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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
Data Compression Measures for Meta-Learning Systems. 25-28 - Yevgeniy V. Bodyanskiy
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
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
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
Baker's Cyst Classification Using Random Forests. 97-100 - Przemyslaw Dolata
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
Pitfalls in users' evaluation of algorithms for text-based similarity detection in medical education. 109-116 - Ming Li, Qingbo Yin
Retinal Blood Vessel Segmentation Based on Multi-Scale Deep Learning. 117-123 - Krzysztof Pancerz
Experiments with Classification of MMPI Profiles using Fuzzy Decision Trees. 125-128 - Agnieszka Wosiak
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
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
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
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
Toward an Intelligent HS Deck Advisor: Lessons Learned from AAIA'18 Data Mining Competition. 189-192 - Anna Sztyber
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
A Graph-Theoretic Approach to the Train Marshalling Problem. 227-231 - Stefka Fidanova, Gabriel Luque, Olympia Roeva, Marcin Paprzycki
Hybrid Ant Colony Optimization Algorithm for Workforce Planning. 233-236 - László Hajdu
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
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
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
Multithreaded Parallelization of the Finite Element Method Algorithms for Solving Physically Nonlinear Problems. 311-318 - Thomas Jakobs
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
Analyzing energy/performance trade-offs with power capping for parallel applications on modern multi and many core processors. 339-346 - Michal Majchrowicz
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
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
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
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
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
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
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
Immersive Virtual Reality for Earth Sciences. 527-534 - Igor V. Kotenko
Image Clustering Method based on Particle Swarm Optimization. 535-544 - Kamil Ksiazek
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
Query by Approximate Shapes Image Retrieval with improved object sketch extraction algorithm. 555-559 - Krzysztof Murawski
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
Secret Key Sharing Protocol between Units Connected by Wireless MIMO Fading Channels. 569-576 - Roxana-Elena Tudoroiu, Mohammed Zaheeruddin, Nicolae Tudoroiu
MATLAB Implementation of an Adaptive Neuro-Fuzzy Modeling Approach applied on Nonlinear Dynamic Systems - a Case Study. 577-583 - Slawomir K. Zielinski
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
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
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
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
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
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
A Geofencing Algorithm Fit for Supply Chain Management. 737-746 - Marcelo Fantinato
Enhancing Project Management for Cyber-physical Systems Development. 747-750 - Christophe Feltus, Erik H. A. Proper
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
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
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
Collective clustering of marketing data - recommendation system Upsaily. 801-810 - Adam Przybylek
Utilizing online collaborative games to facilitate Agile Software Development. 811-815 - Christopher Reining
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
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
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 - Katia Cirillo, Nico Koprowski, Sascha Herr, Omar Sánchez:
A mixed reality application for sketching in prototyping workshops. 887-891 - Jerzy Redlarski
Stereoscopy in Graphics APIs for CAVE Applications. 893-896 - Patrick Santos, Luciana Salgado, José Viterbo:
Assessing the Communicability of Human-Data Interaction Mechanisms in Transparency Enhancing Tools. 897-906 - Jukka Selin, Markku Rossi:
The functional design method for buildings (FDM) with gamification of information models and AI help to design safer buildings. 907-911 - Alicja Wieczorkowska, Jerzy Kosinski, Krzysztof Szklanny
An Analysis of Game-Related Emotions Using EMOTIV EPOC. 913-917 - Mikolaj Wozniak, Patryk Pomykalski, Dawid Sielski, Krzysztof Grudzien
Exploring EMG gesture recognition - interactive armband for audio playback control. 919-923
2nd International Conference on Lean and Agile Software Development
- Muhammad Ovais Ahmad, Valentina Lenarduzzi
Lessons Learned on Communication Channels and Practices in Agile Software Development. 929-938 - Imane Essebaa, Salima Chantit:
Model Driven Architecture and Agile Methodologies: Reflexion and discussion of their combination. 939-948 - Ridewaan Hanslo
Scrum Adoption Challenges Detection Model: SACDM. 949-957 - Aleksander Jarzebowicz
Assessing Effectiveness of Recommendations to Requirements-Related Problems through Interviews with Experts. 959-968 - Filip Kiss, Bruno Rossi
Agile to Lean Software Development Transformation: a Systematic Literature Review. 969-973 - Jakub Miler
Problems and Solutions of Software Design in Scrum Projects. 975-978 - Krzysztof Redlarski:
Hard lessons learned: A model that facilitates the selection of methods of IT project management. 979-983 - Olga Springer
The Role of a Software Product Manager in Various Business Environments. 985-994 - Miguel Ehécatl Morales-Trujillo, Gabriel Alberto García-Mireles
What Can Go Wrong in a Software Project? Have Fun Solving It. 995-1004 - Pawel Weichbroth
Usability attributes revisited: a time-framed knowledge map. 1005-1008 - Michal R. Wróbel
MaliciousIDE - software development environment that evokes emotions. 1009-1012
Joint 38th IEEE Software Engineering Workshop (SEW-38) and 5th International Workshop on Cyber-Physical Systems (IWCPS-5)
- Ibtissam Abnane, Ali Idri:
Improved Analogy-based Effort Estimation with Incomplete Mixed Data. 1015-1024 - Amina Chikhaoui, Kamel Boukhalfa
A Cost Model for Hybrid Storage Systems in a Cloud Federations. 1025-1034 - Attila Ors Kilyen, Tiberiu Letia:
Interactive development of cyber physical systems using UETPN model. 1035-1042 - Alessandra A. Macedo
The Evolution of a Healthcare Software Framework: Reuse, Evaluation and Lessons Learned. 1043-1051 - Tomas Potuzak
Deep Object Comparison for Interface-based Regression Testing of Software Components. 1053-1062
5th Doctoral Symposium on Recent Advances in Information Technology
- Dominika Dlugosz, Aleksandra Królak
ECG Signal Analysis for Troponin Level Assessment and Coronary Artery Disease Detection: the NEEDED Study 2014. 1065-1068 - Krzysztof Józwiak, Michal Bujacz
The Design of Digital Filter System used in Stimulation with Tomatis Method. 1069-1072 - Piotr Kozierski
New Grid for Particle Filtering of Multivariable Nonlinear Objects. 1073-1077 - João Pedro Matos-Carvalho
UAV downwash dynamic texture features for terrain classification on autonomous navigation. 1079-1083 - Artur Janoska:
MDPC decoding algorithms and their impact on the McEliece cryptosystem. 1085-1089
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