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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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