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AIAI 2012: Halkidiki, Corfu, Greece
- Lazaros S. Iliadis, Ilias Maglogiannis, Harris Papadopoulos
:
Artificial Intelligence Applications and Innovations - 8th IFIP WG 12.5 International Conference, AIAI 2012, Halkidiki, Greece, September 27-30, 2012, Proceedings, Part I. IFIP Advances in Information and Communication Technology 381, Springer 2012, ISBN 978-3-642-33408-5
ANN-Classification and Pattern Recognition
- Pedro Alves Nogueira, Luís Filipe Teófilo:
A Probabilistic Approach to Organic Component Detection in Leishmania Infected Microscopy Images. 1-10 - Kyriaki Kitikidou
Combination of M-Estimators and Neural Network Model to Analyze Inside/Outside Bark Tree Diameters. 11-18 - Fakroul Ridzuan Bin Hashim
Multi-classify Hybrid Multilayered Perceptron (HMLP) Network for Pattern Recognition Applications. 19-27 - Danai Georgara, Katia Lida Kermanidis, Ioannis Mariolis:
Support Vector Machine Classification of Protein Sequences to Functional Families Based on Motif Selection. 28-36
Optimization-Genetic Algorithms
- Constantinos Stylianou
A Multi-objective Genetic Algorithm for Software Development Team Staffing Based on Personality Types. 37-47 - Thomas White, Shan He:
An Empirical Comparison of Several Recent Multi-objective Evolutionary Algorithms. 48-57 - Yu Zhong, Abhishek Dutta
Fine Tuning of a Wet Clutch Engagement by Means of a Genetic Algorithm. 58-67
Artificial Neural Networks
- Alexey Potapov, Maxim Peterson:
A Representational MDL Framework for Improving Learning Power of Neural Network Formalisms. 68-77 - Nikolaos Papahristou, Ioannis Refanidis
On the Design and Training of Bots to Play Backgammon Variants. 78-87 - Vera Kurková
Surrogate Modelling of Solutions of Integral Equations by Neural Networks. 88-96
Learning and Data Mining
- Yiannis Kokkinos, Konstantinos G. Margaritis
A Regularization Network Committee Machine of Isolated Regularization Networks for Distributed Privacy Preserving Data Mining. 97-106 - Maytham Alabbas
Improved POS-Tagging for Arabic by Combining Diverse Taggers. 107-116 - Efthalia Karydi, Konstantinos G. Margaritis
Multithreaded Implementation of the Slope One Algorithm for Collaborative Filtering. 117-125 - Jan Boril
Experimental Identification of Pilot Response Using Measured Data from a Flight Simulator. 126-135 - Hamid Jahankhani, Elias Pimenidis, Amin Hosseinian Far
A Probabilistic Knowledge-Based Information System for Environmental Policy Modeling and Decision Making. 136-145 - Kaichun K. Chang, Carl Barton, Costas S. Iliopoulos, Jyh-Shing Roger Jang
Conceptualization and Significance Study of a New Appliation CS-MIR. 146-156 - Erik Weitnauer, Helge J. Ritter:
Physical Bongard Problems. 157-163 - Evanthia Faliagka, Ioannis Karydis
Taxonomy Development and Its Impact on a Self-learning e-Recruitment System. 164-174
Fuzzy Logic
- Stelios Krinidis
Fuzzy Energy-Based Active Contours Exploiting Local Information. 175-184 - Jacek Kabzinski
Fuzzy Friction Modeling for Adaptive Control of Mechatronic Systems. 185-195 - Antonios Kalampakas
Fuzzy Graph Language Recognizability. 196-205 - Petr Hájek
Adaptive Intuitionistic Fuzzy Inference Systems of Takagi-Sugeno Type for Regression Problems. 206-216 - Vassilis C. Gerogiannis
A Hybrid Method for Evaluating Biomass Suppliers - Use of Intuitionistic Fuzzy Sets and Multi-Periodic Optimization. 217-223
Classification Pattern Recognition
- Haris Haralambous, Harris Papadopoulos
A Neural Network for Spatial and Temporal Modeling of foF2 Data Based on Satellite Measurements. 224-233 - Thorsten Johl, Manfred Nimtz, Lothar Jänsch, Frank Klawonn
Detecting Glycosylations in Complex Samples. 234-243 - Arman Mehrbakhsh, Alireza Khalilian
Experiments with Face Recognition Using a Novel Approach Based on CVQ Technique. 244-253 - Ladislav Lenc, Pavel Král
Novel Matching Methods for Automatic Face Recognition Using SIFT. 254-263
Multi Agent Systems
- Alex Muscar, Costin Badica
Exploring the Design Space of a Declarative Framework for Automated Negotiation: Initial Considerations. 264-273 - Andonis Papaleonidas, Lazaros S. Iliadis:
Hybrid and Reinforcement Multi Agent Technology for Real Time Air Pollution Monitoring. 274-284 - Asma Sanam Larik, Sajjad Haider
Rule-Based Behavior Prediction of Opponent Agents Using Robocup 3D Soccer Simulation League Logfiles. 285-295
Multi Attribute DSS
- Ioannis Panagiotopoulos, Aikaterini K. Kalou, Christos Pierrakeas
An Ontology-Based Model for Student Representation in Intelligent Tutoring Systems for Distance Learning. 296-305 - Foteini Grivokostopoulou
Assistant Tools for Teaching FOL to CF Conversion. 306-315 - Ruisheng Guo, Dominic Palmer-Brown, Sin Wee Lee, Fang Fang Cai:
Effective Diagnostic Feedback for Online Multiple-Choice Questions. 316-326
Clustering
- Stefanos Ougiaroglou
A Fast Hybrid k-NN Classifier Based on Homogeneous Clusters. 327-336 - Sotirios P. Chatzis, Dimitrios Korkinof, Yiannis Demiris
A Spatially-Constrained Normalized Gamma Process for Data Clustering. 337-346 - Ruth Janning, Tomás Horváth
GamRec: A Clustering Method Using Geometrical Background Knowledge for GPR Data Preprocessing. 347-356 - Samah Jamal Fodeh, Ali Haddad, Cynthia Brandt, Martin H. Schultz, Michael Krauthammer
Enhancing Clustering by Exploiting Complementary Data Modalities in the Medical Domain. 357-367 - Georgina Tryfou, Nicolas Tsapatsoulis
Extraction of Web Image Information: Semantic or Visual Cues? 368-373 - Cosimo Birtolo
Trust-Aware Clustering Collaborative Filtering: Identification of Relevant Items. 374-384 - Sotiris K. Tasoulis, Ilias Maglogiannis
Unsupervised Detection of Fibrosis in Microscopy Images Using Fractals and Fuzzy c-Means Clustering. 385-394
Image-Video Classification and Processing
- Stelios Krinidis
Image Threshold Selection Exploiting Empirical Mode Decomposition. 395-403 - Zenonas Theodosiou, Nicolas Tsapatsoulis
Modelling Crowdsourcing Originated Keywords within the Athletics Domain. 404-413 - Ioannis M. Stephanakis, George C. Anastassopoulos
Scalable Object Encoding Using Multiplicative Multilinear Inter-camera Prediction in the Context of Free View 3D Video. 414-424
Engineering Applications of AI and Artificial Neural Networks
- Eleni Vrochidou
Correlation between Seismic Intensity Parameters of HHT-Based Synthetic Seismic Accelerograms and Damage Indices of Buildings. 425-434 - Haidar Samet
Improving Current and Voltage Transformers Accuracy Using Artificial Neural Network. 435-442 - Darko Kovacevic, Nikica Pribacic, Radovan Antonic, Asja Kovacevic, Mate Jovic:
Modeling of Syllogisms in Analog Hardware. 443-452 - Najmeh Faridnia, Haidar Samet
A New Approach to High Impedance Fault Detection Based on Correlation Functions. 453-462 - Ioannis Chamodrakas, Drakoulis Martakos:
Network Selection in a Virtual Network Operator Environment. 463-473 - Yu Zhong, Bart Wyns, Abhishek Dutta
Position and Velocity Predictions of the Piston in a Wet Clutch System during Engagement by Using a Neural Network Modeling. 474-482 - Adnène Arbi
Uniform Asymptotic Stability and Global Asymptotic Stability for Time-Delay Hopfield Neural Networks. 483-492
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