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ORCID20th ICAISC 2021: Virtual Event - Part II
- Leszek Rutkowski
, Rafal Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada:
Artificial Intelligence and Soft Computing - 20th International Conference, ICAISC 2021, Virtual Event, June 21-23, 2021, Proceedings, Part II. Lecture Notes in Computer Science 12855, Springer 2021, ISBN 978-3-030-87896-2
Computer Vision, Image and Speech Analysis
- Michal Beczkowski, Norbert Borowski, Piotr Milczarski:
Classification of Dermatological Asymmetry of the Skin Lesions Using Pretrained Convolutional Neural Networks. 3-14 - Walacy S. Campos, Luis G. Souza, Priscila T. M. Saito, Pedro Henrique Bugatti:
Contextual Image Classification Through Fine-Tuned Graph Neural Networks. 15-24 - Faisal Mehmood Shah, Zohaib Mehmood Shah, Sarmad Maqsood, Robertas Damasevicius, Muhammad Ali Shahzad, Michal Wieczorek, Marcin Wozniak:
Architecture Monitoring and Reliability Estimation Based on DIP Technology. 25-35 - Piyush Joshi, Alireza Rastegarpanah, Rustam Stolkin:
An Efficient Technique for Filtering of 3D Cluttered Surfaces. 36-43 - Ashlesha Kumar, Kuldip Singh Sangwan, Dhiraj:
A Computer Vision Based Approach forDriver Distraction Recognition Using Deep Learning and Genetic Algorithm Based Ensemble. 44-56 - Sarmad Maqsood, Robertas Damasevicius, Jakub Silka, Marcin Wozniak:
Multimodal Image Fusion Method Based on Multiscale Image Matting. 57-68 - Reza Marzban, Johnson Thomas, Christopher Crick:
Targeting the Most Important Words Across the Entire Corpus in NLP Adversarial Attacks. 69-80 - Marcin Ochman, Magda Skoczen, Damian Krata, Marcin Panek, Krystian Spyra, Andrzej Pawlowski:
RGB-D Odometry for Autonomous Lawn Mowing. 81-90 - Marcela Ribeiro de Oliveira, Eduardo Jaques Spinosa:
Using PMI to Rank and Filter Edges in Graphs of Words. 91-100 - Alexey Samoylov, Sergey Gushanskiy, Viktor Potapov:
Development and Research of Quantum Models for Image Conversion. 101-112 - George Tambouratzis:
Selecting the Optimal Configuration ofSwarm Algorithms for an NLP Task. 113-125 - João Marcelo Tozato, Pedro Henrique Bugatti, Priscila Tiemi Maeda Saito:
Active Learning Strategies and Convolutional Neural Networks forMammogram Classification. 126-134
Data Mining
- Lorenzo Brigato, Riccardo Sartea, Stefano Simonazzi, Alessandro Farinelli, Luca Iocchi, Christian Napoli:
Exploiting Time Dynamics for One-Class and Open-Set Anomaly Detection. 137-148 - Adam Faci, Marie-Jeanne Lesot, Claire Laudy:
cgSpan: Pattern Mining in Conceptual Graphs. 149-158 - Hatem Ibn-Khedher, Makhlouf Hadji, Mohamed Ibn Khedher, Selma Khebbache:
Constrained Clustering Problems: NewOptimization Algorithms. 159-170 - Jan Kalina, Ctirad Matonoha:
Robustness of Supervised Learning Based on Combined Centroids. 171-182 - Thales Vaz Maciel, Leonardo Ramos Emmendorfer:
Cognitive Consistency Models Applied to Data Clustering. 183-191 - Denise Maria Vecino Sato, Jean Paul Barddal, Edson Emílio Scalabrin:
Interactive Process Drift Detection Framework. 192-204 - Jimmy Ming-Tai Wu, Gautam Srivastava, Jerry Chun-Wei Lin, Youcef Djenouri, Min Wei, Dawid Polap:
Mining of High-Utility Patterns in Big IoT Databases. 205-216 - Pawel Zyblewski, Michal Wozniak:
Dynamic Ensemble Selection for Imbalanced Data Stream Classification with Limited Label Access. 217-226
Various Problems of Ariticial Intelligence
- Júlio César Alves, Diego Mello da Silva, Geraldo Robson Mateus:
Applying and Comparing Policy Gradient Methods to Multi-echelon Supply Chains with Uncertain Demands and Lead Times. 229-239 - Ghania Droua-Hamdani:
Formants Analysis of L2 Arabic Short Vowels: The Impact of Gender and Foreign Accent. 240-246 - Marta Emirsajlow:
Cluster Analysis of Co-occurring Human Personality Traits and Depression. 247-256 - Josef Hynek:
Polynomial Algorithm for Solving Cross-matching Puzzles. 257-266 - Vera Ivanyuk, Egor Slovesnov, Vladimir Soloviev:
Credit Risk Assessment in the Banking Sector Based on Neural Network Analysis. 267-277 - Vera Ivanyuk, Vladimir Soloviev:
Neural Network Model for the Multiple Factor Analysis of Economic Efficiency of an Enterprise. 278-289 - Clyde Meli, Vitezslav Nezval, Zuzana Komínková Oplatková, Victor Buttigieg, Anthony Spiteri Staines:
A Study of Direct and Indirect Encoding in Phenotype-Genotype Relationships. 290-301 - José Luis Murillo López, Johanna Carolina Cerezo Ramírez, Sang Guun Yoo:
Study of the Influences of Stimuli Characteristics in the Implementation of Steady State Visual Evoked Potentials Based Brain Computer Interface Systems. 302-317 - Nikodem Pankiewicz, Tomasz Wrona, Wojciech Turlej, Mateusz Orlowski:
Promises and Challenges of Reinforcement Learning Applications in Motion Planning of Automated Vehicles. 318-329 - Andrii Shekhovtsov, Bartlomiej Kizielewicz, Wojciech Salabun, Andrzej Piegat:
The Usage of Possibility Degree in the Multi-criteria Decision-Analysis Problems. 330-341 - Emilio Singh, Nelishia Pillay:
Ant-Based Hyper-Heuristics for the Movie Scene Scheduling Problem. 342-353 - Andrzej M. J. Skulimowski, Victor A. Bañuls:
AI Alignment of Disaster Resilience Management Support Systems. 354-366 - Grazyna Slusarczyk, Barbara Strug, Ewa Grabska:
A Generative Design Method Based on a Graph Transformation System. 367-378 - K. Soyinka Olukunle, Nzekwu Nwanze, E. C. A. Akoma Henry:
Time Dependent Fuel Optimal Satellite Formation Reconfiguration Using Quantum Particle Swarm Optimization. 379-389 - Pawel Trippner, Rafal Józwicki:
The Efficiency of the Stock Exchange - The Case of Stock Indices of IT Companies. 390-402 - Teppei Yoshino, Shoya Matsumori, Yosuke Fukuchi, Michita Imai:
Simultaneous Contextualization and Interpretation with Keyword Awareness. 403-413 - Ekaterina Zolotareva:
Aiding Long-Term Investment Decisions with XGBoost Machine Learning Model. 414-427
Bioinformatics, Biometrics and Medical Applications
- Robert Cierniak, Piotr Pluta:
A New Statistical Iterative Reconstruction Algorithm for a CT Scanner with Flying Focal Spot. 431-441 - Rodrigo Colnago Contreras, Luis Gustavo Nonato, Maurílio Boaventura, Inês Aparecida Gasparotto Boaventura, Bruno Gomes Coelho, Monique Simplicio Viana:
A New Multi-filter Framework with Statistical Dense SIFT Descriptor for Spoofing Detection in Fingerprint Authentication Systems. 442-455 - Marcin Gabryel, Milan Kocic:
Application of a Neural Network to Generate the Hash Code for a Device Fingerprint. 456-463 - Marcin Gabryel, Milan Kocic:
Fingerprint Device Parameter Stability Analysis. 464-472 - Mateusz Gruzewski, Marek Palkowski:
RNA Folding Codes Optimization Using the Intel SDK for OpenCL. 473-482 - Luveshan Marimuthu, Nelishia Pillay, Rivak Punchoo, Sachin Bhoora:
A Comparison of Machine Learning Techniques for Diagnosing Multiple Myeloma. 483-494 - Danuta Rutkowska, Damian Kurach, Elisabeth Rakus-Andersson:
Fuzzy Granulation Approach to Face Recognition. 495-510 - Marcin Zalasinski, Tacjana Niksa-Rynkiewicz, Krzysztof Cpalka:
Dynamic Signature Vertical Partitioning Using Selected Population-Based Algorithms. 511-518
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