Advanced Machine Learning Technologies and Applications: First International Conference, AMLTA 2012, Cairo, Egypt, December 8-10, 2012. Proceedings

Front Matter....Pages -
Front Matter....Pages 1-1
Rough Sets-Based Machine Learning over Non-deterministic Data: A Brief Survey....Pages 3-12
A Role of (Not) Crisp Discernibility in Rough Set Approach to Numeric Feature Selection....Pages 13-23
Learning a Table from a Table with Non-deterministic Information: A Perspective....Pages 24-32
Parameterised Fuzzy Petri Nets for Approximate Reasoning in Decision Support Systems....Pages 33-42
New Method for Finding Rules in Incomplete and Distributed Information Systems Controlled by Reducts....Pages 43-51
Rough Sets-Based Rules Generation Approach: A Hepatitis C Virus Data Sets....Pages 52-59
Mammogram Segmentation Using Rough k-Means and Mass Lesion Classification with Artificial Neural Network....Pages 60-69
Front Matter....Pages 71-71
Automatic Color Image Segmentation Based on Illumination Invariant and Superpixelization....Pages 73-81
 CBARS : Cluster Based Classification for Activity Recognition Systems....Pages 82-91
Wavelet Based Statistical Adapted Local Binary Patterns for Recognizing Avatar Faces....Pages 92-101
Solving Avatar Captchas Automatically....Pages 102-110
Comparative Analysis of Image Fusion Techniques in Remote Sensing....Pages 111-117
Density Based Fuzzy Thresholding for Image Segmentation....Pages 118-127
Subjectivity and Sentiment Analysis of Arabic: A Survey....Pages 128-139
Front Matter....Pages 141-141
Support Vector Machine Approach for Detecting Events in Video Streams....Pages 143-151
Study of Feature Categories for Musical Instrument Recognition....Pages 152-161
Towards a Characterization of Musical Timbre Based on Chroma Contours....Pages 162-171
Augmenting Interaction Possibilities between People with Mobility Impairments and Their Surrounding Environment....Pages 172-181
A Genetic-CBR Approach for Cross-Document Relationship Identification....Pages 182-192
Improved Action Recognition Using an Efficient Boosting Method....Pages 193-202
Front Matter....Pages 141-141
Towards Smart Egypt – The Role of Large Scale WSNs....Pages 203-212
Arabic Sign Language Recognition System Based on Adaptive Pulse-Coupled Neural Network....Pages 213-221
Surface Mining Signal Discrimination Using Landsat TM Sensor: An Empirical Approach....Pages 222-233
Design Space Exploration for High Availability drFPGA Based Embedded Systems....Pages 234-243
Front Matter....Pages 245-245
LWDOSM: Language for Writing Descriptors of Outline Shape of Molecules....Pages 247-256
Web Service Based Approach for Viral Hepatitis Ontology Sharing and Diagnosing....Pages 257-266
Analysis of Scintigraphic Renal Dynamic Studies: An Image Processing Tool for the Clinician and Researcher....Pages 267-275
Combining Multiple Individual Clusterings of Chemical Structures Using Cluster-Based Similarity Partitioning Algorithm....Pages 276-284
SampleBoost for Capsule Endoscopy Categorization and Abnormality Detection....Pages 285-294
Advanced Parallel Genetic Algorithm with Gene Matrix for Global Optimization....Pages 295-303
Combining Multiple K-Means Clusterings of Chemical Structures Using Cluster-Based Similarity Partitioning Algorithm....Pages 304-312
Front Matter....Pages 313-313
Soft Flexible Overlapping Biclustering Utilizing Hybrid Search Strategies....Pages 315-326
Semi-possibilistic Biclustering Applied to Discrete and Continuous Data....Pages 327-338
A Comparative Study of Localization Algorithms in WSNs....Pages 339-350
Sentiment Classification Using Graph Based Word Sense Disambigution....Pages 351-358
Test Cases Automatic Generator (TCAG): A Prototype....Pages 359-368
Support Vector Machines with Weighted Powered Kernels for Data Classification....Pages 369-378
Named Entity Based Document Similarity with SVM-Based Re-ranking for Entity Linking....Pages 379-388
Front Matter....Pages 389-389
Cloud Model—A Bidirectional Cognition Model between Concept’s Extension and Intension....Pages 391-400
An Enhanced Cloud-Based View Materialization Approach for Peer-to-Peer Architecture....Pages 401-412
Front Matter....Pages 389-389
An Enhanced Resource Allocation Approach for Optimizing Sub Query on Cloud....Pages 413-422
Food Recommendation Using Ontology and Heuristics....Pages 423-429
A Population Based Feature Subset Selection Algorithm Guided by Fuzzy Feature Dependency....Pages 430-438
Adapting Voting Techniques for Online Forum Thread Retrieval....Pages 439-448
On the Use of Data Mining Techniques in Vehicular Ad Hoc Network....Pages 449-462
Front Matter....Pages 463-463
Comparative Study of Data Quality Dimensions for Data Warehouse Development: A Survey....Pages 465-473
A General Framework for Measuring Information and Communication Technology Investment....Pages 474-486
Learning and Applying Range Adaptation Rules in Case-Based Reasoning Systems....Pages 487-495
Integration of Neural Network Preprocessing Model for OMI Aerosol Optical Depth Data Assimilation....Pages 496-506
Front Matter....Pages 507-507
Initial Study of the Content Authentication on Digital Preservation of Cultural Institutions....Pages 509-515
Advanced Encryption Standard Algorithm: Issues and Implementation Aspects....Pages 516-523
Machine Learning Techniques for Fingerprint Identification: A Short Review....Pages 524-531
A Novel Watermarking Approach for Data Integrity and Non-repudiation in Rational Databases....Pages 532-542
Fuzzy Semantic Plagiarism Detection....Pages 543-553
Development of Malaysian Digital Forensics Investigator Competency Identification Methods....Pages 554-565
A Holistic Approach to Duplicate Publication and Plagiarism Detection Using Probabilistic Ontologies....Pages 566-574
Novel Binary Search Algorithm for Fast Tag Detection in Robust and Secure RFID Systems....Pages 575-582
A New Dynamic Hash Algorithm in Digital Signature....Pages 583-589
Design of Adaptive IDS with Regulated Retraining Approach....Pages 590-600
Back Matter....Pages -