IFIP TC6 Open Digital Library

AIAI 2012: Halkidiki, Greece

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

Lazaros S. Iliadis, Ilias Maglogiannis, Harris Papadopoulos, Kostas Karatzas, Spyros Sioutas

Springer, IFIP Advances in Information and Communication Technology 382, ISBN: 978-3-642-33411-5



Contents

Second Artificial Intelligence Applications in Biomedicine Workshop (AIAB 2012)

Future SDP through Cloud Architectures.

Foteini Andriopoulou, Dimitrios K. Lymberopoulos

 1-15

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 I. Konstantinidis, Manousos A. Klados, Ana B. Vivas, Charalampos Bratsas, Magda Tsolaki, Constantinos Pappas, Panagiotis D. Bamidis

 16-25

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

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

 26-35

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

Konstantinos Moutselos, Aristotelis Chatziioannou, Ilias Maglogiannis

 36-45

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. Nikolaides, Argyro Syngelaki, Kleanthis C. Neokleous, Gianna Loizou, Costas Neocleous, Christos Schizas

 46-55

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

Kallirroi Paschali, Anna Tsakona, Dimitrios Tsolis, Georgios Skapetis

 56-65

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

Matteo Re, Giorgio Valentini

 66-75

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

Evangelia I. Zacharaki, Güray Erus, Anastasios Bezerianos, Christos Davatzikos

 76-85

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

Georgia N. Athanasiou, Dimitrios K. Lymberopoulos

 86-94

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

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

Ioannis Panagiotopoulos, Aikaterini K. Kalou, Christos Pierrakeas, Achilles Kameas

 95-104

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

Stefanos Ougiaroglou, Giorgos Paschalis

 105-114

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

Bill Vassiliadis, Antonia Stefani

 115-124

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

Player Modeling Using HOSVD towards Dynamic Difficulty Adjustment in Videogames.

Kostas Anagnostou, Manolis Maragoudakis

 125-134

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

Efi Papatheocharous, Marios Belk, Panagiotis Germanakos, George Samaras

 135-144

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

Masoud Mohammadian, Dimitrios Hatzinakos, Petros Spachos

 145-154

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

Masoud Mohammadian

 155-165

First Conformal Prediction and Its Applications Workshop (COPA 2012)

Application of Conformal Prediction in QSAR.

Martin Eklund, Ulf Norinder, Scott Boyer, Lars Carlsson

 166-175

Online Cluster Approximation via Inequality.

Shriprakash Sinha

 176-181

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

Antonis Lambrou, Harris Papadopoulos, Ilia Nouretdinov, Alexander Gammerman

 182-191

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

Rikard Laxhammar, Göran Falkman

 192-202

Introduction to Conformal Predictors Based on Fuzzy Logic Classifiers.

Andrea Murari, Jesús Vega, D. Mazon, T. Courregelongue

 203-213

Conformal Prediction for Indoor Localisation with Fingerprinting Method.

Khuong Nguyen, Zhiyuan Luo

 214-223

Multiprobabilistic Venn Predictors with Logistic Regression.

Ilia Nouretdinov, Dmitry Devetyarov, Brian Burford, Stephane Camuzeaux, Aleksandra Gentry-Maharaj, Ali Tiss, Celia J. Smith, Zhiyuan Luo, Alexey Ya. Chervonenkis, Rachel Hallett, Volodya Vovk, Mike Waterfield, Rainer Cramer, John Timms, Ian Jacobs, Usha Menon, Alexander Gammerman

 224-233

A Conformal Classifier for Dissimilarity Data.

Frank-Michael Schleif, Xibin Zhu, Barbara Hammer

 234-243

Identification of Confinement Regimes in Tokamak Plasmas by Conformal Prediction on a Probabilistic Manifold.

Geert Verdoolaege, Jesús Vega, Andrea Murari, Guido Van Oost

 244-253

Distance Metric Learning-Based Conformal Predictor.

Fan Yang, Zhigang Chen, Guifang Shao, Hua-zhen Wang

 254-259

First Intelligent Innovative Ways for Video-to-Video Communication in Modern Smart Cities Workshop (IIVC 2012)

LiveCity: A Secure Live Video-to-Video Interactive City Infrastructure.

Joao Goncalves, Luís Cordeiro, Patricio Batista, Edmundo Monteiro

 260-267

Enhancing Education and Learning Capabilities via the Implementation of Video-to-Video Communications.

Ioannis P. Chochliouros, Anastasia S. Spiliopoulou, Evangelos Sfakianakis, Ioannis M. Stephanakis, Donal Morris, Martin Kennedy

 268-278

Developing Innovative Live Video-to-Video Communications for Smarter European Cities.

Ioannis P. Chochliouros, Ioannis M. Stephanakis, Anastasia S. Spiliopoulou, Evangelos Sfakianakis, Latif Ladid

 279-289

Utilizing a High Definition Live Video Platform to Facilitate Public Service Delivery.

Vishanth Weerakkody, Ramzi El-Haddadeh, Ioannis P. Chochliouros, Donal Morris

 290-299

Multimedia Content Distribution over Next-Generation Heterogeneous Networks Featuring a Service Architecture of Sliced Resources.

Ioannis M. Stephanakis, Ioannis P. Chochliouros

 300-310

Video-to-Video for e-Health: Use Case, Concepts and Pilot Plan.

Makis Stamatelatos, George Katsikas, Petros Makris, Nancy Alonistioti, Serafeim Antonakis, Dimitrios Alonistiotis, Panagiotis Theodossiadis

 311-321

The Impact of IPv6 on Video-to-Video and Mobile Video Communications.

Latif Ladid, Ioannis P. Chochliouros

 322-331

Third Intelligent Systems for Quality of Life Information Services Workshop (ISQL 2012)

Low Power and Bluetooth-Based Wireless Sensor Network for Environmental Sensing Using Smartphones.

Siamak Aram, Amedeo Troiano, Francesco Rugiano, Eros Pasero

 332-340

Making Sense of Sensor Data Using Ontology: A Discussion for Residential Building Monitoring.

Markus Stocker, Mauno Rönkkö, Mikko Kolehmainen

 341-350

Personalized Environmental Service Orchestration for Quality of Life Improvement.

Leo Wanner, Stefanos Vrochidis, Marco Rospocher, Jürgen Moßgraber, Harald Bosch, Ari Karppinen, Maria Myllynen, Sara Tonelli, Nadjet Bouayad-Agha, Gerard Casamayor, Thomas Ertl, Désirée Hilbring, Lasse Johansson, Kostas D. Karatzas, Ioannis Kompatsiaris, Tarja Koskentalo, Simon Mille, Anastasia Moumtzidou, Emanuele Pianta, Luciano Serafini, Virpi Tarvainen

 351-360

Extraction of Environmental Data from On-Line Environmental Information Sources.

Stefanos Vrochidis, Victor Epitropou, Anastasios Bassoukos, Sascha Voth, Kostas D. Karatzas, Anastasia Moumtzidou, Jürgen Moßgraber, Ioannis Kompatsiaris, Ari Karppinen, Jaakko Kukkonen

 361-370

Agent-Based Modeling of an Air Quality Monitoring and Analysis System for Urban Regions.

Mihaela Oprea

 371-379

A Microcontroller-Based Radiation Monitoring and Warning System.

Vasile Buruiana, Mihaela Oprea

 380-389

Investigation and Forecasting of the Common Air Quality Index in Thessaloniki, Greece.

Ioannis Kyriakidis, Kostas D. Karatzas, George Papadourakis, Andrew Ware, Jaakko Kukkonen

 390-400

First Mining Humanistic Data Workshop (MHDW 2012)

Success Is Hidden in the Students' Data.

Dimitrios Kravvaris, Katia Lida Kermanidis, Eleni Thanou

 401-410

Web Mining to Create Semantic Content: A Case Study for the Environment.

Georgia Theocharopoulou, Konstantinos Giannakis

 411-420

Mood Classification Using Lyrics and Audio: A Case-Study in Greek Music.

Spyros Brilis, Evangelia Gkatzou, Antonis Koursoumis, Karolos Talvis, Katia Lida Kermanidis, Ioannis Karydis

 421-430

From Tags to Trends: A First Glance at Social Media Content Dynamics.

Evaggelos Spyrou, Phivos Mylonas

 431-441

An Integrated Ontology-Based Model for the Early Diagnosis of Parkinson's Disease.

Athanasios Alexiou, Maria Psixa, Panayiotis Vlamos

 442-450

Mining and Estimating Users' Opinion Strength in Forum Texts Regarding Governmental Decisions.

George Stylios, Dimitrios Tsolis, Dimitrios Christodoulakis

 451-459

Melodic String Matching via Interval Consolidation and Fragmentation.

Carl Barton, Emilios Cambouropoulos, Costas S. Iliopoulos, Zsuzsanna Lipták

 460-469

Allocating, Detecting and Mining Sound Structures: An Overview of Technical Tools.

Monika Dörfler

 470-479

Cutting Degree of Meanders.

A. Panayotopoulos, Panayiotis Vlamos

 480-489

Collective Intelligence in Video User's Activity.

Ioannis Karydis, Markos Avlonitis, Spyros Sioutas

 490-499

Data-Driven User Profiling to Support Web Adaptation through Cognitive Styles and Navigation Behavior.

Panagiotis Germanakos, Efi Papatheocharous, Marios Belk, George Samaras

 500-509

Learning Vague Knowledge from Socially Generated Content in an Enterprise Framework.

Panos Alexopoulos, John Pavlopoulos, Phivos Mylonas

 510-519

A Mobile-Based System for Context-Aware Music Recommendations.

Börje Karlsson, Karla Okada, Tomaz Noleto

 520-529

Predicting Personality Traits from Spontaneous Modern Greek Text: Overcoming the Barriers.

Vasileios Komianos, Eleni Moustaka, Maria Andreou, Eirini Banou, Sofia Fanarioti, Katia Lida Kermanidis

 530-539

An Implementation of the Digital Music Stand for Custom-Made On-Screen Music Manuscript Viewing.

Tatiana Tambouratzis, Marianna Tzormpatzaki

 540-544

First Workshop on Algorithms for Data and Text Mining in Bioinformatics (WADTMB 2012)

Multi-genome Core Pathway Identification through Gene Clustering.

Dimitrios M. Vitsios, Fotis E. Psomopoulos, Pericles A. Mitkas, Christos A. Ouzounis

 545-555

On Topic Categorization of PubMed Query Results.

Andreas Kanavos, Christos Makris, Evangelos Theodoridis

 556-565

Using an Atlas-Based Approach in the Analysis of Gene Expression Maps Obtained by Voxelation.

Evangelia I. Zacharaki, Angeliki Skoura, Li An, Desmond J. Smith, Vasileios Megalooikonomou

 566-575

Parallel Implementation of the Wu-Manber Algorithm Using the OpenCL Framework.

Themistoklis K. Pyrgiotis, Charalampos S. Kouzinopoulos, Konstantinos G. Margaritis

 576-583

Querying Highly Similar Structured Sequences via Binary Encoding and Word Level Operations.

Ali Alatabbi, Carl Barton, Costas S. Iliopoulos, Laurent Mouchard

 584-592

GapMis-OMP: Pairwise Short-Read Alignment on Multi-core Architectures.

Tomás Flouri, Costas S. Iliopoulos, Kunsoo Park, Solon P. Pissis

 593-601

Genome-Based Population Clustering: Nuggets of Truth Buried in a Pile of Numbers?

Zafeiria-Marina Ioannou, George P. Patrinos, Giannis Tzimas

 602-611

HINT-KB: The Human Interactome Knowledge Base.

Konstantinos A. Theofilatos, Christos M. Dimitrakopoulos, Dimitris Kleftogiannis, Charalampos N. Moschopoulos, Stergios Papadimitriou, Spiros Likothanassis, Seferina Mavroudi

 612-621

DISCO: A New Algorithm for Detecting 3D Protein Structure Similarity.

Nantia Iakovidou, Eleftherios Tiakas, Konstantinos Tsichlas

 622-631

ncRNA-Class Web Tool: Non-coding RNA Feature Extraction and Pre-miRNA Classification Web Tool.

Dimitris Kleftogiannis, Konstantinos A. Theofilatos, Stergios Papadimitriou, Athanasios K. Tsakalidis, Spiros Likothanassis, Seferina Mavroudi

 632-641

Molecular Modeling and Conformational Analysis of MuSK Protein.

Vasilis Haidinis, Georgios Dalkas, Konstantinos Poulas, Georgios Spyroulias

 642-650