| 2021 | Architecture Monitoring and Reliability Estimation Based on DIP Technology. | Faisal Mehmood Shah, Zohaib Mehmood Shah, Sarmad Maqsood, Robertas Damasevicius, Muhammad Ali Shahzad, Michal Wieczorek, Marcin Wozniak |
| 2021 | Polynomial Neural Forms Using Feedforward Neural Networks for Solving Differential Equations. | Toni Schneidereit, Michael Breu |
| 2021 | Interactive Process Drift Detection Framework. | Denise Maria Vecino Sato, Jean Paul Barddal, Edson Emlio Scalabrin |
| 2021 | Fuzzy Granulation Approach to Face Recognition. | Danuta Rutkowska, Damian Kurach, Elisabeth Rakus-Andersson |
| 2021 | An Approach to Contextual Time Series Analysis. | Anton Romanov, Aleksey A. Filippov, Nadezhda G. Yarushkina |
| 2021 | Flexible Data Augmentation in Off-Policy Reinforcement Learning. | Alexandra Rak, Alexey Skrynnik, Aleksandr I. Panov |
| 2021 | Learning Shape Sensitive Descriptors for Classifying Functional Data. | Wojciech Rafajlowicz, Ewaryst Rafajlowicz |
| 2021 | Intelligent Performance Prediction for Powerlifting. | Wojciech Rafajlowicz, Joanna Marszalek |
| 2021 | Multiobjective Evolutionary Algorithm for Classifying Cosmic Particles. | Krzysztof Pytel |
| 2021 | Federated Learning Model with Augmentation and Samples Exchange Mechanism. | Dawid Polap, Gautam Srivastava, Jerry Chun-Wei Lin, Marcin Wozniak |
| 2021 | Quantifying the Severity of Common Rust in Maize Using Mask R-CNN. | Nelishia Pillay, Mia Gerber, Katerina Holan, Steven A. Whitham, Dave K. Berger |
| 2021 | Promises and Challenges of Reinforcement Learning Applications in Motion Planning of Automated Vehicles. | Nikodem Pankiewicz, Tomasz Wrona, Wojciech Turlej, Mateusz Orlowski |
| 2021 | Applying Machine Learning Techniques to Identify Damaged Potatoes. | Aleksey Osipov, Andrey Filimonov, Stanislav Suvorov |
| 2021 | Time Dependent Fuel Optimal Satellite Formation Reconfiguration Using Quantum Particle Swarm Optimization. | K. Soyinka Olukunle, Nzekwu Nwanze, E. C. A. Akoma Henry |
| 2021 | Clustering-Based Adaptive Self-Organizing Map. | Dominik Olszewski |
| 2021 | Using PMI to Rank and Filter Edges in Graphs of Words. | Marcela Ribeiro de Oliveira, Eduardo Jaques Spinosa |
| 2021 | A Proposal for Hybrid Memories Management Exploring Fuzzy-Based Page Migration Policy. | Lizandro de Souza Oliveira, Rodrigo Costa de Moura, Guilherme Bayer Schneider, Adenauer Corra Yamin, Renata Hax Sander Reiser |
| 2021 | RGB-D Odometry for Autonomous Lawn Mowing. | Marcin Ochman, Magda Skoczen, Damian Krata, Marcin Panek, Krystian Spyra, Andrzej Pawlowski |
| 2021 | Convolutional Autoencoder Based Textile Defect Detection Under Unconstrained Setting. | Deepak Nagaraj, Pramod Vadiraja, Oliver Nalbach, Dirk Werth |
| 2021 | Possibilistic Classification Learning Based on Contrastive Loss in Learning Vector Quantizer Networks. | Seyedfakhredin Musavishavazi, Marika Kaden, Thomas Villmann |
| 2021 | Spectroscopy-Based Prediction of In Vitro Dissolution Profile Using Artificial Neural Networks. | Mohamed Azouz Mrad, Kristf Csorba, Dorin Lszl Galata, Zsombor Kristf Nagy, Brigitta Nagy |
| 2021 | Impact of ELM Parameters and Investment Horizon for Currency Exchange Prediction. | Jakub Morkowski |
| 2021 | Efficient Recurrent Neural Network Architecture for Musical Style Transfer. | Mateusz Modrzejewski, Konrad Bereda, Przemyslaw Rokita |
| 2021 | A Study of Direct and Indirect Encoding in Phenotype-Genotype Relationships. | Clyde Meli, Vitezslav Nezval, Zuzana Komnkov Oplatkov, Victor Buttigieg, Anthony Spiteri Staines |
| 2021 | Targeting the Most Important Words Across the Entire Corpus in NLP Adversarial Attacks. | Reza Marzban, Johnson Thomas, Christopher Crick |