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ORCID11. 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, Jacek Smolag:
Parallel Realisation of the Recurrent Multi Layer Perceptron Learning. 12-20 - Giacomo Capizzi, Christian Napoli, Lucio Paternò:
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, Yoichi Hayashi, Maciej Jaworski:
On the Strong Convergence of the Orthogonal Series-Type Kernel Regression Neural Networks in a Non-stationary Environment. 47-54 - Piotr Duda, Marcin Korytkowski:
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, Meng Joo Er, Lena Pietruczuk:
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, Marcin Gabryel:
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, Jakov Karandashev:
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, Piotr Kula:
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, Pavel V. Sevastjanov, Anna Tikhonenko:
A New Method for Comparing Interval-Valued Intuitionistic Fuzzy Values. 221-228 - Ludmila Dymova, Pavel V. Sevastjanov, Kamil Tkacz:
The Use of Belief Intervals in Operations on Intuitionistic Fuzzy Values. 229-236 - Slawomir Jaszczak, Joanna Kolodziejczyk:
A Method of Fast Application of the Fuzzy PID Algorithm Using Industrial Control Device. 237-246 - Magdalena Kacprzak, Witold Kosinski, Piotr Prokopowicz:
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, Bogdan Kwolek, Ivar Austvoll:
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, Lidia Ostrowska-Nawarycz:
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, Maciej Jaworski:
A New Fuzzy Classifier for Data Streams. 318-324 - Bartlomiej Starosta:
Metasets: A New Approach to Partial Membership. 325-333 - Eulalia Szmidt, Janusz Kacprzyk:
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, Przemyslaw Górecki:
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, Przemyslaw Glomb:
Do We Need Complex Models for Gestures? A Comparison of Data Representation and Preprocessing Methods for Hand Gesture Recognition. 477-485 - Marina-Anca Cidotã, Dragos Datcu, Léon J. M. Rothkrantz:
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, Diana Domanska:
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, Witold Kosinski:
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, Janusz Bobulski, Lukasz Adrjanowicz:
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, Tomasz Nowak, Jakub Romanowski, Janusz Rygal, Marcin Korytkowski, Rafal Scherer:
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, Tomasz Nowak, Jakub Romanowski, Marcin Gabryel, Rafal Scherer:
Properties and Structure of Fast Text Search Engine in Context of Semantic Image Analysis. 592-599 - Boguslaw Rymut, Tomasz Krzeszowski, Bogdan Kwolek:
Full Body Motion Tracking in Monocular Images Using Particle Swarm Optimization. 600-607 - Marcin Tekieli, Marek Slonski:
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, Joaquín Borrego-Díaz, Jesús Giráldez-Cru:
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, Przemyslaw Kazienko, Slawomir Plamowski:
MapReduce Approach to Collective Classification for Networks. 656-663 - Jason J. Jung, Dariusz Król:
Semantic Wiki-Based Knowledge Management System by Interleaving Ontology Mapping Tool. 664-672 - Bernadetta Mianowska, Ngoc Thanh Nguyen:
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, Pankoo Kim:
A Term Normalization Method for Better Performance of Terminology Construction. 682-690 - Boguslaw Szlachetko, Michal Lower:
Stabilisation and Steering of Quadrocopters Using Fuzzy Logic Regulators. 691-698
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