Joint EANN-MEDI’2015 Conference
Detailed Program
Friday 25/9/2015
8:30-9:00
Registration
9:00- 10:00 EANN Plenary Session 1
Keynote Speaker: Nikola Kasabov
Multi-Paradigm Neuromorphic Predictive Systems based on Deep Learning
10:00- 11:30 EANN Session 1: Intelligent Modeling
Luca Benvenuti, Christoph Kloss and Stefan Pirker
Characterization of DEM particles by Means of Artificial Neural Networks and
Macroscopic Experiments
Behnam Vakhshouri and Shami Nejadi
Verification of ANFIS Options to Predict the Compressive Strength of High Strength
Concrete
Marc Le Goc, Fabien Barthelot and Eric Pascual
Seasonality of Human Behavior in Smart Buildings
Serafin Alonso, Miguel A. Prada, Juan J. Fuertes, Ignacio Diaz and Manuel Dominguez
Analysis of Electricity Bill Data Using Interactive Dimensionality Reduction
10:00- 11:30 IPMSC Workshop, Session 1
Invited talk: Dr. Helmut Leopold
Konstantinos Deltouzos and Spyros Denazis
Distributed Balancer of Mobile Nodes' Bandwidth and Battery Resources in P2P
VoD Systems
Ioannis Stephanakis, Ioannis P. Chochliouros, Noorulhassan Shirazi, Evangelos Sfakianakis
Anomaly Detection in Secure Cloud Environments Using a Self-Organizing Feature
Map (SOFM) Model for Clustering Sets of R-Ordered Vector-Structured Features
Ioannis P. Chochliouros, Dimitrios N. Arvanitozisis, Anastasia S. Spiliopoulou, Evangelos
Sfakianakis, Maria Belesioti, Evangelia Georgiadou, Ioannis M. Stephanakis, Nina
Mitsopoulou
Security and Protection of Critical Infrastructures: A Conceptual and Regulatory
Overview for Network and Information Security in the European Framework, also
focusing upon the Cloud Perspective
10:00- 11:30 AIAB Workshop, Session 1
Theodoros Iliou, Christos-Nikolaos Anagnostopoulos, Marina Nerantzaki, George
Anastassopoulos
A Novel Machine Learning Data Preprocessing Method for Enhancing Classification
Algorithms Performance
Androniki Tamvakis, Christos-Nikolaos Anagnostopoulos, George Tsekouras, George
Anastassopoulos
Optimizing Voting Classification Using Cluster Analysis on Medical Diagnosis Data
Noah Eyal, Mark Last, Eitan Rubin
Comparison of Three Classifiers for Breast Cancer Outcome Prediction
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11:30-12:00
Coffee Break
12:00-13:30 EANN Session 2: Classification Pattern Recognition 1
Markus Kächele, Patrick Thiam, Mohammadreza Amirian, Philipp Werner, Steffen Walter,
Friedhelm Schwenker
Multimodal Data Fusion for Person-independent, Continuous Estimation of Pain
Intensity
Afshin Shahriari, Hamid Parvin and Hamid Alinejad
Exploring Weights of Hierarchical and Equivalency Relationship in General Persian
Texts
Leandro Y. Mano, Gabriel T. Giancristofaro, Bruno S. Faiçal, Giampaolo L. Libralon,
Gustavo Pessin, Pedro H.
Exploiting the Use of Ensemble Classifiers to Enhance the Precision of User's
Emotion
Stamatis Karlos, Nikos Fazakis, Sotiris Kotsiantis and Kyriakos Sgarbas
Self-train LogitBoost for Semi-supervised Learning
12:00-13:30 MHDW Workshop, Session 1
Basilis Charalampakis, Dimitris Spathis, Elias Kouslis and Katia Kermanidis
Detecting Irony on Greek Political Tweets: A Text Mining Approach
Phivos Mylonas
An Overview of Context Types within Multimedia and Social Computing
Panagiotis Gourgaris and Christos Makris
A Density Based k-Means Initialization Scheme
Evangelia Pippa, Evangelia Zacharaki, Vasiliki Tsirka, Iosif Mporas, Michael
Koutroumanidis and Vasileios Megalooikonomou
Temporal vs Spatiotemporal Analysis of EEG for Paroxysmal Events' Classification
12:00-13:30 AIAB Workshop, Session 2
Ilias Maglogiannis, Theodosios Goudas, Antonis Biliris, Haralampos Karanikas, Ioannis
Valavanis, Olga Papadodima, Aristotelis Chatziioannou
Redesigning EHRs and Clinical Decision Support Systems for the Precision Medicine
Era
Dimitrios Galiatsatos, Georgia Konstantopoulou, George Anastassopoulos, Marina
Nerantzaki, Konstantinos Assimakopoulos, Dimitrios Lymberopoulos
Classification of the most Significant Psychological Symptoms in Mental Patients
with Depression Using Bayesian
Harris Papadopoulos, Efthyvoulos Kyriacou, Andrew Nicolaides, Constantinos Pattichis
Reliable Probabilistic Prediction of High-Risk Asymptomatic Carotid Plaques
13:30-14:30
Lunch
14:30-16:00 EANN Session 3: Recurrent-Radial Basis Function ANN
Glauco Martins, Marley Vellasco, Roberto Schirru and Pedro Vellasco
Closed Loop Identification of Nuclear Steam Generator Water Level Using ESN
Network Tuned by Genetic Algorithm
Ander Arriandiaga, Eva Portillo, Jose Antonio Sánchez and Itziar Cabanes
On-line Surface Roughness Prediction in Grinding Using Recurrent Neural Networks
Eric Antonelo and Eduardo Camponogara
An Echo State Network-based Soft Sensor of Downhole Pressure for a Gas-lift Oil Well
David Coufal
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RBF Neural Networks and Radial Fuzzy Systems
14:30-16:00 MHDW Workshop, Session 2
Vasiliki Retsi, Ianthi Aggeliki Leonti, Aigli Korfiati, Konstantinos Theofilatos, Spiros
Likothanassis and Seferina Mavroudi
Predicting and Classifying Short Non-coding RNAs Using a Multiclass Evolutionary
Methodology
Katia Kermanidis, Manolis Maragoudakis and Spyros Vosinakis
House of Ads: a Multiplayer Action Game for Annotating Ad Video Content
Dimos Makris, Ioannis Karydis and Spyros Sioutas
The Greek Music Dataset
Athanasia Koumpouri, Iosif Mporas and Vasilis Megalooikonomou
Evaluation of Four Approaches for “Sentiment Analysis on Movie Reviews”: The
Kaggle Competition
14:30-16:00 IPMSC Workshop, Session 2
Georgios Bardis, Nikolaos Sideris, Nikolaos Vassilas, Georgios Miaoulis
An Intelligent GIS Database Framework Featuring Building Query Functionality
Using N-grams Encoding and k-means Classification
Aggeliki Vlachostergiou, Georgios Stratogiannis, George Caridakis, Georgios Siolas,
Phivos Mylonas
Smart Home Context Awareness Based on Smart and Innovative Cities
George Lyberopoulos, Eleni Theodoropoulou, Ioanna Mesogiti, Constantinos Filis, Ioannis
Mamounakis, Prodromos Makris and Emmanouel Varvarigos
VIMSEN: A Distributed Architecture for future Energy Market Frameworks
E. Vlachos, C. Mavrokefalidis, D. Ampeliotis, K. Berberidis
Regularized ICI Cancellation in V2V Communications
16:00-16:30
Coffee Break
16:30-18:00 EANN Session 4: Industrial and Engineering ANN Applications
Bartlomiej Beliczynski, Lech M. Grzesiak and Bartlomiej Ufnalski
Mixed Phenomenological and Neural Approach to Induction Motor Speed Estimation
Ramon Correa, Patricia Sampaio, Rafael Braga, Victor Alberto, Marcelo Souza, Leandro
Rabelo, Gustavo de Almeida and Antonio Braga
On-Line Monitoring of Mechanical Properties of Steel Tubes Using Artificial Neural
Networks
Sam Palmer, Denise Gorse and Ema Muk-Pavic
Neural Networks and Particle Swarm Optimization for Function Approximation in
Tri-SWACH Hull Design
David Lehký and Martina Šomodíková
Reliability Analysis of Post-tensioned Bridge Using Artificial Neural Network-based
Surrogate Model
16:30-18:00 MHDW Workshop, Session 3
Olga Politi, Iosif Mporas and Vasileios Megalooikonomou
Improving Human Motion Detection from Accelerometers Using Demographic
Information
Angeliki Rapti, Dimitrios Tsolis, Spyros Sioutas and Athanasios Tsakalidis
A Survey: Mining Linked Cultural Heritage Data
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Sotiris Christodoulou, Giannis Tzimas, Andreas Gizas, Emmanouil Viennas and Marios
Kendea
Mining HTML5 Code: A View to How Humans Use Emerging Web Standards
16:30-18:00 IPMSC Workshop, Session 3
Efthymios Oikonomou, Dimitra Panagiotou, Angelos Rouskas
Energy-aware Management of Virtual Machines in Cloud Data Centers
George Asimakopoulos, Sotiris Christodoulou, Andreas Gizas, Vassilios Triantafillou,
Giannis Tzimas, Emmanouil Viennas, John Gialelis, Dimitris Karadimas and Andreas
Papalambrou
Towards a Dynamic Waste Collection Management System Using Real-time and
Forecasted Data
Nikolaos Sideris, Georgios Bardis, Christos Yiakoumettis, Nikolaos Vassilas and Georgios
Miaoulis
An Integrated Framework for Semantic Modelling and Decision Support in 3D Urban
Virtual Environments
Makis Stamatelatos, Dirk Osstyn, Simon Delaere
The Creative Ring Conceptual Architecture
19:30-21:30
Welcome Reception
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Saturday 26/9/2015
8:30-9:00
Registration
9:00-10:00
EANN Plenary Session 2
Keynote Speaker: Paul Verschure
Engineering Biologically and Psychologically Grounded Living Machines: The
Distributed Adaptive Control Theory of Mind, Brain and Behaviour
9:00-10:00
MEDI Plenary Session 3
Keynote Speaker: Oscar Pastor
Using Conceptual Model Technologies for Understanding the Human Genome: From
an "Homo Sapiens" to an "Homo Genius"
10:00-11:30 EANN Session 5: Fuzzy - Neuro Fuzzy
Petr Hajek, Vladimir Olej
Intuitionistic Fuzzy Neural Network: The Case of Credit Scoring using Text
Information
Athanasios Tsadiras and George Zitopoulos
Decision Making on Container based Logistics Using Fuzzy Cognitive Maps
George Tsekouras
A Neural-Fuzzy Network Based on Hermite Polynomials to Predict the Coast Erosion
Mario Malcangi and Philip Grew
Evolving Fuzzy-neural Method for Multimodal Speech Recognition
10:00-11:30 EANN Tutorial 1
Presenter: Giacomo Boracchi
Learning under Concept Drift: Methodologies and Applications
10:00-11:30 MEDI Session 1: Modeling & Meta Modeling
Andres Ojamaa, Hele-Mai Haav and Jaan Penjam
Automatic Generation of DSL Meta Models from Formal Domain Ontologies
Yassine Ouhammou, Emmanuel Grolleau and Pascal Richard
Extension and Utilization of a Design Framework to Model Integrated Modular
Avionic Architecture
Richard Braun
Extending the MOF for the Adaptation of Hooks, Plug-ins and Add-ons in Conceptual
Modeling Languages
11:30-12:00
Coffee Break
12:00-13:30 EANN Session 6: Support Vector Machines
Isidoros Perikos, Epameinondas Ziakopoulos and Ioannis Hatzilygeroudis
Recognize Emotions from Facial Expressions Using a SVM and Neural Network
Schema
Pekka Kumpulainen, Timo Korpela, Yrjö Majanne and Anna Häyrinen
Modelling of NOx Emissions in Natural Gas Fired Hot Water Boilers
Nektaria Potha and Manolis Maragoudakis
Time Series Forecasting in Cyberbullying Data
Olarik Surinta, Mahir Karaaba, Tusar Mishar, Lambert Schomaker and Marco Wiering
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Recognizing Handwritten Characters with Local Descriptors and Bags of Visual
Words
12:00-13:30 Tutorial 2 EANN:
Presenter: Vera Kurkova
Strength and Limitations of Shallow Networks
12:00-13:30 MEDI Session 2: Ontology-based Modeling, Reasoning & Reuse
Mustapha Bourahla
Repairing Errors in Prism Programs using Probabilistic Abduction Reasoning
Houda Zaidi, Yann Pollet, Faouzi Boufares and Naoufel Kraiem
Semantic of Data Dependencies to Improve the Data Quality
Nadir Guetmi and Abdessamad Imine
A Cloud-based Reusable Design for Mobile Data Sharing
13:30-14:30
Lunch
14:30-16:00 EANN Session 7: Classification-Pattern Recognition 2
Marcelino Lázaro, Francisco Herrera and Aníbal R. Figueiras-Vidal
Classification of Binary Imbalanced Data Using a Bayesian Ensemble of Bayesian
Neural Networks
Stephen Akuma, Chrisina Jayne, Rahat Iqbal and Faiyaz Doctor
Inferring Users’ Interest on Web Documents through their Implicit Behaviour
Beatriz Pérez Sánchez, Oscar Fontenla Romero and Noelia Sánchez Maroño
One-class Classification for Microarray Datasets with Feature Selection
Doug Hunt and Dave Parry
Using Echo State Networks to Classify Unscripted, Real-World Punctual Activity
14:30-16:00 EANN Session 8: Bioinformatics - Intelligent Medical Modeling
Fotis Psomopoulos, Olga Vrousgou and Pericles Mitkas
A Grid-enabled Modular Framework for Efficient Sequence Analysis Workflows
Sarni Suhaila Rahim, Vasile Palade, James Shuttleworth, Chrisina Jayne and Raja Norliza
Raja Omar
Automatic Detection of Microaneurysms for Diabetic Retinopathy Screening Using
Fuzzy Image Processing
Marcos Levano
Application of Elastic Nets Using Phase Transition for Detection of Gene Expression
Patterns with Different Carbon Sources
Dror Lederman
Endotracheal Tube Position Confirmation System Using Neural Networks
14:30-16:00 MEDI Session 3: Event-B & Modeling Languages
Christian Attiogbe
Deriving Event-B Models from Mealy Machines: Application to an Auction System
Dominique Mery, Rushikesh Sawant and Anton Tarasyuk
Integrating Domain-based Features into Event-B: a Nose Gear Velocity Case Study
Richard Braun
Towards an Integrated Method for the Extension of MOF-Based Modeling
Languages
16:00-16:30
Coffee Break
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16:30-18:00 EANN Session 9: Life-Earth Sciences Intelligent Modeling
Sergey Dolenko, Alexander Efitorov, Sergey Burikov, Tatiana Dolenko, Igor Persiantsev
and Kirill Laptinskiy
Neural Network Approaches to Solution of the Inverse Problem of Identification and
Determination of the Ionic Composition of Multi-сomponent Water Solutions
Lazaros Iliadis and Konstantinos Demertzis
Intelligent Bio-Inspired Detection of Food Borne Pathogen by DNA Barcodes: The
case of Invasive Fish Species Lagocephalus Sceleratus
Irina Myagkova, Sergey Dolenko, Vladimir Shiroky, Natalia Sentemova and Igor
Persiantsev
Horizon of Neural Network Prediction of Relativistic Electrons Flux in the Outer
Radiation Belt of the Earth
Tibor Kmet and Maria Kmetova
A 24-h Forecast of Solar Irradiance Using Echo State Neural Networks
16:30-18:00 MEDI Session 4: Context Modeling and Model Transformation
Okba Barkat
Extending Semantic Databases to handle Context - An Ontology Modeling Approach
Klaus-Dieter Schewe, Qing Wang and Mariam Rady
Knowledge-based Entity Resolution with Contextual Information Defined over a
Monoid
Begona Martinez-Salvador, Mar Marcos and David Riano
An Algorithm for Guideline Transformation: from BPMN to SDA
16:30-18:00 MEDI Session 5: Data Mining
Amina Houari, Wassim Ayadi and Sadok Ben Yahia
Discovering Low Overlapping Biclusters in Gene Expression Data through Generic
Association Rules
Evangelos Sakkopoulos, Erion-Vasilis Pikoulis, Emmanouil Viennas, Eleni Cheilakou,
Amani-Christiana Saint, Nick Achilleopoulos, Maria Koui and Athanasios Tsakalidis
Data Management for Materials Identification, Damage Assessment and Restoration
of Cultural Objects
Pierre Maret, Shinishi Warisawa, Fabrice Muhlenbach, Guillaume Lopez and Ichiro
Yamada
A Generalized Model for Sensor Data and Data Mining Outputs for Better Data
Granularity Management in Telemonitoring Applications
21:00 Gala Party
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Sunday 27/9/2015
8:30-9:00
Registration
9:00-10:00
EANN Plenary Session 4
Keynote Speaker: Barbara Hammer
Autonomous Model Selection for Prototype Based Architectures
9:00-10:00
MEDI Plenary Session 5
Keynote Speaker: Christian Jensen
Keyword-Based Querying of Geo-Tagged Web Content
10:00-11:30 EANN Session 10 Learning
Yiannis Kokkinos and Konstantinos Margaritis
Multithreaded Local Learning Regularization Neural Networks for Regression Tasks
Primož Potočnik and Edvard Govekar
Practical Considerations in Training Extreme Learning Machines
Sotiris Konstantinidis, Pythagoras Karampiperis and Miguel-Angel Sicilia
Enhancing the Levenberg-Marquardt Method in Neural Network Training Using the
Direct Computation of the Error Cost Function Hessian
Shruti Kulkarni and Bipin Rajendran
Scalable Digital CMOS Architecture for Spike Based Supervised Learning
10:00-11:30 MEDI Session 6: Query Processing
Athanasios Naskos, Anastasios Gounaris, Haralambos Mouratidis and Panagiotis Katsaros
Security-aware Elasticity for NoSQL Databases
Amine Roukh
Estimating Power Consumption of Batch Query Workload
Eleftherios Tiakas and Dimitrios Rafailidis
Scalable Trajectory Similarity Search Based on Locations in Spatial Networks
10:00-11:30 MEDI Session 7: Modeling Activities & Inference
Bartosz Zielinski, Scibor Sobieski, Piotr Kruszynski, Maciej Sysak and Pawel Maslanka
Object pi-Calculus and Document Workflows
Orlando Belo, Claudia Gomes, Bruno Oliveira, Ricardo Marques and Vasco Santos
Automatic Generation of ETL Physical Systems from BPMN Conceptual Models
Gregory Provan
Bayesian Model Selection for Diagnostics
11:30-12:00
Coffee Break
12:00-13:30 EANN Session 11 Robotics-Image Video Processing
Philipp Kainz, Harald Burgsteiner, Martin Asslaber and Helmut Ahammer
Robust Bone Marrow Cell Discrimination by Rotation-Invariant Training of MultiClass Echo State Networks
Adriano Gaibotti, Claudio Marchisio, Alexandro Sentinelli and Giacomo Boracchi
Boracchi
Tampering Detection in Low-Power Smart Cameras
Anu Aggarwal
Azimuthal Sound Localisation with Electronic Lateral Superior Olive
Farah Bouakrif
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Trajectory Tracking Control for Perturbed Robot Manipulators Using Iterative
Learning Method
12:00-13:30 MEDI Session 8: Prediction & Recommendation
Georgios Kostopoulos, Sotiris Kotsiantis and Panagiotis Pintelas
Predicting Student Performance in Distance Higher Education Using SemiSupervised Techniques
Pavlos Kefalas and Panagiotis Symeonidis
Recommending Friends and Locations over a Heterogeneous Spatio-Temporal Graph
Alfredo Cuzzocrea, Giuseppe Psaila and Maurizio Toccu
The FollowMe Suite: Discovering Tourists' Trips Based on Geolocated Tweets
13:30-14:30
Lunch
14:30-16:10 EANN Session 12 Clustering
Szabolcs Novaczki and Borislava Gajic
Fixed-Resolution Growing Neural Gas for Clustering the Mobile Networks Data
Ali Aghaeirad and Bernardete Ribeiro
Credit Prediction Using Transfer Learning to Neural Networks via Self-Organizing
Maps
Xanthoula Eirini Pantazi, Dimitrios Moshou and Antonios Morellos
Prediction of Soil Nitrogen from Spectral Features Using Supervised Self Organizing
Maps
Hamid Parvin, Sadrollah Sadeghi, Ali Heidarzadegan and Yaser Nemati
Enhanced KNNC Using Clustering of Training Samples
Robin Babujee Jerome and Kimmo Hätönen
A Metric for Determining the Significance of Failures and its Use in Anomaly
Detection
14:30-16:00 MEDI Session 9: Requirement and Systems Engineering
Zouhir Djilani and Selma Khouri
Understanding User Requirements Iceberg: Semantic Based Approach
Scibor Sobieski and Bartosz Zielinski
User Stories and Parameterized Role Based Access Control
Nieves R. Brisaboa, Alejandro Cortinas, Miguel R. Luaces and Matias Pol'la
A Reusable Software Architecture for Geographic Information Systems Based on
Software Product Line Engineering
Selma Bouarar, Stephane Jean and Norbert Siegmund
SPL Driven Approach for Variability in Database Design
17:30 Walking tour to the Medieval town of Rhodes. Visit of the castle.
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