| Description |
1 online resource (xxiv, 532 pages) : illustrations |
| Series |
IFIP advances in information and communication technology ; 363 |
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IFIP advances in information and communication technology ; 363.
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| Contents |
Machine generated contents note: Computer Vision and Robotics -- ART-Based Fusion of Multi-modal Information for Mobile Robots / Sven Wachsmuth -- Vision-Based Autonomous Navigation Using Supervised Learning Techniques / Denis F. Wolf -- Self Organizing Maps -- SOM-Based Clustering and Optimization of Production / Edvard Govekar -- Behavioral Profiles for Building Energy Performance Using eXclusive SOM / Jose A. Montero Morales -- Classification -- Pattern Recognition -- Hypercube Neural Network Algorithm for Classification / Chrisina Jayne -- Improving the Classification Performance of Liquid State Machines Based on the Separation Property / Panos Trahanias -- Scale-Changeable Image Analysis Method / Qing-song Zuo -- Induction of Linear Separability through the Ranked Layers of Binary Classifiers / Leon Bobrowski -- Classifying the Differences in Gaze Patterns of Alphabetic and Logographic LI Readers -- A Neural Network Approach / Thomas Schack -- Subspace-Based Face Recognition on an FPGA / Miguel Figueroa -- Window-Based Self-Organizing Feature Map (SOFM) for Vector Filtering Segmentation of Color Medical Imagery / Lazaros Iliadis -- Financial and Management Applications of AI -- Neural Network Rule Extraction to Detect Credit Card Fraud / Paul Krause -- Fuzzy Systems -- Neuro-Fuzzy Hybridization Approach to Model Weather Operations in a Virtual Warfare Analysis System / Stefanos Spartalis -- Employing Smart Logic to Spot Audio in Real Time on Deeply Embedded Systems / Mario Malcangi -- Support Vector Machines -- Quantization of Adulteration Ratio of Raw Cow Milk by Least Squares Support Vector Machines (LS-SVM) and Visible/Near Infrared Spectroscopy / Ching-Yun Kuo -- Support Vector Machines versus Artificial Neural Networks for Wood Dielectric Loss Factor Estimation / Shawn Mansfield -- Learning and Novel Algorithms |
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Note continued: Time-Frequency Analysis of Hot Rolling Using Manifold Learning / Manuel Dominguez -- Reinforcement and Radial Basis Function ANN -- Application of Radial Bases Function Network and Response Surface Method to Quantify Compositions of Raw Goat Milk with Visible/Near Infrared Spectroscopy / Mei-Jen Lin -- Transferring Models in Hybrid Reinforcement Learning Agents / Ioannis Vlahavas -- Machine Learning -- Anomaly Detection from Network Logs Using Diffusion Maps / Joel Lehtonen -- Large Datasets: A Mixed Method to Adapt and Improve Their Learning by Neural Networks Used in Regression Contexts / Sylvain Contassot-Vivier -- Evolutionary Genetic Algorithms -- Optimization -- Evolutionary Algorithm Optimization of Edge Delivery Sites in Next Generation Multi-service Content Distribution Networks / Dimitrios Logothetis -- Application of Neural Networks to Morphological Assessment in Bovine Livestock / Antonio Garcia-Manso -- Web Applications of ANN -- Object Segmentation Using Multiple Neural Networks for Commercial Offers Visual Search / M. Vanetti -- Spiking ANN -- Method for Training a Spiking Neuron to Associate Input-Output Spike Trains / Nikola Kasabov -- Feature Extraction -- Minimization -- Two Different Approaches of Feature Extraction for Classifying the EEG Signals / Juan P. Valente -- Ensemble Based Approach for Feature Selection / Hamid Parvin -- New Feature Extraction Method Based on Clustering for Face Recognition / Salah Maouche -- Medical Applications of AI -- Recurrent Neural Network Approach for Predicting Glucose Concentration in Type-1 Diabetic Patients / Mona Abdelsalam -- Segmentation of Breast Ultrasound Images Using Neural Networks / Hamid R. Tizhoosh -- Knowledge Discovery and Risk Prediction for Chronic Diseases: An Integrated Approach / Giuseppe Irrera |
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Note continued: Permutation Entropy for Discriminating ̀Conscious' and ̀Unconscious' State in General Anesthesia / Julius Georgiou -- Environmental and Earth Applications of AI -- Determining Soil -- Water Content by Data Driven Modeling When Relatively Small Data Sets Are Available / Milan Cisty -- Neural Based Approach and Probability Density Approximation for Fault Detection and Isolation in Nonlinear Systems / A. Montisci -- Neural Network Tool for the Interpolation of foF2 Data in the Presence of Sporadic E Layer / Harris Papadopoulos -- Multi Layer ANN -- Neural Networks Approach to Optimization of Steel Alloys Composition / Silviya Popova -- Predictive Automated Negotiators Employing Risk-Seeking and Risk-Averse Strategies / Drakoulis Martakos -- Maximum Shear Modulus Prediction by Marchetti Dilatometer Test Using Neural Networks / Nuno Cruz -- NNIGnets, Neural Networks Software / Joaquim Marques de Sa -- Key Learnings from Twenty Years of Neural Network Applications in the Chemical Industry / Aaron J. Owens -- Bioinformatics -- Incremental-Adaptive-Knowledge Based-Learning for Informative Rules Extraction in Classification Analysis of aGvHD / Giuseppe Irrera -- Applications of Soft Computing to Telecommunications (ASCOTE) Workshop -- Intelligent Approach to Detect Probe Request Attacks in IEEE 802.11 Networks / Azween B. Abdullah -- Intelligent Keyboard Framework for Improving Disabled People Computer Accessibility / Hassan B. Kazemian -- Finding 3G Mobile Network Cells with Similar Radio Interface Quality Problems / Kimmo Hatonen -- Analyzing 3G Quality Distribution Data with Fuzzy Rules and Fuzzy Clustering / Kimmo Hatonen -- Adaptive Service Composition for Meta-searching in a Mobile Environment / Hassan B. Kazemian -- Simulation of Web Data Traffic Patterns Using Fractal Statistical Modelling / Hassan B. Kazemian |
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Note continued: Computational Intelligence Applications in Bioinformatics (CIAB) Workshop -- Mathematical Models of Dynamic Behavior of Individual Neural Networks of Central Nervous System / Spiridon D. Likothanassis -- Towards Optimal Microarray Universal Reference Sample Designs: An In-Silico Optimization Approach / Dimitris Kafetzopoulos -- Information-Preserving Techniques Improve Chemosensitivity Prediction of Tumours Based on Expression Profiles / I. Tsamardinos -- Optimizing Filter Processes on Protein Interaction Clustering Results Using Genetic Algorithms / Spiridon Likothanassis -- Adaptive Filtering Techniques Combined with Natural Selection-Based Heuristic Algorithms in the Prediction of Protein-Protein Interactions / Seferina P. Mavroudi -- Informatics and Intelligent Systems Applications for Quality of Life information Services (ISQLIS) Workshop -- Investigation of Medication Dosage Influences from Biological Weather / Aslog Dahl -- Combination of Survival Analysis and Neural Networks to Relate Life Expectancy at Birth to Lifestyle, Environment, and Health Care Resources Indicators / Kyriaki Kitikidou -- Artificial Intelligence-Based Environment Quality Analysis System / Lazaros Iliadis -- Personalized Information Services for Quality of Life: The Case of Airborne Pollen Induced Symptoms / Uwe Berger -- Fuzzy Modeling of the Climate Change Effect to Drought and to Wild Fires in Cyprus / Fotis Maris |
| Summary |
The two-volume set IFIP AICT 363 and 364 constitutes the refereed proceedings of the 12th International Conference on Engineering Applications of Neural Networks, EANN 2011, and the 7th IFIP WG 12.5 International Conference, AIAI 2011, held jointly in Corfu, Greece, in September 2011. The 52 revised full papers and 28 revised short papers presented together with 31 workshop papers were carefully reviewed and selected from 150 submissions. The first volume includes the papers that were accepted for presentation at the EANN 2011 conference. They are organized in topical sections on computer vision and robotics, self organizing maps, classification/pattern recognition, financial and management applications of AI, fuzzy systems, support vector machines, learning and novel algorithms, reinforcement and radial basis function ANN, machine learning, evolutionary genetic algorithms optimization, Web applications of ANN, spiking ANN, feature extraction minimization, medical applications of AI, environmental and earth applicatons of AI, multi layer ANN, and bioinformatics. The volume also contains the accepted papers from the Workshop on Appliations of Soft Computing to Telecommunication (ASCOTE 2011), the Workshop on Computational Intelligence Applications in Bioinformatics (CIAB 2011), and the Second Workshop on Informatics and Intelligent Systems Applications for Quality of Life Information Services (ISQLIS 2011) |
| Bibliography |
Includes bibliographical references and author index |
| Subject |
Neural networks (Computer science) -- Congresses
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Informatique.
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Neural networks (Computer science)
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| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Iliadis, Lazaros S.
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Jayne, Chrisina
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IFIP TC12 WG12.5--IFIP Conference on Artificial Intelligence Applications and Innovations (7th : 2011 : Corfu, Greece)
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| ISBN |
9783642239571 |
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3642239579 |
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