index - Artificial Intelligence Applications and Innovations

Table of Contents
Artificial Intelligence Applications and Innovations (Part II) *Lazaros Iliadis, Ilias Maglogiannis, Harris Papadopoulos, Kostas Karatzas, Spyros Sioutas (Eds.)*	Front Matter
Second Artificial Intelligence Applications in Biomedicine Workshop (AIAB 2012)
Future SDP through Cloud Architectures *Foteini Andriopoulou, Dimitrios Lymberopoulos*	1-15
A Mahalanobis Distance Based Approach towards the Reliable Detection of Geriatric Depression Symptoms Co-existing with Cognitive Decline Christos Frantzidis, Maria Diamantoudi, Eirini Grigoriadou, Anastasia Semertzidou, Antonis Billis, Evdokimos Konstantinidis, Manousos Klados, Ana Vivas, Charalampos Bratsas, Magda Tsolaki, Constantinos Pappas, Panagiotis Bamidis	16-25
Combining Outlier Detection with Random Walker for Automatic Brain Tumor Segmentation *Vasileios Kanas, Evangelia Zacharaki, Evangelos Dermatas, Anastasios Bezerianos, Kyriakos 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 Neocleous, Kypros Nicolaides, Argyro Syngelaki, Kleanthis 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 Zacharaki, Guray Erus, Anastasios Bezerianos, Christos Davatzikos*	76-85
Deployment of pHealth Services upon Always Best Connected Next Generation Network *Georgia Athanasiou, Dimitrios 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 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 *A. 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 Smith, Zhiyuan Luo, Alexey 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 Oost*	244-253
Distance Metric Learning-Based Conformal Predictor *Fan Yang, Zhigang Chen, Guifang Shao, Huazhen 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, Luis Cordeiro, Patricio Batista, Edmundo Monteiro*	260-267
Enhancing Education and Learning Capabilities via the Implementation of Video-to-Video Communications *Ioannis Chochliouros, Anastasia Spiliopoulou, Evangelos Sfakianakis, Ioannis Stephanakis, Donal Morris, Martin Kennedy*	268-278
Developing Innovative Live Video-to-Video Communications for Smarter European Cities *Ioannis Chochliouros, Ioannis Stephanakis, Anastasia 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 Chochliouros, Donal Morris*	290-299
Multimedia Content Distribution over Next-Generation Heterogeneous Networks Featuring a Service Architecture of Sliced Resources *Ioannis Stephanakis, Ioannis 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 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 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 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 Buruiană, Mihaela Oprea*	380-389
Investigation and Forecasting of the Common Air Quality Index in Thessaloniki, Greece *Ioannis Kyriakidis, Kostas 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 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, Evagelia Gkatzou, Antonis Koursoumis, Karolos Talvis, Katia 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 Psiha, 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 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 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 Vitsios, Fotis Psomopoulos, Pericles Mitkas, Christos 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 Zacharaki, Angeliki Skoura, Li An, Desmond Smith, Vasileios Megalooikonomou*	566-575
Parallel Implementation of the Wu-Manber Algorithm Using the OpenCL Framework *Themistoklis Pyrgiotis, Charalampos Kouzinopoulos, Konstantinos Margaritis*	576-583
Querying Highly Similar Structured Sequences via Binary Encoding and Word Level Operations *Ali Alatabbi, Carl Barton, Costas Iliopoulos, Laurent Mouchard*	584-592
GapMis-OMP: Pairwise Short-Read Alignment on Multi-core Architectures *Tomáš Flouri, Costas Iliopoulos, Kunsoo Park, Solon Pissis*	593-601
Genome-Based Population Clustering: Nuggets of Truth Buried in a Pile of Numbers? *Marina Ioannou, George Patrinos, Giannis Tzimas*	602-611
HINT-KB: The Human Interactome Knowledge Base *Konstantinos Theofilatos, Christos Dimitrakopoulos, Dimitrios Kleftogiannis, Charalampos 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 *Dimitrios Kleftogiannis, Konstantinos Theofilatos, Stergios Papadimitriou, Athanasios 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

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Second Artificial Intelligence Applications in Biomedicine Workshop (AIAB 2012)

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

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

First Conformal Prediction and Its Applications Workshop (COPA 2012)

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

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

First Mining Humanistic Data Workshop (MHDW 2012)

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

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