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ORCIDJournal of Artificial Intelligence and Soft Computing Research, Volume 12
Volume 12, Number 1, January 2022
- Simone A. Ludwig:
Performance Analysis of Data Fusion Methods Applied to Epileptic Seizure Recognition. 5-17 - Taegong Kim, Cheong Hee Park:
Anomaly Pattern Detection in Streaming Data Based on the Transformation to Multiple Binary-Valued Data Streams. 19-27 - Lars J. Isaksson, Paul E. Summers, Sara Raimondi, Sara Gandini, Abhir Bhalerao, Giulia Marvaso, Giuseppe Petralia, Matteo Pepa
, Barbara Alicja Jereczek-Fossa:
Mixup (Sample Pairing) Can Improve the Performance of Deep Segmentation Networks. 29-39 - Rafal Doroz, Krzysztof Wrobel, Piotr Porwik, Tomasz Orczyk:
A New Hand-Movement-Based Authentication Method Using Feature Importance Selection with the Hotelling's Statistic. 41-59 - Lei Shi, Cosmin Copot, Steve Vanlanduit:
Evaluating Dropout Placements in Bayesian Regression Resnet. 61-73
Volume 12, Number 2, April 2021
- María E. Pérez-Pons, Javier Parra-Domínguez, Sigeru Omatu, Enrique Herrera-Viedma, Juan Manuel Corchado:
Machine Learning and Traditional Econometric Models: A Systematic Mapping Study. 79-100 - Christophe Karam, Julia El Zini, Mariette Awad, Charbel Saade, Lena Naffaa, Mohammad El Amine:
A Progressive and Cross-Domain Deep Transfer Learning Framework for Wrist Fracture Detection. 101-120 - Ke Qing, Rong Zhang:
Position-Encoding Convolutional Network to Solving Connected Text Captcha. 121-133 - Márton Szemenyei, Patrik Reizinger:
Handling Realistic Noise in Multi-Agent Systems with Self-Supervised Learning and Curiosity. 135-148 - Csaba Brunner, Andrea Ko, Szabina Fodor:
An Autoencoder-Enhanced Stacking Neural Network Model for Increasing the Performance of Intrusion Detection. 149-163
Volume 12, Number 3, July 2022
- Guang Yi Chen, Adam Krzyzak, Piotr Duda, Andrzej Cader:
Noise Robust Illumination Invariant Face Recognition Via Bivariate Wavelet Shrinkage in Logarithm Domain. 169-180 - Jaroslaw Bilski, Bartosz Kowalczyk, Marek Kisiel-Dorohinicki, Agnieszka Siwocha, Jacek M. Zurada:
Towards a Very Fast Feedforward Multilayer Neural Networks Training Algorithm. 181-195 - Janusz T. Starczewski, Krzysztof Przybyszewski, Aleksander Byrski, Eulalia Szmidt, Christian Napoli:
A Novel Approach to Type-Reduction and Design of Interval Type-2 Fuzzy Logic Systems. 197-206 - Yang Cao, K. Maheswari, S. Dharani, K. Sivaranjani:
New Event Based H ∞ State Estimation for Discrete-Time Recurrent Delayed Semi-Markov Jump Neural Networks Via a Novel Summation Inequality. 207-221 - Ping Liu, Jinde Cao, Yiping Luo, Jianhua Guo, Wei Huang:
Flow-Capture Location Model with Link Capacity Constraint Over a Mixed Traffic Network. 223-234
Volume 12, Number 4, October 2022
- Krystian Lapa, Krzysztof Cpalka, Marek Kisiel-Dorohinicki, Józef Paszkowski, Maciej Debski, Van-Hung Le:
Multi-Population-Based Algorithm with an Exchange of Training Plans Based on Population Evaluation. 239-253 - Marcin Gabryel, Dawid Lada, Zbigniew Filutowicz, Zofia Patora-Wysocka, Marek Kisiel-Dorohinicki, Guang Yi Chen:
Detecting Anomalies in Advertising Web Traffic with the Use of the Variational Autoencoder. 255-256 - Marcin Zalasinski, Lukasz Laskowski, Tacjana Niksa-Rynkiewicz, Krzysztof Cpalka, Aleksander Byrski, Krzysztof Przybyszewski, Pawel Trippner, Shi Dong:
Evolutionary Algorithm for Selecting Dynamic Signatures Partitioning Approach. 267-279 - Nguyen Hung-Cuong, Thi-Hao Nguyen, Jakub Nowak, Aleksander Byrski, Agnieszka Siwocha, Van-Hung Le:
Combined YOLOv5 and HRNet for High Accuracy 2D Keypoint and Human Pose Estimation. 281-298 - Rafal Grycuk, Rafal Scherer, Alina Marchlewska, Christian Napoli:
Semantic Hashing for Fast Solar Magnetogram Retrieval. 299-306
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