16. ICANN 2006:
Athens,
Greece
Stefanos D. Kollias, Andreas Stafylopatis, Wlodzislaw Duch, Erkki Oja (Eds.):
Artificial Neural Networks - ICANN 2006, 16th International Conference, Athens, Greece, September 10-14, 2006. Proceedings, Part II.
Lecture Notes in Computer Science 4132 Springer 2006, ISBN 3-540-38871-0 BibTeX
Neural Networks,
Semantic Web Technologies and Multimedia Analysis (Special Session)
Bridging the Semantic Gap in Multimedia Machine Learning Approaches (Special Session)
- Mats Sjöberg, Jorma Laaksonen, Matti Pöllä, Timo Honkela:
Retrieval of Multimedia Objects by Combining Semantic Information from Visual and Textual Descriptors.
75-83
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- Apostolos Marakakis, Nikolas P. Galatsanos, Aristidis Likas, Andreas Stafylopatis:
A Relevance Feedback Approach for Content Based Image Retrieval Using Gaussian Mixture Models.
84-93
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- Sotirios Chatzis, Anastasios D. Doulamis, Dimitrios I. Kosmopoulos, Theodora A. Varvarigou:
Video Representation and Retrieval Using Spatio-temporal Descriptors and Region Relations.
94-103
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- Georgios Kouzas, Ioannis Anagnostopoulos, Ilias Maglogiannis, Christos Anagnostopoulos:
Bridging the Syntactic and the Semantic Web Search.
104-112
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- Nikolaos Vassilas, Christos Skourlas:
Content-Based Coin Retrieval Using Invariant Features and Self-organizing Maps.
113-122
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Signal and Time Series Processing (I)
Signal and Time Series Processing (II)
Data Analysis (I)
- Shinichi Nakajima, Sumio Watanabe:
Analytic Solution of Hierarchical Variational Bayes in Linear Inverse Problem.
240-249
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- Hyekyoung Lee, Andrzej Cichocki, Seungjin Choi:
Nonnegative Matrix Factorization for Motor Imagery EEG Classification.
250-259
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- Lei Shi, Lei Xu:
Local Factor Analysis with Automatic Model Selection: A Comparative Study and Digits Recognition Application.
260-269
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- Bruno Apolloni, Simone Bassis, Dario Malchiodi, Witold Pedrycz:
Interpolating Support Information Granules.
270-281
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- Masamichi Ashihara, Shigeo Abe:
Feature Selection Based on Kernel Discriminant Analysis.
282-291
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- Ezequiel López-Rubio, Juan Miguel Ortiz-de-Lazcano-Lobato, Domingo López-Rodríguez, Enrique Mérida Casermeiro, María del Carmen Vargas-González:
Local Selection of Model Parameters in Probability Density Function Estimation.
292-301
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- Pei Ling Lai, Gayle Leen, Colin Fyfe:
The Sphere-Concatenate Method for Gaussian Process Canonical Correlation Analysis.
302-310
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- Kazunori Iwata, Akira Hayashi:
Theory of a Probabilistic-Dependence Measure of Dissimilarity Among Multiple Clusters.
311-320
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- Alissar Nasser, Denis Hamad, Chaiban Nasr:
Kernel PCA as a Visualization Tools for Clusters Identifications.
321-329
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Data Analysis (II)
Pattern Recognition
- Tobias Jung, Daniel Polani:
Sequential Learning with LS-SVM for Large-Scale Data Sets.
381-390
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- Christos Pateritsas, Andreas Stafylopatis:
A Nearest Features Classifier Using a Self-organizing Map for Memory Base Evaluation.
391-400
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- Dimitrios Frosyniotis, Yannis Anthopoulos, Spiros Kintzios, Antonis Perdikaris, Constantine P. Yialouris:
A Multisensor Fusion System for the Detection of Plant Viruses by Combining Artificial Neural Networks.
401-409
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- Edmondo Trentin:
A Novel Connectionist-Oriented Feature Normalization Technique.
410-416
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- Tom Howley, Michael G. Madden:
An Evolutionary Approach to Automatic Kernel Construction.
417-426
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- Stefan Klanke, Helge Ritter:
A Leave-K-Out Cross-Validation Scheme for Unsupervised Kernel Regression.
427-436
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- Leonid B. Litinskii, Dmitry E. Romanov:
Neural Network Clustering Based on Distances Between Objects.
437-443
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- M. B. Palermo, Luiz Henrique Alves Monteiro:
Rotation-Invariant Pattern Recognition: A Procedure Slightly Inspired on Olfactory System and Based on Kohonen Network.
444-450
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- Chunghoon Kim, Chong-Ho Choi:
Pattern Classification Using Composite Features.
451-460
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Visual Attention Algorithms and Architectures for Perceptional Understanding and Video Coding (Special Session)
- John G. Taylor:
Towards a Control Theory of Attention.
461-470
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- John K. Tsotsos:
Localization of Attended Multi-feature Stimuli: Tracing Back Feed-Forward Activation Using Localized Saliency Computations.
471-480
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- Li Chen, F. W. M. Stentiford:
An Attention Based Similarity Measure for Colour Images.
481-487
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- Predrag Neskovic, Liang Wu, Leon N. Cooper:
Learning by Integrating Information Within and Across Fixations.
488-497
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- Antonio Jose Rodríguez-Sánchez, Evgueni Simine, John K. Tsotsos:
Feature Conjunctions in Visual Search.
498-507
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- Heiko Wersing, Stephan Kirstein, Michael Götting, Holger Brandl, Mark Dunn, Inna Mikhailova, Christian Goerick, Jochen J. Steil, Helge Ritter, Edgar Körner:
A Biologically Motivated System for Unconstrained Online Learning of Visual Objects.
508-517
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- Albert L. Rothenstein, Andrei Zaharescu, John K. Tsotsos:
Second-Order (Non-Fourier) Attention-Based Face Detection.
518-527
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- Vasos Vassiliou, Pavlos Antoniou, Iraklis Giannakou, Andreas Pitsillides:
Requirements for the Transmission of Streaming Video in Mobile Wireless Networks.
528-537
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- Nicolas Tsapatsoulis, Konstantinos Rapantzikos:
Wavelet Based Estimation of Saliency Maps in Visual Attention Algorithms.
538-547
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Vision and Image Processing (I)
- Albert L. Rothenstein, John K. Tsotsos:
Selective Tuning: Feature Binding Through Selective Attention.
548-557
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- Boguslaw Cyganek:
Rotation Invariant Recognition of Road Signs with Ensemble of 1-NN Neural Classifiers.
558-567
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- Athanasios Koutras, Ioanna Christoyianni, George Georgoulas, Evangelos Dermatas:
Computer Aided Classification of Mammographic Tissue Using Independent Component Analysis and Support Vector Machines.
568-577
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- José García Rodríguez, Francisco Flórez-Revuelta, Juan Manuel García Chamizo:
Growing Neural Gas for Vision Tasks with Time Restrictions.
578-586
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- Yoshitatsu Matsuda, Kazunori Yamaguchi:
A Fixed-Point Algorithm of Topographic ICA.
587-594
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- Domingo López-Rodríguez, Enrique Mérida Casermeiro, Juan Miguel Ortiz-de-Lazcano-Lobato, Ezequiel López-Rubio:
Image Compression by Vector Quantization with Recurrent Discrete Networks.
595-605
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Vision and Image Processing (II)
Computational Finance and Economics (Special Session)
- Hans-Georg Zimmermann, Lorenzo Bertolini, Ralph Grothmann, Anton Maximilian Schäfer, Christoph Tietz:
A Technical Trading Indicator Based on Dynamical Consistent Neural Networks.
654-663
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- Achilleas Zapranis:
Testing the Random Walk Hypothesis with Neural Networks.
664-671
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- Sotiris B. Kotsiantis, Euaggelos Koumanakos, Dimitris Tzelepis, Vasilis Tampakas:
Financial Application of Neural Networks: Two Case Studies in Greece.
672-681
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- Kin Keung Lai, Lean Yu, Shouyang Wang, Ligang Zhou:
Credit Risk Analysis Using a Reliability-Based Neural Network Ensemble Model.
682-690
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- José Miguel Hernández-Lobato, Alberto Suárez:
Competitive and Collaborative Mixtures of Experts for Financial Risk Analysis.
691-700
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Neural Computing in Energy Engineering (Special Session)
- Vivek Agarwal, Anton Bougaev, Lefteri H. Tsoukalas:
Kernel Regression Based Short-Term Load Forecasting.
701-708
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- Manuel Martín-Merino, Jesus Román:
Electricity Load Forecasting Using Self Organizing Maps.
709-716
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- Otávio Augusto S. Carpinteiro, Isaías Lima, Rafael C. Leme, Antonio C. Zambroni de Souza, Edmilson M. Moreira, Carlos A. M. Pinheiro:
A Hybrid Neural Model in Long-Term Electrical Load Forecasting.
717-725
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- George Sideratos, Nikos D. Hatziargyriou:
Application of Radial Basis Function Networks for Wind Power Forecasting.
726-735
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- Emily T. Swain, Yunlin Xu, Rong Gao, Thomas J. Downar, Lefteri H. Tsoukalas:
The Application of Neural Networks to Electric Power Grid Simulation.
736-745
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- Zacharias Gketsis, Michalis E. Zervakis, George Stavrakakis:
Early Detection of Winding Faults in Windmill Generators Using Wavelet Transform and ANN Classification.
746-756
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- Ronaldo R. B. de Aquino, Aida A. Ferreira, Manoel A. Carvalho, Milde M. S. Lira, Geane B. Silva, Otoni Nóbrega Neto:
Combining Artificial Neural Networks and Heuristic Rules in a Hybrid Intelligent Load Forecast System.
757-766
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- Mehlika Sengül, Semra Öztürk, Hasan Basri Çetinkaya, Tarik Erfidan:
New Phenemenon on Power Transformers and Fault Identification Using Artificial Neural Networks.
767-776
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Applications to Biomedicine and Bioinformatics
- Jacques M. Bahi, Sylvain Contassot-Vivier, Libor Makovicka, Éric Martin, Marc Sauget:
Neural Network Based Algorithm for Radiation Dose Evaluation in Heterogeneous Environments.
777-787
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- Jian Ma, Zengqi Sun:
Exploring the Intrinsic Structure of Magnetic Resonance Spectra Tumor Data Based on Independent Component Analysis and Correlation Analysis.
788-797
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- Christian Martin, Harmen grosse Deters, Tim W. Nattkemper:
Fusing Biomedical Multi-modal Data for Exploratory Data Analysis.
798-807
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- Shigeyuki Oba, Shin Ishii:
Semi-supervised Significance Score of Differential Gene Expressions.
808-817
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- Ioannis A. Maraziotis, Andrei Dragomir, Anastasios Bezerianos:
Semi Supervised Fuzzy Clustering Networks for Constrained Analysis of Time-Series Gene Expression Data.
818-826
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- Britta Mersch, Tobias Glasmachers, Peter Meinicke, Christian Igel:
Evolutionary Optimization of Sequence Kernels for Detection of Bacterial Gene Starts.
827-836
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- Jong Kyoung Kim, Seungjin Choi:
Tree-Dependent Components of Gene Expression Data for Clustering.
837-846
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Applications to Security and Market Analysis
- Otávio Augusto S. Carpinteiro, Isaías Lima, João M. C. Assis, Antonio C. Zambroni de Souza, Edmilson M. Moreira, Carlos A. M. Pinheiro:
A Neural Model in Anti-spam Systems.
847-855
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- Otávio Augusto S. Carpinteiro, Roberto S. Netto, Isaías Lima, Antonio C. Zambroni de Souza, Edmilson M. Moreira, Carlos A. M. Pinheiro:
A Neural Model in Intrusion Detection Systems.
856-862
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- Byung-Joo Kim, Il Kon Kim:
Improved Kernel Based Intrusion Detection System.
863-871
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- Constantinos S. Hilas, John N. Sahalos:
Testing the Fraud Detection Ability of Different User Profiles by Means of FF-NN Classifiers.
872-883
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- Sang-Jun Han, Sung-Bae Cho:
Predicting User's Movement with a Combination of Self-Organizing Map and Markov Model.
884-893
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- Frédéric Ratle, Anne-Laure Terrettaz-Zufferey, Mikhail F. Kanevski, Pierre Esseiva, Olivier Ribaux:
Learning Manifolds in Forensic Data.
894-903
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- Sang-Chul Lee, Jae-Young Moon, Yung Ho Suh:
A Comparison of Target Customers in Asian Online Game Markets: Marketing Applications of a Two-Level SOM.
904-912
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Real World Applications (I)
- Giuseppe Acciani, Ernesto Chiarantoni, Girolamo Fornarelli:
A Neural Network Approach to Study O3 and PM10 Concentration in Environmental Pollution.
913-922
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- Fikret Tokan, Nurhan Türker, Tülay Yildirim:
ROC Analysis as a Useful Tool for Performance Evaluation of Artificial Neural Networks.
923-931
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- Hao-ming Wang, Martin Rajman, Ye Guo, Boqin Feng:
NewPR-Combining TFIDF with Pagerank.
932-942
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- Theologos Athanaselis, Stelios Bakamidis, Ioannis Dologlou:
A Fast Algorithm for Words Reordering Based on Language Model.
943-951
Electronic Edition (link) BibTeX
- Sin Wee Lee, Dominic Palmer-Brown:
Phonetic Feature Discovery in Speech Using Snap-Drift Learning.
952-962
Electronic Edition (link) BibTeX
- Tarik Çakar:
A New Neuro-Dominance Rule for Single Machine Tardiness Problem with Unequal Release Dates.
963-973
Electronic Edition (link) BibTeX
Real World Applications (II)
Copyright © Sat May 16 23:16:13 2009
by Michael Ley (ley@uni-trier.de)
