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Intelligent Methods and Big Data in Industrial Applications, 2019
- Robert Bembenik
, Lukasz Skonieczny
Intelligent Methods and Big Data in Industrial Applications. Studies in Big Data 40, Springer 2019, ISBN 978-3-319-77603-3
Artificial Intelligence Applications
- Germán Gonzalo Creamer:
Nonlinear Forecasting of Energy Futures. 3-14 - Mateusz Modrzejewski
Implementation of Generic Steering Algorithms for AI Agents in Computer Games. 15-27 - Mieczyslaw Muraszkiewicz:
The Dilemma of Innovation-Artificial Intelligence Trade-Off. 29-40 - Cezary Pawlowski, Anna Gelich, Zbigniew W. Ras:
Can We Build Recommender System for Artwork Evaluation? 41-52 - Grzegorz Protaziuk, Robert Piatkowski, Robert Bembenik
Modelling OpenStreetMap Data for Determination of the Fastest Route Under Varying Driving Conditions. 53-71 - Krista Rizman Zalik:
Evolution Algorithm for Community Detection in Social Networks Using Node Centrality. 73-87
Complex Systems
- Nunziato Cassavia, Sergio Flesca, Michele Ianni, Elio Masciari, Giuseppe Papuzzo, Chiara Pulice:
High Performance Computing by the Crowd. 91-101 - Jerzy Chrzaszcz
Zero-Overhead Monitoring of Remote Terminal Devices. 103-113 - Wiktor B. Daszczuk
Asynchronous Specification of Production Cell Benchmark in Integrated Model of Distributed Systems. 115-129 - Julia Kosowska, Grzegorz Mazur:
Implementing the Bus Protocol of a Microprocessor in a Software-Defined Computer. 131-142
Data Mining
- Katarzyna Baraniak:
ISMIS 2017 Data Mining Competition: Trading Based on Recommendations - XGBoost Approach with Feature Engineering. 145-154 - Marzena Kryszkiewicz, Lukasz Skonieczny
Fast Discovery of Generalized Sequential Patterns. 155-170 - Marcin Lewandowski, Lukasz Slonka:
Seismic Attributes Similarity in Facies Classification. 171-181 - Piotr S. Maciag
Efficient Discovery of Sequential Patterns from Event-Based Spatio-Temporal Data by Applying Microclustering Approach. 183-199
Medical Applications and Bioinformatics
- Konrad A. Ciecierski, Tomasz Mandat:
Unsupervised Machine Learning in Classification of Neurobiological Data. 203-212 - Bozena Malysiak-Mrozek, Hanna Mazurkiewicz, Dariusz Mrozek:
Incorporating Fuzzy Logic in Object-Relational Mapping Layer for Flexible Medical Screenings. 213-233 - Andrzej W. Przybyszewski, Stanislaw Szlufik, Piotr Habela, Dariusz M. Koziorowski:
Multimodal Learning Determines Rules of Disease Development in Longitudinal Course with Parkinson's Patients. 235-246 - Piotr Szczuko, Michal Lech, Andrzej Czyzewski:
Comparison of Methods for Real and Imaginary Motion Classification from EEG Signals. 247-257
Multimedia Processing
- Izabella Antoniuk, Przemyslaw Rokita
Procedural Generation of Multilevel Dungeons for Application in Computer Games using Schematic Maps and L-system. 261-275 - Alfredo Cuzzocrea, Enzo Mumolo, Gianni Viardo Vercelli
An HMM-Based Framework for Supporting Accurate Classification of Music Datasets. 277-289 - Aleksandra Dorochowicz, Piotr Hoffmann, Agata Majdanczuk, Bozena Kostek:
Classification of Music Genres by Means of Listening Tests and Decision Algorithms. 291-305 - Michal Lech, Andrzej Czyzewski:
Handwritten Signature Verification System Employing Wireless Biometric Pen. 307-319
Text Processing
- Katarzyna Baraniak, Marcin Sydow
Towards Entity Timeline Analysis in Polish Political News. 323-332 - Maria G. Buey, Cristian Román, Ángel Luís Garrido, Carlos Bobed, Eduardo Mena:
Automatic Legal Document Analysis: Improving the Results of Information Extraction Processes Using an Ontology. 333-351 - Krystyna Chodorowska, Barbara Rychalska, Katarzyna Pakulska, Piotr Andruszkiewicz:
To Improve, or Not to Improve; How Changes in Corpora Influence the Results of Machine Learning Tasks on the Example of Datasets Used for Paraphrase Identification. 353-366 - Narges Tabari, Mirsad Hadzikadic:
Context Sensitive Sentiment Analysis of Financial Tweets: A New Dictionary. 367-374
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