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19th ICAISC 2020: Zakopane, Poland - Part II
- Leszek Rutkowski
, Rafal Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz
Artificial Intelligence and Soft Computing - 19th International Conference, ICAISC 2020, Zakopane, Poland, October 12-14, 2020, Proceedings, Part II. Lecture Notes in Computer Science 12416, Springer 2020, ISBN 978-3-030-61533-8
Computer Vision, Image and Speech Analysis
- Tomasz Galkowski
A New Approach to Detection of Abrupt Changes in Black-and-White Images. 3-18 - Rafal Grycuk
Active Region-Based Full-Disc Solar Image Hashing. 19-30 - Shailendra Gurjar
Inferring Colors in Paintings of M.F. Husain by Using Cluster Analysis. 31-38 - Olusola Oluwakemi Abayomi-Alli
Data Augmentation Using Principal Component Resampling for Image Recognition by Deep Learning. 39-48 - Dawid Polap
Multi-agent Architecture for Internet of Medical Things. 49-58 - Mardlla de Sousa Silva
Automatic Visual Quality Assessment of Biscuits Using Machine Learning. 59-70 - Magda Skoczen
Classifying Image Series with a Reoccurring Concept Drift Using a Markov Chain Predictor as a Feedback. 71-84 - Pawel Staszewski, Maciej Jaworski
Explainable Cluster-Based Rules Generation for Image Retrieval and Classification. 85-94 - Alicja Winnicka, Karolina Kesik, Dawid Polap
SURF Algorithm with Convolutional Neural Network as Face Recognition Technique. 95-102 - Michal R. Wróbel
Grouping Handwritten Letter Strokes Using a Fuzzy Decision Tree. 103-113
Data Mining
- Joel Luís Carbonera, Mara Abel
A Density-Based Prototype Selection Approach. 117-129 - Dariusz Czerski
FlexTrustRank: A New Approach to Link Spam Combating. 130-139 - Mara-Renata Petrusel:
A Comparative Analysis of Similarity Measures in Memory-Based Collaborative Filtering. 140-151 - Vladimir Estivill-Castro, Eugene Gilmore, René Hexel
Constructing Interpretable Decision Trees Using Parallel Coordinates. 152-164 - Mauricio Noris Freire, Leandro Nunes de Castro:
A Framework for e-Recruitment Recommender Systems. 165-175 - Joel J. S. Junior, Fabrício Gomes Vilasbôas, Leandro Nunes de Castro:
The Influence of Feature Selection on Job Clustering for an E-recruitment Recommender System. 176-187 - Pawel Karczmarek
n-ary Isolation Forest: An Experimental Comparative Analysis. 188-198 - Mieczyslaw A. Klopotek
In-The-Limit Clustering Axioms. 199-209 - Sergiu Limboi, Laura Diosan:
Hybrid Features for Twitter Sentiment Analysis. 210-219 - Anton Mazurko, Tomasz Walkowiak
Computer Based Stylometric Analysis of Texts in Ukrainian Language. 220-230 - Sahudy Montenegro González, Tiemi C. Sakata, Rodrigo Ramos Nogueira:
Newsminer: Enriched Multidimensional Corpus for Text-Based Applications. 231-242 - Dirk Saller
Detecting Causalities in Production Environments Using Time Lag Identification with Cross-Correlation in Production State Time Series. 243-252 - Ryszard Szupiluk
Identification of Delays in AMUSE Algorithm for Blind Signal Separation of Financial Data. 253-261
Various Problems of Artificial Intelligence
- Matheus Santos Almeida, André Britto
MOEA-RS: A Content-Based Recommendation System Supported by a Multi-objective Evolutionary Algorithm. 265-276 - Derrick Beckedahl
A Study of Bi-space Search for Solving the One-Dimensional Bin Packing Problem. 277-289 - Szymon Bobek, Magdalena M. Tragarz, Maciej Szelazek, Grzegorz J. Nalepa:
Explaining Machine Learning Models of Emotion Using the BIRAFFE Dataset. 290-300 - Slawomir Dadas
Pre-training Polish Transformer-Based Language Models at Scale. 301-314 - Piotr Duda
On a Streaming Approach for Training Denoising Auto-encoders. 315-324 - Marcin Gabryel
Methods of Searching for Similar Device Fingerprints Using Changes in Unstable Parameters. 325-335 - Joanna Henzel
Gradient Boosting and Deep Learning Models Approach to Forecasting Promotions Efficiency in FMCG Retail. 336-345 - Krystian Jobczyk, Antoni Ligeza:
A Fuzzy Multi-Agent Problem in a Conceptual and Operational Depiction. 346-356 - Krzysztof Kluza, Maciej Znamirowski, Piotr Wisniewski, Pawel Jemiolo
Generating Descriptions in Polish Language for BPMN Business Process Models. 357-368 - Piotr Milczarski
Machine Learning Application in Energy Consumption Calculation and Assessment in Food Processing Industry. 369-379 - Jakub Nowak
Job Offer Analysis Using Convolutional and Recurrent Convolutional Networks. 380-387 - Inez Okulska
Team Up! Cohesive Text Summarization Scoring Sentence Coalitions. 388-399 - Joel Alves de Oliveira, Matheus Santos Almeida, Reneilson Y. C. Santos, Renê Gusmão, André Britto
New Surrogate Approaches Applied to Meta-Heuristic Algorithms. 400-411 - Tomasz Rutkowski
A Novel Explainable Recommender for Investment Managers. 412-422 - Roman Senkerik
Is Chaotic Randomization Advantageous for Higher Dimensional Optimization Problems? 423-434 - Arkadiusz Talun, Pawel Drozda
FastText and XGBoost Content-Based Classification for Employment Web Scraping. 435-444 - Thanh Cong Truong
Supervised Classification Methods for Fake News Identification. 445-454 - Piotr Woldan, Piotr Duda
Visual Hybrid Recommendation Systems Based on the Content-Based Filtering. 455-465 - Xuan Zhao
Short-Term Traffic Flow Prediction Based on the Intelligent Parameter Adjustment K-Nearest Neighbor Algorithm. 466-477
Agent Systems, Robotics and Control
- Jarek Gryz:
Some Technical Challenges in Designing an Artificial Moral Agent. 481-491 - Mikhail Khachumov
Hierarchical Intelligent-Geometric Control Architecture for Unmanned Aerial Vehicles Operating in Uncertain Environments. 492-504 - Joel Niklaus
Challenging Human Supremacy: Evaluating Monte Carlo Tree Search and Deep Learning for the Trick Taking Card Game Jass. 505-517 - Nimat Ullah
How Motivated Are You? A Mental Network Model for Dynamic Goal Driven Emotion Regulation. 518-529
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