Artificial Intelligence Applications and Innovations

AIAI 2012 International Workshops: AIAB, AIeIA, CISE, COPA, IIVC, ISQL, MHDW, and WADTMB, Halkidiki, Greece, September 27-30, 2012, Proceedings, Part II

ISBN: 978-3-642-33411-5 (Print) 978-3-642-33412-2 (Online)

Table of contents (66 chapters)

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  1. Front Matter

    Pages -

  2. Second Artificial Intelligence Applications in Biomedicine Workshop (AIAB 2012)

    1. Chapter

      Pages 1-15

      Future SDP through Cloud Architectures

    2. Chapter

      Pages 16-25

      A Mahalanobis Distance Based Approach towards the Reliable Detection of Geriatric Depression Symptoms Co-existing with Cognitive Decline

    3. Chapter

      Pages 26-35

      Combining Outlier Detection with Random Walker for Automatic Brain Tumor Segmentation

    4. Chapter

      Pages 36-45

      Feature Selection Study on Separate Multi-modal Datasets: Application on Cutaneous Melanoma

    5. Chapter

      Pages 46-55

      Artificial Neural Networks to Investigate the Importance and the Sensitivity to Various Parameters Used for the Prediction of Chromosomal Abnormalities

    6. Chapter

      Pages 56-65

      Steps That Lead to the Diagnosis of Thyroid Cancer: Application of Data Flow Diagram

    7. Chapter

      Pages 66-75

      Random Walking on Functional Interaction Networks to Rank Genes Involved in Cancer

    8. Chapter

      Pages 76-85

      Fuzzy Multi-channel Clustering with Individualized Spatial Priors for Segmenting Brain Lesions and Infarcts

    9. Chapter

      Pages 86-94

      Deployment of pHealth Services upon Always Best Connected Next Generation Network

  3. First AI in Education Workshop: Innovations and Applications (AIeIA 2012)

    1. Chapter

      Pages 95-104

      An Ontological Approach for Domain Knowledge Modeling and Management in E-Learning Systems

    2. Chapter

      Pages 105-114

      Association Rules Mining from the Educational Data of ESOG Web-Based Application

    3. Chapter

      Pages 115-124

      Adaptation Strategies: A Comparison between E-Learning and E-Commerce Techniques

  4. Second International Workshop on Computational Intelligence in Software Engineering (CISE 2012)

    1. Chapter

      Pages 125-134

      Player Modeling Using HOSVD towards Dynamic Difficulty Adjustment in Videogames

    2. Chapter

      Pages 135-144

      Proposing a Fuzzy Adaptation Mechanism Based on Cognitive Factors of Users for Web Personalization

    3. Chapter

      Pages 145-154

      Computational Intelligence for User and Data Classification in Hospital Software Development

    4. Chapter

      Pages 155-165

      Artificial Intelligence Applications for Risk Analysis, Risk Prediction and Decision Making in Disaster Recovery Planning

  5. First Conformal Prediction and Its Applications Workshop (COPA 2012)

    1. Chapter

      Pages 166-175

      Application of Conformal Prediction in QSAR

    2. Chapter

      Pages 176-181

      Online Cluster Approximation via Inequality

    3. Chapter

      Pages 182-191

      Reliable Probability Estimates Based on Support Vector Machines for Large Multiclass Datasets

    4. Chapter

      Pages 192-202

      Online Detection of Anomalous Sub-trajectories: A Sliding Window Approach Based on Conformal Anomaly Detection and Local Outlier Factor

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