IFIP TC6 Open Digital Library

AIAI 2012: Halkidiki, Corfu, Greece

Artificial Intelligence Applications and Innovations - 8th IFIP WG 12.5 International Conference, AIAI 2012, Halkidiki, Greece, September 27-30, 2012, Proceedings, Part I

Lazaros S. Iliadis, Ilias Maglogiannis, Harris Papadopoulos

Springer, IFIP Advances in Information and Communication Technology 381, ISBN: 978-3-642-33408-5


ANN-Classification and Pattern Recognition

A Probabilistic Approach to Organic Component Detection in Leishmania Infected Microscopy Images.

Pedro Alves Nogueira, Luís Filipe Teófilo


Combination of M-Estimators and Neural Network Model to Analyze Inside/Outside Bark Tree Diameters.

Kyriaki Kitikidou, Elias Milios, Lazaros S. Iliadis, Minas Kaymakis


Multi-classify Hybrid Multilayered Perceptron (HMLP) Network for Pattern Recognition Applications.

Fakroul Ridzuan Bin Hashim, John J. Soraghan, Lykourgos Petropoulakis


Support Vector Machine Classification of Protein Sequences to Functional Families Based on Motif Selection.

Danai Georgara, Katia Lida Kermanidis, Ioannis Mariolis


Optimization-Genetic Algorithms

A Multi-objective Genetic Algorithm for Software Development Team Staffing Based on Personality Types.

Constantinos Stylianou, Andreas S. Andreou


An Empirical Comparison of Several Recent Multi-objective Evolutionary Algorithms.

Thomas White, Shan He 0001


Fine Tuning of a Wet Clutch Engagement by Means of a Genetic Algorithm.

Yu Zhong, Abhishek Dutta, Bart Wyns, Clara M. Ionescu, Gregory Pinte, Wim Symens, Julian Stoev, Robin De Keyser


Artificial Neural Networks

A Representational MDL Framework for Improving Learning Power of Neural Network Formalisms.

Alexey Potapov, Maxim Peterson


On the Design and Training of Bots to Play Backgammon Variants.

Nikolaos Papahristou, Ioannis Refanidis


Surrogate Modelling of Solutions of Integral Equations by Neural Networks.

Vera Kurková


Learning and Data Mining

A Regularization Network Committee Machine of Isolated Regularization Networks for Distributed Privacy Preserving Data Mining.

Yiannis Kokkinos, Konstantinos G. Margaritis


Improved POS-Tagging for Arabic by Combining Diverse Taggers.

Maytham Alabbas, Allan Ramsay


Multithreaded Implementation of the Slope One Algorithm for Collaborative Filtering.

Efthalia Karydi, Konstantinos G. Margaritis


Experimental Identification of Pilot Response Using Measured Data from a Flight Simulator.

Jan Boril, Rudolf Jalovecky


A Probabilistic Knowledge-Based Information System for Environmental Policy Modeling and Decision Making.

Hamid Jahankhani, Elias Pimenidis, Amin Hosseinian Far


Conceptualization and Significance Study of a New Appliation CS-MIR.

Kaichun K. Chang, Carl Barton, Costas S. Iliopoulos, Jyh-Shing Roger Jang


Physical Bongard Problems.

Erik Weitnauer, Helge Ritter


Taxonomy Development and Its Impact on a Self-learning e-Recruitment System.

Evanthia Faliagka, Ioannis Karydis, Maria Rigou, Spyros Sioutas, Athanasios K. Tsakalidis, Giannis Tzimas


Fuzzy Logic

Fuzzy Energy-Based Active Contours Exploiting Local Information.

Stelios Krinidis, Michail Krinidis


Fuzzy Friction Modeling for Adaptive Control of Mechatronic Systems.

Jacek Kabzinski


Fuzzy Graph Language Recognizability.

Antonios Kalampakas, Stefanos Spartalis, Lazaros S. Iliadis


Adaptive Intuitionistic Fuzzy Inference Systems of Takagi-Sugeno Type for Regression Problems.

Petr Hájek, Vladimír Olej


A Hybrid Method for Evaluating Biomass Suppliers - Use of Intuitionistic Fuzzy Sets and Multi-Periodic Optimization.

Vassilis C. Gerogiannis, Vasiliki Kazantzi, Leonidas Anthopoulos


Classification Pattern Recognition

A Neural Network for Spatial and Temporal Modeling of foF2 Data Based on Satellite Measurements.

Haris Haralambous, Harris Papadopoulos


Detecting Glycosylations in Complex Samples.

Thorsten Johl, Manfred Nimtz, Lothar Jänsch, Frank Klawonn


Experiments with Face Recognition Using a Novel Approach Based on CVQ Technique.

Arman Mehrbakhsh, Alireza Khalilian


Novel Matching Methods for Automatic Face Recognition Using SIFT.

Ladislav Lenc, Pavel Král


Multi Agent Systems

Exploring the Design Space of a Declarative Framework for Automated Negotiation: Initial Considerations.

Alex Muscar, Costin Badica


Hybrid and Reinforcement Multi Agent Technology for Real Time Air Pollution Monitoring.

Andonis Papaleonidas, Lazaros S. Iliadis


Rule-Based Behavior Prediction of Opponent Agents Using Robocup 3D Soccer Simulation League Logfiles.

Asma Sanam Larik, Sajjad Haider


Multi Attribute DSS

An Ontology-Based Model for Student Representation in Intelligent Tutoring Systems for Distance Learning.

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


Assistant Tools for Teaching FOL to CF Conversion.

Foteini Grivokostopoulou, Isidoros Perikos, Ioannis Hatzilygeroudis


Effective Diagnostic Feedback for Online Multiple-Choice Questions.

Ruisheng Guo, Dominic Palmer-Brown, Sin Wee Lee, Fang Fang Cai



A Fast Hybrid k-NN Classifier Based on Homogeneous Clusters.

Stefanos Ougiaroglou, Georgios Evangelidis


A Spatially-Constrained Normalized Gamma Process for Data Clustering.

Sotirios P. Chatzis, Dimitrios Korkinof, Yiannis Demiris


GamRec: A Clustering Method Using Geometrical Background Knowledge for GPR Data Preprocessing.

Ruth Janning, Tomás Horváth, Andre Busche, Lars Schmidt-Thieme


Enhancing Clustering by Exploiting Complementary Data Modalities in the Medical Domain.

Samah Jamal Fodeh, Ali Haddad, Cynthia Brandt, Martin H. Schultz, Michael Krauthammer


Extraction of Web Image Information: Semantic or Visual Cues?

Georgina Tryfou, Nicolas Tsapatsoulis


Trust-Aware Clustering Collaborative Filtering: Identification of Relevant Items.

Cosimo Birtolo, Davide Ronca, Gianluca Aurilio


Unsupervised Detection of Fibrosis in Microscopy Images Using Fractals and Fuzzy c-Means Clustering.

Sotiris K. Tasoulis, Ilias Maglogiannis, Vassilis P. Plagianakos


Image-Video Classification and Processing

Image Threshold Selection Exploiting Empirical Mode Decomposition.

Stelios Krinidis, Michail Krinidis


Modelling Crowdsourcing Originated Keywords within the Athletics Domain.

Zenonas Theodosiou, Nicolas Tsapatsoulis


Scalable Object Encoding Using Multiplicative Multilinear Inter-camera Prediction in the Context of Free View 3D Video.

Ioannis M. Stephanakis, George C. Anastassopoulos


Engineering Applications of AI and Artificial Neural Networks

Correlation between Seismic Intensity Parameters of HHT-Based Synthetic Seismic Accelerograms and Damage Indices of Buildings.

Eleni Vrochidou, Petros-Fotios Alvanitopoulos, Ioannis Andreadis, Anaxagoras Elenas


Improving Current and Voltage Transformers Accuracy Using Artificial Neural Network.

Haidar Samet, Farshid Nasrfard Jahromi, Arash Dehghani, Afsaneh Narimani


Modeling of Syllogisms in Analog Hardware.

Darko Kovacevic, Nikica Pribacic, Radovan Antonic, Asja Kovacevic, Mate Jovic


A New Approach to High Impedance Fault Detection Based on Correlation Functions.

Najmeh Faridnia, Haidar Samet, Babak Doostani Dezfuli


Network Selection in a Virtual Network Operator Environment.

Ioannis Chamodrakas, Drakoulis Martakos


Position and Velocity Predictions of the Piston in a Wet Clutch System during Engagement by Using a Neural Network Modeling.

Yu Zhong, Bart Wyns, Abhishek Dutta, Clara-Mihaela Ionescu, Gregory Pinte, Wim Symens, Julian Stoev, Robin De Keyser


Uniform Asymptotic Stability and Global Asymptotic Stability for Time-Delay Hopfield Neural Networks.

Adnene Arbi, Chaouki Aouiti, Abderrahmane Touati