Artificial Intelligence Applications and Innovations

1. Front Matter

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

   1. Future SDP through Cloud Architectures

      • Foteini Andriopoulou, Dimitrios K. Lymberopoulos

      Pages 1-15

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

      • Christos A. Frantzidis, Maria D. Diamantoudi, Eirini Grigoriadou, Anastasia Semertzidou, Antonis Billis, Evdokimos Konstantinidis et al.

      Pages 16-25

   3. Combining Outlier Detection with Random Walker for Automatic Brain Tumor Segmentation

      • Vasileios G. Kanas, Evangelia I. Zacharaki, Evangelos Dermatas, Anastasios Bezerianos, Kyriakos Sgarbas, Christos Davatzikos

      Pages 26-35

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

      • Konstantinos Moutselos, Aristotelis Chatziioannou, Ilias Maglogiannis

      Pages 36-45

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

      • Andreas C. Neocleous, Kypros H. Nicolaides, Argyro Syngelaki, Kleanthis C. Neokleous, Gianna Loizou, Costas K. Neocleous et al.

      Pages 46-55

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

      • Kallirroi Paschali, Anna Tsakona, Dimitrios Tsolis, Georgios Skapetis

      Pages 56-65

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

      • Matteo Re, Giorgio Valentini

      Pages 66-75

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

      • Evangelia I. Zacharaki, Guray Erus, Anastasios Bezerianos, Christos Davatzikos

      Pages 76-85

   9. Deployment of pHealth Services upon Always Best Connected Next Generation Network

      • Georgia N. Athanasiou, Dimitrios K. Lymberopoulos

      Pages 86-94

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

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

      • Ioannis Panagiotopoulos, Aikaterini Kalou, Christos Pierrakeas, Achilles Kameas

      Pages 95-104

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

      • Stefanos Ougiaroglou, Giorgos Paschalis

      Pages 105-114

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

      • Bill Vassiliadis, Antonia Stefani

      Pages 115-124

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

   1. Player Modeling Using HOSVD towards Dynamic Difficulty Adjustment in Videogames

      • Kostas Anagnostou, Manolis Maragoudakis

      Pages 125-134

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

      • Efi Papatheocharous, Marios Belk, Panagiotis Germanakos, George Samaras

      Pages 135-144

   3. Computational Intelligence for User and Data Classification in Hospital Software Development

      • Masoud Mohammadian, Dimitrios Hatzinakos, Petros Spachos

      Pages 145-154

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

      • Masoud Mohammadian

      Pages 155-165

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

   1. Application of Conformal Prediction in QSAR

      • Martin Eklund, Ulf Norinder, Scott Boyer, Lars Carlsson

      Pages 166-175

   2. Online Cluster Approximation via Inequality

      • Shriprakash Sinha

      Pages 176-181

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

      • Antonis Lambrou, Harris Papadopoulos, Ilia Nouretdinov, Alexander Gammerman

      Pages 182-191

This book constitutes the refereed proceedings of the Workshops held at the 8th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2012, in Halkidiki, Greece, in September 2012. The book includes a total of 66 interesting and innovative research papers from the following 8 workshops: the Second Artificial Intelligence Applications in Biomedicine Workshop (AIAB 2012), the First AI in Education Workshop: Innovations and Applications (AIeIA 2012), the Second International Workshop on Computational Intelligence in Software Engineering (CISE 2012), the First Conformal Prediction and Its Applications Workshop (COPA 2012), the First Intelligent Innovative Ways for Video-to-Video Communiccation in Modern Smart Cities Workshop (IIVC 2012), the Third Intelligent Systems for Quality of Life Information Services Workshop (ISQL 2012), the First Mining Humanistic Data Workshop (MHDW 2012), and the First Workshop on Algorithms for Data and Text Mining in Bioinformatics (WADTMB 2012).

• algorithms
• decision support systems
• e-health
• e-learning
• neural network modeling

• Department of Forestry and Management of the Environment, Democritus University of Thrace, Orestiada, Greece

  Lazaros Iliadis

• Department of Computer Science and Biomedical Informatics, University of Central Greece, Lamia, Greece

  Ilias Maglogiannis

• Department of Computer Science and Engineering, Frederick University, Pallouriotisa, Cyprus

  Harris Papadopoulos

• Department of Mechanical Engineering, Aristotle University, Thessaloniki, Greece

  Kostas Karatzas

• Department of Informatics, Ionian University, Corfu, Greece

  Spyros Sioutas

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