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FedCSIS 2020: Sofia, Bulgaria
- Maria Ganzha, Leszek A. Maciaszek, Marcin Paprzycki:
Proceedings of the 2020 Federated Conference on Computer Science and Information Systems, FedCSIS 2020, Sofia, Bulgaria, September 6-9, 2020. Annals of Computer Science and Information Systems 21, 2020, ISBN 978-83-955416-7-4
Conference Keynote Papers
- Hans-Georg Fill
:
Enterprise Modeling: From Digital Transformation to Digital Ubiquity. 1-4
15th International Symposium Advances in Artificial Intelligence and Applications
- Alexander Acker, Thorsten Wittkopp, Sasho Nedelkoski, Jasmin Bogatinovski, Odej Kao:
Superiority of Simplicity: A Lightweight Model for Network Device Workload Prediction. 7-10 - Anastasios Alexiadis, Andreas Triantafyllidis, Dimosthenis Elmas, Giorgos Gerovasilis, Konstantinos Votis
A Social Robot-based Platform towards Automated Diet Tracking. 11-14 - Mirche Arsov, Eftim Zdravevski, Petre Lameski, Roberto Corizzo
Short-term air pollution forecasting based on environmental factors and deep learning models. 15-22 - Robert Bogucki, Jan Kanty Milczek, Patryk Miziula:
A simple crime hotspot forecasting algorithm. 23-26 - Jan Bohacik, Ivan Skula
Data Mining-Based Phishing Detection. 27-30 - Pietro Codara, Gabriele Maurina, Diego Valota:
Computing Duals of Finite Gödel Algebras. 31-34 - Badis Djamaa
BoostSole: Design and Realization of a Smart Insole for Automatic Human Gait Classification. 35-43 - Kurt Englmeier:
Concept Blueprints Serving More Focused User Queries. 45-48 - Taís Borges Ferreira, Márcia Aparecida Fernandes:
Students Group Formation Based on Case-Based Reasoning to Support Collaborative Learning. 49-58 - Joanna Henzel, Marek Sikora
Gradient Boosting Application in Forecasting of Performance Indicators Values for Measuring the Efficiency of Promotions in FMCG Retail. 59-68 - Tatyana Ivanova
Extended distributive contact lattices and extended contact algebras. 69-75 - Andrzej Janusz
Network Device Workload Prediction: A Data Mining Challenge at Knowledge Pit. 77-80 - Luiz Carlos Silva Fernandes Junior, Jorge Silva Junior, Antônio F. L. Jacob Junior, Fábio M. F. Lobato:
An extensive analysis of online restaurant reviews: a case study of the Amazonian Culinary Tourism. 81-84 - Eyad Kannout
Context Clustering-based Recommender Systems. 85-91 - Petia D. Koprinkova-Hristova, Nadejda Bocheva:
Age-related Spike Timing Dependent Plasticity of Brain-inspired Model of Visual Information Processing with Reinforcement Learning. 93-100 - Cenru Liu:
Shallow, Deep, Ensemble models for Network Device Workload Forecasting. 101-104 - Jan Ludziejewski, Lukasz Grad, Lukasz Przebinda, Tomasz Tajmajer:
Integrated Human Tracking Based on Video and Smartphone Signal Processing within the Arahub System. 105-114 - Dymitr Ruta, Ling Cen, Quang Hieu Vu:
Deep Bi-Directional LSTM Networks for Device Workload Forecasting. 115-118 - Lukasz Sosnowski
Generating Fuzzy Linguistic Summaries for Menstrual Cycles. 119-128 - Martina Toshevska, Frosina Stojanovska
Explorations into Deep Learning Text Architectures for Dense Image Captioning. 129-136 - Tutku Tuncali Yaman
Pythagorean Fuzzy Analytical Network Process (ANP) and Its Application to Warehouse Location Selection Problem. 137-140 - Marwin Züfle, Samuel Kounev:
A Framework for Time Series Preprocessing and History-based Forecasting Method Recommendation. 141-144 - Maciej Swiechowski, Dominik Slezak
Introducing LogDL - Log Description Language for Insights from Complex Data. 145-154 - Maciej Swiechowski:
Game AI Competitions: Motivation for the Imitation Game-Playing Competition. 155-160
5th International Workshop on Language Technologies and Applications
- Svetla Boytcheva
Automatic Generation of Annotated Corpora of Diagnoses with ICD-10 codes based on Open Data and Linked Open Data. 163-167 - Jens Dörpinghaus
Knowledge Detection and Discovery using Semantic Graph Embeddings on Large Knowledge Graphs generated on Text Mining Results. 169-178 - Anthony Gillioz, Jacky Casas, Elena Mugellini
Overview of the Transformer-based Models for NLP Tasks. 179-183 - Jan Oldrich Kruza:
Czech parliament meeting recordings as ASR training data. 185-188 - Ziyu Liu, Yifan Leng, Meiqi Wang, Congzhu Lin:
Named Entity Recognition and Named Entity Linking on Esports Contents. 189-192 - Guillaume Le Noé-Bienvenu, Damien Nouvel, Djamel Mostefa:
Measuring the Polarity of Conversations between Chatbots and Humans: A Use Case in the Banking Sector. 193-198 - Martin Víta, Petr Skoda
Open IE-Triples Inference - Corpora Development and DNN Architectures. 199-204
13th International Workshop on Computational Optimization
- Adis Alihodzic
An Effective Integrated Metaheuristic Algorithm For Solving Engineering Problems. 207-214 - Adis Alihodzic, Sead Delalic, Damir Hasic:
An Exact Two-Phase Method For Optimal Camera Placement In Art Gallery Problem. 215-222 - Velin Andonov
Conceptual Optimization of a Generalized Net Model of a Queuing System. 223-226 - Jens Dörpinghaus
Optimization of Retrieval Algorithms on Large Scale Knowledge Graphs. 227-236 - Stefka Fidanova
Ant Colony Optimization Algorithm for Fuzzy Transport Modelling. 237-240 - Stefka Fidanova
Fast BF-ICrA Method for the Evaluation of MO-ACO Algorithm for WSN Layout. 241-249 - Grzegorz Filcek, Miroslaw Lawrynowicz:
A comparison of evolutionary and simulated annealing algorithms for bi-criteria location-scheduling problem. 251-255 - Méziane Aïder
A Reactive Search-Based Algorithm for Scheduling Multiprocessor Tasks on Two Dedicated Processors. 257-261 - Natalia Grigoreva:
Multiprocessor Scheduling Problem with Release and Delivery Times. 263-269 - Seyed Soheil Hosseini
On Finding the Optimal Tree of a Complete Weighted Graph. 271-275 - Yuanyuan Li, Edoardo Fadda
Reinforcement Learning Algorithms for Online Single-Machine Scheduling. 277-283 - Rossen Mikhov, Vladimir Myasnichenko
A Two-Stage Monte Carlo Approach for Optimization of Bimetallic Nanostructures. 285-288 - Antonio Mucherino, Douglas Soares Gonçalves, Leo Liberti, Jung-Hsin Lin, Carlile Lavor, Nelson Maculan:
MD-jeep: a New Release for Discretizable Distance Geometry Problems with Interval Data. 289-294 - Dariusz Nogalski
Exact and approximation algorithms for sensor placement against DDoS attacks. 295-301 - Alain Quilliot, Fatiha Bendali, Jean Mailfert, Eloise Mole Kamga, Hélène Toussaint:
Pipe-lining Dynamic Programming Processes in Order to Synchronize Energy Production and Consumption. 303-306 - Brenner H. O. Rios
Stochastic multi-depot vehicle routing problem with pickup and delivery: an ILS approach. 307-315 - Khadija Hadj Salem
An Experimental Study on Symmetry Breaking Constraints Impact for the One Dimensional Bin-Packing Problem. 317-326 - Krasimira Stoilova
Bi-level Optimization Application for Urban Traffic Management. 327-336 - Venelin Todorov
A New Optimized Stochastic Approach for Multidimensional Integrals in Machine Learning. 337-340 - Venelin Todorov
A New Optimized Adaptive Approach for Estimation of the Wigner Kernel. 341-344 - Velichka Traneva, Stoyan Tranev:
Intuitionistic Fuzzy Hamiltonian Cycle by Index Matrices. 345-348 - Velichka Traneva, Stoyan Tranev:
Intuitionistic Fuzzy Transportation Problem by Zero Point Method. 349-358 - Lubomír Stepánek
Feasibility of computerized adaptive testing evaluated by Monte-Carlo and post-hoc simulations. 359-367
Advances in Computer Science & Systems
- Robertas Damasevicius, Olusola Abayomi-Alli, Rytis Maskeliunas
BiLSTM with Data Augmentation using Interpolation Methods to Improve Early Detection of Parkinson Disease. 371-380 - Alin Suciu, Anca Hangan
Parallel implementation of a PIC simulation algorithm using OpenMP. 381-385 - Jan Jakubik:
Retrieving Sound Samples of Subjective Interest With User Interaction. 387-390 - Stefan Kristofík
StarCraft agent strategic training on a large human versus human game replay dataset. 391-399 - Daniel Pohl, Selvakumar Panneer, Deepak S. Vembar, Carl S. Marshall:
15 Years Later: A Historic Look Back at "Quake 3: Ray Traced". 401-412 - Gennadiy Savin, Boris M. Shabanov, Dmitriy Lyakhovets
Simulator of a Supercomputer Job Management System as a Scientific Service. 413-416 - Diogo Vinícius de Sousa Silva, Frederico Araújo Durão:
Dynamic Clustering Personalization for Recommending Long Tail Items. 417-425 - Jakub Silka
Future Graduate Salaries Prediction Model Based On Recurrent Neural Network. 427-430 - Cosmin Stoica Spahiu, Marian Marcel Abagiu
Automatic beams detection used for LiFi car-2-car communication. 431-434 - Frederik Valocký, Peter Drahos
Design of a R-ID in order to determine the position of the vehicle. 435-441 - Marta Wlodarczyk-Sielicka
Interpolation merge as augmentation technique in the problem of ship classification. 443-446
13th Workshop on Computer Aspects of Numerical Algorithms
- Chunchun Zhao, Sartaj Sahni:
Efficient Computation of RNA Partition Functions Using McCaskill's Algorithm. 449-452 - Lubomír Stepánek
Analysis of asymptotic time complexity of an assumption-free alternative to the log-rank test. 453-460
11th Workshop on Scalable Computing
- Martin Macák, Matus Stovcik, Barbora Buhnova, Michal Merjavy:
How well a multi-model database performs against its single-model variants: Benchmarking OrientDB with Neo4j and MongoDB. 463-470
Advances in Network Systems and Applications
- Kirubel W. Afrassa, Genco Cosgun, Ulku F. Gursoy, Enes M. Yildiz, Mehmet S. Aktas:
On the Community Discovery Methods for Complex Networks: A Case Study. 473-477 - Toshihiko Kato, Takumi Enda, Ryo Yamamoto
How Coarse-grained Clock Impacts on Performance of NDN Rate-based Congestion Control with Explicit Rate Reporting. 479-488
4th Workshop on Internet of Things - Enablers, Challenges and Applications
- Neil Ayeb, Éric Rutten, Sébastien Bolle
Coordinated autonomic loops for target identification, load and error-aware Device Management for the IoT. 491-500 - Frank T. Johnsen, Emil P. Andersen, Thomas Blaalid, Hans Engstad, Sigve Røkenes:
A LoRa Mesh Network Asset Tracking Prototype. 501-510 - Alessandro Morelli
A Federated Platform to Support IoT Discovery in Smart Cities and HADR Scenarios. 511-519 - Srinivasa Raju Rudraraju
Face Mask Detection at the Fog Computing Gateway. 521-524
1st International Forum on Cyber Security, Privacy and Trust
- Marko Esche, Federico Grasso Toro
Developing Defense Strategies from Attack Probability Trees in Software Risk Assessment. 527-536 - Anna Sidorova, Konstantin Kogos
Voice authentication based on the Russian-language dataset, MFCC method and the anomaly detection algorithm. 537-540
Advances in Information Systems and Technology
- Dmitriy Gakh:
Peculiarities of Modern Street Addressing System toward to Implementation of the Smart City Conception. 543-552 - Felix Häfner, Ralf-Christian Härting, Raphael Kaim:
Potentials of digital approaches in a tourism industry with changing customer needs - a quantitative study. 553-557 - Alexander Oppermann
Toward Digital Transformation of Processes in Legal Metrology for Weighing Instruments. 559-562 - Alexander Yumaganov, Anton Agafonov
Map Matching Algorithm Based on Dynamic Programming Approach. 563-566
2nd Special Session on Data Science in Health, Ecology and Commerce
- Peter Malík
Instance Segmentation Model Created from Three Semantic Segmentations of Mask, Boundary and Centroid Pixels Verified on GlaS Dataset. 569-576
15th Conference on Information Systems Management
- Vincenza Carchiolo
Pick-up & Deliver in Maintenance Management of Renewable Energy Power Plants. 579-585 - Renato Cirne, Caio Melquiades, Renan Leite, Eronita Leijden, Alexandre Maciel, Fernando Buarque de Lima Neto
Data Mining for Process Modeling: A Clustered Process Discovery Approach. 587-590 - Gloria J. Miller
Digital assets for project-based studies and data-driven project management. 591-594 - Anastasija Nikiforova
Data Quality Model-based Testing of Information Systems. 595-602 - Jie Song, Tom Servranckx, Annelies Martens, Mario Vanhoucke:
A Simulation Study on the Impact of Activity Crashing on the Project Duration and Cost under Different Budget Release Scenarios. 603-606
26th Conference on Knowledge Acquisition and Management
- Hiroki Ito, Hiromitsu Shimakawa, Fumiko Harada:
Comprehension analysis considering programming thinking ability using code puzzle. 609-618 - Emir Zunic, Dzenana Donko, Haris Supic
Cluster-based approach for successful solving real-world vehicle routing problems. 619-626
Advances in Software and System Engineering
- Pushkar Kishore
An incremental malware detection model for meta-feature API and system call sequence. 629-638 - Mehmet Alp Kose, Mert Ozkaya:
Towards Extending UML's Activity Diagram for the Architectural Modeling, Analysis, and Implementation. 639-648 - Jakub Matisák
The Use of ARCore Technology for Online Control Simulations. 649-652 - Paulo Pérez, Philippe Roose, Nadine Couture
Proxemic Environments: A Framework for Developing Mobile Applications based on Proxemic Interactions. 653-656 - Alper Silistre, Onur Kilinççeker
Community Detection in Model-based Testing to Address Scalability: Study Design. 657-660
Joint 40th IEEE Software Engineering Workshop and 7th International Workshop on Cyber-Physical Systems
- Christian Fibich
Evaluation of Open-Source Linear Algebra Libraries targeting ARM and RISC-V Architectures. 663-672 - Inna Huchenko
Requirement Elicitation Techniques for Software Projects in Ukrainian IT: An Exploratory Study. 673-681 - Michal Sojka, Ondrej Benedikt, Zdenek Hanzálek, Pavel Zaykov:
Testbed for thermal and performance analysis in MPSoC systems. 683-692
4th International Conference on Lean and Agile Software Development
- Ridewaan Hanslo
Machine Learning models to predict Agile Methodology adoption. 697-704 - Yen Ying Ng
Fun Retrospectives in Intel Technology Poland. 705-708 - Necmettin Ozkan, Ayça Tarhan, Burak Gören, Ismail Filiz, Enis Özer:
Harmonizing IT Frameworks and Agile Methods: Challenges and Solutions for the case of COBIT and Scrum. 709-719 - Necmettin Ozkan, Mehmet Sahin Gök
Towards a Better Understanding of Agile Mindset by Using Principles of Agile Methods. 721-730 - Alexander Poth, Mario Kottke, Andreas Riel:
Scaling agile on large enterprise level with self-service kits to support autonomous teams. 731-737
6th Workshop on Model Driven Approaches in System Development
- Hussein M. Marah
RE4TinyOS: A Reverse Engineering Methodology for the MDE of TinyOS Applications. 741-750 - Marko Vjestica
The Syntax of a Multi-Level Production Process Modeling Language. 751-760
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