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11. ICAISC 2012: Zakopane, Poland
- Leszek Rutkowski, Marcin Korytkowski, Rafal Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada:
Artificial Intelligence and Soft Computing - 11th International Conference, ICAISC 2012, Zakopane, Poland, April 29-May 3, 2012, Proceedings, Part I. Lecture Notes in Computer Science 7267, Springer 2012, ISBN 978-3-642-29346-7
Neural Networks and Their Applications
- Krzysztof Bartecki
:
Neural Network-Based PCA: An Application to Approximation of a Distributed Parameter System. 3-11 - Jaroslaw Bilski
Parallel Realisation of the Recurrent Multi Layer Perceptron Learning. 12-20 - Giacomo Capizzi
An Innovative Hybrid Neuro-wavelet Method for Reconstruction of Missing Data in Astronomical Photometric Surveys. 21-29 - Daniel Salles Chevitarese, Dilza Szwarcman, Marley M. B. R. Vellasco:
Speeding Up the Training of Neural Networks with CUDA Technology. 30-38 - Meng Joo Er, Piotr Duda
On the Uniform Convergence of the Orthogonal Series-Type Kernel Regression Neural Networks in a Time-Varying Environment. 39-46 - Piotr Duda
On the Strong Convergence of the Orthogonal Series-Type Kernel Regression Neural Networks in a Non-stationary Environment. 47-54 - Piotr Duda
On the Strong Convergence of the Recursive Orthogonal Series-Type Kernel Probabilistic Neural Networks Handling Time-Varying Noise. 55-62 - Bogumil Fiksak, Maciej Krawczak:
Incidental Neural Networks as Nomograms Generators. 63-71 - Krzysztof Halawa
Selection of Activation Functions in the Last Hidden Layer of the Multilayer Perceptron. 72-80 - Adrian Horzyk
Information Freedom and Associative Artificial Intelligence. 81-89 - Maciej Jaworski
On the Application of the Parzen-Type Kernel Regression Neural Network and Order Statistics for Learning in a Non-stationary Environment. 90-98 - Maciej Jaworski
On Learning in a Time-Varying Environment by Using a Probabilistic Neural Network and the Recursive Least Squares Method. 99-110 - Vladimir Kryzhanovsky, Irina Zhelavskaya
Binary Perceptron Learning Algorithm Using Simplex-Method. 111-118 - Lukasz Laskowski
Objects Auto-selection from Stereo-Images Realised by Self-Correcting Neural Network. 119-125 - Maciej Lawrynczuk
On-Line Trajectory-Based Linearisation of Neural Models for a Computationally Efficient Predictive Control Algorithm. 126-134 - Vladimír Olej, Jana Filipová:
Short Time Series of Website Visits Prediction by RBF Neural Networks and Support Vector Machine Regression. 135-142 - Jaroslaw Piersa, Tomasz Schreiber:
Spectra of the Spike-Flow Graphs in Geometrically Embedded Neural Networks. 143-151 - Lena Pietruczuk, Meng Joo Er:
Weak Convergence of the Parzen-Type Probabilistic Neural Network Handling Time-Varying Noise. 152-159 - Lena Pietruczuk, Yoichi Hayashi:
Strong Convergence of the Recursive Parzen-Type Probabilistic Neural Network Handling Nonstationary Noise. 160-168 - Piotr Plonski, Krzysztof Zaremba
Improving Performance of Self-Organising Maps with Distance Metric Learning Method. 169-177 - Andrzej Rusiecki
Robust Neural Network for Novelty Detection on Data Streams. 178-186 - Marek Wojciechowski
Solving Differential Equations by Means of Feed-Forward Artificial Neural Networks. 187-195 - Emilia Wolowiec
Practical Application of Artificial Neural Networks in Designing Parameters of Steel Heat Treatment Processes. 196-203
Fuzzy Systems and Their Applications
- Lukasz Bartczuk, Piotr Dziwiñski, Janusz T. Starczewski
A New Method for Dealing with Unbalanced Linguistic Term Set. 207-212 - Bohdan S. Butkiewicz:
Fuzzy Clustering of Intuitionistic Fuzzy Data. 213-220 - Ludmila Dymova
A New Method for Comparing Interval-Valued Intuitionistic Fuzzy Values. 221-228 - Ludmila Dymova
The Use of Belief Intervals in Operations on Intuitionistic Fuzzy Values. 229-236 - Slawomir Jaszczak
A Method of Fast Application of the Fuzzy PID Algorithm Using Industrial Control Device. 237-246 - Magdalena Kacprzak
Implications on Ordered Fuzzy Numbers and Fuzzy Sets of Type Two. 247-255 - Marika Kästner, Thomas Villmann:
Fuzzy Supervised Self-Organizing Map for Semi-supervised Vector Quantization. 256-265 - Michal Kepski
Fuzzy Inference-Based Reliable Fall Detection Using Kinect and Accelerometer. 266-273 - Witold Kosinski, Agnieszka Rosa, Dorota Cendrowska, Katarzyna Wegrzyn-Wolska
Defuzzification Functionals Are Homogeneous, Restrictive Additive and Normalized Functions. 274-282 - Michal Majdan, Wlodzimierz Ogryczak
Determining OWA Operator Weights by Mean Absolute Deviation Minimization. 283-291 - Piotr M. Marusak
Efficient MPC Algorithms Based on Fuzzy Wiener Models and Advanced Methods of Prediction Generation. 292-300 - Tadeusz Nawarycz, Krzysztof Pytel
Evaluation of Health-Related Fitness Using Fuzzy Inference Elements. 301-309 - Jacek Pietraszek
Fuzzy Regression Compared to Classical Experimental Design in the Case of Flywheel Assembly. 310-317 - Lena Pietruczuk, Piotr Duda
A New Fuzzy Classifier for Data Streams. 318-324 - Bartlomiej Starosta:
Metasets: A New Approach to Partial Membership. 325-333 - Eulalia Szmidt
On an Enhanced Method for a More Meaningful Pearson's Correlation Coefficient between Intuitionistic Fuzzy Sets. 334-341 - Jörg Verstraete
Surface Area of Level-2 Fuzzy Regions - Unifying Possibilistic and Versitic Interpretations of Regions. 342-349 - Thomas Villmann, Tina Geweniger, Marika Kästner, Mandy Lange:
Fuzzy Neural Gas for Unsupervised Vector Quantization. 350-358 - Roman Zajdel
Fuzzy Epoch-Incremental Reinforcement Learning Algorithm. 359-366
Pattern Classification
- Cezary Dendek, Jacek Mandziuk
Statistically-Induced Kernel Function for Support Vector Machine Classifier. 369-377 - Mateusz Kobos, Jacek Mandziuk
Bandwidth Selection in Kernel Density Estimators for Multiple-Resolution Classification. 378-386 - Malgorzata Kretowska
Competing Risks and Survival Tree Ensemble. 387-393 - Simon Lang, Marco Block, Raúl Rojas:
Sign Language Recognition Using Kinect. 394-402 - Tadeusz Lasota, Tomasz Luczak, Bogdan Trawinski:
Investigation of Rotation Forest Method Applied to Property Price Prediction. 403-411 - Tomasz Maszczyk, Wlodzislaw Duch
Locally Optimized Kernels. 412-420 - Igor T. Podolak, Adam Roman, Dariusz Jedrzejczyk:
Application of Hierarchical Classifier to Minimal Synchronizing Word Problem. 421-429 - Ewa Skubalska-Rafajlowicz, Adam Krzyzak, Ewaryst Rafajlowicz
Dimensionality Reduction Using External Context in Pattern Recognition Problems with Ordered Labels. 430-438 - Krzysztof Sopyla, Pawel Drozda
SVM with CUDA Accelerated Kernels for Big Sparse Problems. 439-447 - Rafal Zdunek
Initialization of Nonnegative Matrix Factorization with Vertices of Convex Polytope. 448-455
Computer Vision, Image and Speech Analysis
- Grzegorz Bagrowski, Marcin Luckner:
Comparison of Corner Detectors for Revolving Objects Matching Task. 459-467 - Ruihan Bao, Tadashi Shibata:
A Hierarchical Action Recognition System Applying Fisher Discrimination Dictionary Learning via Sparse Representation. 468-476 - Marcin Blachnik
Do We Need Complex Models for Gestures? A Comparison of Data Representation and Preprocessing Methods for Hand Gesture Recognition. 477-485 - Marina-Anca Cidotã
Learning 3D AAM Fitting with Kernel Methods. 486-494 - Piotr Dobosz:
An Analytical Approach to the Image Reconstruction Problem Using EM Algorithm. 495-500 - Krzysztof Gdawiec
Recognition of Two-Dimensional Shapes Based on Dependence Vectors. 501-508 - Przemyslaw Górecki, Krzysztof Sopyla, Pawel Drozda
Ranking by K-Means Voting Algorithm for Similar Image Retrieval. 509-517 - Dariusz Jacek Jakóbczak
Shape Parametrization and Contour Curvature Using Method of Hurwitz-Radon Matrices. 518-526 - Tomasz Kapuscinski
Vision-Based Recognition of Fingerspelled Acronyms Using Hierarchical Temporal Memory. 527-534 - Mariusz Kubanek
Lip Tracking Method for the System of Audio-Visual Polish Speech Recognition. 535-542 - Marcus Lindner, Marco Block, Raúl Rojas:
Object Recognition Using Summed Features Classifier. 543-550 - Patryk Najgebauer
Novel Method for Parasite Detection in Microscopic Samples. 551-558 - Agnieszka Owczarek, Krzysztof Slot
Lipreading Procedure Based on Dynamic Programming. 559-566 - Sebastian Pabiasz, Janusz T. Starczewski
Meshes vs. Depth Maps in Face Recognition Systems. 567-573 - Ewa Piatkowska, Jerzy Martyna:
Facial Expression Recognition for Detecting Human Aggression. 574-582 - Ricardo C. B. Rodrigues, Sergio Pellegrino, Hemerson Pistori
Combining Color and Haar Wavelet Responses for Aerial Image Classification. 583-591 - Janusz Rygal, Patryk Najgebauer
Properties and Structure of Fast Text Search Engine in Context of Semantic Image Analysis. 592-599 - Boguslaw Rymut
Full Body Motion Tracking in Monocular Images Using Particle Swarm Optimization. 600-607 - Marcin Tekieli
DriastSystem: A Computer Vision Based Device for Real Time Traffic Sign Detection and Recognition. 608-616 - Pushe Zhao, Renyuan Zhang, Tadashi Shibata:
Real-Time Object Tracking Algorithm Employing On-Line Support Vector Machine and Multiple Candidate Regeneration. 617-625
The 4th International Workshop on Engineering Knowledge and Semantic Systems
- Gonzalo A. Aranda-Corral
On the Complexity of Shared Conceptualizations. 629-638 - Konstanty Haniewicz:
Local Controlled Vocabulary for Modern Web Service Description. 639-646 - David Hästbacka, Seppo Kuikka
Semantics and Reasoning for Control Application Engineering Models. 647-655 - Wojciech Indyk, Tomasz Kajdanowicz
MapReduce Approach to Collective Classification for Networks. 656-663 - Jason J. Jung
Semantic Wiki-Based Knowledge Management System by Interleaving Ontology Mapping Tool. 664-672 - Bernadetta Mianowska
A Method for Tuning User Profiles Based on Analysis of User Preference Dynamics in Document Retrieval Systems. 673-681 - Myunggwon Hwang, Do-Heon Jeong, Hanmin Jung, Won-Kyung Sung, Juhyun Shin
A Term Normalization Method for Better Performance of Terminology Construction. 682-690 - Boguslaw Szlachetko
Stabilisation and Steering of Quadrocopters Using Fuzzy Logic Regulators. 691-698
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