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ORCIDEANN/AIAI 2011: Corfu, Greece
- Lazaros S. Iliadis, Chrisina Jayne
:
Engineering Applications of Neural Networks - 12th INNS EANN-SIG International Conference, EANN 2011 and 7th IFIP WG 12.5 International Conference, AIAI 2011, Corfu, Greece, September 15-18, 2011, Proceedings Part I. IFIP Advances in Information and Communication Technology 363, Springer 2011, ISBN 978-3-642-23956-4
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 E. 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-Fernández, Ignacio Díaz Blanco, Ignacio Álvarez, Daniel Pérez, Daniel G. Ordonez, Manuel Domínguez-González:
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 M. 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 K. 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 B. Nossair, 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 - Patrizia 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 B. 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, Amos Folarin, Ioannis 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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