EANN/AIAI 2011: Corfu, Greece

Computer Vision and Robotics

• Elmar Berghöfer, Denis Schulze, Marko Tscherepanow, Sven Wachsmuth:
  ART-Based Fusion of Multi-modal Information for Mobile Robots. 1-10
  
• Jefferson R. Souza, Gustavo Pessin, Fernando Santos Osório, Denis F. Wolf:
  Vision-Based Autonomous Navigation Using Supervised Learning Techniques. 11-20
  

Self Organizing Maps

• Primoz Potocnik, Tomaz Berlec, Marko Starbek, Edvard Govekar:
  SOM-Based Clustering and Optimization of Production. 21-30
  
• Félix Iglesias Vázquez, Sergio Cantos Gaceo, Wolfgang Kastner, José A. Montero Morales:
  Behavioral Profiles for Building Energy Performance Using eXclusive SOM. 31-40
  

Classification - Pattern Recognition

• Dominic Palmer-Brown, Chrisina Jayne:
  Hypercube Neural Network Algorithm for Classification. 41-51
  
• Emmanouil Hourdakis, Panos E. Trahanias:
  Improving the Classification Performance of Liquid State Machines Based on the Separation Property. 52-62
  
• Hui Wei, Bo Lang, Qingsong Zuo:
  A Scale-Changeable Image Analysis Method. 63-68
  
• Leon Bobrowski:
  Induction of Linear Separability through the Ranked Layers of Binary Classifiers. 69-77
  
• André Frank Krause, Kai Essig, Li-Ying Essig-Shih, Thomas Schack:
  Classifying the Differences in Gaze Patterns of Alphabetic and Logographic L1 Readers - A Neural Network Approach. 78-83
  
• Pablo Pizarro, Miguel Figueroa:
  Subspace-Based Face Recognition on an FPGA. 84-89
  
• Ioannis M. Stephanakis, George C. Anastassopoulos, Lazaros S. Iliadis:
  A Window-Based Self-Organizing Feature Map (SOFM) for Vector Filtering Segmentation of Color Medical Imagery. 90-100
  

Financial and Management Applications of AI

• Nick F. Ryman-Tubb, Paul Krause:
  Neural Network Rule Extraction to Detect Credit Card Fraud. 101-110
  

Fuzzy Systems

• D. Vijay Rao, Lazaros S. Iliadis, Stefanos Spartalis:
  A Neuro-Fuzzy Hybridization Approach to Model Weather Operations in a Virtual Warfare Analysis System. 111-121
  
• Mario Malcangi:
  Employing Smart Logic to Spot Audio in Real Time on Deeply Embedded Systems. 122-129
  

Support Vector Machines

• Ching-Lu Hsieh, Chao-Yung Hung, Ching-Yun Kuo:
  Quantization of Adulteration Ratio of Raw Cow Milk by Least Squares Support Vector Machines (LS-SVM) and Visible/Near Infrared Spectroscopy. 130-139
  
• Lazaros S. Iliadis, Stavros Tachos, Stavros Avramidis, Shawn Mansfield:
  Support Vector Machines versus Artificial Neural Networks for Wood Dielectric Loss Factor Estimation. 140-149
  

Learning and Novel Algorithms

• Francisco J. García, Ignacio Díaz Blanco, Ignacio Álvarez, Daniel Pérez, Daniel G. Ordonez, Manuel Domínguez:
  Time-Frequency Analysis of Hot Rolling Using Manifold Learning. 150-155
  

Reinforcement and Radial Basis Function ANN

• Ching-Lu Hsieh, Chao-Yung Hung, Mei-Jen Lin:
  Application of Radial Bases Function Network and Response Surface Method to Quantify Compositions of Raw Goat Milk with Visible/Near Infrared Spectroscopy. 156-161
  
• Anestis Fachantidis, Ioannis Partalas, Grigorios Tsoumakas, Ioannis P. Vlahavas:
  Transferring Models in Hybrid Reinforcement Learning Agents. 162-171
  

Machine Learning

• Tuomo Sipola, Antti Juvonen, Joel Lehtonen:
  Anomaly Detection from Network Logs Using Diffusion Maps. 172-181
  
• Marc Sauget, Julien Henriet, Michel Salomon, Sylvain Contassot-Vivier:
  Large Datasets: A Mixed Method to Adapt and Improve Their Learning by Neural Networks Used in Regression Contexts. 182-191
  

Evolutionary Genetic Algorithms - Optimization

• Ioannis Stephanakis, Dimitrios Logothetis:
  Evolutionary Algorithm Optimization of Edge Delivery Sites in Next Generation Multi-service Content Distribution Networks. 192-202
  
• Horacio M. González Velasco, Carlos J. García Orellana, Miguel Macías Macías, Ramón Gallardo Caballero, Antonio García-Manso:
  Application of Neural Networks to Morphological Assessment in Bovine Livestock. 203-208
  

Web Applications of ANN

• Ignazio Gallo, Angelo Nodari, Marco Vanetti:
  Object Segmentation Using Multiple Neural Networks for Commercial Offers Visual Search. 209-218
  

Spiking ANN

• Ammar Mohemmed, Stefan Schliebs, Satoshi Matsuda, Nikola Kasabov:
  Method for Training a Spiking Neuron to Associate Input-Output Spike Trains. 219-228
  

Feature Extraction - Minimization

• Pari Jahankhani, Juan Alfonso Lara, Aurora Pérez-Pérez, Juan Pedro Valente:
  Two Different Approaches of Feature Extraction for Classifying the EEG Signals. 229-239
  
• Behrouz Minaei-Bidgoli, Maryam Asadi, Hamid Parvin:
  An Ensemble Based Approach for Feature Selection. 240-246
  
• Sabra El Ferchichi, Salah Zidi, Kaouther Laabidi, Moufida Ksouri, Salah Maouche:
  A New Feature Extraction Method Based on Clustering for Face Recognition. 247-253
  

Medical Applications of AI

• Fayrouz Allam, Zaki Nossai, Hesham Gomma, Ibrahim Ibrahim, Mona Abdelsalam:
  A Recurrent Neural Network Approach for Predicting Glucose Concentration in Type-1 Diabetic Patients. 254-259
  
• Ahmed A. Othman, Hamid R. Tizhoosh:
  Segmentation of Breast Ultrasound Images Using Neural Networks. 260-269
  
• Anju Verma, Maurizio Fiasché, Maria Cuzzola, Francesco Carlo Morabito, Giuseppe Irrera:
  Knowledge Discovery and Risk Prediction for Chronic Diseases: An Integrated Approach. 270-279
  
• Nicoletta Nicolaou, Saverios Houris, Pandelitsa Alexandrou, Julius Georgiou:
  Permutation Entropy for Discriminating 'Conscious' and 'Unconscious' State in General Anesthesia. 280-288
  

Environmental and Earth Applications of AI

• Milan Cisty:
  Determining Soil - Water Content by Data Driven Modeling When Relatively Small Data Sets Are Available. 289-295
  
• P. Boi, Augusto Montisci:
  A Neural Based Approach and Probability Density Approximation for Fault Detection and Isolation in Nonlinear Systems. 296-305
  
• Haris Haralambous, Antonis Ioannou, Harris Papadopoulos:
  A Neural Network Tool for the Interpolation of foF2 Data in the Presence of Sporadic E Layer. 306-314
  

Multi Layer ANN

• Petia D. Koprinkova-Hristova, Nikolay Tontchev, Silvia Popova:
  Neural Networks Approach to Optimization of Steel Alloys Composition. 315-324
  
• Marisa Masvoula, Constantine Halatsis, Drakoulis Martakos:
  Predictive Automated Negotiators Employing Risk-Seeking and Risk-Averse Strategies. 325-334
  
• Manuel Cruz, Jorge M. Santos, Nuno Cruz:
  Maximum Shear Modulus Prediction by Marchetti Dilatometer Test Using Neural Networks. 335-344
  
• Tânia Fontes, Vânia Lopes, Luís M. Silva, Jorge M. Santos, Joaquim Marques de Sá:
  NNIGnets, Neural Networks Software. 345-350
  
• Aaron J. Owens:
  Key Learnings from Twenty Years of Neural Network Applications in the Chemical Industry. 351-360
  

Bioinformatics

• Maurizio Fiasché, Anju Verma, Maria Cuzzola, Francesco Carlo Morabito, Giuseppe Irrera:
  Incremental - Adaptive - Knowledge Based - Learning for Informative Rules Extraction in Classification Analysis of aGvHD. 361-371
  

The Applications of Soft Computing to Telecommunications (ASCOTE) Workshop

• Deepthi N. Ratnayake, Hassan B. Kazemian, Syed A. Yusuf, Azween B. Abdullah:
  An Intelligent Approach to Detect Probe Request Attacks in IEEE 802.11 Networks. 372-381
  
• Karim Ouazzane, Jun Li, Hassan B. Kazemian:
  An Intelligent Keyboard Framework for Improving Disabled People Computer Accessibility. 382-391
  
• Pekka Kumpulainen, Mika Särkioja, Mikko Kylväjä, Kimmo Hätönen:
  Finding 3G Mobile Network Cells with Similar Radio Interface Quality Problems. 392-401
  
• Pekka Kumpulainen, Mika Särkioja, Mikko Kylväjä, Kimmo Hätönen:
  Analyzing 3G Quality Distribution Data with Fuzzy Rules and Fuzzy Clustering. 402-411
  
• Ronnie Cheung, Hassan B. Kazemian:
  Adaptive Service Composition for Meta-searching in a Mobile Environment. 412-421
  
• Shanyu Tang, Hassan B. Kazemian:
  Simulation of Web Data Traffic Patterns Using Fractal Statistical Modelling. 422-432
  

Computational Intelligence Applications in Bioinformatics (CIAB) Workshop

• Dimitra-Despoina Pagania, Adam V. Adamopoulos, Spiridon D. Likothanassis:
  Mathematical Models of Dynamic Behavior of Individual Neural Networks of Central Nervous System. 433-442
  
• George Potamias, Sofia Kaforou, Dimitris Kafetzopoulos:
  Towards Optimal Microarray Universal Reference Sample Designs: An In-Silico Optimization Approach. 443-452
  
• Eleni G. Christodoulou, O. D. Røe, A. Folarin, I. Tsamardinos:
  Information-Preserving Techniques Improve Chemosensitivity Prediction of Tumours Based on Expression Profiles. 453-462
  
• Charalampos N. Moschopoulos, Grigorios N. Beligiannis, Sophia Kossida, Spiridon D. Likothanassis:
  Optimizing Filter Processes on Protein Interaction Clustering Results Using Genetic Algorithms. 463-470
  
• Christos M. Dimitrakopoulos, Konstantinos A. Theofilatos, Efstratios F. Georgopoulos, Spiridon D. Likothanassis, Athanasios K. Tsakalidis, Seferina Mavroudi:
  Adaptive Filtering Techniques Combined with Natural Selection-Based Heuristic Algorithms in the Prediction of Protein-Protein Interactions. 471-480
  

Informatics and Intelligent Systems Applications for Quality of Life information Services (ISQLIS) Workshop

• Kostas D. Karatzas, Marina Riga, Dimitris Voukantsis, Åslög Dahl:
  Investigation of Medication Dosage Influences from Biological Weather. 481-490
  
• Lazaros S. Iliadis, Kyriaki Kitikidou:
  Combination of Survival Analysis and Neural Networks to Relate Life Expectancy at Birth to Lifestyle, Environment, and Health Care Resources Indicators. 491-498
  
• Mihaela Oprea, Lazaros S. Iliadis:
  An Artificial Intelligence-Based Environment Quality Analysis System. 499-508
  
• Dimitris Voukantsis, Kostas D. Karatzas, Siegfried Jaeger, Uwe Berger:
  Personalized Information Services for Quality of Life: The Case of Airborne Pollen Induced Symptoms. 509-515
  
• Xanthos Papakonstantinou, Lazaros S. Iliadis, Elias Pimenidis, Fotis P. Maris:
  Fuzzy Modeling of the Climate Change Effect to Drought and to Wild Fires in Cyprus. 516-528
  

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