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16. ICAISC 2017: Zakopane, Poland
- Leszek Rutkowski, Marcin Korytkowski, Rafal Scherer
, Ryszard Tadeusiewicz
Artificial Intelligence and Soft Computing - 16th International Conference, ICAISC 2017, Zakopane, Poland, June 11-15, 2017, Proceedings, Part II. Lecture Notes in Computer Science 10246, Springer 2017, ISBN 978-3-319-59059-2
Data Mining
- Maciej Baj, Tomasz Walkowiak
Computer Based Stylometric Analysis of Texts in Polish Language. 3-12 - Robert Burduk:
Integration Base Classifiers Based on Their Decision Boundary. 13-20 - Patrick G. Clark, Cheng Gao, Jerzy W. Grzymala-Busse
Complexity of Rule Sets Induced by Two Versions of the MLEM2 Rule Induction Algorithm. 21-30 - Adrian-Catalin Florea, John Anvik
Spark-Based Cluster Implementation of a Bug Report Assignment Recommender System. 31-42 - Marcin Gabryel
The Bag-of-Words Method with Dictionary Analysis by Evolutionary Algorithm. 43-51 - Tomasz Galkowski
The Novel Method of the Estimation of the Fourier Transform Based on Noisy Measurements. 52-61 - Jaroslaw Gramacki
A Complete Efficient FFT-Based Algorithm for Nonparametric Kernel Density Estimation. 62-73 - Irem Islek, Idris Murat Atakli, Sule Gündüz Ögüdücü:
A Framework for Business Failure Prediction. 74-83 - Michal Jezewski
Fuzzy Clustering with \varepsilon -Hyperballs and Its Application to Data Classification. 84-93 - Wojciech Kwedlo
Two Modifications of Yinyang K-means Algorithm. 94-103 - Marcin Mironczuk
Detection of the Innovative Logotypes on the Web Pages. 104-115 - Iveta Mrázová
Extraction and Interpretation of Textual Data from Czech Insolvency Proceedings. 116-125 - Yessica Nataliani
Spectral Clustering for Cell Formation with Minimum Dissimilarities Distance. 126-136 - Aleksandra Postawka
Exercise Recognition Using Averaged Hidden Markov Models. 137-147 - Artur Starczewski
A Study of Cluster Validity Indices for Real-Life Data. 148-158 - Artur Starczewski
Improvement of the Validity Index for Determination of an Appropriate Data Partitioning. 159-170 - Piotr Szwed
Stylometric Features for Authorship Attribution of Polish Texts. 171-182 - Michal R. Wróbel
Handwriting Recognition with Extraction of Letter Fragments. 183-192 - Marcin Wyczechowski, Lukasz Was, Slawomir Wiak
Multidimensional Signal Transformation Based on Distributed Classification Grid and Principal Component Analysis. 193-205
Artificial Intelligence in Modeling, Simulation and Control
- Lukasz Bartczuk, Piotr Dziwiñski, Vladimir G. Red'ko:
The Concept on Nonlinear Modelling of Dynamic Objects Based on State Transition Algorithm and Genetic Programming. 209-220 - Piotr Dziwiñski, Lukasz Bartczuk, Tingwen Huang:
A Method for Non-linear Modelling Based on the Capabilities of PSO and GA Algorithms. 221-232 - Marcin Gadamer:
Linguistic Habit Graphs Used for Text Representation and Correction. 233-242 - Krystian Jobczyk, Antoni Ligeza:
Dynamic Epistemic Preferential Logic of Action. 243-254 - Radoslaw Klimek
Proposal of a Multi-agent System for a Smart Outdoor Lighting Environment. 255-266 - Radoslaw Klimek
Understanding Human Behavior in Intelligent Environments: A Context-Aware System Supporting Mountain Rescuers. 267-279 - Max W. Y. Lam:
TLGProb: Two-Layer Gaussian Process Regression Model for Winning Probability Calculation in Two-Team Sports. 280-291 - Krystian Lapa
Fuzzy PID Controllers with FIR Filtering and a Method for Their Construction. 292-307 - Krzysztof Malecki
The Use of Heterogeneous Cellular Automata to Study the Capacity of the Roundabout. 308-317 - Andrzej Przybyl
A Method for Design of Hardware Emulators for a Distributed Network Environment. 318-336 - Ewaryst Rafajlowicz, Wojciech Rafajlowicz:
Iterative Learning of Optimal Control - Case Study of the Gantry Robot. 337-346 - Piotr Wisniewski
An Approach to Robust Urban Transport Management. Mixed Graph-Based Model for Decision Support. 347-356 - Igor Wojnicki
Street Lighting Control, Energy Consumption Optimization. 357-364
Various Problems of Artificial Intelligence
- Jan K. Argasinski, Iwona Grabska-Gradzinska
Patterns in Serious Game Design and Evaluation Application of Eye-Tracker and Biosensors. 367-377 - Shiran Nabha Barnea
Photo-Electro Characterization and Modeling of Organic Light-Emitting Diodes by Using a Radial Basis Neural Network. 378-389 - Andrzej Bielecki
Conditioned Anxiety Mechanism as a Basis for a Procedure of Control Module of an Autonomous Robot. 390-398 - Szymon Bobek, Piotr Misiak:
Framework for Benchmarking Rule-Based Inference Engines. 399-410 - Szymon Bobek, Grzegorz J. Nalepa, Przemyslaw Babiarz:
Web-Based Editor for Structured Rule Bases. 411-421 - Dariusz Burak:
Parallelization of Image Encryption Algorithm Based on Game of Life and Chaotic System. 422-431 - Zbigniew Gomolka
Cognitive Investigation on Pilot Attention During Take-Offs and Landings Using Flight Simulator. 432-443 - Katarzyna Grzesiak-Kopec, Leszek Nowak
3D Integrated Circuits Layout Optimization Game. 444-453 - Krystian Jobczyk, Antoni Ligeza:
Multi-valued Extension of Putnam-Davis Procedure. 454-465 - Tomasz Kapuscinski, Robert K. Nowicki
Comparison of Effectiveness of Multi-objective Genetic Algorithms in Optimization of Invertible S-Boxes. 466-476 - Jan Karwowski
The Impact of the Number of Averaged Attacker's Strategies on the Results Quality in Mixed-UCT. 477-488 - Marek Korzeniowski, Jacek Mazurkiewicz
Data-Driven Polish Poetry Generator. 489-497 - Marek Korzeniowski, Jacek Mazurkiewicz
Rule Based Dependency Parser for Polish Language. 498-508 - Magdalena Laskowska
Porous Silica Templated Nanomaterials for Artificial Intelligence and IT Technologies. 509-517 - Grazia Lo Sciuto
Combining SVD and Co-occurrence Matrix Information to Recognize Organic Solar Cells Defects with a Elliptical Basis Function Network Classifier. 518-532 - Diana Manjarres
An Intelligent Decision Support System for Assessing the Default Risk in Small and Medium-Sized Enterprises. 533-542 - Jacek Mandziuk
Swarm Intelligence in Solving Stochastic Capacitated Vehicle Routing Problem. 543-552 - Jakub Nowak, Ahmet Taspinar, Rafal Scherer
LSTM Recurrent Neural Networks for Short Text and Sentiment Classification. 553-562 - Jaroslaw Protasiewicz
Categorization of Multilingual Scientific Documents by a Compound Classification System. 563-573 - Andrzej M. J. Skulimowski
Cognitive Content Recommendation in Digital Knowledge Repositories - A Survey of Recent Trends. 574-588 - Anna Suchenia
Supporting BPMN Process Models with UML Sequence Diagrams for Representing Time Issues and Testing Models. 589-598 - Marcin Szpyrka
Simulation of Multi-agent Systems with Alvis Toolkit. 599-608 - Andrzej Szwabe
Tensor-Based Syntactic Feature Engineering for Ontology Instance Matching. 609-622 - Mateusz Slazynski
Semantic Annotations for Mediation of Complex Rule Systems. 623-634 - Mariusz Zebik, Marcin Korytkowski, Rafal A. Angryk
Convolutional Neural Networks for Time Series Classification. 635-642
Special Session: Advances in Single-Objective Continuous Parameter Optimization with Nature-Inspired Algorithms
- Islem Kaabachi, Dorra Jriji, Saoussen Krichen
A DSS Based on Hybrid Ant Colony Optimization Algorithm for the TSP. 645-654 - Tomas Kadavy, Michal Pluhacek
Comparing Strategies for Search Space Boundaries Violation in PSO. 655-664 - Michal Pluhacek
PSO with Attractive Search Space Border Points. 665-675 - Roman Senkerik
Differential Evolution Driven Analytic Programming for Prediction. 676-687 - Adam Viktorin
Archive Analysis in SHADE. 688-699
Special Session: Stream Data Mining
- Cesare Alippi, Wen Qi, Manuel Roveri
Learning in Nonstationary Environments: A Hybrid Approach. 703-714 - Albert Bifet
Classifier Concept Drift Detection and the Illusion of Progress. 715-725 - Maciej Jaworski
Heuristic Regression Function Estimation Methods for Data Streams with Concept Drift. 726-737
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