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ORCID21st ICAISC 2022: Zakopane, Poland - Part II
- Leszek Rutkowski
, Rafal Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada:
Artificial Intelligence and Soft Computing - 21st International Conference, ICAISC 2022, Zakopane, Poland, June 19-23, 2022, Proceedings, Part II. Lecture Notes in Computer Science 13589, Springer 2023, ISBN 978-3-031-23479-8
Computer Vision, Image and Speech Analysis
- Nicolo' Brandizzi, Andrea Fanti, Roberto Gallotta, Samuele Russo, Luca Iocchi, Daniele Nardi, Christian Napoli:
Unsupervised Pose Estimation by Means of an Innovative Vision Transformer. 3-20 - Muhammad Irshad, Ngai-Fong Law, Ka Hong Loo:
CamCarv - Expose the Source Camera at the Rear of Seam Insertion. 21-34 - Ladislav Lenc, Jirí Martínek, Pavel Král:
Text Line Segmentation in Historical Newspapers. 35-48 - Dymitr Ruta, Ling Cen, Andrzej Ruta, Quang Hieu Vu:
Stacked Ensemble of Convolutional Neural Networks for Follicles Detection on Scalp Images. 49-58 - Ali Osman Serhatoglu, Oguzhan Guclu, Ahmet Burak Can:
RGB-D SLAM with Deep Depth Completion. 59-67 - Solt Skribanek, Márton Szemenyei, Róbert Moni:
Semantically Consistent Sim-to-Real Image Translation with Neural Networks. 68-79 - Jakub Sosnowski, Piotr Pluta, Patryk Najgebauer:
Hand Gesture Recognition for Medical Purposes Using CNN. 80-88
Data Mining
- Moritz Heusinger, Frank-Michael Schleif:
A Streaming Approach to the Core Vector Machine. 91-101 - Doaa Ibrahim, Diana Inkpen, Hussein Al Osman:
Identifying Cannabis Use Risk Through Social Media Based on Deep Learning Methods. 102-113 - Michal Koziara, Pawel Karczmarek:
On a Combination of Clustering Methods and Isolation Forest. 114-126 - George Marinos, Chrysostomos Symvoulidis, Dimosthenis Kyriazis:
K-Medoids-Surv: A Patients Risk Stratification Algorithm Considering Censored Data. 127-140 - Caio Raduy, Denise Maria Vecino Sato, Eduardo A. Franciscon, Edson Emílio Scalabrin:
A Benchmark of Process Drift Detection Tools: Experimental Protocol and Statistical Analysis. 141-151 - Junzhi Wen, Md Reazul Islam, Azim Ahmadzadeh, Rafal A. Angryk:
Improving Solar Flare Prediction by Time Series Outlier Detection. 152-164
Various Problems of Artificial Intelligence
- David Alaminos, M. Belén Salas:
Tourism Stock Prices, Systemic Risk and Tourism Growth: A Kalman Filter with Prior Update DSGE-VAR Model. 167-181 - U. S. Samarasinghe, M. K. A. Ariyaratne:
An Expert System to Detect and Classify CNS Disorders Based on Eye Test Data Using SVM and Nature-Inspired Algorithms. 182-194 - Cristiano N. de O. Bassani, Priscila T. M. Saito, Pedro Henrique Bugatti:
Assessment of Semi-supervised Approaches Applied to Convolutional Neural Networks. 195-205 - Derrick Beckedahl, Nelishia Pillay:
Bi-Space Search: Optimizing the Hybridization of Search Spaces in Solving the One Dimensional Bin Packing Problem. 206-217 - Pawel Drozda, Krzysztof Sopyla:
Assessing the Sentiment of Book Characteristics Using Machine Learning NLP Models. 218-231 - Marcin Gabryel, Dawid Lada, Milan Kocic:
Autoencoder Neural Network for Detecting Non-human Web Traffic. 232-242 - Rafal Grycuk, Patryk Najgebauer, Rafal Scherer:
Edge Detection-Based Full-Disc Solar Image Hashing. 243-251 - Marcin Korytkowski, Jakub Nowak, Rafal Scherer, Anita Zbieg, Blazej Zak, Gabriela Relikowska, Pawel Mader:
Employee Turnover Prediction From Email Communication Analysis. 252-263 - Vasileios Lymperakis, Athanasios Aris Panagopoulos:
Buggy Pinball: A Novel Single-point Meta-heuristic for Global Continuous Optimization. 264-276 - Marcin Korytkowski, Jakub Nowak, Rafal Scherer, Wei Wei:
Privacy Preserving by Removing Sensitive Data from Documents with Fully Convolutional Networks. 277-285 - Piotr Pluta:
A New Approach to Statistical Iterative Reconstruction Algorithm for a CT Scanner with Flying Focal Spot Using a Rebinning Method. 286-299 - Alan Popiel, Marcin Wozniak:
Algorithm for Solving Optimal Placement of Routers in Mines. 300-313 - Christopher Rajah, Nelishia Pillay:
An Improved Structure-Based Partial Solution Search for the Examination Timetabling Problem. 314-326 - S. Ramu, Ram Mohana Reddy Guddeti, Biju R. Mohan:
Human Activity Recognition for Online Examination Environment Using CNN. 327-335 - Barbara Strug, Grazyna Slusarczyk:
BIM-Based Approach to House Renovation Projects Assessment. 336-345 - Anna Tucholka, Magdalena Scherer:
Machine Learning-Based Conditioning and Drying of Sewage Sludge as Part of the Management of Co-fermentation Processes. 346-355 - Nguyen Thi Uyen, Tran Xuan Sang:
An Efficient Algorithm to Find a Maximum Weakly Stable Matching for SPA-ST Problem. 356-366 - Tomasz Walkowiak:
Author Attribution of Literary Texts in Polish by the Sequence Averaging. 367-376
Bioinformatics, Biometrics and Medical Applications
- Felipe Lopes de Mello, Gabriel Bianchin de Oliveira, Hélio Pedrini, Zanoni Dias:
Prediction of Protein Molecular Functions Using Transformers. 379-387 - Marcin Zalasinski, Piotr Duda, Stanislaw Lota, Krzysztof Cpalka:
Dynamic Signature Verification Using Selected Regions. 388-397
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