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17th ICAISC 2018: Zakopane, Poland
- Leszek Rutkowski, Rafal Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz
, Jacek M. Zurada:
Artificial Intelligence and Soft Computing - 17th International Conference, ICAISC 2018, Zakopane, Poland, June 3-7, 2018, Proceedings, Part II. Lecture Notes in Computer Science 10842, Springer 2018, ISBN 978-3-319-91261-5
Computer Vision, Image and Speech Analysis
- Beibei Cui
Moving Object Detection and Tracking Based on Three-Frame Difference and Background Subtraction with Laplace Filter. 3-13 - Mohamed Fakhfakh, Nizar Fakhfakh, Lotfi Chaâri
Robust Lane Extraction Using Two-Dimension Declivity. 14-24 - Joel Oswaldo Gallegos Guillen
Segmentation of the Proximal Femur by the Analysis of X-ray Imaging Using Statistical Models of Shape and Appearance. 25-35 - Rafal Grycuk
Architecture of Database Index for Content-Based Image Retrieval Systems. 36-47 - Piotr Milczarski
Symmetry of Hue Distribution in the Images. 48-61 - Tomasz Sadowski, Rafal Zdunek:
Image Completion with Smooth Nonnegative Matrix Factorization. 62-72 - Janusz T. Starczewski
A Fuzzy SOM for Understanding Incomplete 3D Faces. 73-80 - Bartosz Swiderski
Feature Selection for 'Orange Skin' Type Surface Defect in Furniture Elements. 81-91 - Krzysztof Wiaderek
Image Retrieval by Use of Linguistic Description in Databases. 92-103
Bioinformatics, Biometrics and Medical Applications
- Óscar Álvarez
On the Use of Principal Component Analysis and Particle Swarm Optimization in Protein Tertiary Structure Prediction. 107-116 - Marzena Bielecka
The Shape Language Application to Evaluation of the Vertebra Syndesmophytes Development Progress. 117-126 - Robert Cierniak
Analytical Realization of the EM Algorithm for Emission Positron Tomography. 127-136 - Pawel Karczmarek, Adam Kiersztyn, Witold Pedrycz:
An Application of Graphic Tools and Analytic Hierarchy Process to the Description of Biometric Features. 137-147 - Pawel Karczmarek, Adam Kiersztyn, Witold Pedrycz:
On Some Aspects of an Aggregation Mechanism in Face Recognition Problems. 148-156 - Marek Kowal
Nuclei Detection in Cytological Images Using Convolutional Neural Network and Ellipse Fitting Algorithm. 157-167 - Krzysztof Kutt
Towards the Development of Sensor Platform for Processing Physiological Data from Wearable Sensors. 168-178 - Jacek Mazurkiewicz
Severity of Cellulite Classification Based on Tissue Thermal Imagining. 179-190 - Piotr Milczarski
Features Selection for the Most Accurate SVM Gender Classifier Based on Geometrical Features. 191-206 - Marek Palkowski
Parallel Cache Efficient Algorithm and Implementation of Needleman-Wunsch Global Sequence Alignment. 207-216 - Sebastian Porebski
Using Fuzzy Numbers for Modeling Series of Medical Measurements in a Diagnosis Support Based on the Dempster-Shafer Theory. 217-228 - Aleksandra Postawka
Averaged Hidden Markov Models in Kinect-Based Rehabilitation System. 229-239 - Kelvin Vieira Kredens, Juliano Vieira Martins, Osmar Betazzi Dordal, Edson Emílio Scalabrin, Roberto Hirochi Herai
Genome Compression: An Image-Based Approach. 240-249 - Marcin Zalasinski
Stability of Features Describing the Dynamic Signature Biometric Attribute. 250-261
Data Mining
- Jakub Atroszko, Julian Szymanski
Text Categorization Improvement via User Interaction. 265-275 - Szymon Bobek
Uncertain Decision Tree Classifier for Mobile Context-Aware Computing. 276-287 - Joel Luís Carbonera
An Efficient Prototype Selection Algorithm Based on Dense Spatial Partitions. 288-300 - Patrick G. Clark, Cheng Gao, Jerzy W. Grzymala-Busse
Complexity of Rule Sets Induced by Characteristic Sets and Generalized Maximal Consistent Blocks. 301-310 - Piotr Duda
On Ensemble Components Selection in Data Streams Scenario with Gradual Concept-Drift. 311-320 - Ole Kristian Ekseth, Svein-Olaf Hvasshovd:
An Empirical Study of Strategies Boosts Performance of Mutual Information Similarity. 321-332 - Krzysztof Fonal, Rafal Zdunek:
Distributed Nonnegative Matrix Factorization with HALS Algorithm on Apache Spark. 333-342 - Pasi Fränti, Sami Sieranoja:
Dimensionally Distributed Density Estimation. 343-353 - Tomasz Galkowski
Outliers Detection in Regressions by Nonparametric Parzen Kernel Estimation. 354-363 - Dariusz Jamróz
Application of Perspective-Based Observational Tunnels Method to Visualization of Multidimensional Fractals. 364-375 - Maciej Jaworski
Estimation of Probability Density Function, Differential Entropy and Other Relative Quantities for Data Streams with Concept Drift. 376-386 - Radoslaw Klimek
System for Building and Analyzing Preference Models Based on Social Networking Data and SAT Solvers. 387-397 - Maciej Krawczak, Grazyna Szkatula:
On Asymmetric Problems of Objects' Comparison. 398-407 - Chuanmin Mi
A Recommendation Algorithm Considering User Trust and Interest. 408-422 - Dimitrios Sisiaridis, Olivier Markowitch:
Automating Feature Extraction and Feature Selection in Big Data Security Analytics. 423-432 - Artur Starczewski
Improvement of the Simplified Silhouette Validity Index. 433-444 - Tomasz Walkowiak
Feature Extraction in Subject Classification of Text Documents in Polish. 445-452 - Joanna Wyrobek
Efficiency of Random Decision Forest Technique in Polish Companies' Bankruptcy Prediction. 453-462 - Wanling Zeng, Yang Du, Dingqian Zhang, Zhili Ye, Zhumei Dou:
TUP-RS: Temporal User Profile Based Recommender System. 463-474 - Slawomir K. Zielinski
Feature Extraction of Surround Sound Recordings for Acoustic Scene Classification. 475-486
Artificial Intelligence in Modeling, Simulation and Control
- Fatima Abdallah, Shadi Basurra, Mohamed Medhat Gaber
Cascading Probability Distributions in Agent-Based Models: An Application to Behavioural Energy Wastage. 489-503 - Lukasz Bartczuk, Piotr Dziwiñski, Andrzej Cader
Symbolic Regression with the AMSTA+GP in a Non-linear Modelling of Dynamic Objects. 504-515 - Piotr Dziwiñski, Lukasz Bartczuk, Krzysztof Przybyszewski
A Population Based Algorithm and Fuzzy Decision Trees for Nonlinear Modeling. 516-531 - Krystian Jobczyk, Antoni Ligeza:
The Hybrid Plan Controller Construction for Trajectories in Sobolev Space. 532-543 - Krystian Jobczyk, Piotr Wisniewski
Temporal Traveling Salesman Problem - in a Logic- and Graph Theory-Based Depiction. 544-556 - Magdalena Kacprzak
Modelling the Affective Power of Locutions in a Persuasive Dialogue Game. 557-569 - Adam Kiersztyn, Pawel Karczmarek, Khrystyna Zhadkovska, Witold Pedrycz:
Determination of a Matrix of the Dependencies Between Features Based on the Expert Knowledge. 570-578 - Marcin Lenart, Andrzej Bielecki
Dynamic Trust Scoring of Railway Sensor Information. 579-591 - Marcel Luzar
Linear Parameter-Varying Two Rotor Aero-Dynamical System Modelling with State-Space Neural Network. 592-602 - Otávio Noura Teixeira
Evolutionary Quick Artificial Bee Colony for Constrained Engineering Design Problems. 603-615
Various Problems of Artificial Intelligence
- Iwona Grabska-Gradzinska, Jan K. Argasinski:
Patterns in Video Games Analysis - Application of Eye-Tracker and Electrodermal Activity (EDA) Sensor. 619-629 - Miklós F. Hatwágner
Improved Behavioral Analysis of Fuzzy Cognitive Map Models. 630-641 - Piotr Helbin
On Fuzzy Sheffer Stroke Operation. 642-651 - Ali Ismail, Barbara Strug, Grazyna Slusarczyk:
Building Knowledge Extraction from BIM/IFC Data for Analysis in Graph Databases. 652-664 - Krystian Jobczyk, Antoni Ligeza:
A Multi-Agent Problem in a New Depiction. 665-676 - Radoslaw Klimek
Proposal of a Smart Gun System Supporting Police Interventions. 677-688 - Krzysztof Kluza
Knowledge Representation in Model Driven Approach in Terms of the Zachman Framework. 689-699 - José León, Gustavo A. Cardona
Rendezvous Consensus Algorithm Applied to the Location of Possible Victims in Disaster Zones. 700-710 - Grazia Lo Sciuto
Exploiting OSC Models by Using Neural Networks with an Innovative Pruning Algorithm. 711-722 - Mateusz Modrzejewski
Critical Analysis of Conversational Agent Technology for Intelligent Customer Support and Proposition of a New Solution. 723-733 - Jakub Nowak, Marcin Korytkowski
Random Forests for Profiling Computer Network Users. 734-739 - Wilson O. Quesada, Jonathan I. Rodriguez, Juan C. Murillo, Gustavo A. Cardona
Leader-Follower Formation for UAV Robot Swarm Based on Fuzzy Logic Theory. 740-751 - Tomasz Rutkowski, Jakub Romanowski, Piotr Woldan, Pawel Staszewski, Radoslaw Nielek:
Towards Interpretability of the Movie Recommender Based on a Neuro-Fuzzy Approach. 752-762 - Marcin Szuster
Dual-Heuristic Dynamic Programming in the Three-Wheeled Mobile Transport Robot Control. 763-776 - Tomasz Walkowiak
Stylometry Analysis of Literary Texts in Polish. 777-787 - Piotr Wisniewski
Constraint-Based Identification of Complex Gateway Structures in Business Process Models. 788-798 - Nadezhda G. Yarushkina
Developing a Fuzzy Knowledge Base and Filling It with Knowledge Extracted from Various Documents. 799-810
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