Advanced Machine Learning Technologies and Applications: Second International Conference, AMLTA 2014, Cairo, Egypt, November 28-30, 2014. Proceedings

Front Matter....Pages -
Front Matter....Pages 1-1
Arabic Text Recognition Based on Neuro-Genetic Feature Selection Approach....Pages 3-10
Isolated Printed Arabic Character Recognition Using KNN and Random Forest Tree Classifiers....Pages 11-17
Arabic Character Recognition Based M-SVM: Review....Pages 18-25
iSee: An Android Application for the Assistance of the Visually Impaired....Pages 26-35
Arabic Sign Language Recognition Using Spatio-Temporal Local Binary Patterns and Support Vector Machine....Pages 36-45
Improving Arabic Tokenization and POS Tagging Using Morphological Analyzer....Pages 46-53
Front Matter....Pages 55-55
Concept Recommendation System for Cloud Services Advertisement....Pages 57-66
Dynamic Distributed Database over Cloud Environment....Pages 67-76
Queries Based Workload Management System for the Cloud Environment....Pages 77-86
A Large Dataset Enhanced Watermarking Service for Cloud Environments....Pages 87-96
Enhancing Mobile Devices Capabilities in Low Bandwidth Networks with Cloud Computing....Pages 97-108
Digital Pathological Services Capability Framework....Pages 109-118
Front Matter....Pages 119-119
Highly Secured Multilayered Motion Vector Watermarking....Pages 121-134
Investigation of Touch-Based User Authentication Features Using Android Smartphone....Pages 135-144
Protective Frameworks and Schemes to Detect and Prevent High Rate DoS/DDoS and Flash Crowd Attacks: A Comprehensive Review....Pages 145-152
Virtual Machine Placement Based on Ant Colony Optimization for Minimizing Resource Wastage....Pages 153-164
A Hybrid Chaos and Fuzzy C-Means Clustering Technique for Watermarking Authentication....Pages 165-176
Fan Search for Image Copy-Move Forgery Detection....Pages 177-186
Front Matter....Pages 187-187
Features Extraction and Classification of EEG Signals Using Empirical Mode Decomposition and Support Vector Machine....Pages 189-198
Fiducial Based Approach to ECG Biometrics Using Limited Fiducial Points....Pages 199-210
Front Matter....Pages 187-187
Selecting Relevant Features for Classifier Optimization....Pages 211-222
Satellite Super Resolution Image Reconstruction Based on Parallel Support Vector Regression....Pages 223-235
Cattle Identification Based on Muzzle Images Using Gabor Features and SVM Classifier....Pages 236-247
Logistic Test Case Regression Model of Petroleum Availability Prediction System....Pages 248-257
Parallel Ward Clustering for Chemical Compounds Using MapReduce....Pages 258-267
Memetic Artificial Bee Colony for Integer Programming....Pages 268-277
Automatic Fruit Image Recognition System Based on Shape and Color Features....Pages 278-290
Melanoma Classification Based on Ensemble Classification of Dermoscopy Image Features....Pages 291-298
Classification of HEp-2 Cell Images Using Compact Multi-Scale Texture Information and Margin Distribution Based Bagging....Pages 299-308
Directional Stationary Wavelet-Based Representation for Human Action Classification....Pages 309-320
Learning Hierarchical Features Using Sparse Self-organizing Map Coding for Image Classification....Pages 321-330
PSilhOuette: Towards an Optimal Number of Clusters Using a Nested Particle Swarm Approach for Liver CT Image Segmentation....Pages 331-343
Front Matter....Pages 345-345
Soft Rough Sets for Heart Valve Disease Diagnosis....Pages 347-356
A Novel Hybrid Perceptron Neural Network Algorithm for Classifying Breast MRI Tumors....Pages 357-366
Rough Set Based Feature Selection for Egyptian Neonatal Jaundice....Pages 367-378
Sparse ICA Based on Infinite Norm for fMRI Analysis....Pages 379-388
A Framework for Ovarian Cancer Diagnosis Based on Amino Acids Using Fuzzy-Rough Sets with SVM....Pages 389-400
MRI Brain Tumor Segmentation System Based on Hybrid Clustering Techniques....Pages 401-412
Front Matter....Pages 413-413
A Generalized Polygon Fuzzy Number for Fuzzy Multi Criteria Decision Making....Pages 415-423
Improving the Performance of TAntNet-2 Using Scout Behavior....Pages 424-435
Front Matter....Pages 413-413
Fuzzy Query Approach for Crops Planting Dates Optimization Based on Climate Data....Pages 436-445
Flexible Querying of Relational Databases: Fuzzy Set Based Approach....Pages 446-455
Front Matter....Pages 457-457
A Survey on Conducting Vulnerability Assessment in Web-Based Application....Pages 459-471
An Adaptive Information Retrieval System for Efficient Web Searching....Pages 472-482
EHR Data Preparation for Case Based Reasoning Construction....Pages 483-497
Solutions for Time Estimation of Tactile 3D Models Creation Process....Pages 498-505
Front Matter....Pages 507-507
An Observational Study to Identify the Role of Online Communication in Offline Social Networks....Pages 509-522
Prioritization of Public Expenditure for a Better Return on Social Development: A Data Mining Approach....Pages 523-530
Visual Browsing of Large Image Databases....Pages 531-539
Back Matter....Pages -