Table of Contents
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Artificial Intelligence Applications and Innovations (Part II) Lazaros Iliadis, Ilias Maglogiannis, Harris Papadopoulos, Kostas Karatzas, Spyros Sioutas (Eds.)
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Front Matter |
Second Artificial Intelligence Applications in Biomedicine Workshop (AIAB 2012)
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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)
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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)
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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)
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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)
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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)
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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)
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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)
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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 |