| 2021 | A Gap-Based Memetic Differential Evolution (GaMeDE) Applied to Multi-modal Optimisation - Using Multi-objective Optimization Concepts. | Maciej Laszczyk, Pawel B. Myszkowski |
| 2021 | An Approach to Automatic Detection of Architectural Faades in Spherical Images. | Marcin Kutrzynski, Bartosz Zak, Zbigniew Telec, Bogdan Trawinski |
| 2021 | Parallelization of Reinforcement Learning Algorithms for Video Games. | Marek Kopel, Witold Szczurek |
| 2021 | Usability Study of Mobile Applications with Cognitive Load Resulting from Environmental Factors. | Beata Karczewska, Elzbieta Kukla, Patient Zihisire Muke, Zbigniew Telec, Bogdan Trawinski |
| 2021 | A Transparently-Secure and Robust Stock Data Supply Framework for Financial-Technology Applications. | Lin-Yi Jiang, Cheng-Ju Kuo, Yu-Hsin Wang, Mu-En Wu, Wei-Tsung Su, Ding-Chau Wang, Tang-Hsuan O, Chi-Luen Fu, Chao-Chun Chen |
| 2021 | SE-U-Net: Contextual Segmentation by Loosely Coupled Deep Networks for Medical Imaging Industry. | Lin-Yi Jiang, Cheng-Ju Kuo, Tang-Hsuan O, Min-Hsiung Hung, Chao-Chun Chen |
| 2021 | Model for Application of Optical Passive SFM Method in Reconstruction of 3D Space and Objects. | Ante Javor, Goran Dambic, Leo Mrsic |
| 2021 | Comparative Study of Machine Learning Algorithms for Performant Text Analysis in a Real World System. | Faraz Islam, Doina Logofatu |
| 2021 | Cyber Security Aspects of Digital Services Using IoT Appliances. | Zbigniew Hulicki, Maciej Hulicki |
| 2021 | Random Number Generators in Training of Contextual Neural Networks. | Maciej Huk, Kilho Shin, Tetsuji Kuboyama, Takako Hashimoto |
| 2021 | A New Approach for Measuring the Influence of Users on Twitter. | Dinh Tuyen Hoang, Botambu Collins, Ngoc Thanh Nguyen, Dosam Hwang |
| 2021 | VEGAS: A Variable Length-Based Genetic Algorithm for Ensemble Selection in Deep Ensemble Learning. | Kate Han, Tien Pham, Trung Hieu Vu, Truong Dang, John A. W. McCall, Tien Thanh Nguyen |
| 2021 | Short Text Clustering Using Generalized Dirichlet Multinomial Mixture Model. | Samar Hannachi, Fatma Najar, Nizar Bouguila |
| 2021 | Building a Domain-Specific Knowledge Graph for Business Networking Analysis. | Didier Gohourou, Kazuhiro Kuwabara |
| 2021 | Bone Age Assessment by Means of Intelligent Approaches. | Maria Ginal, Dariusz Frejlichowski |
| 2021 | Data Reduction with Distance Correlation. | K. M. George |
| 2021 | Mining Partially-Ordered Episode Rules in an Event Sequence. | Philippe Fournier-Viger, Yangming Chen, Farid Nouioua, Jerry Chun-Wei Lin |
| 2021 | Unsupervised Barter Model Based on Natural Human Interaction. | Yasmany Fernndez-Fernndez, Leandro Leonardo Lorente-Leyva, Diego Hernn Peluffo-Ordez, Ridelio Miranda Prez, Elia N. Cabrera lvarez |
| 2021 | How Spatial Data Analysis Can Make Smart Lighting Smarter. | Sebastian Ernst, Jakub Starczewski |
| 2021 | A Q-Learning Based Hyper-Heuristic for Generating Efficient UAV Swarming Behaviours. | Gabriel Duflo, Grgoire Danoy, El-Ghazali Talbi, Pascal Bouvry |
| 2021 | Trident: Change Point Detection for Multivariate Time Series via Dual-Level Attention Learning. | Ziyi Duan, Haizhou Du, Yang Zheng |
| 2021 | A General Modeling Framework for Robust Optimization. | Maciej Drwal |
| 2021 | Evaluating Mutation Operator and Test Case Effectiveness by Means of Mutation Testing. | Van-Nho Do, Quang-Vu Nguyen, Nguyen Thanh Binh |
| 2021 | Session Based Recommendations Using Recurrent Neural Networks - Long Short-Term Memory. | Michal Dobrovolny, Ali Selamat, Ondrej Krejcar |
| 2021 | Community Detection in Complex Networks: A Survey on Local Approaches. | Saharnaz E. Dilmaghani, Matthias R. Brust, Grgoire Danoy, Pascal Bouvry |