Advances in Data Mining. Applications and Theoretical Aspects
9th Industrial Conference, ICDM 2009, Leipzig, Germany, July 20 - 22, 2009. Proceedings
(Sprache: Englisch)
This volume comprises the proceedings of the Industrial Conference on Data Mining (ICDM 2009) held in Leipzig (www.data-mining-forum.de). For this edition the Program Committee received 130 submissions. After the pe- review process, we accepted 32...
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This volume comprises the proceedings of the Industrial Conference on Data Mining (ICDM 2009) held in Leipzig (www.data-mining-forum.de). For this edition the Program Committee received 130 submissions. After the pe- review process, we accepted 32 high-quality papers for oral presentation that are included in this book. The topics range from theoretical aspects of data mining to app- cations of data mining, such as on multimedia data, in marketing, finance and telec- munication, in medicine and agriculture, and in process control, industry and society. Ten papers were selected for poster presentations that are published in the ICDM Poster Proceedings Volume by ibai-publishing (www.ibai-publishing.org). In conjunction with ICDM two workshops were run focusing on special hot app- cation-oriented topics in data mining. The workshop Data Mining in Marketing DMM 2009 was run for the second time. The papers are published in a separate workshop book "Advances in Data Mining on Markting" by ibai-publishing (www.ibai-publishing.org). The Workshop on Case-Based Reasoning for Multimedia Data CBR-MD ran for the second year. The papers are published in a special issue of the International Journal of Transactios on Case-Based Reasoning (www.ibai-publishing.org/journal/cbr).
Inhaltsverzeichnis zu „Advances in Data Mining. Applications and Theoretical Aspects “
- Invited Talk- Distances in Classification
- Data Mining in Medicine and Agriculture
- Electronic Nose Ovarian Carcinoma Diagnosis Based on Machine Learning Algorithms
- Data Mining of Agricultural Yield Data: A Comparison of Regression Models
- Study of Principal Components on Classification of Problematic Wine Fermentations
- A Data Mining Method for Finding Hidden Relationship in Blood and Urine Examination Items for Health Check
- Application of Classification Association Rule Mining for Mammalian Mesenchymal Stem Cell Differentiation
- Computer-Aided Diagnosis in Brain Computed Tomography Screening
- Knowledge Representation in Difficult Medical Diagnosis
- Data Mining in Marketing, Finance and Telecommunication
- Forecasting Product Life Cycle Phase Transition Points with Modular Neural Networks Based System
- Visualizing the Competitive Structure of Online Auctions
- Credit Risk Handling in Telecommunication Sector
- Sales Intelligence Using Web Mining
- A Sales Forecast Model for the German Automobile Market Based on Time Series Analysis and Data Mining Methods
- Data Mining in Process Control, Industry and Society
- Screening Paper Runnability in a Web-Offset Pressroom by Data Mining
- Evaluation of Distraction in a Driver-Vehicle-Environment Framework: An Application of Different Data-Mining Techniques
- SO_MAD: SensOr Mining for Anomaly Detection in Railway Data
- Online Mass Flow Prediction in CFB Boilers
- Integrating Data Mining and Agent Based Modeling and Simulation
- Combining Multidimensional Scaling and Computational Intelligence for Industrial Monitoring
- A Case of Using Formal Concept Analysis in Combination with Emergent Self Organizing Maps for Detecting Domestic Violence
- Data Mining on Multimedia Data
- Ordinal Evaluation: A New Perspective on Country Images
- Evaluation of Fusion for Similarity Searching in Online Handwritten Documents
- Self-training
... mehr
Strategies for Handwriting Word Recognition
- On a New Similarity Analysis in Frequency Domain for Mining Faces within a Complex Background
- Theoretical Aspects of Data Mining
- Clustering with Domain Value Dissimilarity for Categorical Data
- The Normalized Compression Distance as a Distance Measure in Entity Identification
- Attribute Constrained Rules for Partially Labeled Sequence Completion
- Mining Determining Sets for Partially Defined Functions
- On the Integration of Neural Classifiers through Similarity Analysis of Higher Order Features
- On Cellular Network Channels Data Mining and Decision Making through Ant Colony Optimization and Multi Agent Systems Strategies
- Responsible Data Releases
- On a New Similarity Analysis in Frequency Domain for Mining Faces within a Complex Background
- Theoretical Aspects of Data Mining
- Clustering with Domain Value Dissimilarity for Categorical Data
- The Normalized Compression Distance as a Distance Measure in Entity Identification
- Attribute Constrained Rules for Partially Labeled Sequence Completion
- Mining Determining Sets for Partially Defined Functions
- On the Integration of Neural Classifiers through Similarity Analysis of Higher Order Features
- On Cellular Network Channels Data Mining and Decision Making through Ant Colony Optimization and Multi Agent Systems Strategies
- Responsible Data Releases
... weniger
Bibliographische Angaben
- 2009, 2009, XI, 402 Seiten, mit Abbildungen, Maße: 15,5 x 23,5 cm, Kartoniert (TB), Englisch
- Herausgegeben: Petra Perner
- Verlag: Springer, Berlin
- ISBN-10: 3642030661
- ISBN-13: 9783642030666
- Erscheinungsdatum: 10.07.2009
Sprache:
Englisch
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