| Description |
1 online resource (xv, 494 pages) : illustrations |
| Series |
Communications in computer and information science, 1865-0929 ; 311 |
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Communications in computer and information science ; 311.
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| Contents |
Elimination of a Catastrophic Destruction of a Memory in the Hopfield Model / Iakov Karandashev, Boris Kryzhanovsky -- An Operational Riverflow Prediction System in Helmand River, Afghanistan Using Artificial Neural Networks / Bernard Hsieh, Mark Jourdan -- Optimization of Fuzzy Inference System Field Classifiers Using Genetic Algorithms and Simulated Annealing / Pretesh B. Patel, Tshilidzi Marwala -- Information Theoretic Self-organised Adaptation in Reservoirs for Temporal Memory Tasks / Sakyasingha Dasgupta, Florentin Wörgötter -- Fuzzy-Logic Inference for Early Detection of Sleep Onset in Car Driver / Mario Malcangi, Salvatore Smirne -- Object-Oriented Neurofuzzy Modeling and Control of a Binary Distillation Column by Using MODELICA / Javier Fernandez de Canete -- Evolving an Indoor Robotic Localization System Based on Wireless Networks / Gustavo Pessin, Fernando S. Osório |
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Employing ANN That Estimate Ozone in a Short-Term Scale When Monitoring Stations Malfunction / Antonios Papaleonidas, Lazaros Iliadis -- An Ontology Based Approach to Designing Adaptive Lesson Plans in Military Training Simulators / D. Vijay Rao, Ravi Shankar, Lazaros Iliadis -- A Continuous-Time Model of Analogue K-Winners-Take-All Neural Circuit / Pavlo V. Tymoshchuk -- Network Intrusion Detection System Using Data Mining / Lídio Mauro Lima de Campos -- A Near Linear Algorithm for Testing Linear Separability in Two Dimensions / Sylvain Contassot-Vivier, David Elizondo -- A Training Algorithm for Locally Recurrent NN Based on Explicit Gradient of Error in Fault Detection Problems / Sara Carcangiu, Augusto Montisci -- Measurement Correction for Multiple Sensors Using Modified Autoassociative Neural Networks / Javier Reyes Sanchez, Marley Vellasco -- Visual Based Contour Detection by Using the Improved Short Path Finding / Jiawei Xu, Shigang Yue |
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Analysis of Electricity Consumption Profiles by Means of Dimensionality Reduction Techniques / Antonio Morán, Juan J. Fuertes -- Neural Networks for the Analysis of Mine-Induced Vibrations Transmission from Ground to Building Foundation / Krystyna Kuzniar, Lukasz Chudyba -- Backpropagation Neural Network Applications for a Welding Process Control Problem / Adnan Aktepe, Süleyman Ersöz, Murat Lüy -- Elastic Nets for Detection of Up-Regulated Genes in Microarrays / Marcos Levano, Alejandro Mellado -- Detection and Classification of ECG Chaotic Components Using ANN Trained by Specially Simulated Data / Polina Kurtser, Ofer Levi, Vladimir Gontar -- Automatic Landmark Location for Analysis of Cardiac MRI Images / Chrisina Jayne, Andreas Lanitis -- Learning of Spatio-temporal Dynamics in Thermal Engineering / Matthias De Lozzo, Patricia Klotz -- Neural Adaptive Control in Application Service Management Environment / Tomasz Sikora, George D. Magoulas |
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Using Varying Negative Examples to Improve Computational Predictions of Transcription Factor Binding Sites / Faisal Rezwan, Yi Sun, Neil Davey, Rod Adams -- Visual Analysis of a Cold Rolling Process Using Data-Based Modeling / Daniel Pérez, Francisco J. García-Fernández -- Wind Power Forecasting to Minimize the Effects of Overproduction / Fernando Ribeiro, Paulo Salgado -- Using RISE Observer to Implement Patchy Neural Network for the Identification of "Wing Rock" Phenomenon on Slender Delta 80° Wings / Paraskevas M. Chavatzopoulos, Thomas Giotis -- Models Based on Neural Networks and Neuro-Fuzzy Systems for Wind Power Prediction Using Wavelet Transform as Data Preprocessing Method / Ronaldo R.B. de Aquino, Hugo T.V. Gouveia -- Neural Networks for Air Data Estimation: Test of Neural Network Simulating Real Flight Instruments / Manuela Battipede, Piero Gili, Angelo Lerro -- Direct Zero-Norm Minimization for Neural Network Pruning and Training / S.P. Adam, George D. Magoulas |
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3D Vision-Based Autonomous Navigation System Using ANN and Kinect Sensor / Daniel Sales, Diogo Correa -- Hybrid Computational Model for Producing English Past Tense Verbs / Maitrei Kohli, George D. Magoulas -- Characterizing Mobile Network Daily Traffic Patterns by 1-Dimensional SOM and Clustering / Pekka Kumpulainen, Kimmo Hätönen -- Dipolar Designing Layers of Formal Neurons / Leon Bobrowski -- Evaluating the Impact of Categorical Data Encoding and Scaling on Neural Network Classification Performance: The Case of Repeat Consumption of Identical Cultural Goods / Elena Fitkov-Norris, Samireh Vahid -- A Hybrid Neural Emotion Recogniser for Human-Robotic Agent Interaction / Alexandru Traista, Mark Elshaw -- Ambient Intelligent Monitoring of Dementia Suffers Using Unsupervised Neural Networks and Weighted Rule Based Summarisation / Faiyaz Doctor, Chrisina Jayne, Rahat Iqbal -- On the Intelligent Machine Learning in Three Dimensional Space and Applications / Bipin K. Tripathi, Prem K. Kalra |
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Knowledge Clustering Using a Neural Network in a Course on Medical-Surgical Nursing / José Luis Fernández-Alemán, Chrisina Jayne -- A New Approach in Stability Analysis of Hopfield-Type Neural Networks: Almost Stability / Kaiming Wang -- Workshop on Applying Computational Intelligence Techniques in Financial Time Series Forecasting and Trading. A Hybrid Radial Basis Function and Particle Swarm Optimization Neural Network Approach in Forecasting the EUR/GBP Exchange Rates Returns / Georgios Sermpinis, Konstantinos Theofilatos, Andreas Karathanasopoulos -- Forecasting and Trading the High-Low Range of Stocks and ETFs with Neural Networks / Hans-Jörg von Mettenheim, Michael H. Breitner -- Kalman Filters and Neural Networks in Forecasting and Trading / Georgios Sermpinis, Christian Dunis, Jason Laws, Charalampos Stasinakis |
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Short-Term Trading Performance of Spot Freight Rates and Derivatives in the Tanker Shipping Market: Do Neural Networks Provide Suitable Results? / Christian von Spreckelsen, Hans-Jörg von Mettenheim, Michael H. Breitner -- Modelling and Trading the DJIA Financial Index Using Neural Networks Optimized with Adaptive Evolutionary Algorithms / Konstantinos Theofilatos, Andreas Karathanasopoulos, Georgios Sermpinis -- Workshop on Computational Intelligence Applications in Bioinformatic. Applying Kernel Methods on Protein Complexes Detection Problem / Charalampos Moschopoulos, Griet Laenen, George Kritikos, Yves Moreau -- Efficient Computational Prediction and Scoring of Human Protein-Protein Interactions Using a Novel Gene Expression Programming Methodology / Konstantinos Theofilatos, Christos Dimitrakopoulos, Maria Antoniou -- Biomedical Color Image Segmentation through Precise Seed Selection in Fuzzy Clustering / Byomkesh Mandal, Balaram Bhattacharyya |
| Summary |
This book constitutes the refereed proceedings of the 13th International Conference on Engineering Applications of Neural Networks, EANN 2012, held in London, UK, in September 2012. The 49 revised full papers presented were carefully reviewed and selected from numerous submissions. The papers describe the applications of neural networks and other computational intelligence approaches to intelligent transport, environmental engineering, computer security, civil engineering, financial forecasting, virtual learning environments, language interpretation, bioinformatics and general engineering |
| Analysis |
computerwetenschappen |
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computer sciences |
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patroonherkenning |
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pattern recognition |
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gegevensverwerking |
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data processing |
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computertechnieken |
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computer techniques |
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kunstmatige intelligentie |
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artificial intelligence |
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computational science |
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datamining |
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data mining |
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computernetwerken |
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computer networks |
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Information and Communication Technology (General) |
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Informatie- en communicatietechnologie (algemeen) |
| Bibliography |
Includes bibliographical references and index |
| Notes |
English |
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Print version record |
| 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 |
Jayne, Chrisina
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Yue, Shigang.
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Iliadis, Lazaros S
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| ISBN |
9783642329098 |
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3642329098 |
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