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Publication search results
found 86 matches
- 2023
- Faraz Ahmad, Massimo Ferri, Patrizio Frosini:
Generalized Permutants and Graph GENEOs. Mach. Learn. Knowl. Extr. 5(4): 1905-1920 (2023) - Alanoud Mohammed Alduailaj, Aymen Belghith:
Detecting Arabic Cyberbullying Tweets Using Machine Learning. Mach. Learn. Knowl. Extr. 5(1): 29-42 (2023) - Shrooq Algarni, Frederick T. Sheldon:
Systematic Review of Recommendation Systems for Course Selection. Mach. Learn. Knowl. Extr. 5(2): 560-596 (2023) - Nurudin Alvarez-Gonzalez, Andreas Kaltenbrunner, Vicenç Gómez:
Beyond Weisfeiler-Lehman with Local Ego-Network Encodings. Mach. Learn. Knowl. Extr. 5(4): 1234-1265 (2023) - Vladimir Araujo, Marie-Francine Moens, Alvaro Soto:
Learning Sentence-Level Representations with Predictive Coding. Mach. Learn. Knowl. Extr. 5(1): 59-77 (2023) - Joel Arweiler, Cihan Ates, Jesús Cerquides, Rainer Koch, Hans-Jörg Bauer:
Similarity-Based Framework for Unsupervised Domain Adaptation: Peer Reviewing Policy for Pseudo-Labeling. Mach. Learn. Knowl. Extr. 5(4): 1474-1492 (2023) - Hosein Barzekar, Susan McRoy:
Achievable Minimally-Contrastive Counterfactual Explanations. Mach. Learn. Knowl. Extr. 5(3): 922-936 (2023) - Mattia G. Bergomi, Massimo Ferri, Alessandro Mella, Pietro Vertechi:
Generalized Persistence for Equivariant Operators in Machine Learning. Mach. Learn. Knowl. Extr. 5(2): 346-358 (2023) - Amnon Bleich, Antje Linnemann, Benjamin Jaidi, Björn H. Diem, Tim O. F. Conrad:
Enhancing Electrocardiogram (ECG) Analysis of Implantable Cardiac Monitor Data: An Efficient Pipeline for Multi-Label Classification. Mach. Learn. Knowl. Extr. 5(4): 1539-1556 (2023) - Ryan Bluteau, Robin Gras:
Lottery Ticket Search on Untrained Models with Applied Lottery Sample Selection. Mach. Learn. Knowl. Extr. 5(2): 400-417 (2023) - Federico Cabitza, Andrea Campagner, Chiara Natali, Enea Parimbelli, Luca Ronzio, Matteo Cameli:
Painting the Black Box White: Experimental Findings from Applying XAI to an ECG Reading Setting. Mach. Learn. Knowl. Extr. 5(1): 269-286 (2023) - Paolo Gabriel Cachi, Sebastián Ventura, Krzysztof J. Cios:
Improving Spiking Neural Network Performance with Auxiliary Learning. Mach. Learn. Knowl. Extr. 5(3): 1010-1022 (2023) - Tobias Clement, Nils Kemmerzell, Mohamed Abdelaal, Michael Amberg:
XAIR: A Systematic Metareview of Explainable AI (XAI) Aligned to the Software Development Process. Mach. Learn. Knowl. Extr. 5(1): 78-108 (2023) - Samuel Corecco, Giorgia Adorni, Luca Maria Gambardella:
Proximal Policy Optimization-Based Reinforcement Learning and Hybrid Approaches to Explore the Cross Array Task Optimal Solution. Mach. Learn. Knowl. Extr. 5(4): 1660-1679 (2023) - Leandro L. Cunha, Miguel A. Brito, Domingos F. Oliveira, Ana P. Martins:
Active Learning in the Detection of Anomalies in Cryptocurrency Transactions. Mach. Learn. Knowl. Extr. 5(4): 1717-1745 (2023) - Phillip Czech, Markus Braun, Ulrich Kreßel, Bin Yang:
Behavior-Aware Pedestrian Trajectory Prediction in Ego-Centric Camera Views with Spatio-Temporal Ego-Motion Estimation. Mach. Learn. Knowl. Extr. 5(3): 957-978 (2023) - Jose Dixon, Md Rahman:
Statistical Analysis of Imbalanced Classification with Training Size Variation and Subsampling on Datasets of Research Papers in Biomedical Literature. Mach. Learn. Knowl. Extr. 5(4): 1953-1978 (2023) - Andrée C. Ehresmann, Mathias Béjean, Jean-Paul Vanbremeersch:
A Mathematical Framework for Enriching Human-Machine Interactions. Mach. Learn. Knowl. Extr. 5(2): 597-610 (2023) - Ala Alam Falaki, Robin Gras:
Efficient Latent Space Compression for Lightning-Fast Fine-Tuning and Inference of Transformer-Based Models. Mach. Learn. Knowl. Extr. 5(3): 847-867 (2023) - Borna Feldsar, Rudolf Mayer, Andreas Rauber:
Detecting Adversarial Examples Using Surrogate Models. Mach. Learn. Knowl. Extr. 5(4): 1796-1825 (2023) - Vitalijs Fescenko, Janis Arents, Roberts Kadikis:
Synthetic Data Generation for Visual Detection of Flattened PET Bottles. Mach. Learn. Knowl. Extr. 5(1): 14-28 (2023) - Miguel Garcia-Hidalgo, Ricardo Sevilla-Escoboza, Angel García-Pedrero:
Mssgan: Enforcing Multiple Generators to Learn Multiple Subspaces to Avoid the Mode Collapse. Mach. Learn. Knowl. Extr. 5(4): 1456-1473 (2023) - Jochen Garcke, Ribana Roscher:
Explainable Machine Learning. Mach. Learn. Knowl. Extr. 5(1): 169-170 (2023) - Abdulsalam Hajmohamad, Hasan Koyuncu:
3t2FTS: A Novel Feature Transform Strategy to Classify 3D MRI Voxels and Its Application on HGG/LGG Classification. Mach. Learn. Knowl. Extr. 5(2): 359-383 (2023) - Mahmood Ul Haq, Muhammad Athar Javed Sethi, Atiq ur Rehman:
Capsule Network with Its Limitation, Modification, and Applications - A Survey. Mach. Learn. Knowl. Extr. 5(3): 891-921 (2023) - Hossein Hassani, Nadejda Komendantova, Elena A. Rovenskaya, Mohammad Reza Yeganegi:
Social Intelligence Mining: Unlocking Insights from X. Mach. Learn. Knowl. Extr. 5(4): 1921-1936 (2023) - Julien Hautot, Céline Teulière, Nourddine Azzaoui:
Solving Partially Observable 3D-Visual Tasks with Visual Radial Basis Function Network and Proximal Policy Optimization. Mach. Learn. Knowl. Extr. 5(4): 1888-1904 (2023) - Louisa Heidrich, Emanuel Slany, Stephan Scheele, Ute Schmid:
FairCaipi: A Combination of Explanatory Interactive and Fair Machine Learning for Human and Machine Bias Reduction. Mach. Learn. Knowl. Extr. 5(4): 1519-1538 (2023) - Manzoor Hussain, Jang-Eui Hong:
Reconstruction-Based Adversarial Attack Detection in Vision-Based Autonomous Driving Systems. Mach. Learn. Knowl. Extr. 5(4): 1589-1611 (2023) - Neil Hwang, Shirshendu Chatterjee, Yanming Di, Sharmodeep Bhattacharyya:
Detection of Temporal Shifts in Semantics Using Local Graph Clustering. Mach. Learn. Knowl. Extr. 5(1): 128-143 (2023)
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