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ORCID2nd CYBCONF 2015: Gdynia, Poland
- 2nd IEEE International Conference on Cybernetics, CYBCONF 2015, Gdynia, Poland, June 24-26, 2015. IEEE 2015, ISBN 978-1-4799-8322-3
- Piotr Jedrzejowicz, Ngoc Thanh Nguyen, Tzung-Pei Hong
, Ireneusz Czarnowski:
Preface.
Keynote Speeches
- David Camacho:
Bio-inspired clustering: Basic features and future trends in the era of Big Data. 1-6 - Edward Szczerbicki, Cesar Sanín, Syed Imran Shafiq:
Set of experience and decisional DNA: Toward brains for cyber-physical systems and industry of the future. 7-11
Machine Learning
- Ghulam Mustafa, Zhendong Niu, Jie Chen:
Adapting MultiBoost ensemble for class imbalanced learning. 12-17 - Coskun Sahin, Erkin Çilden, Faruk Polat:
Memory efficient factored abstraction for reinforcement learning. 18-23 - Saptarsi Goswami, Amlan Chakrabarti, Basabi Chakraborty:
Analysis of correlation structure of data set for efficient pattern classification. 24-29 - Bartosz Krawczyk, Michal Wozniak:
Reacting to different types of concept drift with adaptive and incremental one-class classifiers. 30-35
Computational Intelligence
- Marta Kolasa, Rafal Dlugosz, Witold Pedrycz:
Problem of efficient initialization of large Self-Organizing Maps implemented in the CMOS technology. 36-41 - Qiangfu Zhao:
Aware system, aware unit and aware logic. 42-47 - O-Joun Lee, Jason J. Jung, Eunsoon You:
Predictive Clustering for performance stability in collaborative filtering techniques. 48-55
Neural Networks and Applications
- Józef Lisowski:
Multi-stage safe ship control with neural state constraints. 56-61 - Grzegorz Dudek:
Extreme learning machine for function approximation - interval problem of input weights and biases. 62-67 - Miroslaw Kordos, Andrzej Rusiecki, Marcin Blachnik:
Noise reduction in regression tasks with distance, instance, attribute and density weighting. 73-78 - Andrzej Luksza, Wieslaw Sienko:
Using passive neural networks to solve TSP. 79-84 - Ireneusz Czarnowski, Piotr Jedrzejowicz:
Cluster-dependent rotation-based feature selection for the RBF networks initialization. 85-90
Knowledge-Based Systems
- Szymon Bobek, Olgierd Grodzki, Grzegorz J. Nalepa:
Indoor microlocation with BLE beacons and incremental rule learning. 91-96 - Adrianna Kozierkiewicz-Hetmanska, Jaroslaw Bernacki:
A conception for use of user profile to prediction learning effects in Intelligent Tutoring Systems. 97-101 - Aleksander Waloszek, Wojciech Waloszek:
Contextual approach to reasoning with rules. 102-107 - Marcin Pietranik, Ngoc Thanh Nguyen:
Framework for ontology evolution based on a multi-attribute alignment method. 108-112
Machine Vision
- Anna Fabijanska, Jaroslaw Goclawski:
3D segmentation of the cerebrospinal fluid from CT brain scans using local histogram similarity map. 113-118 - Michal Szkudlarek, Maria Pietruszka:
Fast grid-based clustering method for automatic calculation of optimal parameters of skin color classifier for head tracking. 119-124 - Alexander Filonenko, Danilo Cáceres Hernández, Laksono Kurnianggoro, Dong-Wook Seo, Kang-Hyun Jo:
Real-time lane marking detection. 125-128 - Joko Hariyono, Kang-Hyun Jo:
Pedestrian action recognition using motion type classification. 129-132
Swarm Intelligence
- Miroslaw Tomera:
Swarm intelligence applied to identification of nonlinear ship steering model. 133-139 - Agnieszka Lazarowska:
Parameters influence on the performance of an Ant algorithm for safe ship trajectory planning. 140-145 - Tzung-Pei Hong, Ling-I Huang, Wen-Yang Lin, Yu-Yang Liu, Goutam Chakraborty:
Dynamic migration in multiple ant colonies. 146-150 - Meriem Bensouyad, Djamel-Eddine Saïdouni:
A discrete flower pollination algorithm for graph coloring problem. 151-155
Control Systems and Robotics
- Tadeusz Kaczorek:
Positivity and stability of discrete-time nonlinear systems. 156-159 - Anh Duc Dang, Joachim Horn:
Formation control of autonomous robots following desired formation during tracking a moving target. 160-165 - Michal Nowicki, Jan Wietrzykowski, Piotr Skrzypczynski:
Simplicity or flexibility? Complementary Filter vs. EKF for orientation estimation on mobile devices. 166-171 - Konrad Andrzej Markowski, Krzysztof Hryniow:
Solving minimal realisation problem of positive two-dimensional hybrid systems in the form of second Fornasini-Marchesini model. 172-177 - Krzysztof Kula:
Model-based controller for ship track-keeping using neural network. 178-183 - Robert D. Sparrow, Andrew A. Adekunle, Robert J. Berry, Richard J. Farnish:
Balancing throughput and latency for an aerial robot over a wireless secure communication link. 184-189 - Lech Jamroz, Jerzy Raszka:
Scheduling access to common resources in periodic discrete processes. 190-195
Medical and Health Informatics
- Jan Bohacik, Karol Matiasko, Miroslav Benedikovic:
Linguistic variable elimination for a heart failure dataset. 196-200 - Duygu Dede Sener, Hasan Ogul:
Inferring similarity between time-series microarrays: A content-based approach. 201-205 - Goutam Chakraborty, Shigeki Horie, Hikaru Yokoha, Zbigniew Kokosinski:
Minimizing sensors for system monitoring - a case study with EEG signals. 206-211 - (Withdrawn) Standardization in IRIS diagnosis. 212-217
- Artur Szymanski, Stanislaw Szlufik, Justyna Dutkiewicz, Dariusz M. Koziorowski, Marek Cacko, Michal Nieniecki, Andrzej W. Przybyszewski:
Data mining using SPECT can predict neurological symptom development in Parkinson's patients. 218-223 - Pawel Tracz, Piotr S. Szczepaniak:
Image segmentation based on evaluation of candidate regions. 224-227
Smart Applications
- Richard Hyde, Plamen Angelov:
A new online clustering approach for data in arbitrary shaped clusters. 228-233 - Tomasz Zabkowski, Krzysztof Gajowniczek, Ryszard Szupiluk:
Grade analysis for energy usage patterns segmentation based on smart meter data. 234-239 - Andrzej Salamonczyk, Jolanta Brzostek-Pawlowska:
Translation of MathML formulas to Polish text, example applications in teaching the blind. 240-244 - Wojciech M. Kempa:
Study on time-dependent departure process in a finite-buffer queueing model with BMAP-type input stream. 245-250 - Piotr Zelasko, Bartosz Ziólko, Tomasz Jadczyk, Tomasz Pedzimaz:
Linguistically motivated tied-state triphones for polish speech recognition. 251-254 - Víctor Rodríguez-Fernández, Héctor D. Menéndez, David Camacho:
Design and development of a lightweight multi-UAV simulator. 255-260 - Artur Opalinski:
Multi-agent signal filtering for electrical energy demand management. 261-266 - Zbigniew Wesolowski:
Network resource allocation in distributed systems: A global optimization framework. 267-270 - Tayyab Zafar, Khurram Kamal, Rohit Kumar, Zakaullah Sheikh, Senthan Mathavan, U. Ali:
Tool health monitoring using airborne acoustic emission and a PSO-optimized neural network. 271-276
Cognitive Systems
- Ningxuan He, Mengyuan Liu, Fang Zhao:
A Chinese dishes recommendation algorithm based on personal taste. 277-280 - Benjamin Hadorn, Michèle Courant, Béat Hirsbrunner:
Holistic integration of enactive entities into cyber physical systems. 281-286 - Marcin Hernes:
Information extraction methods for text documents in a Cognitive Integrated Management Information System. 287-292 - Krzysztof Kutt, Artur Gunia, Grzegorz J. Nalepa:
Cognitive enhancement: How to increase chance of survival in the jungle? 293-298
Computational Aspects of Big Data Analysis (CABDA 2015)
- Pavel Krömer, Jan Platos, Václav Snásel:
Traditional and self-adaptive differential evolution for the p-median problem. 299-304 - Vojtech Uher, Petr Gajdos, Tomás Jezowicz:
Solving nearest neighbors problem on GPU to speed up the Fruchterman-Reingold graph layout algorithm. 305-310 - Bartosz Krawczyk, Michal Wozniak:
Combining nearest neighbour classifiers based on small subsamples for big data analytics. 311-316
Cyber Security (CYBERSEC 2015)
- Subil Abraham, Suku Nair:
Exploitability analysis using predictive cybersecurity framework. 317-323 - Igino Corona, Matteo Contini, Davide Ariu, Giorgio Giacinto, Fabio Roli, Michael Lund, Giorgio Marinelli:
PharmaGuard: Automatic identification of illegal search-indexed online pharmacies. 324-329 - Marcin Szpyrka, Adam Szczur, Jan G. Bazan, Lukasz Dydo:
Extracting of temporal patterns from data for hierarchical classifiers construction. 330-335 - Damian Hermanowski:
Open Source Security Information Management system supporting IT security audit. 336-341
Innovations in Web Technologies (InWebTech 2015)
- Maciej Huk, Jan Kwiatkowski, Dariusz Konieczny, Michal Kedziora, Jolanta Mizera-Pietraszko:
Context-sensitive text mining with fitness leveling Genetic Algorithm. 342-347 - Anna Bryniarska:
The model of possible Web data retrieval. 348-353 - Grzegorz Kolaczek, Pawel Swiatek, Adam Grzech, Krzysztof Juszczyszyn, Pawel Stelmach, Lukasz Falas, Arkadiusz Slawek, Patryk Schauer:
Online platform to support business analysis and Process Optimization in transportation organizations. 354-359 - Jolanta Tancula:
Improving scalability of web applications based on stability of the network with the use of controller PI. 360-364 - Grazyna Suchacka, Mariusz Sobkow:
Detection of Internet robots using a Bayesian approach. 365-370
Image Processing and Pattern Recognition (IPPR 2015)
- Ting Shu, Bob Zhang, Yuan Yan Tang:
Simplified and Improved Patch Ordering for Diabetes Mellitus detection. 371-376 - Jianjia Pan, Xianwei Zheng, Lina Yang, Yulong Wang, Haoliang Yuan, Yuan Yan Tang:
A forecasting method based on extrema mean empirical mode decomposition and wavelet neural network. 377-381 - Lina Yang, Yuan Yan Tang, Yulong Wang, Huiwu Luo, Jianjia Pan, Haoliang Yuan, Xianwei Zheng, Chunli Li, Ting Shu:
Similarity analysis based on sparse representation for protein sequence comparison. 382-387 - Yulong Wang, Yuan Yan Tang, Lina Yang, Huiwu Luo, Haoliang Yuan, Xianwei Zheng, Jianjia Pan:
Classification via atomic representation. 388-393 - Huiwu Luo, Yuan Yan Tang, Yulong Wang, Chunli Li, Jianzhong Wang, Tingbo Hu, Hong Li:
Hyperspectral image classification using One Dimensional Manifold Embedding with Spectral-Spatial based affinity metric. 394-398 - Bingfei Nan, Ye Xu, Zhichun Mu, Long Chen:
Content-based image retrieval using local texture-based color histogram. 399-405 - Xianwei Zheng, Yuan Yan Tang, Jiantao Zhou, Lina Yang, Haoliang Yuan, Yulong Wang, Chunli Li:
Redundant graph Fourier transform. 406-409 - Chunli Li, Yuan Yan Tang, Huiwu Luo, Xianwei Zheng:
Join Gabor and scattering transform for urine sediment particle texture analysis. 410-415
Application of Soft Computing Methods to Motion Control of Electrical Drives (SCMC 2015)
- Tomasz Pajchrowski:
Application of an internal model Speed Control for PMSM with variable mechanical paremeters. 416-421 - Jacek Kabzinski, Marcin Jastrzebski:
Fuzzy modeling of LuGre-type friction. 422-426 - Konrad Urbanski:
Position estimation at zero speed for PMSM using probabilistic neural network. 427-432 - Piotr Derugo:
Single node recursions in Adaptive Neuro-Fuzzy Controller. 433-438 - Karol Wróbel:
Multilayer soft switchable predictive speed controller for the drive with elastic coupling. 439-442 - Dmitry V. Lukichev, Galina L. Demidova, Stefan Brock:
Fuzzy adaptive PID control for two-mass servo-drive system with elasticity and friction. 443-448 - Dominik Luczak, Przemyslaw Siwek, Krzysztof Nowopolski:
Speed controller for four-mass mechanical system with two drive units. 449-454 - Krzysztof Drozdz:
Estimation of the mechanical state variables of the two-mass system using fuzzy adaptive Kalman filter - Experimental study. 455-459 - Stephen J. Dodds, Jacob L. Pedersen, Piotr Derugo, Krzysztof Szabat:
Polynomial speed control of electric drive with flexible coupling: Preliminary experiments. 460-466
Visual Information Coding Meets Machine Learning: Large-Scale Challenges (VICML 2015)
- Hammad Dilpazir, Hasan Mahmood, Muhammad Zia, Hafiz Malik:
Face recognition: A multivariate mutual information based approach. 467-471 - Pawel Czarnul, Pawel Rosciszewski, Mariusz R. Matuszek, Julian Szymanski:
Simulation of parallel similarity measure computations for large data sets. 472-477 - Marcin Korytkowski, Rafal Scherer, Pawel Staszewski, Piotr Woldan:
Bag-of-features image indexing and classification in microsoft SQL server relational database. 478-482
Reliable Biometrics (BIORELIABILITY 2015)
- Adam Czajka, Kevin W. Bowyer:
Statistical analysis of multiple presentation attempts in iris recognition. 483-488 - Weronika Gutfeter, Andrzej Pacut:
Face 3D biometrics goes mobile: Searching for applications of portable depth sensor in face recognition. 489-494 - Mateusz Trokielewicz, Adam Czajka, Piotr Maciejewicz:
Database of iris images acquired in the presence of ocular pathologies and assessment of iris recognition reliability for disease-affected eyes. 495-500 - Anika Pflug, Christian Rathgeb, Ulrich Scherhag, Christoph Busch:
Binarization of spectral histogram models: An application to efficient biometric identification. 501-506 - Krzysztof Adamiak, Piotr Duch, Dominik Zurek, Krzysztof Slot:
Modifications of most expressive feature reordering criteria for supervised kernel Principal Component Analysis. 507-511 - Wlodzimierz Kasprzak, Maciej Stefanczyk, Artur Wilkowski:
Printed steganography applied for the authentication of identity photos in face verification. 512-517
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