| Description |
1 online resource |
| Series |
IFIP advances in information and communication technology ; 381 |
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IFIP advances in information and communication technology ; 381.
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| Contents |
A Probabilistic Approach to Organic Component Detection in Leishmania Infected Microscopy Images / Pedro Alves Nogueira and Luís Filipe Teófilo -- Combination of M-Estimators and Neural Network Model to Analyze Inside/Outside Bark Tree Diameters / Kyriaki Kitikidou, Elias Milios, Lazaros Iliadis and Minas Kaymakis -- Multi-classify Hybrid Multilayered Perceptron (HMLP) Network for Pattern Recognition Applications / Fakroul Ridzuan Bin Hashim, John J. Soraghan and Lykourgos Petropoulakis -- Support Vector Machine Classification of Protein Sequences to Functional Families Based on Motif Selection / Danai Georgara, Katia L. Kermanidis and Ioannis Mariolis -- A Multi-objective Genetic Algorithm for Software Development Team Staffing Based on Personality Types / Constantinos Stylianou and Andreas S. Andreou -- An Empirical Comparison of Several Recent Multi-objective Evolutionary Algorithms / Thomas White and Shan He -- Fine Tuning of a Wet Clutch Engagement by Means of a Genetic Algorithm / Yu Zhong, Abhishek Dutta, Bart Wyns, Clara-Mihaela Ionescu and Gregory Pinte, et al. -- A Representational MDL Framework for Improving Learning Power of Neural Network Formalisms / Alexey Potapov and Maxim Peterson |
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On the Design and Training of Bots to Play Backgammon Variants / Nikolaos Papahristou and Ioannis Refanidis -- Surrogate Modelling of Solutions of Integral Equations by Neural Networks / Věra Kůrková -- A Regularization Network Committee Machine of Isolated Regularization Networks for Distributed Privacy Preserving Data Mining / Yiannis Kokkinos and Konstantinos G. Margaritis -- Improved POS-Tagging for Arabic by Combining Diverse Taggers / Maytham Alabbas and Allan Ramsay -- Multithreaded Implementation of the Slope One Algorithm for Collaborative Filtering / Efthalia Karydi and Konstantinos G. Margaritis -- Experimental Identification of Pilot Response Using Measured Data from a Flight Simulator / Jan Boril and Rudolf Jalovecky -- A Probabilistic Knowledge-Based Information System for Environmental Policy Modeling and Decision Making / Hamid Jahankhani, Elias Pimenidis and Amin Hosseinian-Far -- Conceptualization and Significance Study of a New Appliation CS-MIR / Kaichun K. Chang, Carl Barton, Costas S. Iliopoulos and Jyh-Shing Roger Jang -- Physical Bongard Problems / Erik Weitnauer and Helge Ritter |
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Taxonomy Development and Its Impact on a Self-learning e-Recruitment System / Evanthia Faliagka, Ioannis Karydis, Maria Rigou, Spyros Sioutas and Athanasios Tsakalidis, et al. -- Fuzzy Energy-Based Active Contours Exploiting Local Information / Stelios Krinidis and Michail Krinidis -- Fuzzy Friction Modeling for Adaptive Control of Mechatronic Systems / Jacek Kabziński -- Fuzzy Graph Language Recognizability / Antonios Kalampakas, Stefanos Spartalis and Lazaros Iliadis -- Adaptive Intuitionistic Fuzzy Inference Systems of Takagi-Sugeno Type for Regression Problems / Petr Hájek and Vladimír Olej -- A Hybrid Method for Evaluating Biomass Suppliers -- Use of Intuitionistic Fuzzy Sets and Multi-Periodic Optimization / Vassilis C. Gerogiannis, Vasiliki Kazantzi and Leonidas Anthopoulos -- A Neural Network for Spatial and Temporal Modeling of foF2 Data Based on Satellite Measurements / Haris Haralambous and Harris Papadopoulos -- Detecting Glycosylations in Complex Samples / Thorsten Johl, Manfred Nimtz, Lothar Jänsch and Frank Klawonn -- Experiments with Face Recognition Using a Novel Approach Based on CVQ Technique / Arman Mehrbakhsh and Alireza Khalilian |
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Novel Matching Methods for Automatic Face Recognition Using SIFT / Ladislav Lenc and Pavel Král -- Exploring the Design Space of a Declarative Framework for Automated Negotiation: Initial Considerations / Alex Muscar and Costin Bădică -- Hybrid and Reinforcement Multi Agent Technology for Real Time Air Pollution Monitoring / Andonis Papaleonidas and Lazaros Iliadis -- Rule-Based Behavior Prediction of Opponent Agents Using Robocup 3D Soccer Simulation League Logfiles / Asma Sanam Larik and Sajjad Haider -- An Ontology-Based Model for Student Representation in Intelligent Tutoring Systems for Distance Learning / Ioannis Panagiotopoulos, Aikaterini Kalou, Christos Pierrakeas and Achilles Kameas -- Assistant Tools for Teaching FOL to CF Conversion / Foteini Grivokostopoulou, Isidoros Perikos and Ioannis Hatzilygeroudis -- Effective Diagnostic Feedback for Online Multiple-Choice Questions / Ruisheng Guo, Dominic Palmer-Brown, Sin Wee Lee and Fang Fang Cai -- A Fast Hybrid k-NN Classifier Based on Homogeneous Clusters / Stefanos Ougiaroglou and Georgios Evangelidis |
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A Spatially-Constrained Normalized Gamma Process for Data Clustering / Sotirios P. Chatzis, Dimitrios Korkinof and Yiannis Demiris -- GamRec: A Clustering Method Using Geometrical Background Knowledge for GPR Data Preprocessing / Ruth Janning, Tomáš Horváth, Andre Busche and Lars Schmidt-Thieme -- Enhancing Clustering by Exploiting Complementary Data Modalities in the Medical Domain / Samah Jamal Fodeh, Ali Haddad, Cynthia Brandt, Martin Schultz and Michael Krauthammer -- Extraction of Web Image Information: Semantic or Visual Cues? / Georgina Tryfou and Nicolas Tsapatsoulis -- Trust-Aware Clustering Collaborative Filtering: Identification of Relevant Items / Cosimo Birtolo, Davide Ronca and Gianluca Aurilio -- Unsupervised Detection of Fibrosis in Microscopy Images Using Fractals and Fuzzy c-Means Clustering / S.K. Tasoulis, Ilias Maglogiannis and V.P. Plagianakos -- Image Threshold Selection Exploiting Empirical Mode Decomposition / Stelios Krinidis and Michail Krinidis -- Modelling Crowdsourcing Originated Keywords within the Athletics Domain / Zenonas Theodosiou and Nicolas Tsapatsoulis |
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Scalable Object Encoding Using Multiplicative Multilinear Inter-camera Prediction in the Context of Free View 3D Video / Ioannis M. Stephanakis and George C. Anastassopoulos -- Correlation between Seismic Intensity Parameters of HHT-Based Synthetic Seismic Accelerograms and Damage Indices of Buildings / Eleni Vrochidou, Petros Alvanitopoulos, Ioannis Andreadis and Anaxagoras Elenas -- Improving Current and Voltage Transformers Accuracy Using Artificial Neural Network / Haidar Samet, Farshid Nasrfard Jahromi, Arash Dehghani and Afsaneh Narimani -- Modeling of Syllogisms in Analog Hardware / Darko Kovacevic, Nikica Pribacic, Radovan Antonic, Asja Kovacevic and Mate Jovic -- A New Approach to High Impedance Fault Detection Based on Correlation Functions / Najmeh Faridnia, Haidar Samet and Babak Doostani Dezfuli -- Network Selection in a Virtual Network Operator Environment / Ioannis Chamodrakas and Drakoulis Martakos -- Position and Velocity Predictions of the Piston in a Wet Clutch System during Engagement by Using a Neural Network Modeling / Yu Zhong, Bart Wyns, Abhishek Dutta, Clara-Mihaela Ionescu and Gregory Pinte, et al. -- Uniform Asymptotic Stability and Global Asymptotic Stability for Time-Delay Hopfield Neural Networks / Adnene Arbi, Chaouki Aouiti and Abderrahmane Touati |
| Summary |
This book constitutes the refereed proceedings of the 8th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2012, held in Halkidiki, Greece, in September 2012. The 44 revised full papers and 5 revised short papers presented were carefully reviewed and selected from 98 submissions. The papers are organized in topical sections on ANN-classification and pattern recognition, optimization - genetic algorithms, artificial neural networks, learning and mining, fuzzy logic, classification - pattern recognition, multi-agent systems, multi-attribute DSS, clustering, image-video classification and processing, and engineering applications of AI and artificial neural networks |
| Analysis |
computerwetenschappen |
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computer sciences |
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informatiesystemen |
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information systems |
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internet |
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beeldverwerking |
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image processing |
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machine vision |
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patroonherkenning |
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pattern recognition |
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kunstmatige intelligentie |
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artificial intelligence |
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datamining |
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data mining |
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computers |
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onderwijs |
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education |
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Information and Communication Technology (General) |
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Informatie- en communicatietechnologie (algemeen) |
| Bibliography |
Includes bibliographical references and author index |
| Notes |
English |
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Print version record |
| In |
Springer eBooks |
| Subject |
Artificial intelligence -- Congresses
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Data mining.
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Artificial Intelligence
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Data Mining
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artificial intelligence.
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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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| ISBN |
9783642334092 |
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3642334091 |
|
