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Detalhes
| Gênero/Forma: | Electronic books Congresses |
|---|---|
| Formato Físico Adicional: | Print version: Advanced machine learning technologies and applications. [S.l.] : Springer, 2012 (OCoLC)816512517 |
| Tipo de Material: | Publicação de conferência, Documento, Recurso Internet |
| Tipo de Documento: | Recurso Internet, Arquivo de Computador |
| Todos os Autores / Contribuintes: |
Aboul Ella Hassanien; et al |
| ISBN: | 9783642353260 3642353266 |
| Número OCLC: | 822029249 |
| Notas: | International conference proceedings. |
| Descrição: | 1 online resource (xvi, 602 p.) : ill. |
| Conteúdos: | 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 Warehouse Development: A Survey -- A General Framework for Measuring Information and Communication Technology Investment: Case Study of Kingdom of Saudi Arabia -- Learning and Applying Range Adaptation Rules in Case-Based Reasoning Systems -- Integration of Neural Network Preprocessing Model for OMI Aerosol Optical Depth Data Assimilation -- Part VIII: Authentication, Digital Forensics and Plagiarism Detection Initial Study of the Content Authentication on Digital Preservation of Cultural Institutions -- Advanced Encryption Standard Algorithm: Issues and Implementation Aspects -- Machine Learning Techniques for Fingerprint Identification: A Short Review -- A Novel Watermarking Approach for Data Integrity and Non-repudiation in Rational Databases -- Fuzzy Semantic Plagiarism Detection -- Development of Malaysian Digital Forensics Investigator Competency Identification Methods -- A Holistic Approach to Duplicate Publication and Plagiarism Detection Using Probabilistic Ontologies -- Novel Binary Search Algorithm for Fast Tag Detection in Robust and Secure RFID Systems -- A New Dynamic Hash Algorithm in Digital Signature -- Design of Adaptive IDS with Regulated Retraining Approach. |
| Título da Série: | Communications in computer and information science, 322. |
| Outros Títulos: | AMLTA 2012 |
| Responsabilidade: | Aboul Ella Hassanien ... [et al.] (eds.). |
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