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ORCID9. CORES 2015: Wroclaw, Poland
- Robert Burduk
, Konrad Jackowski, Marek Kurzynski, Michal Wozniak, Andrzej Zolnierek:
Proceedings of the 9th International Conference on Computer Recognition Systems CORES 2015, Wroclaw, Poland, 25-27 May 2015. Advances in Intelligent Systems and Computing 403, Springer 2016, ISBN 978-3-319-26225-3
Features, Learning and Classifiers
- Mikel Galar, Alberto Fernández, Edurne Barrenechea, Humberto Bustince, Francisco Herrera:
New Ordering-Based Pruning Metrics for Ensembles of Classifiers in Imbalanced Datasets. 3-15 - Aleksander Denisiuk, Michal Grabowski:
A Variant of the K-Means Clustering Algorithm for Continuous-Nominal Data. 17-26 - Bartosz Krawczyk:
Combining One-vs-One Decomposition and Ensemble Learning for Multi-class Imbalanced Data. 27-36 - Wieslaw Chmielnicki, Katarzyna Stapor:
Combining One-Versus-One and One-Versus-All Strategies to Improve Multiclass SVM Classifier. 37-45 - Sergio Ramírez-Gallego, Salvador García, José Manuel Benítez, Francisco Herrera:
A Wrapper Evolutionary Approach for Supervised Multivariate Discretization: A Case Study on Decision Trees. 47-58 - Grzegorz Dudek:
Extreme Learning Machine as a Function Approximator: Initialization of Input Weights and Biases. 59-69 - Piotr Plonski, Dorota Stefan, Robert Sulej, Krzysztof Zaremba:
Electron Neutrino Classification in Liquid Argon Time Projection Chamber Detector. 71-79 - Grzegorz Ostrek, Artur Nowakowski, Magdalena Jasionowska, Artur Przelaskowski, Kazimierz Szopinski:
Stroke Tissue Pattern Recognition Based on CT Texture Analysis. 81-90 - Teresa Mroczek, Zdzislaw S. Hippe:
Conversion of Belief Networks into Belief Rules: A New Approach. 91-100 - Krisztián Búza:
Semi-supervised Naive Hubness Bayesian k-Nearest Neighbor for Gene Expression Data. 101-110 - Norbert Jankowski:
The Multi-Ranked Classifiers Comparison. 111-123 - Wojciech Kwedlo:
Using a Genetic Algorithm for Selection of Starting Conditions for the EM Algorithm for Gaussian Mixture Models. 125-134 - Pedro Villar, Alberto Fernández, Francisco Herrera:
On the Combination of Pairwise and Granularity Learning for Improving Fuzzy Rule-Based Classification Systems: GL-FARCHD-OVO. 135-146 - Vânia Almeida, João Gama:
Measures for Combining Prediction Intervals Uncertainty and Reliability in Forecasting. 147-157 - Arkadiusz Tomczyk, Przemyslaw Spurek, Michal Podgórski, Krzysztof Misztal, Jacek Tabor:
Detection of Elongated Structures with Hierarchical Active Partitions and CEC-Based Image Representation. 159-168 - Darko Zelenika, Janez Povh, Bernard Zenko:
Text Detection in Document Images by Machine Learning Algorithms. 169-179 - Krzysztof Gajowniczek, Tomasz S. Zabkowski, Ryszard Szupiluk:
Blind Source Separation for Improved Load Forecasting on Individual Household Level. 181-190 - Lukasz P. Olech, Mariusz Paradowski:
Hierarchical Gaussian Mixture Model with Objects Attached to Terminal and Non-terminal Dendrogram Nodes. 191-201 - Olgierd Unold, Marcin Mianowski:
Real-Valued ACS Classifier System: A Preliminary Study. 203-211 - Borja Ayerdi, Manuel Graña:
Random Forest Active Learning for Retinal Image Segmentation. 213-221 - Pavel Krömer, Jan Platos:
A Comparison of Differential Evolution and Genetic Algorithms for the Column Subset Selection Problem. 223-232 - Michal Vasinek, Jan Platos:
Experiments on Data Classification Using Relative Entropy. 233-242 - Juliusz L. Kulikowski:
Object Recognition Based on Comparative Similarity Assessment. 243-253 - Dragan Simic, Vasa Svircevic, Sinisa Sremac, Vladimir Ilin, Svetlana Simic:
An Efficiency K-Means Data Clustering in Cotton Textile Imports. 255-264 - Robert Burduk:
Discriminant Function Selection in Binary Classification Task. 265-273 - Edward Puchala, Krzysztof Reisner:
Comparison of Multi-label and Multi-perspective Classifiers in Multi-task Pattern Recognition Problems. 275-282 - Katarzyna Borowska, Magdalena Topczewska:
New Data Level Approach for Imbalanced Data Classification Improvement. 283-294 - Adam Kobus, Wieslawa Kuniszyk-Józkowiak, Ireneusz Codello:
Automatic Syllable Repetition Detection in Continuous Speech Based on Linear Prediction Coefficients. 295-304
Biometrics
- Pawel Karczmarek, Adam Kiersztyn, Witold Pedrycz, Przemyslaw Rutka:
Chain Code-Based Local Descriptor for Face Recognition. 307-316 - Janusz Bobulski:
Face Recognition Method with Two-Dimensional HMM. 317-325 - Zeyd Boukhers, Tomasz Jarzynski, Florian Schmidt, Oliver Tiebe, Marcin Grzegorzek:
Shape-Based Eye Blinking Detection and Analysis. 327-335 - Lukasz Smacki, Jacek Luczak, Zygmunt Wróbel:
Lip Print Pattern Extraction Using Top-Hat Transform. 337-346 - Krzysztof Wrobel, Piotr Porwik, Rafal Doroz:
Effective Lip Prints Preprocessing and Matching Methods. 347-357 - Maciej Smiatacz, Jacek Ruminski:
Local Texture Pattern Selection for Efficient Face Recognition and Tracking. 359-368
Data Stream Classification and Big Data Analytics
- Wojciech Marian Czarnecki, Jacek Tabor:
Online Extreme Entropy Machines for Streams Classification and Active Learning. 371-381 - Lida Barakat:
A Context-Driven Data Weighting Approach for Handling Concept Drift in Classification. 383-393 - Radoslaw Z. Ziembinski:
Ontology Learning from Graph-Stream Representation of Complex Process. 395-405 - Jerzy Stefanowski:
On Properties of Undersampling Bagging and Its Extensions for Imbalanced Data. 407-417
Image Processing and Computer Vision
- Marcin Ciecholewski:
Object Tracking Using the Parametric Active Contour Model in Video Streams. 421-429 - Angelika Wronkowicz:
Vision Diagnostics of Power Transmission Lines: Approach to Recognition of Insulators. 431-440 - Adam Nowosielski:
Evaluation of Touchless Typing Techniques with Hand Movement. 441-449 - Marta Rostkowska, Michal Topolski:
A Hybrid Field of View Vision System for Efficient Robot Self-localization with QR Codes. 451-460 - Malgorzata Przytulska, Juliusz L. Kulikowski, Adam Józwik:
Morphologic-Statistical Approach to Detection of Lesions in Liver Tissue in Fish. 461-470 - Pawel Ksieniewicz, Michal Wozniak:
Artificial Photoreceptors for Ensemble Classification of Hyperspectral Images. 471-479 - Boguslaw Cyganek:
Real-Time Eye Detection and Tracking in the Near-Infrared Video for Drivers' Drowsiness Control. 481-490 - Piotr Czapiewski, Pawel Forczmanski, Krzysztof Okarma, Dariusz Frejlichowski, Radoslaw Hofman:
Clothing Similarity Estimation Using Dominant Color Descriptor and SSIM Index. 491-500 - Marcin Jacek Klos:
Determination of Road Traffic Flow Based on 3D Wavelet Transform of an Image Sequence. 501-507
Medical Applications
- Bartosz Zielinski, Marek Skomorowski:
Schmid Filter and Inpainting in Computer-Aided Erosions and Osteophytes Detection Based on Hand Radiographs. 511-519 - Nafaa Nacereddine, Djemel Ziou:
Asymmetric Generalized Gaussian Mixtures for Radiographic Image Segmentation. 521-532 - Piotr Augustyniak:
Accurate Classification of ECG Patterns with Subject-Dependent Feature Vector. 533-541 - Yan Ling Zou, Chen Li, Zeyd Boukhers, Kimiaki Shirahama, Tao Jiang, Marcin Grzegorzek:
Environmental Microbiological Content-Based Image Retrieval System Using Internal Structure Histogram. 543-552 - Andrzej Wolczowski, Janusz Jakubiak:
Control of a Multi-joint Hand Prosthesis - An Experimental Approach. 553-563 - Edward Puchala, Maciej Krysmann, Marek Kurzynski:
Hilbert-Huang Transform Applied to the Recognition of Multimodal Biosignals in the Control of Bioprosthetic Hand. 565-575 - Dorota Oszutowska-Mazurek, Przemyslaw Mazurek, Kinga Sycz, Grazyna Waker-Wójciuk:
Wavelet Analysis of Cell Nuclei from the Papanicolaou Smears Using Standard Deviation Ratios. 577-586 - Izabela Rejer, Jaroslaw Jankowski:
EEG Patterns Analysis in the Process of Recovery from Interruptions. 587-596
Application
- Mariusz Flasinski, Janusz Jurek, Tomasz Peszek:
Application of Syntactic Pattern Recognition Methods for Electrical Load Forecasting. 599-607 - Lukasz Roszkowiak, Anna Korzynska, Marylène Lejeune, Ramón Bosch, Carlos López:
Improvements to Segmentation Method of Stained Lymphoma Tissue Section Images. 609-617 - Mateusz Wierzchowski, Adam Nowosielski:
Swipe Text Input for Touchless Interfaces. 619-629 - Leszek J. Chmielewski, Katarzyna Laszewicz-Smietanska, Piotr Mitas, Arkadiusz Orlowski, Jaroslaw Górski, Grzegorz Gawdzik, Maciej Janowicz, Jacek Wilkowski, Piotr Podziewski:
Defect Detection in Furniture Elements with the Hough Transform Applied to 3D Data. 631-640 - Leszek J. Chmielewski, Maciej Janowicz, Arkadiusz Orlowski:
Prediction of Trend Reversals in Stock Market by Classification of Japanese Candlesticks. 641-647 - Grzegorz Matczak, Przemyslaw Mazurek:
Tracklet-Based Viterbi Track-Before-Detect Algorithm for Line Following Robots. 649-658 - Tomás Jezowicz, Petr Bucek, Jan Platos, Václav Snásel:
Evolutionary Algorithms for Fast Parallel Classification. 659-670 - Marek Kraft, Michal Fularz:
A Hardware Architecture for Calculating LBP-Based Image Region Descriptors. 671-679 - Marek Krótkiewicz, Marcin Jodlowiec, Krystian Wojtkiewicz, Katarzyna Szwedziak:
Unified Process Management for Service and Manufacture System - Material Resources. 681-690 - Zbigniew Czapla:
Point Image Representation for Efficient Detection of Vehicles. 691-700 - Konrad Jackowski, Dariusz Jankowski, Héctor Quintián, Emilio Corchado, Michal Wozniak:
Modelling Dental Milling Process with Machine Learning-Based Regression Algorithms. 701-711 - Marcin Majak, Andrzej Zolnierek:
Rough Sets and Fuzzy Logic Approach for Handwritten Digits and Letters Recognition. 713-722 - Tomasz Maka, Pawel Forczmanski:
Environmental Sounds Recognition Based on Image Processing Methods. 723-732 - Pawel Forczmanski, Tomasz Maka:
Investigating Combinations of Visual Audio Features and Distance Metrics in the Problem of Audio Classification. 733-744 - Piotr Kowaleczko, Przemyslaw Rokita:
Enhancing Tracking Capabilities of KDE Background Subtraction-Based Algorithm Using Edge Histograms. 745-754 - Abdelbadie Belmouhcine, Mohammed Benkhalifa:
Implicit Links-Based Techniques to Enrich K-Nearest Neighbors and Naive Bayes Algorithms for Web Page Classification. 755-766 - Rafal Kozik, Michal Choras, Rafal Renk, Witold Holubowicz:
Semi-unsupervised Machine Learning for Anomaly Detection in HTTP Traffic. 767-775 - Joze Bucar, Janez Povh, Martin Znidarsic:
Sentiment Classification of the Slovenian News Texts. 777-787 - Thakerng Wongsirichot, Nantanat Iad-ua, Jutatip Wibulkit:
A Snoring Sound Analysis Application Using K-Mean Clustering Method on Mobile Devices. 789-796 - Tomasz Andrysiak, Lukasz Saganowski:
DDoS Attacks Detection by Means of Statistical Models. 797-806
RGB-D Perception: Recent Developments and Applications
- Karolina Przerwa, Wlodzimierz Kasprzak, Maciej Stefanczyk:
Infrared Image-Based 3D Surface Reconstruction of Free-Form Texture-Less Objects. 809-820 - Marta Lepicka, Tomasz Kornuta, Maciej Stefanczyk:
Utilization of Colour in ICP-based Point Cloud Registration. 821-830 - Karol Majek, Janusz Bedkowski:
Range Sensors Simulation Using GPU Ray Tracing. 831-840 - Michal Joachimiak, Mikolaj Wasielica, Piotr Skrzypczynski, Janusz Sobecki, Moncef Gabbouj:
View Synthesis with Kinect-Based Tracking for Motion Parallax Depth Cue on a 2D Display. 841-851
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