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ORCID16. ICANN 2006: Athens, Greece
- Stefanos D. Kollias, Andreas Stafylopatis, Wlodzislaw Duch, Erkki Oja:
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
Neural Networks, Semantic Web Technologies and Multimedia Analysis (Special Session)
- Sebastian Bader
, Steffen Hölldobler:
The Core Method: Connectionist Model Generation. 1-13 - Stefan Duffner, Christophe Garcia:
A Neural Scheme for Robust Detection of Transparent Logos in TV Programs. 14-23 - David Grangier, Samy Bengio:
A Neural Network to Retrieve Images from Text Queries. 24-34 - Ville Viitaniemi, Jorma Laaksonen:
Techniques for Still Image Scene Classification and Object Detection. 35-44 - Alexandros Chortaras, Giorgos B. Stamou, Andreas Stafylopatis:
Adaptation of Weighted Fuzzy Programs. 45-54 - Marios C. Angelides, Anastasis A. Sofokleous, Minaz J. Parmar:
Classified Ranking of Semantic Content Filtered Output Using Self-organizing Neural Networks. 55-64 - Rachid Benmokhtar, Benoit Huet:
Classifier Fusion: Combination Methods For Semantic Indexing in Video Content. 65-74
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 - Apostolos Marakakis, Nikolas P. Galatsanos, Aristidis Likas, Andreas Stafylopatis:
A Relevance Feedback Approach for Content Based Image Retrieval Using Gaussian Mixture Models. 84-93 - Sotirios Chatzis, Anastasios D. Doulamis, Dimitrios I. Kosmopoulos, Theodora A. Varvarigou:
Video Representation and Retrieval Using Spatio-temporal Descriptors and Region Relations. 94-103 - Georgios Kouzas, Ioannis Anagnostopoulos, Ilias Maglogiannis, Christos Anagnostopoulos:
Bridging the Syntactic and the Semantic Web Search. 104-112 - Nikolaos Vassilas, Christos Skourlas:
Content-Based Coin Retrieval Using Invariant Features and Self-organizing Maps. 113-122
Signal and Time Series Processing (I)
- Maria Sagrebin, Nils Goerke:
Learning Time-Series Similarity with a Neural Network by Combining Similarity Measures. 123-132 - Ryszard Szupiluk, Piotr Wojewnik, Tomasz S. Zabkowski:
Prediction Improvement via Smooth Component Analysis and Neural Network Mixing. 133-140 - Dimitrios Vogiatzis, Nicolas Tsapatsoulis:
Missing Value Estimation for DNA Microarrays with Mutliresolution Schemes. 141-150 - Aloísio Carlos de Pina, Gerson Zaverucha:
Applying REC Analysis to Ensembles of Sigma-Point Kalman Filters. 151-160 - Jarkko Tikka, Amaury Lendasse, Jaakko Hollmén:
Analysis of Fast Input Selection: Application in Time Series Prediction. 161-170 - Janusz Kacprzyk, Anna Wilbik, Slawomir Zadrozny:
A Linguistic Approach to a Human-Consistent Summarization of Time Series Using a SOM Learned with a LVQ-Type Algorithm. 171-180
Signal and Time Series Processing (II)
- Elia Liitiäinen, Amaury Lendasse:
Long-Term Prediction of Time Series Using State-Space Models. 181-190 - Rahib Hidayat Abiyev:
Time Series Prediction Using Fuzzy Wavelet Neural Network Model. 191-200 - Giuseppina Moffa:
OFDM Channel Equalization Based on Radial Basis Function Networks. 201-210 - Aapo Hyvärinen, Shohei Shimizu:
A Quasi-stochastic Gradient Algorithm for Variance-Dependent Component Analysis. 211-220 - Juan José González de la Rosa, Carlos García Puntonet, Rosa Piotrkowski, Isidro Lloret Galiana, Juan Manuel Górriz:
Two ICA Algorithms Applied to BSS in Non-destructive Vibratory Tests. 221-229 - Jan-Hendrik Schleimer, Ricardo Vigário:
Reference-Based Extraction of Phase Synchronous Components. 230-239
Data Analysis (I)
- Shinichi Nakajima, Sumio Watanabe:
Analytic Solution of Hierarchical Variational Bayes in Linear Inverse Problem. 240-249 - Hyekyoung Lee, Andrzej Cichocki, Seungjin Choi:
Nonnegative Matrix Factorization for Motor Imagery EEG Classification. 250-259 - Lei Shi, Lei Xu:
Local Factor Analysis with Automatic Model Selection: A Comparative Study and Digits Recognition Application. 260-269 - Bruno Apolloni, Simone Bassis, Dario Malchiodi, Witold Pedrycz:
Interpolating Support Information Granules. 270-281 - Masamichi Ashihara, Shigeo Abe:
Feature Selection Based on Kernel Discriminant Analysis. 282-291 - 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 - Pei Ling Lai, Gayle Leen, Colin Fyfe:
The Sphere-Concatenate Method for Gaussian Process Canonical Correlation Analysis. 302-310 - Kazunori Iwata, Akira Hayashi:
Theory of a Probabilistic-Dependence Measure of Dissimilarity Among Multiple Clusters. 311-320 - Alissar Nasser, Denis Hamad, Chaiban Nasr:
Kernel PCA as a Visualization Tools for Clusters Identifications. 321-329
Data Analysis (II)
- Zhirong Yang, Jorma Laaksonen:
A Fast Fixed-Point Algorithm for Two-Class Discriminative Feature Extraction. 330-339 - Nojun Kwak:
Feature Extraction with Weighted Samples Based on Independent Component Analysis. 340-349 - Yoshifusa Ito, Cidambi Srinivasan, Hiroyuki Izumi:
Discriminant Analysis by a Neural Network with Mahalanobis Distance. 350-360 - Alfredo Vellido:
Assessment of an Unsupervised Feature Selection Method for Generative Topographic Mapping. 361-370 - Keisuke Yamazaki, Kenji Nagata, Sumio Watanabe, Klaus-Robert Müller:
A Model Selection Method Based on Bound of Learning Coefficient. 371-380
Pattern Recognition
- Tobias Jung, Daniel Polani:
Sequential Learning with LS-SVM for Large-Scale Data Sets. 381-390 - Christos Pateritsas, Andreas Stafylopatis:
A Nearest Features Classifier Using a Self-organizing Map for Memory Base Evaluation. 391-400 - 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 - Edmondo Trentin:
A Novel Connectionist-Oriented Feature Normalization Technique. 410-416 - Tom Howley, Michael G. Madden:
An Evolutionary Approach to Automatic Kernel Construction. 417-426 - Stefan Klanke, Helge J. Ritter:
A Leave-K-Out Cross-Validation Scheme for Unsupervised Kernel Regression. 427-436 - Leonid B. Litinskii, Dmitry E. Romanov:
Neural Network Clustering Based on Distances Between Objects. 437-443 - Marcelo Benedeti Palermo, Luiz Henrique Alves Monteiro:
Rotation-Invariant Pattern Recognition: A Procedure Slightly Inspired on Olfactory System and Based on Kohonen Network. 444-450 - Chunghoon Kim, Chong-Ho Choi:
Pattern Classification Using Composite Features. 451-460
Visual Attention Algorithms and Architectures for Perceptional Understanding and Video Coding (Special Session)
- John G. Taylor:
Towards a Control Theory of Attention. 461-470 - John K. Tsotsos:
Localization of Attended Multi-feature Stimuli: Tracing Back Feed-Forward Activation Using Localized Saliency Computations. 471-480 - Li Chen, F. W. M. Stentiford:
An Attention Based Similarity Measure for Colour Images. 481-487 - Predrag Neskovic, Liang Wu, Leon N. Cooper:
Learning by Integrating Information Within and Across Fixations. 488-497 - Antonio Jose Rodríguez-Sánchez, Evgueni Simine, John K. Tsotsos:
Feature Conjunctions in Visual Search. 498-507 - Heiko Wersing, Stephan Kirstein, Michael Götting, Holger Brandl, Mark Dunn, Inna Mikhailova, Christian Goerick, Jochen J. Steil, Helge J. Ritter, Edgar Körner:
A Biologically Motivated System for Unconstrained Online Learning of Visual Objects. 508-517 - Albert L. Rothenstein, Andrei Zaharescu, John K. Tsotsos:
Second-Order (Non-Fourier) Attention-Based Face Detection. 518-527 - Vasos Vassiliou, Pavlos Antoniou, Iraklis Giannakou, Andreas Pitsillides:
Requirements for the Transmission of Streaming Video in Mobile Wireless Networks. 528-537 - Nicolas Tsapatsoulis, Konstantinos Rapantzikos:
Wavelet Based Estimation of Saliency Maps in Visual Attention Algorithms. 538-547
Vision and Image Processing (I)
- Albert L. Rothenstein, John K. Tsotsos:
Selective Tuning: Feature Binding Through Selective Attention. 548-557 - Boguslaw Cyganek:
Rotation Invariant Recognition of Road Signs with Ensemble of 1-NN Neural Classifiers. 558-567 - Athanasios Koutras, Ioanna Christoyianni, George K. Georgoulas, Evangelos Dermatas:
Computer Aided Classification of Mammographic Tissue Using Independent Component Analysis and Support Vector Machines. 568-577 - José García Rodríguez, Francisco Flórez-Revuelta, Juan Manuel García Chamizo:
Growing Neural Gas for Vision Tasks with Time Restrictions. 578-586 - Yoshitatsu Matsuda, Kazunori Yamaguchi:
A Fixed-Point Algorithm of Topographic ICA. 587-594 - 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
Vision and Image Processing (II)
- Myoung Soo Park, Jin Hee Na, Jin Young Choi:
Feature Extraction Using Class-Augmented Principal Component Analysis (CA-PCA). 606-615 - Seungmin Lee, Ho Gyun Lee, Taekyong Nam:
A Comparative Study of the Objectionable Video Classification Approaches Using Single and Group Frame Features. 616-623 - Daw-Tung Lin:
Human Facial Expression Recognition Using Hybrid Network of PCA and RBFN. 624-633 - Ben H. Williams, Marc Toussaint, Amos J. Storkey:
Extracting Motion Primitives from Natural Handwriting Data. 634-643 - Cezary Dendek, Jacek Mandziuk:
Including Metric Space Topology in Neural Networks Training by Ordering Patterns. 644-653
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 - Achilleas Zapranis:
Testing the Random Walk Hypothesis with Neural Networks. 664-671 - Sotiris B. Kotsiantis, Euaggelos Koumanakos, Dimitris Tzelepis, Vasilis Tampakas:
Financial Application of Neural Networks: Two Case Studies in Greece. 672-681 - Kin Keung Lai, Lean Yu, Shouyang Wang, Ligang Zhou:
Credit Risk Analysis Using a Reliability-Based Neural Network Ensemble Model. 682-690 - José Miguel Hernández-Lobato, Alberto Suárez:
Competitive and Collaborative Mixtures of Experts for Financial Risk Analysis. 691-700
Neural Computing in Energy Engineering (Special Session)
- Vivek Agarwal, Anton Bougaev, Lefteri H. Tsoukalas:
Kernel Regression Based Short-Term Load Forecasting. 701-708 - Manuel Martín-Merino, Jesus Román:
Electricity Load Forecasting Using Self Organizing Maps. 709-716 - Otávio Augusto Salgado Carpinteiro, Isaías Lima, Rafael Coradi Leme, Antonio C. Zambroni de Souza, Edmilson Marmo Moreira, Carlos A. M. Pinheiro:
A Hybrid Neural Model in Long-Term Electrical Load Forecasting. 717-725 - George Sideratos, Nikos D. Hatziargyriou:
Application of Radial Basis Function Networks for Wind Power Forecasting. 726-735 - 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 - Zacharias Gketsis, Michalis E. Zervakis, George S. Stavrakakis:
Early Detection of Winding Faults in Windmill Generators Using Wavelet Transform and ANN Classification. 746-756 - Ronaldo R. B. de Aquino, Aida Araujo 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 - Mehlika Sengül, Semra Öztürk, Hasan Basri Çetinkaya, Tarik Erfidan:
New Phenemenon on Power Transformers and Fault Identification Using Artificial Neural Networks. 767-776
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 - Jian Ma, Zengqi Sun:
Exploring the Intrinsic Structure of Magnetic Resonance Spectra Tumor Data Based on Independent Component Analysis and Correlation Analysis. 788-797 - Christian Martin, Harmen grosse Deters, Tim W. Nattkemper:
Fusing Biomedical Multi-modal Data for Exploratory Data Analysis. 798-807 - Shigeyuki Oba, Shin Ishii:
Semi-supervised Significance Score of Differential Gene Expressions. 808-817 - Ioannis A. Maraziotis, Andrei Dragomir, Anastasios Bezerianos:
Semi Supervised Fuzzy Clustering Networks for Constrained Analysis of Time-Series Gene Expression Data. 818-826 - Britta Mersch, Tobias Glasmachers, Peter Meinicke, Christian Igel:
Evolutionary Optimization of Sequence Kernels for Detection of Bacterial Gene Starts. 827-836 - Jong Kyoung Kim, Seungjin Choi:
Tree-Dependent Components of Gene Expression Data for Clustering. 837-846
Applications to Security and Market Analysis
- Otávio Augusto Salgado Carpinteiro, Isaías Lima, João M. C. Assis, Antonio C. Zambroni de Souza, Edmilson Marmo Moreira, Carlos A. M. Pinheiro:
A Neural Model in Anti-spam Systems. 847-855 - Otávio Augusto Salgado Carpinteiro, Roberto Silva Netto, Isaías Lima, Antonio C. Zambroni de Souza, Edmilson Marmo Moreira, Carlos A. M. Pinheiro:
A Neural Model in Intrusion Detection Systems. 856-862 - Byung-Joo Kim, Il Kon Kim:
Improved Kernel Based Intrusion Detection System. 863-871 - Constantinos S. Hilas, John N. Sahalos:
Testing the Fraud Detection Ability of Different User Profiles by Means of FF-NN Classifiers. 872-883 - Sang-Jun Han, Sung-Bae Cho:
Predicting User's Movement with a Combination of Self-Organizing Map and Markov Model. 884-893 - Frédéric Ratle, Anne-Laure Terrettaz-Zufferey, Mikhail F. Kanevski, Pierre Esseiva, Olivier Ribaux:
Learning Manifolds in Forensic Data. 894-903 - 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
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 - Fikret Tokan, Nurhan Türker, Tülay Yildirim:
ROC Analysis as a Useful Tool for Performance Evaluation of Artificial Neural Networks. 923-931 - Hao-ming Wang, Martin Rajman, Ye Guo, Boqin Feng:
NewPR-Combining TFIDF with Pagerank. 932-942 - Theologos Athanaselis, Stelios Bakamidis, Ioannis Dologlou:
A Fast Algorithm for Words Reordering Based on Language Model. 943-951 - Sin Wee Lee, Dominic Palmer-Brown:
Phonetic Feature Discovery in Speech Using Snap-Drift Learning. 952-962 - Tarik Çakar:
A New Neuro-Dominance Rule for Single Machine Tardiness Problem with Unequal Release Dates. 963-973
Real World Applications (II)
- Nurhan Türker, Filiz Günes:
A Competitive Approach to Neural Device Modeling: Support Vector Machines. 974-981 - Luis Eduardo Mujica, Josep Vehí, José Rodellar:
Non-destructive Testing for Assessing Structures by Using Soft-Computing. 982-991 - M. Fatih Çaglar, Filiz Günes:
Neural Unit Element Application for in Use Microwave Circuitry. 992-1001 - Gokalp Yildiz, Özgür Eski:
An Artificial Neural Network Based Simulation Metamodeling Approach for Dual Resource Constrained Assembly Line. 1002-1011 - Takayuki Kimura, Tohru Ikeguchi:
A Packet Routing Method Using Chaotic Neurodynamics for Complex Networks. 1012-1021
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