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Emerging Technologies in Data Mining and Information Security

Overview of attention for book
Cover of 'Emerging Technologies in Data Mining and Information Security'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 Sentiment Analysis of Tweet Data: The Study of Sentimental State of Human from Tweet Text
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    Chapter 2 Data Analytic Techniques with Hardware-Based Encryption for High-Profile Dataset
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    Chapter 3 Exploring Student Migration in Rural Region of Bangladesh
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    Chapter 4 Analysis on Lightning News and Correlation with Lightning Imaging Sensor (LIS) Data
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    Chapter 5 A Computational Approach for Project Work Performance Analysis Based on Online Collaborative Data
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    Chapter 6 Design of Business Canvas Model for Social Media
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    Chapter 7 Horticultural Approach for Detection, Categorization and Enumeration of On Plant Oval Shaped Fruits
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    Chapter 8 A Novel Deterministic Framework for Non-probabilistic Recommender Systems
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    Chapter 9 EEG Signal Analysis Using Different Clustering Techniques
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    Chapter 10 Automatic Geospatial Objects Classification from Satellite Images
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    Chapter 11 RAiTA: Recommending Accepted Answer Using Textual Metadata
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    Chapter 12 LIUBoost: Locality Informed Under-Boosting for Imbalanced Data Classification
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    Chapter 13 Comparative Study of Different Ensemble Compositions in EEG Signal Classification Problem
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    Chapter 14 Improving Quality of Fruits Picked in Orchards Using Mahalanobis Distance Based Model
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    Chapter 15 Viable Crop Prediction Scenario in BigData Using a Novel Approach
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    Chapter 16 A Graph Based Approach on Extractive Summarization
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    Chapter 17 Targeted Marketing and Market Share Analysis on POS Payment Data Using DW and OLAP
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    Chapter 18 Promises and Challenges of Big Data in a Data-Driven World
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    Chapter 19 Accelerating Pairwise Sequence Alignment Algorithm by MapReduce Technique for Next-Generation Sequencing (NGS) Data Analysis
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    Chapter 20 Entity Resolution in Online Multiple Social Networks (@Facebook and LinkedIn)
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    Chapter 21 Big Data Approach for Epidemiology and Prevention of HIV/AIDS
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    Chapter 22 A Survey on Local Market Analysis for a Successful Restaurant Yield
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    Chapter 23 Context Dependency Relation Extraction Using Modified Evolutionary Algorithm Based on Web Mining
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    Chapter 24 NoSQL Overview and Performance Testing of HBase Over Multiple Nodes with MySQL
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    Chapter 25 NO SQL Approach for Handling Bioinformatics Data Using MongoDB
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    Chapter 26 Thunderstorm Characteristics Over the Northeastern Region (NER) of India During the Pre-monsoon Season, 2011 Using Geosynchronous Satellite Data
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    Chapter 27 A Novel Approach to Spam Filtering Using Semantic Based Naive Bayesian Classifier in Text Analytics
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    Chapter 28 A Proposed Approach for Improving Hadoop Performance for Handling Small Files
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    Chapter 29 To Ameliorate Classification Accuracy Using Ensemble Vote Approach and Base Classifiers
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    Chapter 30 Big Data Ecosystem: Review on Architectural Evolution
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    Chapter 31 A Comparative Study of Local Outlier Factor Algorithms for Outliers Detection in Data Streams
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    Chapter 32 Context Level Entity Extraction Using Text Analytics with Big Data Tools
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    Chapter 33 A Novel Hybrid Approach for Time Series Data Forecasting Using Moving Average Filter and ARIMA-SVM
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    Chapter 34 Social Network Analysis with Collaborative Learning: A Review
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    Chapter 35 Frequent Subpatterns Distribution in Social Network Analysis
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    Chapter 36 Big Data Real-Time Storytelling with Self-service Visualization
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    Chapter 37 Informative Gene Selection Using Clustering and Gene Ontology
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    Chapter 38 Identifying Categorical Terms Based on Latent Dirichlet Allocation for Email Categorization
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    Chapter 39 The Role of Social Media in Crisis Situation Management: A Survey
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    Chapter 40 Subset Significance Threshold: An Effective Constraint Variable for Mining Significant Closed Frequent Itemsets
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    Chapter 41 An Automated Method for Power Line Points Detection from Terrestrial LiDAR Data
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    Chapter 42 Stochastic Petri Net Based Modeling for Analyzing Dependability of Big Data Storage System
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    Chapter 43 Sachetan: A Crowdsource-Based Personal Safety Application
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    Chapter 44 Cyberbullying and Self-harm in Adolescence, an Assessment of Detection, Prevention, and Recovery from Forum
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    Chapter 45 Visual Verification and Analysis of Outliers Using Optimal Outlier Detection Result by Choosing Proper Algorithm and Parameter
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    Chapter 46 Identification of the Recurrence of Breast Cancer by Discriminant Analysis
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    Chapter 47 Automatic Multi-class Classification of Beetle Pest Using Statistical Feature Extraction and Support Vector Machine
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    Chapter 48 Probabilistic Dimension Reduction Method for Privacy Preserving Data Clustering
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    Chapter 49 Spam Detection in SMS Based on Feature Selection Techniques
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    Chapter 50 Recent Trends of Data Mining in Cloud Computing
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    Chapter 51 Impact of Data Mining Techniques in Predictive Modeling: A Case Study
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    Chapter 52 Distortion-Based Privacy-Preserved Association Rules Mining Without Side Effects Using Closed Itemsets
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    Chapter 53 A Data Warehouse Based Schema Design on Decision-Making in Loan Disbursement for Indian Advance Sector
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    Chapter 54 Analysis and Design of an Efficient Temporal Data Mining Model for the Indian Stock Market
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    Chapter 55 Shilling Attack Detection in Recommender System Using PCA and SVM
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    Chapter 56 A Hybrid Clustering Algorithm Based on Kmeans and Ant Lion Optimization
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    Chapter 57 Flight Arrival Delay Prediction Using Gradient Boosting Classifier
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    Chapter 58 The Prediction of Traffic Flow with Regression Analysis
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    Chapter 59 SBi-MSREimpute: A Sequential Biclustering Technique Based on Mean Squared Residue and Euclidean Distance to Predict Missing Values in Microarray Gene Expression Data
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    Chapter 60 FTD Tree Based Classification Model for Alzheimer’s Disease Prediction
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    Chapter 61 Data Mining in Frequent Pattern Matching Using Improved Apriori Algorithm
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    Chapter 62 A Model for Predicting Outfit Sales: Using Data Mining Methods
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    Chapter 63 A Novel Feature Selection Technique for Text Classification
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    Chapter 64 Prediction of Death Rate Using Regression Analysis
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    Chapter 65 An Investigative Prolegomenon on Various Clustering Strategies, Their Resolution, and Future Direction Towards Wireless Sensor Systems
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    Chapter 66 A Comparison Study of Temporal Signature Mining Over Traditional Data Mining Techniques to Detect Network Intrusion
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    Chapter 67 An Optimized Random Forest Classifier for Diabetes Mellitus
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    Chapter 68 Development of Cardiac Disease Classifier Using Rough Set Decision System
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    Chapter 69 Decision Support System for Prediction of Occupational Accident: A Case Study from a Steel Plant
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    Chapter 70 Community Detection Based Tweet Summarization
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    Chapter 71 Heart Diseases Prediction System Using CHC-TSS Evolutionary, KNN, and Decision Tree Classification Algorithm
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    Chapter 72 Electrofacies Analysis of Well Log Data Using Data Mining Algorithm: A Case Study
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    Chapter 73 A Dynamic Spatial Fuzzy C-Means Clustering-Based Medical Image Segmentation
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    Chapter 74 Text-Based Emotion Analysis: Feature Selection Techniques and Approaches
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    Chapter 75 Community Detection Methods in Social Network Analysis
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    Chapter 76 Summarizing Microblogs During Emergency Events: A Comparison of Extractive Summarization Algorithms
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    Chapter 77 A Comparative Study on Cluster Analysis of Microblogging Data
Overall attention for this book and its chapters
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Citations

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Title
Emerging Technologies in Data Mining and Information Security
Published by
Springer Singapore, September 2018
DOI 10.1007/978-981-13-1498-8
ISBNs
978-9-81-131497-1, 978-9-81-131498-8
Editors

Abraham, Ajith, Dutta, Paramartha, Mandal, Jyotsna Kumar, Bhattacharya, Abhishek, Dutta, Soumi

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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 101 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 101 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 1 <1%
Unknown 100 99%
Readers by discipline Count As %
Engineering 1 <1%
Unknown 100 99%

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