Sourced Data
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    Chapter 5 Sentiment Analysis for University Students’ Feedback
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    Chapter 6 Development of Waste Collection Model Using Mobile Phone Data: A Case Study in Latvia
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    Chapter 7 Artificial Social Intelligence: Hotel Rate Prediction
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    Chapter 8 New Metric Based on SQuAD for Evaluating Accuracy of Enterprise Search Algorithms
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    Chapter 9 Case-Based Generation of Regulatory Documents and Their Semantic Relatedness
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    Chapter 10 A Comparative Evaluation of Preprocessing Techniques for Short Texts in Spanish
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    Chapter 11 Automatic Visual Recommendation for Data Science and Analytics
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    Chapter 12 A Novel Recommender System for Healthy Grocery Shopping
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    Chapter 13 Using Topic Modelling to Correlate a Research Institution’s Outputs with Its Goals
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    Chapter 14 Long Period Re-identification Approach to Improving the Quality of Education: A Preliminary Study
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    Chapter 15 A Quantum Annealing-Based Approach to Extreme Clustering
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    Chapter 16 Clustering and Classification to Evaluate Data Reduction via Johnson-Lindenstrauss Transform
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    Chapter 17 Application of Statistical Learning in Ferro-Titanium Industry
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    Chapter 18 Assessing the Effectiveness of Topic Modeling Algorithms in Discovering Generic Label with Description
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    Chapter 19 BeagleTM: An Adaptable Text Mining Method for Relationship Discovery in Literature
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    Chapter 20 Comparison of Imputation Methods for Missing Values in Air Pollution Data: Case Study on Sydney Air Quality Index
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    Chapter 21 BERT Feature Based Model for Predicting the Helpfulness Scores of Online Customers Reviews
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    Chapter 22 Evaluating Taxonomic Relationships Using Semantic Similarity Measures on Sensor Domain Ontologies
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    Chapter 23 Trained Synthetic Features in Boosted Decision Trees with an Application to Polish Bankruptcy Data
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    Chapter 24 UI Design Patterns for Flight Reservation Websites
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    Chapter 25 Conceptual Model for Challenges and Succession Opportunities for Virtual Project Teams in the GCC
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    Chapter 26 Virtual Construction: Interactive Tools for Collaboration in Virtual Reality
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    Chapter 27 Implementing Material Changes in Augmented Environments
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    Chapter 28 Using Activity Theory and Task Structure Charts to Model Patient-Introduced Online Health Information into the Family Physician/Patient Examination Process
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    Chapter 29 Naming Anonymous Processes Using an Optimal Number of Test-and-Set Registers
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    Chapter 30 Development Trends of Information Technology Industry in Armenia
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    Chapter 31 A Study on the Inspection of Fundus Retinal Picture
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    Chapter 32 Accelerating Block-Circulant Matrix-Based Neural Network Layer on a General Purpose Computing Platform: A Design Guideline
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    Chapter 33 Energy Aware Next Fit Allocation Approach for Placement of VMs in Cloud Computing Environment
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    Chapter 34 Multi-user Expert System for Operation and Maintenance in Energized Lines
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    Chapter 35 The Repeatability of Human Swarms
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    Chapter 36 A Two-Stage Machine Learning Approach to Forecast the Lifetime of Movies in a Multiplex
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    Chapter 37 A Cost-Reducing Partial Labeling Estimator in Text Classification Problem
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    Chapter 38 Unsupervised Cross-Lingual Mapping for Phrase Embedding Spaces
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    Chapter 39 Sidecar: Augmenting Word Embedding Models with Expert Knowledge
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    Chapter 40 Performance Analysis of Support Vector Regression Machine Models in Day-Ahead Load Forecasting
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    Chapter 41 Ecommerce Fraud Detection Through Fraud Islands and Multi-layer Machine Learning Model
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    Chapter 42 Automated Drug Suggestion Using Machine Learning
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    Chapter 43 Conditional Random Fields Based on Weighted Feature Difference Potential for Remote Sensing Image Classification
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    Chapter 44 Feature Selection Using Flower Pollination Optimization to Diagnose Lung Cancer from CT Images
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    Chapter 45 Detecting Cyberbullying in Social Commentary Using Supervised Machine Learning
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    Chapter 46 Predicting the Risk Factor for Developing Chronic Kidney Disease Using a 3-Stage Prediction Model
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    Chapter 47 Classification of Diabetic Retinopathy and Retinal Vein Occlusion in Human Eye Fundus Images by Transfer Learning
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    Chapter 48 Crop Monitoring Agent System Based on Pattern Recognition Techniques
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    Chapter 49 Small Ship Detection on Optical Satellite Imagery with YOLO and YOLT
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    Chapter 50 A Text Classification Model to Identify Performance Bonds Requirement in Public Bidding Notices
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    Chapter 51 Estimating the Time-Lapse Between Medical Insurance Reimbursement with Non-parametric Regression Models
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    Chapter 52 CAMLPAD: Cybersecurity Autonomous Machine Learning Platform for Anomaly Detection
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    Chapter 53 A Holistic Approach for Detecting DDoS Attacks by Using Ensemble Unsupervised Machine Learning
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    Chapter 54 Moving Towards Open Set Incremental Learning: Readily Discovering New Authors
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    Chapter 55 Automatic Modulation Classification Using Induced Class Hierarchies and Deep Learning
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    Chapter 56 Using Digital Image Processing to Characterize Flocculation of Papermaking Wastewater
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    Chapter 57 Detection of Anomalous Gait as Forensic Gait in Residential Units Using Pre-trained Convolution Neural Networks
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    Chapter 58 Occluded Traffic Signs Recognition
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    Chapter 59 Consumer Use Pattern and Evaluation of Social Media Based Consumer Information Source
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    Chapter 60 Hardware-Software Implementation of a McEliece Cryptosystem for Post-quantum Cryptography
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    Chapter 61 Design of Ride Sharing Service “ZOUGAME” in Neighborhood Community
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    Chapter 62 Deep Learning Based Face Recognition Application with Augmented Reality Devices
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    Chapter 63 e-Canteen for the Smart Campus Application
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    Chapter 64 Voluntary Information and Knowledge “Hiding” in a Conservative Community and Its Consequences: The Case of the Ultra-orthodox in Israel
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    Chapter 65 Emoji Prediction: A Transfer Learning Approach
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    Chapter 66 On the Emerging Area of Biocybersecurity and Relevant Considerations
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    Chapter 67 The Impact of an Online Course of Inclusive Physical Education on Teachers’ Skills and Knowledge
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    Chapter 68 5G Service and Discourses on Hyper-connected Society in South Korea: Text Mining of Online News
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    Chapter 69 A Digital Diagnostic Aide for Skincare: The Role of Computer Vision and Machine Learning in Revealing Skin Texture Changes
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    Chapter 70 Deep-Learned Artificial Intelligence for Semantic Communication and Data Co-processing
Attention for Chapter 47: Classification of Diabetic Retinopathy and Retinal Vein Occlusion in Human Eye Fundus Images by Transfer Learning
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Chapter title
Classification of Diabetic Retinopathy and Retinal Vein Occlusion in Human Eye Fundus Images by Transfer Learning
Chapter number 47
Book title
Advances in Information and Communication
Published by
Springer, Cham, March 2020
DOI 10.1007/978-3-030-39442-4_47
Book ISBNs
978-3-03-039441-7, 978-3-03-039442-4
Authors

Ali Usman, Aslam Muhammad, A. M. Martinez-Enriquez, Adrees Muhammad, Usman, Ali, Muhammad, Aslam, Martinez-Enriquez, A. M., Muhammad, Adrees

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The data shown below were collected from the profile of 1 X user who shared this research output. Click here to find out more about how the information was compiled.
 Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 2 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 2 100%

Demographic breakdown

Readers by professional status Count As %
Unspecified 1 50%
Student > Ph. D. Student 1 50%
Readers by discipline Count As %
Unspecified 1 50%
Computer Science 1 50%

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