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FedCSIS 2018: Poznań, Poland
- Maria Ganzha, Leszek A. Maciaszek, Marcin Paprzycki:
Proceedings of the 2018 Federated Conference on Computer Science and Information Systems, FedCSIS 2018, Poznań, Poland, September 9-12, 2018. Annals of Computer Science and Information Systems 15, 2018, ISBN 978-83-949419-5-6
Conference Keynote Papers
- Jan Bosch:
Adopting a Digital Business Operating System. 1-4 - Mehmet Aksit:
The Role of Computer Science and Software Technology in Organizing Universities for Industry 4.0 and Beyond. 5-11
13th International Symposium Advances in Artificial Intelligence and Applications
- Israel Edem Agbehadji, Richard C. Millham, Simon James Fong, Hongji Yang:
Kestrel-based Search Algorithm (KSA) and Long Short Term Memory (LSTM) Network for feature selection in classification of high-dimensional bioinformatics datasets. 15-20 - Katarzyna Baraniak, Marcin Sydow:
News articles similarity for automatic media bias detection in Polish news portals. 21-24 - Marcin Blachnik, Miroslaw Kordos, Slawomir Golak:
Data Compression Measures for Meta-Learning Systems. 25-28 - Yevgeniy V. Bodyanskiy, Galina Setlak, Olena Vynokurova, Iryna Pliss, Olena O. Boiko:
Deep Evolving Stacking Convex Cascade Neo-Fuzzy Network and Its Rapid Learning. 29-33 - Zoltán Erno Csajbók, József Ködmön:
Ranking Rough Sets in Pawlak Approximation Spaces. 35-38 - Shota Hashimura, Hiromitsu Shimakawa, Yusuke Kajiwara:
Automatic Assessment of Student Understanding Level using Virtual Reality. 39-45 - Piotr S. Maciag:
Efficient Discovery of Top-K Sequential Patterns in Event-Based Spatio-Temporal Data. 47-56 - Michal Przewozniczek, Marcin Komarnicki:
The Practical Use of Problem Encoding Allowing Cheap Fitness Computation of Mutated Individuals. 57-65 - Christoph Schwarzweller:
Representation Matters: An Unexpected Property of Polynomial Rings and its Consequences for Formalizing Abstract Field Theory. 67-72 - Kennedy Senagi, Nicolas Jouandeau:
A Non-Deterministic Strategy for Searching Optimal Number of Trees Hyperparameter in Random Forest. 73-80 - Miroslaw Szaban, Anna Wawrzynczak:
Testing the Algorithm of Area Optimization by Binary Classification with Use of Three State 2D Cellular Automata in Layers. 81-84 - Tomasz Tajmajer:
Modular Multi-Objective Deep Reinforcement Learning with Decision Values. 85-93
3rd International Workshop on Artificial Intelligence in Machine Vision and Graphics
- Adam Ciszkiewicz, Grzegorz Milewski, Jacek Lorkowski:
Baker's Cyst Classification Using Random Forests. 97-100 - Przemyslaw Dolata, Jacek Reiner:
Barley Variety Recognition with Viewpoint-aware Double-stream Convolutional Neural Networks. 101-105
8th International Workshop on Artificial Intelligence in Medical Applications
- Jakub Scavnický, Matej Karolyi, Petra Ruzicková, Andrea Pokorná, Hana Harazim, Petr Stourac, Martin Komenda:
Pitfalls in users' evaluation of algorithms for text-based similarity detection in medical education. 109-116 - Ming Li, Qingbo Yin, Mingyu Lu:
Retinal Blood Vessel Segmentation Based on Multi-Scale Deep Learning. 117-123 - Krzysztof Pancerz, Vitaly G. Levashenko, Elena Zaitseva, Jerzy Gomula:
Experiments with Classification of MMPI Profiles using Fuzzy Decision Trees. 125-128 - Agnieszka Wosiak, Kinga Glinka, Agata Zamecznik, Katarzyna Niewiadomska-Jarosik:
Imputing Missing Values for Improved Statistical Inference Applied to Intrauterine Growth Restriction Problem. 129-135
3rd International Workshop on AI aspects of Reasoning, Information, and Memory
- Mateusz Krzyszton:
Adaptive Supervisor: Method of Reinforcement Learning Fault Elimination by Application of Supervised Learning. 139-143 - Karol Pak:
Combining the Syntactic and Semantic Representations of Mizar Proofs. 145-153 - Tomasz Zurek, Michal Araszkiewicz:
Modelling Legal Interpretation in Structured Argumentation Framework. 155-158
8th International Workshop on Advances in Semantic Information Retrieval
- Sayed Mahmood Bakhshayesh, Azadeh Mohebi, Abbas Ahmadi, Amir Badamchi:
A New Subject-based Document Retrieval from Digital Libraries Using Vector Space Model. 161-164 - Natalia Bogach, Yurij Lezhenin, Vadim Diachkov, Anton Lamtev, Artyom Zhuikov, Elena Boitsova, Evgeny Pyshkin:
Automatic intonation-based keyword extraction from academic discourse. 165-168 - Jurgita Kapociute-Dzikiene, Robertas Damasevicius:
Lithuanian Author Profiling with the Deep Learning. 169-172 - Dominik Tomaszuk, Lukasz Szeremeta:
Named Property Graphs. 173-177
1st International Workshop on AI Methods in Data Mining Challenges
- Ling Cen, Andrzej Ruta, Dymitr Ruta, Quang Hieu Vu:
Regression Networks for Robust Win-rates Predictions of AI Gaming Bots. 181-184 - Jan Jakubik:
A Neural Network Approach to Hearthstone Win Rate Prediction. 185-188 - Andrzej Janusz, Tomasz Tajmajer, Maciej Swiechowski, Lukasz Grad, Jacek Puczniewski, Dominik Slezak:
Toward an Intelligent HS Deck Advisor: Lessons Learned from AAIA'18 Data Mining Competition. 189-192 - Anna Sztyber, Jan Betley, Adam Witkowski:
Predicting winrate of Hearthstone decks using their archetypes. 193-196 - Quang Hieu Vu, Dymitr Ruta, Andrzej Ruta, Ling Cen:
Predicting Win-rates of Hearthstone Decks: Models and Features that Won AAIA'2018 Data Mining Challenge. 197-200
6th International Workshop on Smart Energy Networks & Multi-Agent Systems
- Stefan Bosse:
Smart Micro-scale Energy Management and Energy Distribution in Decentralized Self-Powered Networks Using Multi-Agent Systems. 203-213 - Jörg Bremer, Sebastian Lehnhoff:
Sensitivity in Multi-Ensemble Scheduling. 215-223
11th International Workshop on Computational Optimization
- Jens Dörpinghaus, Rainer Schrader:
A Graph-Theoretic Approach to the Train Marshalling Problem. 227-231 - Stefka Fidanova, Gabriel Luque, Olympia Roeva, Marcin Paprzycki, Pawel Gepner:
Hybrid Ant Colony Optimization Algorithm for Workforce Planning. 233-236 - László Hajdu, András Bóta, Miklós Krész:
Community based influence maximization in the Independent Cascade Model. 237-243 - Antonio Mucherino, Florian Elain, Ludovic Hoyet, Richard Kulpa:
Feature Selection in Time-Series Motion Databases. 245-248 - Kohei Muraka, Takuya Yoshino, Kouichi Hirata:
Computing Edit Distance between Rooted Labeled Caterpillars. 249-255 - Venelin Todorov, Nikolay Ikonomov, Ivan Dimov, Rayna Georgieva:
A New Monte Carlo Algorithm for Linear Algebraic Systems Based on the "Walk on Equations" Algorithm. 257-260 - Bernát Wiandt, Vilmos Simon:
Autonomous Graph Partitioning for Multi-Agent Patrolling Problems. 261-268
1st International Workshop on Biomedical & Health Engineering and Data Analysis
- Minoru Nakayama, Wioletta Nowak, Tomasz Krecicki, Andrzej Hachol:
Prediction of Alzheimer's Disease in Patients using Features of Pupil Light Reflex to Chromatic Stimuli. 273-277 - Adam Nowak, Mikolaj Wozniak, Michal Pieprzowski, Andrzej Romanowski:
Towards Amblyopia Therapy Using Mixed Reality Technology. 279-282 - Andrzej Romanowski:
Contextual processing of electrical capacitance tomography measurement data for temporal modeling of pneumatic conveying process. 283-286 - Piotr Tojza, Grzegorz Redlarski, Maria Janiak:
Supporting gastroesophageal reflux disease diagnostics by using wavelet analysis in esophageal pH-metry. 287-294
11th Workshop on Computer Aspects of Numerical Algorithms
- Dariusz W. Brzezinski:
Computation of Gauss-Jacobi Quadrature Nodes and Weights with Arbitrary Precision. 297-306 - Beata Bylina, Jaroslaw Bylina, Marek Karwacki:
An effective sparse storage scheme for GPU-enabled uniformization method. 307-310 - Sergiy Fialko, Viktor Karpilovskyi:
Multithreaded Parallelization of the Finite Element Method Algorithms for Solving Physically Nonlinear Problems. 311-318 - Thomas Jakobs, Gudula Rünger:
On the energy consumption of Load/Store AVX instructions. 319-327 - Natalia Kalinnik, Robert Kiesel, Thomas Rauber, Marcel Richter, Gudula Rünger:
On the Autotuning Potential of Time-stepping methods from Scientific Computing. 329-338 - Adam Krzywaniak, Jerzy Proficz, Pawel Czarnul:
Analyzing energy/performance trade-offs with power capping for parallel applications on modern multi and many core processors. 339-346 - Michal Majchrowicz, Pawel Kapusta, Lidia Jackowska-Strumillo, Dominik Sankowski:
Acceleration of 3D ECT image reconstruction in heterogeneous, multi-GPU, multi-node distributed system. 347-350 - Dânia Meira, José Viterbo, Flávia Bernardini:
An Experimental Analysis on Scalable Implementations of the Alternating Least Squares Algorithm. 351-359
5th International Conference on Cryptography and Security Systems
- Michal Andrzejczak:
An Improved Architecture of a Hardware Accelerator for Factoring Integers with Elliptic Curve Method. 363-368 - Zbigniew Kotulski, Tomasz Wojciech Nowak, Mariusz Sepczuk, Marcin Alan Tunia:
Graph-based quantitative description of networks' slices isolation. 369-379 - Alla Levina, Daniyar Mukhamedjanov, Gleb Ryaskin, Dmitrij Kaplun:
Improving pseudorandom generator on cellular automata with bent functions. 381-385 - Polina Sazonova, Sergey Krendelev:
Parametric Hash Function Resistant to Attack by Quantum Computer. 387-390 - Michal Srokosz, Damian Rusinek, Bogdan Ksiezopolski:
A new WAF-based architecture for protecting web applications against CSRF attacks in malicious environment. 391-395 - Vasyl Ustimenko, Urszula Romanczuk-Polubiec, Aneta Wróblewska, Monika Polak, Eustrat Zhupa:
On the implementation of new symmetric ciphers based on non-bijective multivariate maps. 397-405 - Ferucio Laurentiu Tiplea, Cosmin Vârlan:
Group Anonymity in Security Protocols. 407-416
3rd Workshop on Constraint Programming and Operation Research Applications
- Radoslaw Klimek:
Visualization of logical formulas. 419-424 - Wiktor B. Daszczuk:
Siphon-based deadlock detection in Integrated Model of Distributed Systems (IMDS). 425-435 - Lukasz Sobaszek, Arkadiusz Gola, Edward Kozlowski:
Job-shop scheduling with machine breakdown prediction under completion time constraint. 437-440 - Jaroslaw Wikarek:
Lecturers' competences configuration model for the timetabling problem. 441-444 - Piotr Wisniewski, Krzysztof Kluza, Antoni Ligeza, Anna Suchenia:
Generation of Synthetic Business Process Traces using Constraint Programming. 445-453
3rd International Workshop on Language Technologies and Applications
- Fatima Al-Raisi, Shadab Alam, Bruno Vavala, Mao Sheng Liu:
Do Actions Speak Louder Than Words? Predicting Influence in Twitter using Language and Action Features. 457-464 - Agnieszka Bier, Zdzislaw Sroczynski:
Towards semantic search for mathematical notation. 465-469 - Jens Dörpinghaus, Johannes Darms, Marc Jacobs:
What was the Question? A Systematization of Information Retrieval and NLP Problems. 471-478 - Malgorzata Grebowiec, Jaroslaw Protasiewicz:
A neural framework for online recognition of handwritten Kanji characters. 479-483 - Nina Khairova, Svitlana Petrasova, Wlodzimierz Lewoniewski, Mamyrbayev Orken, Mukhsina Kuralai:
Automatic Extraction of Synonymous Collocation Pairs from a Text Corpus. 485-488 - Johannes Lindén, Stefan Forsström, Tingting Zhang:
Evaluating Combinations of Classification Algorithms and Paragraph Vectors for News Article Classification. 489-495 - Dawid Polap:
Voice control in mixed reality. 497-500 - Jakub Nowak, Marcin Korytkowski, Rafal Scherer:
Classification of Computer Network Users with Convolutional Neural Networks. 501-504 - Nina Rizun, Yurii Taranenko:
Methodology of Constructing and Analyzing the Hierarchical Contextually-Oriented Corpora. 505-514 - Samir Undavia, Adam Meyers, John Ortega:
A Comparative Study of Classifying Legal Documents with Neural Networks. 515-522
11th International Symposium on Multimedia Applications and Processing
- Ilario Gabriele Gerloni, Vincenza Carchiolo, Fabio Vitello, Eva Sciacca, Ugo Becciani, Alessandro Costa, Simone Riggi, Fabio Luca Bonali, Elena Russo, Luca Fallati, Fabio M. Marchese, Alessandro Tibaldi:
Immersive Virtual Reality for Earth Sciences. 527-534 - Igor V. Kotenko, Iuliia Kim, Anastasia Matveeva, Ilya I. Viksnin:
Image Clustering Method based on Particle Swarm Optimization. 535-544 - Kamil Ksiazek, Zbigniew Marszalek, Giacomo Capizzi, Christian Napoli, Dawid Polap, Marcin Wozniak:
The impact of parallel programming on faster image filtering. 545-550 - Christoph Kuhr, Alexander Carôt:
A Multimedia Signal Processing Cloud Concept for Low Delay Audio and Video Streaming via the Public Internet. 551-554 - Stanislaw Deniziak, Tomasz Michno:
Query by Approximate Shapes Image Retrieval with improved object sketch extraction algorithm. 555-559 - Krzysztof Murawski, Wojciech Sulej:
Study of the Influence of a Light Source on the Result of the Reconstruction of the Flaccid Membrane of an Artificial Heart. 561-568 - Guillermo Morales-Luna, Valery I. Korzhik, Aleksandr Gerasimovich, Cuong Nguyen, Vladimir Starostin, Victor Yakovlev, Muaed Kabardov:
Secret Key Sharing Protocol between Units Connected by Wireless MIMO Fading Channels. 569-576 - Roxana-Elena Tudoroiu, Mohammed Zaheeruddin, Nicolae Tudoroiu, Dumitru Dan Burdescu:
MATLAB Implementation of an Adaptive Neuro-Fuzzy Modeling Approach applied on Nonlinear Dynamic Systems - a Case Study. 577-583 - Slawomir K. Zielinski, Hyunkook Lee:
Feature Extraction of Binaural Recordings for Acoustic Scene Classification. 585-588
2nd International Conference on Security, Privacy, and Trust
- Alexander Oppermann, Marko Esche, Florian Thiel, Jean-Pierre Seifert:
Secure Cloud Computing: Risk Analysis for Secure Cloud Reference Architecture in Legal Metrology. 593-602 - Dmitry Shishlyannikov, Nikita Zbitnev, Dmitry Gridin:
Probabilistic Block Cipher. 603-606 - Mark Vella, Vishwas Rudramurthy:
Volatile memory-centric investigation of SMS-hijacked phones: a Pushbullet case study. 607-616
2nd Workshop on Internet of Things - Enablers, Challenges and Applications
- Marzena Banach, Tomasz Talaska, Rafal Dlugosz:
Novel Solutions for Smart Cities - Creating Air Pollution Maps Based on Intelligent Sensors. 619-622 - Robert Baumgartl, Dirk Müller:
Raspberry Pi as an Inexpensive Platform for Real-Time Traffic Jam Analysis on the Road. 623-627 - Robert Brzoza-Woch, Lukasz Gurdek, Tomasz Szydlo:
Rapid Embedded Systems Prototyping - an effective approach to embedded systems development. 629-636 - Badis Djamaa, Mohamed Amine Kouda, Ali Yachir, Tayeb Kenaza:
FetchIoT: Efficient Resource Fetching for the Internet of Things. 637-643 - Frank Trethan Johnsen:
Using Publish/Subscribe for Short-lived IoT Data. 645-649 - Attila Matyas Nagy, Vilmos Simon:
Identifying Hidden Influences of Traffic Incidents' effect in Smart Cities. 651-658 - Katsumi Sakakibara, Yoji Nakata, Kento Takabayashi:
Performance Analysis of Slotted ALOHA Systems with Energy Harvesting Nodes and Retry Limit Using DTMC Model. 659-663 - Andrzej Tutaj, Jacek Augustyn:
Universal serial bus as a communication medium for prototype networked data acquisition and control systems - performance optimisation and evaluation. 665-674
16th Conference on Advanced Information Technologies for Management
- Claudio Aparecido Lira do Amaral, Marcelo Fantinato, Sarajane Marques Peres:
Attribute Selection with Filter and Wrapper: An Application on Incident Management Process. 679-682 - Witold Chmielarz, Marek Zborowski:
Scoring method versus TOPSIS method in the evaluation of e-banking. 683-689 - Witold Chmielarz, Oskar Szumski:
Analysis of Selected Internet Platforms of Distributors of Computer Games in the Assessment of Users. 691-695 - Pedram Memari, Seyedeh Samira Mohammadi, Seyed Farid Ghaderi:
Cloud Platform Real-time Measurement and Verification Procedure for Energy Efficiency of Washing Machines. 697-700 - Gloria J. Miller:
Comparative Analysis of Big Data and BI Projects. 701-705 - Vinitha Hannah Subburaj, Joseph E. Urban:
Applying Formal Methods to Specify Security Requirements in Multi-Agent Systems. 707-714 - Matthias Walter:
An Approach to Transforming Requirements into Evaluable UI Design for Contextual Practice - A Design Science Research Perspective. 715-724 - Ewa Ziemba:
The ICT Adoption in Government Units in the Context of the Sustainable Information Society. 725-733
13th Conference on Information Systems Management
- Vincenza Carchiolo, Paolo Walter Modica, Mark Philip Loria, Marco Toja, Michele Malgeri:
A Geofencing Algorithm Fit for Supply Chain Management. 737-746 - Marcelo Fantinato, Filipe E. S. P. Palma, Laura Rafferty, Patrick Hung:
Enhancing Project Management for Cyber-physical Systems Development. 747-750 - Christophe Feltus, Erik H. A. Proper, Kazem Haki:
Towards a Language to Support Value Cocreation: An Extension to the ArchiMate Modeling Framework. 751-760 - Renata Gabryelczyk:
An Exploration of BPM Adoption Factors: Initial Steps for Model Development. 761-768 - Artur Karczmarczyk, Jaroslaw Watróbski, Grzegorz Ladorucki, Jaroslaw Jankowski:
MCDA-based Approach to Sustainable Supplier Selection. 769-778 - Christian Leyh, Thomas Schäffer, Trung Duc Nguyen:
Information System Backsourcing: A Systematic Literature Analysis. 779-788 - Bartlomiej Nita, Piotr Oleksyk, Jerzy Korczak, Helena Dudycz:
Prospective Financial Assessment Based on Real Options in Small and Medium-Sized Company. 789-793 - Jaroslav Majerník:
e-Assessment Management System for Comprehensive Assessment of Medical Students Knowledge. 795-799 - Maciej Pondel, Jerzy Korczak:
Collective clustering of marketing data - recommendation system Upsaily. 801-810 - Adam Przybylek, Wojciech Kowalski:
Utilizing online collaborative games to facilitate Agile Software Development. 811-815 - Christopher Reining, Fernando Moya Rueda, Michael ten Hompel, Gernot A. Fink:
Towards a Framework for Semi-Automated Annotation of Human Order Picking Activities Using Motion Capturing. 817-821 - Agnieszka Agata Tomaszewicz:
The model of local e-administration development. 823-826
24th Conference on Knowledge Acquisition and Management
- Unai Alegre Ibarra, Juan Carlos Augusto, Carl Evans:
RC-ASEF: An open-source tool-supported requirements elicitation framework for context-aware systems development. 829-838 - Marcin Hernes, Jerzy Korczak:
Performance evaluation of trading strategies in multi-agent systems - Case of A-Trader. 839-844 - Pawel Weichbroth:
Mining e-mail message sequences from log data. 845-848
5th Workshop on Model Driven Approaches in System Development
- Berkay Akdal, Zehra Gül Çabuk Keskin, Erdem Eser Ekinci, Geylani Kardas:
Model-driven Query Generation for Elasticsearch. 853-862 - Anna Derezinska, Lukasz Zaremba:
Approaches to Semantic Mutation of Behavioral State Machines in Model-Driven Software Development. 863-866 - Mathijs Schuts, Jozef Hooman, Ivan Kurtev, Dirk-Jan Swagerman:
Reverse Engineering of Legacy Software Interfaces to a Model-Based Approach. 867-876
6th Conference on Multimedia, Interaction, Design and Innovation
- Jakub Berka, Jan Balata, Zdenek Míkovec:
Optimizing the Number of Bluetooth Beacons with Proximity Approach at Decision Points for Intermodal Navigation of Blind Pedestrians. 879-886