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Advanced Machine Learning Technologies and Applications

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Cover of 'Advanced Machine Learning Technologies and Applications'

Table of Contents

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    Book Overview
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    Chapter 1 Rough Sets-Based Machine Learning over Non-deterministic Data: A Brief Survey
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    Chapter 2 A Role of (Not) Crisp Discernibility in Rough Set Approach to Numeric Feature Selection
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    Chapter 3 Learning a Table from a Table with Non-deterministic Information: A Perspective
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    Chapter 4 Parameterised Fuzzy Petri Nets for Approximate Reasoning in Decision Support Systems
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    Chapter 5 New Method for Finding Rules in Incomplete and Distributed Information Systems Controlled by Reducts
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    Chapter 6 Rough Sets-Based Rules Generation Approach: A Hepatitis C Virus Data Sets
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    Chapter 7 Mammogram Segmentation Using Rough k-Means and Mass Lesion Classification with Artificial Neural Network
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    Chapter 8 Automatic Color Image Segmentation Based on Illumination Invariant and Superpixelization
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    Chapter 9 CBARS: Cluster Based Classification for Activity Recognition Systems
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    Chapter 10 Wavelet Based Statistical Adapted Local Binary Patterns for Recognizing Avatar Faces
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    Chapter 11 Solving Avatar Captchas Automatically
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    Chapter 12 Comparative Analysis of Image Fusion Techniques in Remote Sensing
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    Chapter 13 Density Based Fuzzy Thresholding for Image Segmentation
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    Chapter 14 Subjectivity and Sentiment Analysis of Arabic: A Survey
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    Chapter 15 Support Vector Machine Approach for Detecting Events in Video Streams
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    Chapter 16 Study of Feature Categories for Musical Instrument Recognition
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    Chapter 17 Towards a Characterization of Musical Timbre Based on Chroma Contours
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    Chapter 18 Augmenting Interaction Possibilities between People with Mobility Impairments and Their Surrounding Environment
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    Chapter 19 A Genetic-CBR Approach for Cross-Document Relationship Identification
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    Chapter 20 Improved Action Recognition Using an Efficient Boosting Method
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    Chapter 21 Towards Smart Egypt – The Role of Large Scale WSNs
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    Chapter 22 Arabic Sign Language Recognition System Based on Adaptive Pulse-Coupled Neural Network
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    Chapter 23 Surface Mining Signal Discrimination Using Landsat TM Sensor: An Empirical Approach
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    Chapter 24 Design Space Exploration for High Availability drFPGA Based Embedded Systems
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    Chapter 25 LWDOSM: Language for Writing Descriptors of Outline Shape of Molecules
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    Chapter 26 Web Service Based Approach for Viral Hepatitis Ontology Sharing and Diagnosing
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    Chapter 27 Analysis of Scintigraphic Renal Dynamic Studies: An Image Processing Tool for the Clinician and Researcher
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    Chapter 28 Combining Multiple Individual Clusterings of Chemical Structures Using Cluster-Based Similarity Partitioning Algorithm
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    Chapter 29 SampleBoost for Capsule Endoscopy Categorization and Abnormality Detection
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    Chapter 30 Advanced Parallel Genetic Algorithm with Gene Matrix for Global Optimization
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    Chapter 31 Combining Multiple K-Means Clusterings of Chemical Structures Using Cluster-Based Similarity Partitioning Algorithm
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    Chapter 32 Soft Flexible Overlapping Biclustering Utilizing Hybrid Search Strategies
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    Chapter 33 Semi-possibilistic Biclustering Applied to Discrete and Continuous Data
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    Chapter 34 A Comparative Study of Localization Algorithms in WSNs
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    Chapter 35 Sentiment Classification Using Graph Based Word Sense Disambigution
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    Chapter 36 Test Cases Automatic Generator (TCAG): A Prototype
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    Chapter 37 Support Vector Machines with Weighted Powered Kernels for Data Classification
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    Chapter 38 Named Entity Based Document Similarity with SVM-Based Re-ranking for Entity Linking
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    Chapter 39 Cloud Model—A Bidirectional Cognition Model between Concept’s Extension and Intension
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    Chapter 40 An Enhanced Cloud-Based View Materialization Approach for Peer-to-Peer Architecture
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    Chapter 41 An Enhanced Resource Allocation Approach for Optimizing Sub Query on Cloud
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    Chapter 42 Food Recommendation Using Ontology and Heuristics
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    Chapter 43 A Population Based Feature Subset Selection Algorithm Guided by Fuzzy Feature Dependency
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    Chapter 44 Adapting Voting Techniques for Online Forum Thread Retrieval
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    Chapter 45 On the Use of Data Mining Techniques in Vehicular Ad Hoc Network
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    Chapter 46 Comparative Study of Data Quality Dimensions for Data Warehouse Development: A Survey
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    Chapter 47 A General Framework for Measuring Information and Communication Technology Investment
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    Chapter 48 Learning and Applying Range Adaptation Rules in Case-Based Reasoning Systems
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    Chapter 49 Integration of Neural Network Preprocessing Model for OMI Aerosol Optical Depth Data Assimilation
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    Chapter 50 Initial Study of the Content Authentication on Digital Preservation of Cultural Institutions
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    Chapter 51 Advanced Encryption Standard Algorithm: Issues and Implementation Aspects
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    Chapter 52 Machine Learning Techniques for Fingerprint Identification: A Short Review
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    Chapter 53 A Novel Watermarking Approach for Data Integrity and Non-repudiation in Rational Databases
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    Chapter 54 Fuzzy Semantic Plagiarism Detection
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    Chapter 55 Development of Malaysian Digital Forensics Investigator Competency Identification Methods
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    Chapter 56 A Holistic Approach to Duplicate Publication and Plagiarism Detection Using Probabilistic Ontologies
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    Chapter 57 Novel Binary Search Algorithm for Fast Tag Detection in Robust and Secure RFID Systems
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    Chapter 58 A New Dynamic Hash Algorithm in Digital Signature
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    Chapter 59 Design of Adaptive IDS with Regulated Retraining Approach
Overall attention for this book and its chapters
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Citations

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Title
Advanced Machine Learning Technologies and Applications
Published by
Springer, January 2012
DOI 10.1007/978-3-642-35326-0
ISBNs
978-3-64-235325-3, 978-3-64-235326-0
Authors

Aboul Ella Hassanien, Abdel-Badeeh M. Salem, Rabie Ramadan, Tai-hoon Kim, Hassanien, Aboul Ella, Salem, Abdel-Badeeh M, Ramadan, Rabie, Kim, Tai-hoon

Editors

Aboul Ella Hassanien, Abdel-Badeeh M. Salem, Rabie Ramadan, Tai-hoon Kim

X Demographics

X Demographics

The data shown below were collected from the profiles of 2 X users 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 57 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 57 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 7 12%
Student > Master 3 5%
Student > Doctoral Student 2 4%
Student > Bachelor 2 4%
Other 2 4%
Other 6 11%
Unknown 35 61%
Readers by discipline Count As %
Computer Science 13 23%
Engineering 6 11%
Business, Management and Accounting 1 2%
Unknown 37 65%