| Description |
1 online resource (xxiii, 494 pages) |
| Series |
IFIP advances in information and communication technology ; 364 |
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IFIP advances in information and communication technology ; 364.
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| Contents |
Machine generated contents note: Real Time Robot Policy Adaptation Based on Intelligent Algorithms -- Model and Simulation of Early-Stage Vision as a Developmental Sensorimotor Process / Genci Capi / Hideki Toda / Shin-Ichiro Kaneko -- Enhanced Object Recognition in Cortex-Like Machine Vision / Mark A. Cohen / Arnelie V. Cordier / Olivier L. Georgeon -- New Discernibility Metric and Its Application on Pattern Classification and Feature Evaluation / Aristeidis Tsitiridis / Peter W.T. Yuen / Izzati Ibrahim / Umar Soori / Tong Chen / Kan Hong / Zhengjie Wang / David James / Mark Richardson -- Time Variations of Association Rules in Market Basket Analysis / Zacharias Voulgaris -- Software Platform for Evolutionary Computation with Pluggable Parallelism and Quality Assurance / Vasileios Papavasileiou / Athanasios Tsadiras -- Financial Assessment of London Plan Policy 4A.2 by Probabilistic Inference and Influence Diagrams / Pedro Evangelista / Jorge Pinho / Emanuel Gonsalves / Paulo Maia / Jodo Luis Sobral / Miguel Rocha -- Disruption Management Optimization for Military Logistics / Amin Hosseinian-Far / Elias Pimenidis / Hamid Jahankhani / D.C. Wijeyesekera -- Using a Combined Intuitionistic Fuzzy Set-TOPSIS Method for Evaluating Project and Portfolio Management Information Systems / Ayda Kaddoussi / Nesrine Zoghlami / Hayfa Zgaya / Slim Hammadi / Francis Bretandeau -- Fuzzy and Neuro-Symbolic Approaches to Assessment of Bank Loan Applicants / Vassilis C. Gerogiannis / Panos Fitsilis / Achilles D. Kameas -- Comparison of Fuzzy Operators for IF-Inference Systems of Takagi-Sugeno Type in Ozone Prediction / Ioannis Hatzilygeroudis / Jim Prentzas -- LQR-Mapped Fuzzy Controller Applied to Attitude Stabilization of a Power-Aided-Unicycle / Vladimir Olej / Petr Hdjek -- Optimal Fuzzy Controller Mapped from LQR under Power and Torque Constraints / Ping-Ho Chen / Wei-Hsiu Hsu / Ding-Shinan Fong |
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Note continued: New Criterion for Clusters Validation / Ping-Ho Chen / Kuany-Yow Lian -- Modeling and Dynamic Analysis on Animals' Repeated Learning Process / Hosein Alizadeh / Behrouz Minaei / Hamid Parvin -- Generalized Bayesian Pursuit: A Novel Scheme for Multi-Armed Bernoulli Bandit Problems / Mu Lin / Jingiao Yang / Bin Xu -- Multivalued Recurrent Neural Network for the Quadratic Assignment Problem / Xuan Zhang / B. John Oommen / Ole-Christoffer Granmo -- Employing a Radial-Basis Function Artificial Neural Network to Classify Western and Transition European Economies Based on the Emissions of Air Pollutants and on Their Income / Gracidn Trivirio / Jose Munoz / Enrique Dominguez -- Elicitation of User Preferences via Incremental Learning in a Declarative Modelling Environment / Kyriaki Kitikidou / Lazaros Iliadis -- Predicting Postgraduate Students' Performance Using Machine Learning Techniques / Georgios Bardis / Vassilios Golfinopoulos / Dimitrios Makris / Georgios Miaoulis / Dimitri Plemenos -- Intelligent Software Project Scheduling and Team Staffing with Genetic Algorithms / Maria Koutina / Katia Lida Kermanidis -- Comparative Analysis of Content-Based and Context-Based Similarity on Musical Data / Constantinos Stylianou / Andreas S. Andreou -- Learning Shallow Syntactic Dependencies from Imbalanced Datasets: A Case Study in Modem Greek and English / C. Boletsis / A. Gratsani / D. Chasanidou / I. Karydis / K. Kermanidis -- Random Forests Text Transliteration System for Greek Digraphia / Argiro Karozou / Katia Lida Kermanidis -- Acceptability in Timed Frameworks with Intermittent Arguments / Alexandros Panteli / Manolis Maragoudakis -- Object Oriented Modelling in Information Systems Based on Related Text Data / Maria Laura Cobo / Diego C. Martinez / Guillermo R. Simari -- Ranking Functions in Large State Spaces / Kolyo Onkov |
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Note continued: Modelling of Web Domain Visits by Radial Basis Function Neural Networks and Support Vector Machine Regression / Klaus Homing / Gabriele Peters -- Framework for Web Page Rank Prediction / Vladimir Olej / Jana Filipovd -- Towards a Semantic Calibration of Lexical Word via EEG / Elli Voudigari / John Pavlopoulos / Michalis Vazirgiannis -- Data Mining Tools Used in Deep Brain Stimulation[-]Analysis Results / Marios Poulos -- Reliable Probabilistic Prediction for Medical Decision Support / Dana Geman -- Cascaded Window Memoization for Medical Imaging / Harris Papadopoulos -- Fast Background Elimination in Fluorescence Microbiology Images: Comparison of Four Algorithms / Farzad Khalvati / Mehdi Kianpour / Hamid R. Tizhoosh -- Experimental Verification of the Effectiveness of Mammography Testing Description's Standardization / Shan Gong / Antonio Artes-Rodriguez -- Ethical Issues of Artificial Biomedical Applications / Teresa Podsiadly-Marczykowska / Rafal Zawiglak -- ECOTRUCK: An Agent System for Paper Recycling / Athanasios Alexiou / Maria Psixa / Panagiotis Vlamos -- Prediction of CO and NOx levels in Mexico City Using Associative Models / Nikolaos Bezirgiannis / Bias Sakellariou -- Neural Network Approach to Water-Stressed Crops Detection Using Multispectral WorldView-2 Satellite Imagery / Amadeo Cornelio / Itzamd Lopez / Oscar Camacho -- Generalized Fuzzy-Rough Set Application for Forest Fire Risk Estimation Feature Reduction / Dubravko Culibrk / Predrag Lugonja / Vladan Minie / Vladimir Crnojevie -- Pollen Classification Based on Geometrical, Descriptors and Colour Features Using Decorrelation Stretching Method / T. Tsataltzinos / L. Iliadis / S. Spartalis |
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Note continued: Global Optimization of Analogy-Based Software Cost Estimation with Genetic Algorithms / Jaime R. Ticay-Rivas / Marcos del Pozo-Banos / Carlos M. Travieso / Jorge Arroyo-Herndndez / Santiago T. Perez / Jesus B. Alonso / Federico Mora-Mora -- Impact of Sampling and Rule Set Size on Generated Fuzzy Inference System Predictive Accuracy: Analysis of a Software Engineering Data Set / Dimitrios Milios / Ioannis Stamelos / Christos Chatzibagias -- Intelligent Risk Identification and Analysis in IT Network Systems / Stephen G. MacDonell -- Benchmark Generator for Software Testers / Masoud Mohammadian -- Automated Classification of Medical-Billing Data / Javier Ferrer / Francisco Chicano / Enrique Alba -- Brain White Matter Lesions Classification in Multiple Sclerosis Subjects for the Prognosis of Future Disability / R. Crandall / K.J. Lynagh / T. Mehoke / N. Pepper -- Using Argumentation for Ambient Assisted Living / Christos P. Loizou / Efthyvoulos C. Kyriacou / Ioannis Seimenis / Marcos Pantziaris / Christodoulos Christodoulou / Constantinos S. Pattichis -- Modelling Nonlinear Responses of Resonance Sensors in Pressure Garment Application / Julien Marcais / Nikolaos Spanoudakis / Pavlos Moraitis -- Adaptable Framework for Integrating and Querying Sensor Data / Tinto Salpavaara / Pekka Kumpulainen -- Feature Selection by Conformal Predictor / Shahina Ferdous / Sarantos Kapidakis / Leonidas Fegaras / Fillia Makedo -- Applying Conformal Prediction to the Bovine TB Diagnosing / Meng Yang / Ilia Nouretdunov / Zhiyuan Luo / Alex Gammerman -- Classifying Ductal Tree Structures Using Topological Descriptors of Branching / Dmitry Adamskiy / Ilia Nouretdinov / Andy Mitchell / Nick Coldham / Alex Gammerman |
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Note continued: Intelligent Selection of Human miRNAs and Mouse mRNAs Related to Obstructive Nephropathy / Angeliki Skoura / Vasileios Megalooikonomou / Predrag R. Bakic / Andrew D.A. Maidment -- Independent Component Clustering for Skin Lesions Characterization / Toannis Valavanis / P. Moulos / Ilias Maglogiannis / Julie Klein / Joost Schanstra / Aristotelis Chatziioannou -- Comparison of Venn Machine with Platt's Method in Probabilistic Outputs / S.K. Tasoulis / C.N. Doukas / I. Maglogiannis / V.P. Plagianakos |
| 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 second volume includes the papers that were accepted for presentation at the AIAI 2011 conference. They are organized in topical sections on computer vision and robotics, classification/pattern recognition, financial and management applications of AI, fuzzy systems, learning and novel algorithms, recurrent and radial basis function ANN, machine learning, generic algorithms, data mining, reinforcement learning, Web applications of ANN, medical applications of ANN and ethics of AI, and environmental and earth applicatons of AI. The volume also contains the accepted papers from the First Workshop on Computational Intelligence in Software Engineering (CISE 2011) and the Workshop on Artificial Intelligence Applications in Biomedicine (AIAB 2011) |
| Bibliography |
Includes bibliographical references and author index |
| Subject |
Artificial intelligence -- Congresses
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Informatique.
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Artificial intelligence
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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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Maglogiannis, Ilias G.
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Papadopoulos, Harris
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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 |
9783642239601 |
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3642239609 |
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