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

Brossura

ISBN 10: 3642353274 ISBN 13: 9783642353277

Casa editrice: Springer, 2012

Riassunto

Part I: Rough Sets and Applications.- Rough Sets-Based Machine Learning over Non-deterministic Data: A Brief Survey.- A Role of (Not) Crisp Discernibility in Rough Set Approach to Numeric Feature Selection.- Learning a Table from a Table with Non-deterministic Information: A Perspective.- Parameterised Fuzzy Petri Nets for Approximate Reasoning in Decision Support Systems.- New Method for Finding Rules in Incomplete and Distributed Information Systems Controlled by Reducts.- Rough Sets-Based Rules Generation Approach: A Hepatitis C Virus Data Sets.- Mammogram Segmentation Using Rough k-Means and Mass Lesion Classification with Artificial Neural Network.- Part II: Machine Learning in Pattern Recognition and Image Processing Automatic Color Image Segmentation Based on Illumination Invariant and Superpixelization.- CBARS: Cluster Based Classification for Activity Recognition Systems.- Wavelet Based Statistical Adapted Local Binary Patterns for Recognizing Avatar Faces.- Solving Avatar Captchas Automatically.- Comparative Analysis of Image Fusion Techniques in Remote Sensing.- Density Based Fuzzy Thresholding for Image Segmentation.- Subjectivity and Sentiment Analysis of Arabic: A Survey.- Part III: Machine Learning in Multimedia Computing.- Support Vector Machine Approach for Detecting Events in Video Streams.- Study of Feature Categories for Musical Instrument Recognition.- Towards a Characterization of Musical Timbre Based on Chroma Contours.- Augmenting Interaction Possibilities between People with Mobility Impairments and Their Surrounding Environment.- A Genetic-CBR Approach for Cross-Document Relationship Identification.- Improved Action Recognition Using an Efficient Boosting Method.- Towards Smart Egypt -The Role of Large Scale WSNs.- Arabic Sign Language Recognition System Based on Adaptive Pulse-Coupled Neural Network.- Surface Mining Signal Discrimination Using Landsat TM Sensor: An Empirical Approach.- Design Space Exploration for High Availability drFPGA Based Embedded Systems.- Part IV: Bioinformatics and Cheminformatics.- Trends and Applications.- LWDOSM: Language for Writing Descriptors of Outline Shape of Molecules.- Web Service Based Approach for Viral Hepatitis Ontology Sharing and Diagnosing.- Analysis of Scintigraphic Renal Dynamic Studies: An Image Processing Tool for the Clinician and Researcher.- Combining Multiple Individual Clusterings of Chemical Structures Using Cluster-Based Similarity Partitioning Algorithm.- SampleBoost for Capsule Endoscopy Categorization and Abnormality Detection.- Advanced Parallel Genetic Algorithm with Gene Matrix for Global Optimization.- Combining Multiple K-Means Clusterings of Chemical Structures Using Cluster-Based Similarity Partitioning Algorithm.- Part V: Data Classification and Clustering Theory and Applications.- Soft Flexible Overlapping Biclustering Utilizing Hybrid Search Strategies.- Semi-possibilistic Biclustering Applied to Discrete and Continuous Data.- A Comparative Study of Localization Algorithms in WSNs.- Sentiment Classification Using Graph Based Word Sense Disambigution.- Test Cases Automatic Generator (TCAG): A Prototype.- Support Vector Machines with Weighted Powered Kernels for Data Classification.- Named Entity Based Document Similarity with SVM-Based Re-ranking for Entity Linking.- Part VI: Cloud Computing and Recommender Systems Cloud Model-A Bidirectional Cognition Model between Concept's Extension and Intension.- An Enhanced Cloud-Based View Materialization Approach for Peer-to-Peer Architecture.- An Enhanced Resource Allocation Approach for Optimizing Sub Query on Cloud.- Food Recommendation Using Ontology and Heuristics.- A Population Based Feature Subset Selection Algorithm Guided by Fuzzy Feature Dependency.- Adapting Voting Techniques for Online Forum Thread Retrieval.- On the Use of Data Mining Techniques in Vehicular Ad Hoc Network.-Part VII: Case-Based Reasoning and Data Processing.- Comparative Study of Data Quality Dimensions for Data

Dettagli dell?edizione

• Editore: Springer
• Data di pubblicazione: 2012
• Lingua: Inglese
• ISBN 10: 3642353274
• ISBN 13: 9783642353277
• Rilegatura: Paperback
• Contatto del produttore: non disponibile
• Persona responsabile: non disponibile