Preface Preface (hide)

Conference Keynote Papers

• Enterprise Modeling: From Digital Transformation to Digital Ubiquity
  001 Hans-Georg Fill, pages 1 – 4. Show abstract

Artificial Intelligence

15th International Symposium Advances in Artificial Intelligence and Applications

• Superiority of Simplicity: A Lightweight Model for Network Device Workload Prediction
  149 Alexander Acker, Thorsten Wittkopp, Sasho Nedelkoski, Jasmin Bogatinovski, Odej Kao, pages 7 – 10. Show abstract
• A Social Robot-based Platform towards Automated Diet Tracking
  146 Anastasios Alexiadis, Andreas Triantafyllidis, Dimosthenis Elmas, Giorgos Gerovasilis, Konstantinos Votis, Dimitrios Tzovaras, pages 11 – 14. Show abstract
• Short-term air pollution forecasting based on environmental factors and deep learning models
  211 Mirche Arsov, Eftim Zdravevski, Petre Lameski, Roberto Corizzo, Nikola Koteli, Kosta Mitreski, Vladimir Trajkovik, pages 15 – 22. Show abstract
• A simple crime hotspot forecasting algorithm
  5 Robert Bogucki, Jan Kanty Milczek, Patryk Miziuła, pages 23 – 26. Show abstract
• Data Mining-Based Phishing Detection
  140 Jan Bohacik, Ivan Skula, Michal Zabovsky, pages 27 – 30. Show abstract
• Computing Duals of Finite Gödel Algebras
  169 Pietro Codara, Gabriele Maurina, Diego Valota, pages 31 – 34. Show abstract
• BoostSole: Design and Realization of a Smart Insole for Automatic Human Gait Classification
  92 Badis Djamaa, Med Messaoud Bessa, Badreddine Diaf, Abdenebi Rouigueb, Ali Yachir, pages 35 – 43. Show abstract
• Concept Blueprints Serving More Focused User Queries
  113 Kurt Englmeier, pages 45 – 48. Show abstract
• Students Group Formation Based on Case-Based Reasoning to Support Collaborative Learning
  166 Taís Ferreira, Márcia Aparecida Fernandes, pages 49 – 58. Show abstract
• Gradient Boosting Application in Forecasting of Performance Indicators Values for Measuring the Efficiency of Promotions in FMCG Retail
  118 Joanna Henzel, Marek Sikora, pages 59 – 68. Show abstract
• Extended distributive contact lattices and extended contact algebras
  55 Tatyana Ivanova, pages 69 – 75. Show abstract
• Network Device Workload Prediction: A Data Mining Challenge at Knowledge Pit
  159 Andrzej Janusz, Mateusz Przyborowski, Piotr Biczyk, Dominik Ślęzak, pages 77 – 80. Show abstract
• An extensive analysis of online restaurant reviews: a case study of the Amazonian Culinary Tourism
  179 Luiz Carlos Silva Fernandes Junior, Jorge Silva Junior, Antônio Jacob Junior, Fábio Lobato, pages 81 – 84. Show abstract
• Context Clustering-based Recommender Systems
  54 Eyad Kannout, pages 85 – 91. Show abstract
• Age-related Spike Timing Dependent Plasticity of Brain-inspired Model of Visual Information Processing with Reinforcement Learning
  141 Petia Koprinkova-Hristova, Nadejda Bocheva, pages 93 – 100. Show abstract
• Shallow, Deep, Ensemble models for Network Device Workload Forecasting
  137 Cenru Liu, pages 101 – 104. Show abstract
• Integrated Human Tracking Based on Video and Smartphone Signal Processing within the Arahub System
  189 Jan Ludziejewski, Łukasz Grad, Łukasz Przebinda, Tomasz Tajmajer, pages 105 – 114. Show abstract
• Deep Bi-Directional LSTM Networks for Device Workload Forecasting
  213 Dymitr Ruta, Ling Cen, Quang Hieu Vu, pages 115 – 118. Show abstract
• Generating Fuzzy Linguistic Summaries for Menstrual Cycles
  202 Łukasz Sosnowski, Tomasz Penza, pages 119 – 128. Show abstract
• Explorations into Deep Learning Text Architectures for Dense Image Captioning
  57 Martina Toshevska, Frosina Stojanovska, Eftim Zdravevski, Petre Lameski, Sonja Gievska, pages 129 – 136. Show abstract
• Pythagorean Fuzzy Analytical Network Process (ANP) and Its Application to Warehouse Location Selection Problem
  187 Tutku Tuncalı Yaman, pages 137 – 140. Show abstract
• A Framework for Time Series Preprocessing and History-based Forecasting Method Recommendation
  101 Marwin Züfle, Samuel Kounev, pages 141 – 144. Show abstract
• Introducing LogDL - Log Description Language for Insights from Complex Data
  168 Maciej Świechowski, Dominik Ślęzak, pages 145 – 154. Show abstract
• Game AI Competitions: Motivation for the Imitation Game-Playing Competition
  126 Maciej Świechowski, pages 155 – 160. Show abstract

5th International Workshop on Language Technologies and Applications

• Automatic Generation of Annotated Corpora of Diagnoses with ICD-10 codes based on Open Data and Linked Open Data
  192 Svetla Boytcheva, Boris Velichkov, Gerasim Velchev, Ivan Koychev, pages 163 – 167. Show abstract
• Knowledge Detection and Discovery using Semantic Graph Embeddings on Large Knowledge Graphs generated on Text Mining Results
  36 Jens Dörpinghaus, Marc Jacobs, pages 169 – 178. Show abstract
• Overview of the Transformer-based Models for NLP Tasks
  20 Anthony Gillioz, Jacky Casas, Elena Mugellini, Omar Abou Khaled, pages 179 – 183. Show abstract
• Czech parliament meeting recordings as ASR training data
  119 Jan Oldřich Krůza, pages 185 – 188. Show abstract
• Named Entity Recognition and Named Entity Linking on Esports Contents
  24 Ziyu Liu, Yifan Leng, Meiqi Wang, Congzhu Lin, pages 189 – 192. Show abstract
• Measuring the Polarity of Conversations between Chatbots and Humans: A Use Case in the Banking Sector
  63 Guillaume Le Noé-Bienvenu, Damien Nouvel, Djamel Mostefa, pages 193 – 198. Show abstract
• Open IE-Triples Inference - Corpora Development and DNN Architectures
  78 Martin Víta, Petr Škoda, pages 199 – 204. Show abstract

13th International Workshop on Computational Optimization

• An Effective Integrated Metaheuristic Algorithm For Solving Engineering Problems
  81 Adis Alihodzic, Sead Delalić, Dzenan Gusic, pages 207 – 214. Show abstract
• An Exact Two-Phase Method For Optimal Camera Placement In Art Gallery Problem
  79 Adis Alihodzic, Sead Delalić, Damir Hasic, pages 215 – 222. Show abstract
• Conceptual Optimization of a Generalized Net Model of a Queuing System
  75 Velin Andonov, Stoyan Poryazov, Emiliya Saranova, pages 223 – 226. Show abstract
• Optimization of Retrieval Algorithms on Large Scale Knowledge Graphs
  2 Jens Dörpinghaus, Andreas Stefan, pages 227 – 236. Show abstract
• Ant Colony Optimization Algorithm for Fuzzy Transport Modelling
  15 Stefka Fidanova, Olympia Roeva, Maria Ganzha, pages 237 – 240. Show abstract
• Fast BF-ICrA Method for the Evaluation of MO-ACO Algorithm for WSN Layout
  10 Stefka Fidanova, Jean Dezert, Albena Tchamova, pages 241 – 249. Show abstract
• A comparison of evolutionary and simulated annealing algorithms for bi-criteria location-scheduling problem
  91 Grzegorz Filcek, Mirosław Ławrynowicz, pages 251 – 255. Show abstract
• A Reactive Search-Based Algorithm for Scheduling Multiprocessor Tasks on Two Dedicated Processors
  134 Méziane Aïder, Fatma Zohra Baatout, Mhand Hifi, pages 257 – 261. Show abstract
• Multiprocessor Scheduling Problem with Release and Delivery Times
  33 Natalia Grigoreva, pages 263 – 269. Show abstract
• On Finding the Optimal Tree of a Complete Weighted Graph
  4 Seyed Soheil Hosseini, Nick Wormald, Tianhai Tian, pages 271 – 275. Show abstract
• Reinforcement Learning Algorithms for Online Single-Machine Scheduling
  100 Yuanyuan Li, Edoardo Fadda, Daniele Manerba, Roberto Tadei, Olivier Terzo, pages 277 – 283. Show abstract
• A Two-Stage Monte Carlo Approach for Optimization of Bimetallic Nanostructures
  135 Rossen Mikhov, Vladimir Myasnichenko, Leoneed Kirilov, Nickolay Sdobnyakov, Pavel Matrenin, Denis Sokolov, Stefka Fidanova, pages 285 – 288. Show abstract
• MD-jeep: a New Release for Discretizable Distance Geometry Problems with Interval Data
  35 Antonio Mucherino, Douglas Gonçalves, Leo Liberti, Jung-Hsin Lin, Carlile Lavor, Nelson Maculan, pages 289 – 294. Show abstract
• Exact and approximation algorithms for sensor placement against DDoS attacks
  106 Dariusz Nogalski, Konstanty Junosza-Szaniawski, Agnieszka Wójcik, pages 295 – 301. Show abstract
• Pipe-lining Dynamic Programming Processes in Order to Synchronize Energy Production and Consumption
  13 Alain Quiliot, Fariha Bendali, Jean Mailfert, Eloise Mole Kamga, Hélène Toussaint, pages 303 – 306. Show abstract
• Stochastic multi-depot vehicle routing problem with pickup and delivery: an ILS approach
  127 Brenner H. O. Rios, Eduardo C. Xavier, Flávio K. Miyazawa, Pedro Amorim, pages 307 – 315. Show abstract
• An Experimental Study on Symmetry Breaking Constraints Impact for the One Dimensional Bin-Packing Problem
  19 Khadija Hadj Salem, Yann Kieffer, pages 317 – 326. Show abstract
• Bi-level Optimization Application for Urban Traffic Management
  18 Krasimira Stoilova, Todor Stoilov, pages 327 – 336. Show abstract
• A New Optimized Stochastic Approach for Multidimensional Integrals in Machine Learning
  110 Venelin Todorov, Stoyan Apostolov, Ivan Dimov, Stefka Fidanova, pages 337 – 340. Show abstract
• A New Optimized Adaptive Approach for Estimation of the Wigner Kernel
  111 Venelin Todorov, Stefka Fidanova, Ivan Dimov, Stoyan Poryazov, pages 341 – 344. Show abstract
• Intuitionistic Fuzzy Hamiltonian Cycle by Index Matrices
  165 Velichka Traneva, Stoyan Tranev, pages 345 – 348. Show abstract
• Intuitionistic Fuzzy Transportation Problem by Zero Point Method
  61 Velichka Traneva, Stoyan Tranev, pages 349 – 358. Show abstract
• Feasibility of computerized adaptive testing evaluated by Monte-Carlo and post-hoc simulations
  197 Lubomír Štěpánek, Patricia Martinková, pages 359 – 367. Show abstract

Computer Science & Systems

Advances in Computer Science & Systems

• BiLSTM with Data Augmentation using Interpolation Methods to Improve Early Detection of Parkinson Disease
  188 Robertas Damaševičius, Olusola Abayomi-Alli, Rytis Maskeliūnas, Adebayo Abayomi-Alli, pages 371 – 380. Show abstract
• Parallel implementation of a PIC simulation algorithm using OpenMP
  130 Alin Suciu, Anca Hangan, Anca Marginean, Marius Joldos, Gabriel Voitcu, Marius Echim, pages 381 – 385. Show abstract
• Retrieving Sound Samples of Subjective Interest With User Interaction
  82 Jan Jakubik, pages 387 – 390. Show abstract
• StarCraft agent strategic training on a large human versus human game replay dataset
  178 Štefan Krištofík, Matúš Kasáš, Štefan Neupauer, Peter Malík, pages 391 – 399. Show abstract
• 15 Years Later: A Historic Look Back at "Quake 3: Ray Traced"
  3 Daniel Pohl, Selvakumar Panneer, Deepak Vembar, Carl Marshall, pages 401 – 412. Show abstract
• Simulator of a Supercomputer Job Management System as a Scientific Service
  208 Gennadiy Savin, Boris Shabanov, Dmitriy Lyakhovets, Anton Baranov, Pavel Telegin, pages 413 – 416. Show abstract
• Dynamic Clustering Personalization for Recommending Long Tail Items
  157 Diogo Vinícius de Sousa Silva, Frederico Araújo Durão, pages 417 – 425. Show abstract
• Future Graduate Salaries Prediction Model Based On Recurrent Neural Network
  52 Jakub Siłka, Michał Wieczorek, Marcin Woźniak, pages 427 – 430. Show abstract
• Automatic beams detection used for LiFi car-2-car communication
  72 Cosmin Stoica Spahiu, Abagiu Marian, Liana Stanescu, pages 431 – 434. Show abstract
• Design of a R-ID in order to determine the position of the vehicle
  128 Frederik Valocký, Peter Drahoš, Oto Haffner, Miloš Orgoň, Alena Kozáková, pages 435 – 441. Show abstract
• Interpolation merge as augmentation technique in the problem of ship classification
  11 Marta Włodarczyk-Sielicka, Dawid Polap, pages 443 – 446. Show abstract

13th Workshop on Computer Aspects of Numerical Algorithms

• Efficient Computation of RNA Partition Functions Using McCaskill’s Algorithm
  85 Chunchun Zhao, Sartaj Sahni, pages 449 – 452. Show abstract
• Analysis of asymptotic time complexity of an assumption-free alternative to the log-rank test
  198 Lubomír Štěpánek, Filip Habarta, Ivana Malá, Luboš Marek, pages 453 – 460. Show abstract

11th Workshop on Scalable Computing

• How well a multi-model database performs against its single-model variants: Benchmarking OrientDB with Neo4j and MongoDB
  76 Martin Macak, Matus Stovcik, Barbora Buhnova, Michal Merjavy, pages 463 – 470. Show abstract

Network Systems and Applications

Advances in Network Systems and Applications

• On the Community Discovery Methods for Complex Networks: A Case Study
  88 Kirubel W. Afrassa, Genco Cosgun, Ulku F. Gursoy, Enes M. Yildiz, Mehmet S. Aktaş, pages 473 – 477. Show abstract
• How Coarse-grained Clock Impacts on Performance of NDN Rate-based Congestion Control with Explicit Rate Reporting
  40 Toshihiko Kato, Takumi Enda, Ryo Yamamoto, Satoshi Ohzahata, pages 479 – 488. Show abstract

4th Workshop on Internet of Things - Enablers, Challenges and Applications

• Coordinated autonomic loops for target identification, load and error-aware Device Management for the IoT
  154 Neil Ayeb, Eric Rutten, Sébastien Bolle, Thierry Coupaye, Marc Douet, pages 491 – 500. Show abstract
• A LoRa Mesh Network Asset Tracking Prototype
  99 Frank T. Johnsen, Emil Andersen, Thomas Blaalid, Hans Engstad, Sigve Røkenes, Frank T. Johnsen, pages 501 – 510. Show abstract
• A Federated Platform to Support IoT Discovery in Smart Cities and HADR Scenarios
  48 Alessandro Morelli, Lorenzo Campioni, Niccolò Fontana, Niranjan Suri, Mauro Tortonesi, pages 511 – 519. Show abstract
• Face Mask Detection at the Fog Computing Gateway
  143 Srinivasa Raju Rudraraju, Nagender Kumar Suryadevara, Atul Negi, pages 521 – 524. Show abstract

1st International Forum on Cyber Security, Privacy and Trust

• Developing Defense Strategies from Attack Probability Trees in Software Risk Assessment
  21 Marko Esche, Federico Grasso Toro, pages 527 – 536. Show abstract
• Voice authentication based on the Russian-language dataset, MFCC method and the anomaly detection algorithm
  43 Anna Sidorova, Konstantin Kogos, pages 537 – 540. Show abstract

Information Systems and Technology

Advances in Information Systems and Technology

• Peculiarities of Modern Street Addressing System toward to Implementation of the Smart City Conception
  68 Dmitriy Gakh, pages 543 – 552. Show abstract
• Potentials of digital approaches in a tourism industry with changing customer needs – a quantitative study
  102 Felix Häfner, Ralf-Christian Härting, Raphael Kaim, pages 553 – 557. Show abstract
• Toward Digital Transformation of Processes in Legal Metrology for Weighing Instruments
  77 Alexander Oppermann, Samuel Eickelberg, John Exner, pages 559 – 562. Show abstract
• Map Matching Algorithm Based on Dynamic Programming Approach
  139 Alexander Yumaganov, Anton Agafonov, Vladislav Myasnikov, pages 563 – 566. Show abstract

2nd Special Session on Data Science in Health, Ecology and Commerce

• Instance Segmentation Model Created from Three Semantic Segmentations of Mask, Boundary and Centroid Pixels Verified on GlaS Dataset
  175 Peter Malík, Kristína Knapová, Štefan Krištofík, pages 569 – 576. Show abstract

15th Conference on Information Systems Management

• Pick-up & Deliver in Maintenance Management of Renewable Energy Power Plants
  114 Vincenza Carchiolo, Francesco Di Dio, Alessandro Longheu, Giuseppe Mangioni, Natalia Trapani, Michele Malgeri, Antonio Romeo, pages 579 – 585. Show abstract
• Data Mining for Process Modeling: A Clustered Process Discovery Approach
  95 Renato Cirne, Caio Melquiades, Renan Leite, Eronita Leijden, Alexandre Maciel, Fernando Buarque de Lima Neto, pages 587 – 590. Show abstract
• Digital assets for project-based studies and data-driven project management
  94 Gloria Miller, pages 591 – 594. Show abstract
• Data Quality Model-based Testing of Information Systems
  25 Anastasija Nikiforova, Janis Bicevskis, Zane Bicevska, Ivo Oditis, pages 595 – 602. Show abstract
• A Simulation Study on the Impact of Activity Crashing on the Project Duration and Cost under Different Budget Release Scenarios
  98 Jie Song, Tom Servranckx, Annelies Martens, Mario Vanhoucke, pages 603 – 606. Show abstract

26th Conference on Knowledge Acquisition and Management

• Comprehension analysis considering programming thinking ability using code puzzle
  44 Hiroki Ito, Hiromitsu Shimakawa, Fumiko Harada, pages 609 – 618. Show abstract
• Cluster-based approach for successful solving real-world vehicle routing problems
  184 Emir Žunić, Dženana Đonko, Haris Šupić, Sead Delalić, pages 619 – 626. Show abstract

Software and System Engineering

Advances in Software and System Engineering

• An incremental malware detection model for meta-feature API and system call sequence
  73 Pushkar Kishore, Swadhin Kumar Barisal, Durga Prasad Mohapatra, pages 629 – 638. Show abstract
• Towards Extending UML's Activity Diagram for the Architectural Modeling, Analysis, and Implementation
  199 Mehmet Alp Kose, Mert Ozkaya, pages 639 – 648. Show abstract
• The Use of ARCore Technology for Online Control Simulations
  147 Jakub Matišák, Matúš Pohančenik, Katarína Žáková, pages 649 – 652. Show abstract
• Proxemic Environments: A Framework for Developing Mobile Applications based on Proxemic Interactions
  29 Paulo Pérez, Philippe Roose, Nadine Couture, Yudith Cardinale, Marc Dalmau, Dominique Masson, pages 653 – 656. Show abstract
• Community Detection in Model-based Testing to Address Scalability: Study Design
  163 Alper Silistre, Onur Kilincceker, Fevzi Belli, Moharram Challenger, Geylani Kardaş, pages 657 – 660. Show abstract

Joint 40th IEEE Software Engineering Workshop and 7th International Workshop on Cyber-Physical Systems

• Evaluation of Open-Source Linear Algebra Libraries targeting ARM and RISC-V Architectures
  145 Christian Fibich, Stefan Tauner, Peter Rössler, Martin Horauer, pages 663 – 672. Show abstract
• Requirement Elicitation Techniques for Software Projects in Ukrainian IT: An Exploratory Study
  16 Inna Huchenko, Denys Gobov, pages 673 – 681. Show abstract
• Testbed for thermal and performance analysis in MPSoC systems
  174 Michal Sojka, Ondřej Benedikt, Zdeněk Hanzálek, Pavel Zaykov, pages 683 – 692. Show abstract

4th International Conference on Lean and Agile Software Development

• Machine Learning models to predict Agile Methodology adoption
  214 Ridewaan Hanslo, Maureen Tanner, pages 697 – 704. Show abstract
• Fun Retrospectives in Intel Technology Poland
  62 Yen Ying Ng, Dominik Mich, pages 705 – 708. Show abstract
• Harmonizing IT Frameworks and Agile Methods: Challenges and Solutions for the case of COBIT and Scrum
  47 Necmettin Ozkan, Ayca Tarhan, Burak Gören, İsmail Filiz, Enis Özer, pages 709 – 719. Show abstract
• Towards a Better Understanding of Agile Mindset by Using Principles of Agile Methods
  46 Necmettin Ozkan, Mehmet Şahin Gök, Büşra Özdenizci Köse, pages 721 – 730. Show abstract
• Scaling agile on large enterprise level with self-service kits to support autonomous teams
  186 Alexander Poth, Mario Kottke, Andreas Riel, pages 731 – 737. Show abstract

6th Workshop on Model Driven Approaches in System Development

• RE4TinyOS: A Reverse Engineering Methodology for the MDE of TinyOS Applications
  133 Hussein Marah, Moharram Challenger, Geylani Kardaş, pages 741 – 750. Show abstract
• The Syntax of a Multi-Level Production Process Modeling Language
  176 Marko Vještica, Vladimir Dimitrieski, Milan Pisarić, Slavica Kordić, Sonja Ristić, Ivan Luković, pages 751 – 760. Show abstract