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18th ICAISC 2019: Zakopane, Poland
- Leszek Rutkowski, Rafal Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz
, Jacek M. Zurada:
Artificial Intelligence and Soft Computing - 18th International Conference, ICAISC 2019, Zakopane, Poland, June 16-20, 2019, Proceedings, Part II. Lecture Notes in Computer Science 11509, Springer 2019, ISBN 978-3-030-20914-8
Computer Vision, Image and Speech Analysis
- Ramy Aboul Naga
, Rimon Elias
, Amal Elnahas:
Indoor Localization Using Cluster Analysis. 3-13 - Przemyslaw Klesk:
From Synthetic Images Towards Detectors of Real Objects: A Case Study on Road Sign Detection. 14-26 - Pavel Král
, Antonín Vrba, Ladislav Lenc:
Enhanced Local Binary Patterns for Automatic Face Recognition. 27-36 - Pavel Král
, Ladislav Lenc:
Novel Texture Descriptor Family for Face Recognition. 37-47 - Andrzej Majkowski
, Marcin Kolodziej
, Dariusz J. Sawicki, Pawel Tarnowski, Remigiusz J. Rak, Adam Kukielka:
Video Sequence Analysis Using Local Binary Patterns for the Detection of Driver Fatigue Symptoms. 48-57 - Arkadiusz Orlowski
, Leszek J. Chmielewski
:
Randomness of Shares Versus Quality of Secret Reconstruction in Black-and-White Visual Cryptography. 58-69 - Pawel Rotter
, Wiktor Muron:
Control of Dissolving Cytostatics Using Computer Image Analysis. 70-79 - Michal Slapek
, Krzysztof Smykala
, Bogdan Ruszczak
:
Brassica Napus Florescence Modeling Based on Modified Vegetation Index Using Sentinel-2 Imagery. 80-90 - Jacek Trelinski, Bogdan Kwolek
:
Ensemble of Classifiers Using CNN and Hand-Crafted Features for Depth-Based Action Recognition. 91-103 - Mindaugas Vasiljevas, Robertas Damasevicius, Dawid Polap
, Marcin Wozniak
:
Gamification of Eye Exercises for Evaluating Eye Fatigue. 104-114
Bioinformatics, Biometrics and Medical Applications
- Emrecan Altinsoy, Can Yilmaz, Juan Wen, Lingqian Wu, Jie Yang, Yuemin Zhu:
Raw G-Band Chromosome Image Segmentation Using U-Net Based Neural Network. 117-126 - Alexander V. Bozhenyuk
, Samer El-Khatib
, Janusz Kacprzyk
, Margarita Knyazeva
, Sergey Rodzin
:
Hybrid Ant Fuzzy Algorithm for MRI Images Segmentation. 127-137 - Konrad A. Ciecierski
:
Narrow Band-Based Detection of Basal Ganglia Subterritories. 138-148 - Robert Cierniak
, Jaroslaw Bilski
, Piotr Pluta
, Zbigniew Filutowicz
:
Realizations of the Statistical Reconstruction Method Based on the Continuous-to-Continuous Data Model. 149-156 - Murilo Horacio Pereira da Cruz, Priscila T. M. Saito
, Alexandre Rossi Paschoal
, Pedro Henrique Bugatti
:
Classification of Transposable Elements by Convolutional Neural Networks. 157-168 - Sumanto Dutta
, Sumit Hazra
, Anup Nandy:
Human Cognitive State Classification Through Ambulatory EEG Signal Analysis. 169-181 - Pawel Karczmarek, Adam Kiersztyn, Witold Pedrycz:
Generalizations of Aggregation Functions for Face Recognition. 182-192 - Marcin Kolodziej, Andrzej Majkowski
, Remigiusz Jan Rak, Pawel Tarnowski, Andrzej Rysz:
Epileptic Seizure Detection Based on ECoG Signal. 193-202 - Jelmer Langbroek
, Jan Treur
, Seyed Sahand Mohammadi Ziabari
:
A Computational Model of Myelin Excess for Patients with Post-Traumatic Stress Disorder. 203-215 - Vasyl P. Martsenyuk
, Taras Hroshovyi
, Oksana Trygubchak
, Aleksandra Klos-Witkowska
:
On Machine Learning Approach for the Design of Pharmaceutical Technology of Tablets: Acetyl Salicylic Acid with Atorvastatin. 216-227 - Vasyl P. Martsenyuk
, Vladyslav Povoroznyuk
, Andriy Semenets
, Larysa Martynyuk
:
On an Approach of the Solution of Machine Learning Problems Integrated with Data from the Open-Source System of Electronic Medical Records: Application for Fractures Prediction. 228-239 - Marek Palkowski
:
Energy Consumption Analysis of the Nussinov RNA Folding Implementations. 240-249 - Aleksandra Postawka
:
Behavior-Based Emotion Recognition Using Kinect and Hidden Markov Models. 250-259 - Mario Quinde
, Nawaz Khan
, Juan Carlos Augusto
:
Case-Based Reasoning for Context-Aware Solutions Supporting Personalised Asthma Management. 260-270 - Somnath Rakshit
, Indrajit Saha, Michal Wlasnowolski, Ujjwal Maulik, Dariusz Plewczynski
:
Deep Learning for Detection and Localization of Thoracic Diseases Using Chest X-Ray Imagery. 271-282 - Izabela Rejer
, Pawel Górski
:
A Multi-filtering Algorithm for Applying ICA in a Low-Channel EEG. 283-293 - Grzegorz Surówka
, Maciej Ogorzalek
:
Naive Bayes Learning of Dermoscopy Images. 294-304 - Mikhail Tokovarov
, Malgorzata Plechawska-Wójcik, Monika Kaczorowska
:
Multi-class Classification of EEG Spectral Data for Artifact Detection. 305-316
Data Mining
- Mohammad Azad
, Mikhail Moshkov
:
Experimental Study of Totally Optimal Decision Rules. 319-326 - Kader Belli
, Emre Akbas
, Adnan Yazici
:
Activity Learning from Lifelogging Images. 327-337 - Kyle Clarkson, Gautam Srivastava
, Fatma Meawad, Ashutosh Dhar Dwivedi
:
Where's @Waldo?: Finding Users on Twitter. 338-349 - Marcin Gabryel
, Krzysztof Przybyszewski
:
The Dynamically Modified BoW Algorithm Used in Assessing Clicks in Online Ads. 350-360 - Tomasz Galkowski
, Krzysztof Przybyszewski
:
A New Concept of Nonparametric Kernel Approach for Edge Detection. 361-370 - Adrian Horzyk
, Agata Czajkowska:
Associative Pattern Matching and Inference Using Associative Graph Data Structures. 371-383 - Maciej Jaworski
, Leszek Rutkowski
, Piotr Duda
, Andrzej Cader
:
Resource-Aware Data Stream Mining Using the Restricted Boltzmann Machine. 384-396 - Adam Kiersztyn, Pawel Karczmarek:
Fuzzy Approach for Detection of Anomalies in Time Series. 397-406 - Ruizhe Ma, Azim Ahmadzadeh
, Soukaïna Filali Boubrahimi, Rafal A. Angryk
:
A Scalable Segmented Dynamic Time Warping for Time Series Classification. 407-419 - Artur Starczewski
, Andrzej Cader
:
Determining the Eps Parameter of the DBSCAN Algorithm. 420-430 - Piotr Szwed:
Speed Limits Can Be Determined from Geospatial Data with Machine Learning Methods. 431-442 - Thomas Villmann, Marika Kaden, Mehrdad Mohannazadeh Bakhtiari, Andrea Villmann:
Appropriate Data Density Models in Probabilistic Machine Learning Approaches for Data Analysis. 443-454 - Tomasz Walkowiak
, Szymon Datko
, Henryk Maciejewski
:
Open Set Subject Classification of Text Documents in Polish by Doc-to-Vec and Local Outlier Factor. 455-463 - Michal R. Wróbel
, Janusz T. Starczewski
, Katarzyna Nieszporek
, Piotr Opielka, Andrzej Kazmierczak:
A Greedy Algorithm for Extraction of Handwritten Strokes. 464-473 - Nadezhda G. Yarushkina
, Aleksey A. Filippov
, Maria Grigoricheva
, Vadim S. Moshkin
:
The Method for Improving the Quality of Information Retrieval Based on Linguistic Analysis of Search Query. 474-485
Various Problems of Artificial Intelligence
- H. M. Ravindu T. Bandara
, H. P. Chapa Sirithunge, A. G. Buddhika P. Jayasekara
, Chandima Dedduwa Pathiranage:
A Conceptual Model to Improve Understanding of Distance Related Uncertain Information. 501-511 - Khaoula Bouazzi, Moez Hammami, Sadok Bouamama
:
Hybrid Genetic Algorithm for CSOP to Find the Lowest Hamiltonian Circuit in a Superimposed Graph. 512-525 - Mohammad Halim Deedar, Susana Muñoz-Hernández
:
Allowing Users to Create Similarity Relations for Their Flexible Searches over Databases. 526-541 - Tomasz Grebski
, Krzysztof Pancerz
, Piotr Kulicki
:
Automatic Recognition of Melody Similarity. 542-552 - Pawel Jemiolo
, Barbara Gizycka, Grzegorz J. Nalepa:
Prototypes of Arcade Games Enabling Affective Interaction. 553-563 - Magdalena Kacprzak
, Anna Sawicka, Andrzej Zbrzezny
:
SMT-Based Encoding of Argumentation Dialogue Games. 564-574 - Mateusz Z. Lepicki, Szymon Bobek:
Affective Context-Aware Systems: Architecture of a Dynamic Framework. 575-584 - André Rodrigo da Silva, Leonardo Martins Rodrigues, Luciana de Oliveira Rech, Aldelir Fernando Luiz:
RDFM: Resilient Distributed Factorization Machines. 585-594 - Olgierd Unold
, Mateusz Gabor:
How Implicit Negative Evidence Improve Weighted Context-Free Grammar Induction. 595-606
Agent Systems, Robotics and Control
- Sindy Amaya
, Armando Mateus
:
Tasks Allocation for Rescue Robotics: A Replicator Dynamics Approach. 609-621 - H. M. Ravindu T. Bandara
, B. M. S. S. Basnayake, A. G. Buddhika P. Jayasekara
, Chandima Dedduwa Pathiranage:
Enhancing Cognitive Virtual Maps for Domestic Service Robots by Adapting the User's Perception on Uncertain Information Based on the Robot Experience: A Neural Network Approach. 622-632 - H. M. Ravindu T. Bandara
, K. S. Priyanayana, A. G. Buddhika P. Jayasekara
, Chandima Dedduwa Pathiranage:
Enhancing Human-Robot Interaction by Amalgamating Spatial and Attribute Based Cognitive Maps of Assistive Robot. 633-642 - Gilles Neyens, Denis Zampuniéris:
Proactive Middleware for Fault Detection and Advanced Conflict Handling in Sensor Fusion. 643-653 - Wojciech Palacz, Grazyna Slusarczyk, Barbara Strug, Ewa Grabska:
Indoor Robot Navigation Using Graph Models Based on BIM/IFC. 654-665 - Quoc Bao Diep
, Ivan Zelinka
, Roman Senkerik:
An Algorithm for Swarm Robot to Avoid Multiple Dynamic Obstacles and to Catch the Moving Target. 666-675 - Franciszek Seredynski
, Jakub Gasior
:
Emergence of Collective Behavior in Large Cellular Automata-Based Multi-agent Systems. 676-688 - Yufeng Yang, Xudong Luo
:
A Multi-demand Negotiation Model with Fuzzy Concession Strategies. 689-707
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